# Rhumb — Agent Gateway for Discovery and Governed Execution > https://rhumb.dev ## What is Rhumb? Rhumb is an agent gateway for discovery and governed execution. Mission: make the internet as agent-native as possible. Rhumb Index scores external services for AI-agent compatibility. Rhumb Resolve executes supported capabilities through governed execution and routes each call to the best-fit provider for the call by first matching the supported capability path, then using AN Score, provider availability / circuit state, estimated cost, credential mode, latency proxy, and explicit policy constraints by default, while also allowing explicit provider choice when the agent wants direct control. ## System split: Index and Resolve - Rhumb Index is free discovery: score, compare, and research services. - Rhumb Resolve is per-call execution: route supported jobs through one governed surface. - Agents can say what they want done or explicitly pin the provider/tool path they want. - Index ranks the field. Resolve routes the call. ## How Resolve routes calls - AN Score is a major routing input, not the sole routing rule. - Resolve considers supported capability matching, provider availability / circuit state, estimated cost, credential mode, latency proxy, and explicit policy constraints before execution. - Agents can still pin the provider/tool path explicitly when direct control is better than automatic routing. - Discovery breadth is wider than current callable coverage, and Rhumb keeps that boundary explicit. ## Pick the right starting path - Evaluating with curl: https://rhumb.dev/quickstart#rest-path — Start with the free read endpoints. See real responses, learn the product model, and judge the trust layer before signup. - Building an agent: https://rhumb.dev/quickstart#mcp-path — Install the MCP server or use the starter prompt. Reach for capability IDs when the agent needs executable actions, not just vendor names. - Need an account and reusable key: https://rhumb.dev/auth/login — Sign up for identity, add credits, then execute with X-Rhumb-Key. Signup creates the account. Funding unlocks governed execution. Service discovery answers who to trust. Capability discovery answers what Rhumb can execute. Signup creates identity. Credits or wallet-prefund unlock governed execution. ## Rhumb Resolve Resolve is Rhumb’s governed execution layer for AI agents. Index ranks the field. Resolve routes each supported call to the best-fit provider for the call by default. AN Score is a major routing input, not the sole routing rule. Agents can also pin the supported provider path explicitly when they want direct control. Supporting authority pages: - What is Resolve?: https://rhumb.dev/resolve/what-is-resolve - Routing proof and factor explanation: https://rhumb.dev/resolve/routing - Resolve comparisons: https://rhumb.dev/resolve/compare - Key management and credential paths: https://rhumb.dev/resolve/keys - Per-call pricing explainer: https://rhumb.dev/resolve/per-call-pricing - MCP Route Review: https://rhumb.dev/mcp-route-review — ask for one route-card review only when you can provide the minimum public proof packet: one allowed fixture, one closest denied neighbor, authority/credential owner plus budget owner, and receipt or typed-denial fields. If the implementation discussion is already public, use https://rhumb.dev/mcp-route-review#public-thread-template and include Source: e009-mcp-route-review-public-thread rather than moving context into email. Current launchable scope: 16 callable providers, strongest in research, extraction, generation, and narrow enrichment. ## For Agents Install the MCP server for programmatic access: npx -y --package rhumb-mcp@latest rhumb-mcp MCP tools available: find_services({ query: "payment processing" }) — discover services by need get_score({ slug: "stripe" }) — detailed AN Score breakdown get_alternatives({ slug: "stripe" }) — comparable services ranked get_failure_modes({ slug: "stripe" }) — known failure patterns discover_capabilities({ domain: "communication" }) — browse capability definitions resolve_capability({ capability: "email.send", credential_mode: "byok" }) — rank providers, optionally scope to a credential mode, surface machine-readable recovery fields like recovery_hint.resolve_url, recovery_hint.credential_modes_url, and, when applicable, recovery_hint.alternate_execute_hint or recovery_hint.setup_handoff, and recover typoed capability IDs with search suggestions estimate_capability({ capability_id: "email.send", credential_mode: "rhumb_managed" }) — estimate the active execution rail, cost, and health before execution; anonymous direct system-of-record paths also preserve machine-readable execute_readiness handoffs execute_capability({ capability_id: "email.send", credential_mode: "rhumb_managed", body: { to: "user@example.com" } }) — execute through Rhumb budget({ action: "get" }) — check budget status spend({ period: "30d" }) — view spend by capability/provider check_balance() — current credit balance get_payment_url({ amount_usd: 25 }) — top up credits ## Honest current state Discovery breadth is wider than current execution breadth. Rhumb indexes 1,038 scored services and 415 capability definitions. Current governed execution is concentrated in 16 callable providers. ## API Base URL https://api.rhumb.dev/v1 ## Capabilities Browse all 415 capability definitions: https://rhumb.dev/capabilities - GET https://api.rhumb.dev/v1/capabilities?limit=100&offset=0 — paginated list of capability definitions - GET https://api.rhumb.dev/v1/capabilities?search=web+research — find the capability slug when you know the task but not the action ID - Each capability: { id, domain, action, description, provider_count, top_provider } - Capabilities are abstract actions (e.g. search.query, email.send) that map to concrete providers - Use find_services() when the question is which vendor should I use - Use discover_capabilities() when the question is what exact action slug should I call - Use discover_capabilities() in MCP to browse, then resolve_capability() to compare ranked providers, optionally filter by credential mode, follow recovery_hint.resolve_url, recovery_hint.credential_modes_url, and, when applicable, recovery_hint.alternate_execute_hint or recovery_hint.setup_handoff when a filtered route dead-ends, and get search suggestions when the capability ID is wrong ## API Endpoints - GET https://api.rhumb.dev/v1/pricing - machine-readable public pricing contract - GET https://api.rhumb.dev/v1/capabilities?limit=100&offset=0 — browse capability definitions - GET https://api.rhumb.dev/v1/services — list scored services - GET https://api.rhumb.dev/v1/services/{slug}/score — detailed score breakdown - GET https://api.rhumb.dev/v1/services/{slug}/failures — active failure modes - GET https://api.rhumb.dev/v1/leaderboard/{category} — ranked services by category - GET https://api.rhumb.dev/v1/search?q={query} — semantic search ## Pricing - Discovery (search, scores, browsing): Always free - Execution rails: governed API key, wallet-prefund, or x402 per-call - Provider-control modes where supported: BYOK and Agent Vault - No subscriptions, no seat fees, no minimums - Live pricing and markup terms: https://rhumb.dev/pricing - What is Resolve?: https://rhumb.dev/resolve/what-is-resolve - Routing proof and route-factor explanation: https://rhumb.dev/resolve/routing - Resolve comparisons: https://rhumb.dev/resolve/compare - Key management: https://rhumb.dev/resolve/keys - Per-call pricing explainer: https://rhumb.dev/resolve/per-call-pricing ## Categories - /leaderboard/accounting (10 services) - /leaderboard/agent-payments (5 services) - /leaderboard/ai (78 services) - /leaderboard/analytics (24 services) - /leaderboard/api-gateway (11 services) - /leaderboard/api-testing (8 services) - /leaderboard/apm (6 services) - /leaderboard/auth (28 services) - /leaderboard/authorization (5 services) - /leaderboard/background-jobs (11 services) - /leaderboard/browser-automation (15 services) - /leaderboard/cache (9 services) - /leaderboard/calendar (11 services) - /leaderboard/cdn (5 services) - /leaderboard/chat-messaging (7 services) - /leaderboard/code-execution (6 services) - /leaderboard/code-quality (7 services) - /leaderboard/communication (29 services) - /leaderboard/compliance (5 services) - /leaderboard/content-moderation (5 services) - /leaderboard/crm (11 services) - /leaderboard/customer-data-platform (5 services) - /leaderboard/customer-support (9 services) - /leaderboard/data-app (8 services) - /leaderboard/data-enrichment (7 services) - /leaderboard/data-pipeline (9 services) - /leaderboard/data-warehouse (10 services) - /leaderboard/databases (46 services) - /leaderboard/design (5 services) - /leaderboard/devops (116 services) - /leaderboard/document-processing (7 services) - /leaderboard/e-signatures (8 services) - /leaderboard/ecommerce (7 services) - /leaderboard/email (25 services) - /leaderboard/email-validation (9 services) - /leaderboard/feature-flags (11 services) - /leaderboard/fintech (7 services) - /leaderboard/forms (5 services) - /leaderboard/geolocation (5 services) - /leaderboard/headless-cms (12 services) - /leaderboard/hris (5 services) - /leaderboard/identity (4 services) - /leaderboard/identity-verification (10 services) - /leaderboard/incident-management (8 services) - /leaderboard/infrastructure-as-code (10 services) - /leaderboard/integrations-platform (7 services) - /leaderboard/iot (5 services) - /leaderboard/lifecycle-marketing (5 services) - /leaderboard/localization (7 services) - /leaderboard/logging (5 services) - /leaderboard/low-code (7 services) - /leaderboard/maps (5 services) - /leaderboard/media (8 services) - /leaderboard/message-queues (11 services) - /leaderboard/ml-experiment-tracking (11 services) - /leaderboard/monitoring (54 services) - /leaderboard/networking (12 services) - /leaderboard/notifications (6 services) - /leaderboard/payments (14 services) - /leaderboard/pdf-processing (6 services) - /leaderboard/productivity (35 services) - /leaderboard/push-notifications (5 services) - /leaderboard/real-time (7 services) - /leaderboard/reverse-etl (3 services) - /leaderboard/scheduling (5 services) - /leaderboard/screenshots (8 services) - /leaderboard/sdk-tooling (10 services) - /leaderboard/search (14 services) - /leaderboard/secrets (5 services) - /leaderboard/security-scanning (10 services) - /leaderboard/social (7 services) - /leaderboard/sso-directory (5 services) - /leaderboard/storage (13 services) - /leaderboard/subscription-billing (6 services) - /leaderboard/survey (5 services) - /leaderboard/testing (14 services) - /leaderboard/testing-automation (5 services) - /leaderboard/time-tracking (9 services) - /leaderboard/translation (5 services) - /leaderboard/vector-database (13 services) - /leaderboard/video (8 services) - /leaderboard/video-conferencing (1 services) ## Scored Services (1000 total) - /service/100ms — 100ms is a cloud-based video conferencing infrastructure platform providing SDKs and a REST API for embedding live video, audio, and screen sharing into applications. It offers flexible room templates, configurable track settings, recording, RTMP streaming, and a REST API for room management — designed for product teams building custom video experiences rather than using off-the-shelf solutions. [video-conferencing] - /service/ably — Real-time messaging platform with pub/sub, presence, history, push notifications, and MQTT support, built for high-scale distributed systems with global edge delivery and guaranteed message ordering. [real-time] - /service/abstract-api — Abstract API provides a suite of utility APIs — email validation, phone validation, IP geolocation, VAT validation, timezone lookup, holiday data, and more — accessible via a single account and consistent REST design. Its email validation API checks syntax, MX records, SMTP connectivity, and disposable/role-based address detection for programmatic email list hygiene. [email-validation] - /service/activecampaign — ActiveCampaign is a marketing automation and CRM platform providing a REST API for managing contacts, deals, lists, automation triggers, email campaigns, and pipelines — enabling agents to sync customer data, trigger automation sequences based on product events, and manage multi-channel marketing workflows programmatically. [email] - /service/activepieces — Activepieces is an open-source workflow automation platform with a visual builder, 100+ integrations, AI-powered step generation, approvals, and self-hosted or cloud deployment options as a Zapier/n8n alternative. [workflow-automation] - /service/acuity-scheduling — Appointment scheduling platform (part of Squarespace) with API for managing appointment types, availability, and bookings — widely used by service businesses for client scheduling. [calendar] - /service/adobe-pdf-services — Adobe's REST API for PDF operations including creation, conversion, OCR, compression, protection, and document generation — enterprise-grade with broad format support and Adobe's document processing quality. [pdf-processing] - /service/adyen — Adyen is an enterprise payments platform providing a unified REST API for card payments, digital wallets, local payment methods, payouts, and marketplace payments across 150+ countries — used by major enterprises (eBay, Uber, Spotify, McDonald's) for global payment processing. Agents use Adyen for high-volume payment processing, marketplace splits, and multi-currency payouts. [payments] - /service/aerospike — Aerospike is a high-performance distributed NoSQL database and cache optimized for real-time use cases — sub-millisecond latency at scale, with native support for key-value, document, graph, and time-series data models. Its REST Gateway and multi-language clients (Java, Python, Go, Node.js, C) enable agent workflows requiring extremely fast read/write access to large datasets at predictable latency. [cache] - /service/affinda — AI document understanding API — resume/CV parsing, invoice extraction, and custom document models; REST API with multi-format input (PDF, DOCX, image) and structured JSON output. [document-processing] - /service/africa-is-talking — African telecom API platform — provides SMS, USSD, voice, airtime, mobile payments, and IoT APIs for reaching mobile users across 20+ African markets via a single REST API, designed for developers building services for African mobile networks. [communication] - /service/agentdesk — AgentDesk provides a virtual desktop environment and tools for AI agents — a managed VM with browser, terminal, and GUI access via a Python SDK, enabling agents to operate full desktop workflows beyond browser-only automation. [browser-automation] - /service/agentops — AgentOps is an observability and debugging platform designed specifically for AI agents — providing a Python SDK for tracing multi-step agent runs, tracking LLM calls, tool invocations, and agent errors, with a web dashboard for visualizing agent execution timelines, cost/token breakdowns, and session replays. Agents use AgentOps to debug complex agent behaviors and monitor production agent performance. [ai] - /service/agentql — Web query language and API for structured data extraction from web pages, designed for agent workflows with semantic element targeting, natural language queries, and reliable extraction across site layouts. [browser-automation] - /service/agora — Agora is a real-time engagement platform providing SDKs and REST APIs for audio/video calling, live streaming, interactive broadcasting, and real-time messaging — with global infrastructure optimized for low-latency communication. Agents use Agora to manage channels, generate access tokens, and build AI-powered voice agent pipelines using the Agora Conversational AI Engine. [video-conferencing] - /service/airbrake — Error and performance monitoring platform with REST API for error aggregation, notice retrieval, and project management — one of the earliest error monitoring platforms, providing error tracking with deploy and performance monitoring. [monitoring] - /service/airbyte — Airbyte is an open-source data integration platform for syncing data from hundreds of sources to destinations — providing a connector marketplace, orchestrated syncs, incremental replication, and an API for managing connections, sources, destinations, and jobs programmatically. [data-pipeline] - /service/airtable — Airtable provides a REST API for reading and writing records in its structured database/spreadsheet hybrid — enabling agents to query tables, create and update records, manage attachments, and sync product data into Airtable bases for lightweight CRM, project tracking, and content management workflows. [productivity] - /service/linode-api — Linode (now Akamai Cloud) provides a REST API for managing cloud infrastructure — Linodes (VMs), Kubernetes (LKE), Object Storage (S3-compatible), Block Storage, Databases, and Load Balancers. Agents use the Linode API for provisioning developer-friendly cloud resources at competitive pricing, with a focus on simplicity comparable to DigitalOcean. [devops] - /service/alchemy — Blockchain infrastructure and developer platform with APIs for Ethereum, Polygon, Solana, and other chains — provides node access, enhanced APIs (NFT, token, transaction history), and webhook notifications for blockchain event monitoring. [web3] - /service/alertmanager — Prometheus Alertmanager — open-source alert routing, grouping, and notification system with REST API for managing alert rules, silences, and receiving/querying active alerts from Prometheus-based monitoring stacks. [monitoring] - /service/algolia — Hosted search API delivering sub-millisecond full-text and typo-tolerant search results; faceted filtering, geo-search, A/B testing, personalization, and a REST API with SDKs for every platform. [search] - /service/aws-bedrock — Amazon Bedrock is AWS's managed foundation model service — providing API access to models from Anthropic (Claude), Meta (Llama), Amazon (Titan), Mistral, AI21, Cohere, and Stability AI via a unified inference API, with RAG via Knowledge Bases and agent workflows via Bedrock Agents. [ai] - /service/amazon-chime-sdk — AWS real-time communications stack for audio, video, screen sharing, messaging, and media pipelines inside custom applications. [video-conferencing] - /service/cloudfront-v2 — Amazon CloudFront is AWS's global CDN — providing low-latency content delivery across 450+ PoPs, REST API for distribution management, cache invalidation, real-time access logging, and Lambda@Edge/CloudFront Functions for edge compute. Agents use CloudFront to manage distributions programmatically, invalidate cached content after deployments, and configure origin behaviors. [cdn] - /service/aws-cloudwatch — Amazon CloudWatch is AWS's native monitoring and observability service — providing a REST/SDK API for querying metrics, publishing custom metrics, managing alarms, accessing logs (CloudWatch Logs Insights), and creating dashboards. Agents use CloudWatch to query infrastructure metrics, publish custom application metrics, set programmatic alarms, and run log analytics queries. [monitoring] - /service/cognito — AWS user authentication and identity management [auth] - /service/aws-dynamodb — Amazon DynamoDB is AWS's fully managed, serverless NoSQL key-value and document database — providing a REST/SDK API for put/get/query/scan operations, DynamoDB Streams for change events, Global Tables for multi-region replication, and PartiQL (SQL-like) queries. Agents use DynamoDB for high-throughput, low-latency key-value access patterns and AWS-native state management. [databases] - /service/aws-ecs-v2 — Amazon ECS (Elastic Container Service) is AWS's container orchestration service — running Docker containers on EC2 or Fargate with task definitions, services (long-running), tasks (one-off), cluster management, and a REST/SDK API for full lifecycle control. Agents use ECS to deploy containerized services, run batch tasks, and manage container workloads in AWS environments. [devops] - /service/eks-api — Amazon EKS (Elastic Kubernetes Service) is AWS's managed Kubernetes service — providing a REST/SDK API for cluster creation, node group management, add-on management, and kubeconfig access. Agents use EKS to provision managed Kubernetes clusters on AWS, manage node groups for scaling, configure IAM Roles for Service Accounts (IRSA) for pod auth, and integrate with AWS services. [devops] - /service/aws-eventbridge — Amazon EventBridge is AWS's serverless event bus — routing events between AWS services, custom applications, and SaaS partners via rules and targets, with scheduled events (cron), event archive/replay, and a REST API for publishing and managing event routing. [background-jobs] - /service/aws-polly — Amazon Polly is AWS's managed text-to-speech service — converting text to natural-sounding speech in 60+ languages and 100+ voices, with SSML support and Neural TTS engines, via synchronous and asynchronous REST API and SDK. [communication] - /service/redshift-v2 — Amazon Redshift is AWS's fully managed cloud data warehouse — providing columnar storage, massively parallel query execution, Redshift Spectrum for querying S3 data lakes, a Data API for serverless SQL execution without JDBC/ODBC connections, and integration with the full AWS analytics ecosystem. Agents use Redshift to run large-scale SQL analytics, manage data pipelines, and query data lakes directly. [data-warehouse] - /service/aws-sagemaker — Amazon SageMaker is AWS's managed ML platform — providing infrastructure for training, tuning, and deploying ML models at scale, with built-in algorithms, managed notebooks, pipelines, feature store, model registry, real-time and batch inference endpoints, and JumpStart for pre-trained models. [ai] - /service/amazon-ses — Amazon SES (Simple Email Service) is AWS's high-volume email service — providing a REST API and SMTP interface for sending transactional and bulk emails, managing identities (domains/email addresses), handling bounces and complaints, and configuring sending rules. Agents use SES for cost-effective high-volume email at $0.10/1000 emails, integrated with AWS infrastructure. [email] - /service/amazon-sqs — Amazon SQS (Simple Queue Service) is AWS's managed message queue service — providing standard (at-least-once) and FIFO (exactly-once) queues via a REST API and SDK for decoupling microservices, buffering async tasks, and enabling reliable message delivery at any scale. [message-queues] - /service/aws-textract — Amazon Textract is AWS's managed document text extraction service — detecting and extracting text, tables, forms, key-value pairs, and signatures from scanned documents and images, via synchronous and asynchronous APIs with high accuracy on structured documents. [document-processing] - /service/aws-transcribe — Amazon Transcribe is AWS's managed speech-to-text service — converting audio to text with speaker diarization, custom vocabulary, automatic content redaction, real-time streaming transcription, and medical transcription via REST API and SDK. [communication] - /service/amazon-translate — Amazon Translate is a neural machine translation service from AWS supporting 75+ language pairs with real-time and async batch modes. It includes automatic language detection, custom terminology for domain-specific vocabulary, active custom translation, and deep integration with S3, Lambda, and Comprehend for multilingual document processing pipelines. [translation] - /service/aws — Comprehensive cloud infrastructure [devops] - /service/amberflo — Amberflo is a usage-based billing and metering infrastructure platform providing a REST API for ingesting usage events, defining meters, configuring pricing plans, computing real-time usage aggregates, and generating invoices — enabling agents and SaaS platforms to implement granular, consumption-based pricing models programmatically. [fintech] - /service/amplitude — Amplitude is a digital analytics platform — providing an HTTP API for event ingestion, a REST API for programmatic chart and cohort queries, and a Data Export API for raw event extraction. Agents use Amplitude to track product usage events, query user behavior metrics (funnels, retention, user paths), and export raw event data for custom analysis. [analytics] - /service/amplitude-cdp — Customer data platform (formerly Iteratively) with REST API for defining and enforcing event schemas, routing customer data to downstream tools, and managing identity resolution — Amplitude's data governance and routing layer. [lifecycle-marketing] - /service/ansible-v2 — Ansible is an open-source IT automation platform from Red Hat for configuration management, application deployment, and infrastructure orchestration using agentless SSH-based playbooks in YAML. [infrastructure-as-code] - /service/anthropic — Anthropic is a frontier AI platform offering Claude language models, a Messages API, tool use, structured outputs, prompt caching, batch processing, and safety-oriented controls for enterprise and developer workflows. [ai] - /service/anthropic-api — Claude model API with messages, tool use, and computer use capabilities [ai] - /service/anvil — PDF filling, e-signatures, and document workflow API — enables programmatic PDF generation from templates, embedded signature collection, and workflow automation for document-heavy business processes. [e-signatures] - /service/anyscale — Managed Ray and LLM inference platform with OpenAI-compatible API for running and fine-tuning open-source language models at scale — designed for teams deploying production AI workloads on Ray clusters. [ai] - /service/apache-kafka — Apache Kafka is the leading open-source distributed event streaming platform — providing a producer/consumer API, Admin API for topic and cluster management, and Kafka Streams for stream processing. Agents use Kafka for high-throughput event streaming, durable message queues, event sourcing, and real-time data pipeline orchestration. [message-queues] - /service/superset — Apache Superset is an open-source data visualization and business intelligence platform — providing a web-based interface for creating charts, dashboards, and SQL-based data explorations across 40+ database connectors. Its REST API enables agents to programmatically query datasets, create charts, manage dashboards, and run SQL queries against connected databases. [analytics] - /service/api-video — Video hosting and streaming API with upload, encoding, live streaming, player customization, and analytics. Designed for easy integration into applications. [video] - /service/apideck — Apideck is a Unified API platform providing a single integration layer over multiple SaaS categories — CRM, HRIS, accounting, file storage, email marketing, e-commerce, and more. Agents and applications connect to Apideck once and gain normalized access to 200+ underlying services, with Apideck handling connector maintenance, auth flows, and data normalization. [integrations-platform] - /service/apiflash — Website screenshot API built on Chrome and AWS Lambda with full-page capture, responsive viewport control, ad blocking, cookie-banner hiding, and export options for embedding website screenshots into agent workflows. [screenshots] - /service/apify — Apify is a web scraping and browser automation platform providing a cloud runtime for Crawlee-based actors, a marketplace of ready-made actors, storage, scheduling, webhooks, and proxy management for data extraction pipelines. [browser-automation] - /service/apigee — Apigee is Google Cloud's full-lifecycle API management platform for designing, securing, analyzing, and scaling APIs. It provides API proxy creation with a policy engine (40+ built-in policies), developer portals, OAuth/JWT security, rate limiting, analytics dashboards, and traffic mediation. Used by enterprises running large API programs requiring advanced policy enforcement and monetization. [api-gateway] - /service/apollo — Sales intelligence and engagement platform with B2B contact database, email sequencing, and enrichment API. [data-enrichment] - /service/applitools — Applitools is an AI-powered visual testing and monitoring platform that detects visual regressions in web and mobile applications using computer vision — comparing screenshots at a pixel/layout level while ignoring irrelevant differences. Its SDKs integrate with Selenium, Playwright, Cypress, Appium, and other test frameworks to add visual assertions alongside functional tests. [testing-automation] - /service/appsmith — Appsmith is an open-source low-code framework for building internal apps, dashboards, and admin panels with a drag-and-drop UI builder, JavaScript support for custom logic, and REST API connectors to any data source. It offers a REST API for programmatic management of applications, datasources, and user permissions. Self-hostable or available as Appsmith Cloud. [low-code] - /service/appwrite — Appwrite is an open-source backend-as-a-service (BaaS) providing REST and GraphQL APIs for authentication, databases, storage, serverless functions, real-time, and messaging — self-hostable via Docker and available as Appwrite Cloud. Its API enables agents to manage users, query collections, read/write files, and trigger serverless functions without building custom backend infrastructure. [devops] - /service/pdftron — Enterprise PDF SDK and WebViewer with REST API for annotation, collaboration, form filling, redaction, and document manipulation — deep document control for applications requiring rich PDF interaction. [pdf-processing] - /service/aqua-security — Aqua Security is a cloud-native security platform for container and Kubernetes workload protection, providing vulnerability scanning (images, code, IaC), runtime security, and compliance policies. Its REST API and CLI (trivy, aqua) enable programmatic security scanning integration into CI/CD pipelines and agent-driven security automation workflows. [security-scanning] - /service/arangodb — Multi-model database with REST API supporting document, graph, and key-value data models in a single engine — provides AQL (ArangoDB Query Language) for unified queries across data models. [databases] - /service/archbee — Archbee is a developer documentation and knowledge base platform providing a REST API for managing documents, collections, and content — built for product and engineering teams needing structured API docs and internal knowledge management. [productivity] - /service/arduino-cloud — Arduino Cloud is a managed IoT platform for connecting, managing, and monitoring Arduino and ESP32-based devices at scale. Its REST API enables programmatic management of Things (device configurations), properties (sensor/actuator values), and dashboards, supporting agent workflows that monitor device fleets, read sensor data, or trigger actuator commands remotely. [iot] - /service/argocd — Declarative GitOps continuous delivery tool for Kubernetes with REST API — synchronizes Kubernetes cluster state with Git repository definitions, providing automated deployment, rollback, and drift detection. [devops] - /service/arize — Arize AI is an ML and LLM observability platform — providing a Python SDK for logging model predictions, embeddings, and LLM traces, a web platform for monitoring model performance, detecting data drift, evaluating prompt quality, and tracing LLM application behavior. Agents use Arize to monitor production AI model performance and diagnose quality degradation in LLM applications. [monitoring] - /service/phoenix-v2 — Arize Phoenix is an open-source LLM observability and evaluation tool — providing a local Python application and hosted platform for visualizing LLM traces, running evaluations, annotating datasets, and inspecting RAG pipeline behavior. Agents use Phoenix for local development-time debugging of LLM applications and automated evaluation pipelines. [monitoring] - /service/asana — Asana provides a REST API for work and project management — covering tasks, projects, portfolios, goals, teams, users, and custom fields. Agents use Asana to create tasks from triggers, update project status, track goal progress, and automate cross-team workflow coordination programmatically. [productivity] - /service/aspecto — OpenTelemetry-based observability and testing platform with REST API for distributed trace analysis and API flow visualization — designed for microservices debugging with automatic span correlation and service dependency mapping. [apm] - /service/assembly-ai — AssemblyAI is a speech AI platform providing a REST API for high-accuracy audio transcription, speaker diarization, sentiment analysis, chapter detection, PII redaction, and real-time streaming transcription — purpose-built for production-grade speech-to-text pipelines. Agents use AssemblyAI to transcribe audio files and streams, extract structured insights from spoken content, and build voice-powered workflows. [communication] - /service/astro-v2 — Astro is a content-focused web framework delivering zero JavaScript by default via an island architecture, supporting component frameworks (React, Vue, Svelte), Markdown/MDX content, and server-side rendering for fast web applications. [devops] - /service/atlantis — Open-source Terraform pull request automation tool — provides a REST API and webhook integration for triggering Terraform plan/apply workflows from pull request comments, enabling collaborative infrastructure review. [infrastructure-as-code] - /service/attio — Attio is a modern, data-driven CRM providing a REST API for managing workspace objects (people, companies, deals), records, notes, tasks, and list entries — with a flexible object model that supports custom attributes and relationship linking. Agents use Attio to sync product data with CRM records, create and update deal pipelines, and build automated CRM enrichment workflows. [crm] - /service/auth0 — Auth0 (by Okta) is a flexible, enterprise-grade identity platform providing authentication and authorization as a service — supporting social login, enterprise SSO (SAML, OIDC, AD/LDAP), MFA, passwordless, a Management API for user and tenant management, and SDKs for web, mobile, and backend. Agents use Auth0 to manage users, issue tokens, and validate JWTs in automated workflows. [auth] - /service/authentik — Authentik is an open-source Identity Provider (IdP) — providing OAuth2/OIDC, SAML, LDAP, RADIUS, and a REST API for user/group management, flow configuration, and application management. Agents use Authentik for self-hosted enterprise SSO, user provisioning via SCIM or REST API, and custom authentication flow automation. [auth] - /service/autogen — AutoGen (Microsoft) is an open-source framework for building multi-agent AI systems with conversational, collaborative, and autonomous agent patterns — supporting human-in-the-loop, code execution, and complex agent network topologies. [ai] - /service/aws-amplify — AWS Amplify is a full-stack web and mobile development platform — providing hosting (static + SSR), CI/CD, a backend provisioning framework (Auth, API, Storage, Functions), and a REST API for app and branch management. Agents use Amplify for deploying web applications from Git repositories, managing environment variables, and triggering deployments via the REST API. [devops] - /service/aws-api-gateway — AWS API Gateway is a fully managed service for creating, securing, and scaling REST, HTTP, and WebSocket APIs. It handles traffic management, authorization (IAM, Cognito, Lambda authorizers), throttling, monitoring, and API lifecycle management. Deep integration with Lambda, EC2, and ECS makes it the standard API gateway for AWS-hosted workloads. [api-gateway] - /service/aws-codepipeline — AWS CodePipeline is a fully managed CI/CD service — providing a REST/SDK API for creating and managing deployment pipelines, triggering pipeline executions, managing pipeline state, and integrating with CodeBuild, CodeDeploy, ECS, Lambda, and third-party tools. Agents use CodePipeline to trigger deployments, monitor pipeline execution status, and manage CI/CD automation in AWS environments. [devops] - /service/aws-fargate — AWS Fargate is a serverless container compute engine for Amazon ECS and Amazon EKS — enabling agents to run Docker containers without managing EC2 instances, with per-vCPU/memory-second billing, automatic scaling, and full VPC networking. Agents use Fargate to run batch jobs, background workers, and services in containers on-demand without infrastructure management. [devops] - /service/aws-glue — AWS Glue is a serverless ETL service — providing a REST/SDK API for data catalog management (databases, tables, crawlers), ETL job creation and execution, job run monitoring, and data lineage. Agents use AWS Glue to trigger ETL workflows, monitor job run status, manage data catalog metadata, and integrate data transformation into analytics pipelines. [data-pipeline] - /service/aws-lambda-direct — AWS Lambda is AWS's managed serverless compute platform — providing on-demand code execution triggered by events (HTTP, queue messages, schedules, S3 events, etc.) via a REST API and SDK, with automatic scaling and pay-per-invocation pricing. [code-execution] - /service/aws-rekognition — AWS Rekognition is a managed computer vision service providing image and video analysis — object detection, facial recognition, text extraction, content moderation, celebrity recognition, and activity detection — via a REST API and AWS SDKs. Agents use Rekognition to extract structured information from images and video frames in document processing, identity verification, and content analysis pipelines. [ai] - /service/aws-s3 — AWS S3 (Simple Storage Service) is the foundational cloud object storage platform — providing a REST API for storing, retrieving, and managing objects (files) at any scale, with versioning, lifecycle policies, presigned URLs, event notifications, and integration with the full AWS ecosystem. Agents use S3 for file storage, data archival, static asset hosting, and as the storage layer for data pipelines. [storage] - /service/aws-secrets-manager — AWS managed secrets storage with automatic rotation, fine-grained IAM access control, and SDK/API for retrieving secrets at runtime — natively integrated with the AWS ecosystem for applications running in AWS infrastructure. [secrets] - /service/aws-ses-v3 — AWS cloud email sending service; high-volume transactional and marketing email via SMTP or REST API with bounce/complaint handling, configuration sets, and dedicated IPs. [email] - /service/axiom — Cloud-native log and event data platform optimized for high-throughput ingest, fast APL query, and long-term retention at low cost; supports OpenTelemetry, structured logs, and event streams. [logging] - /service/axios-v2 — Axios is a promise-based HTTP client for browser and Node.js providing request/response interceptors, automatic JSON serialization, timeout handling, cancel tokens, and a consistent API across environments. [networking] - /service/azure-cognitive-search — Azure AI Search (formerly Azure Cognitive Search) is Microsoft's managed search service — providing full-text search, vector search, hybrid search, and AI enrichment pipelines for building intelligent search experiences and RAG applications, via a REST API and SDK. [search] - /service/azure-translator — Azure AI Translator is Microsoft's cloud-based neural machine translation service supporting 100+ languages and dialects. It offers real-time text translation, document translation for Office and PDF files, dictionary lookups, transliteration between scripts, and custom model training via the Custom Translator portal. Clean REST API with simple header-based auth. [translation] - /service/azure-blob — Azure Blob Storage is Microsoft Azure's massively scalable object storage service for unstructured data — supporting block blobs (general files), append blobs (logs), and page blobs (VM disks). Its REST API and SDKs (Python, .NET, Java, JavaScript, Go) enable agents to upload, download, list, and manage objects in Azure Storage accounts, with support for SAS tokens, lifecycle management, and CDN integration. [storage] - /service/azure-container-apps — Azure Container Apps is Microsoft's serverless container platform — enabling deployment of containerized microservices with automatic scaling (including scale-to-zero), KEDA-based event-driven scaling, Dapr integration for distributed app primitives, and a REST API for app management. Agents use Container Apps for deploying containerized workloads in Azure without managing Kubernetes infrastructure. [devops] - /service/azure-content-safety — Azure Content Safety is Microsoft's managed content moderation API providing text and image analysis for hate speech, sexual content, violence, and self-harm — with configurable severity thresholds, custom blocklists, and grounding checks for AI-generated content. Its REST API enables agents to integrate policy-based content moderation into production pipelines at Azure scale. [content-moderation] - /service/cosmosdb-api — Azure Cosmos DB is Microsoft's globally distributed NoSQL database — supporting multiple APIs (NoSQL, MongoDB, Cassandra, Gremlin, Table) with a REST API for document CRUD, queries (SQL-like for NoSQL API), and container management. Agents use Cosmos DB for globally distributed data with configurable consistency, multi-region writes, and the NoSQL or MongoDB wire protocol. [databases] - /service/azure-devops-api — Azure DevOps provides a REST API for managing pipelines, repositories, work items (boards/backlogs), test plans, and artifacts — enabling agents to trigger builds, query work item status, create branches, manage pull requests, and integrate DevOps workflows with external systems. Agents use the Azure DevOps REST API to automate CI/CD pipelines, issue tracking, and release management in Microsoft-ecosystem environments. [devops] - /service/azure-functions — Azure Functions is Microsoft's serverless compute platform — enabling event-driven function execution with HTTP triggers, timer triggers, queue/service bus triggers, blob triggers, and more. Agents use Azure Functions to run code on-demand, process events from Azure services, and orchestrate workflows using Durable Functions for long-running stateful processes. [code-execution] - /service/azure-iot-hub — Azure IoT Hub is Microsoft's managed cloud service for bidirectional IoT communication — providing device registration, telemetry ingestion, cloud-to-device commands, device twins, and direct methods via REST API and device SDKs. [iot] - /service/azure-kubernetes-service — Azure Kubernetes Service (AKS) is Microsoft's managed Kubernetes service — providing an ARM REST API and Azure CLI for cluster lifecycle management, node pool scaling, and kubeconfig access. Agents use AKS to provision managed Kubernetes clusters, manage node pools, retrieve credentials for kubectl access, and integrate K8s deployments into Azure CI/CD pipelines. [devops] - /service/azure-logic-apps — Azure Logic Apps is a serverless workflow automation platform — providing a REST API for managing workflow definitions, triggering workflow runs, and monitoring run history. Agents use Logic Apps to trigger automated workflows, manage multi-step business processes (with 400+ built-in connectors), and integrate Azure services with external systems. [devops] - /service/azure-ml — Azure Machine Learning is Microsoft's managed ML platform — providing cloud-based infrastructure for training, deploying, and managing ML models with experiment tracking, model registry, pipeline authoring, managed compute clusters, automated ML, and enterprise governance via Azure RBAC. [ai] - /service/azure-openai-service — Azure OpenAI Service provides Azure-hosted access to OpenAI's models (GPT-4o, GPT-4, GPT-3.5, Whisper, DALL-E, Embeddings) via Azure's infrastructure — with Azure AD authentication, private endpoints, content filtering, and compliance certifications for enterprise Azure workloads. [ai] - /service/azure-service-bus — Azure Service Bus is Microsoft's managed enterprise message broker — providing queues (point-to-point) and topics/subscriptions (pub/sub) with guaranteed delivery, transactions, dead-letter queues, sessions, and a REST API and SDK for reliable asynchronous messaging. [message-queues] - /service/azure-sql — Azure SQL Database is Microsoft's fully managed cloud relational database (SQL Server as a service) — providing T-SQL compatibility, elastic scaling, built-in high availability, and a REST Management API for database lifecycle, along with pyodbc/pymssql for query access. Agents use Azure SQL for relational data management in Azure environments with full SQL Server compatibility. [databases] - /service/babel-v2 — Babel is a JavaScript transpiler that converts modern JavaScript and TypeScript to compatible code, with a plugin/preset ecosystem covering JSX, TypeScript, proposal syntax, and custom transforms for the browser and Node.js targets. [devops] - /service/backblaze — S3-compatible cloud object storage with REST API — offers significantly lower storage and egress costs than AWS S3 while maintaining S3 API compatibility for drop-in integration with existing tooling. [storage] - /service/backstage — Open-source developer portal framework by Spotify with REST API — provides a service catalog, software templates, TechDocs, and plugin architecture for building internal developer platforms. [devops] - /service/balena — Open-source IoT fleet management platform with REST API for deploying containerized applications to edge devices — provides OTA updates, device monitoring, remote access, and fleet management for Linux-based IoT hardware. [iot] - /service/bamboohr — BambooHR is a cloud-based HR information system (HRIS) for small and mid-sized businesses, providing employee records, time-off tracking, onboarding, performance management, and payroll integrations — with a REST API for programmatic employee data access, time-off management, and webhooks for HR workflow automation. [hris] - /service/baml-ai — Domain-specific language and toolchain for type-safe LLM function calls — BAML schemas compile to Python/TypeScript/Ruby clients with structured output parsing, retries, and observability. [ai] - /service/bandwidth — Enterprise communications platform with REST API for voice, messaging (SMS/MMS), emergency services, and WebRTC — provides direct carrier network access for high-reliability enterprise telephony and messaging. [communication] - /service/basecamp — Project collaboration platform with APIs for messages, to-dos, schedules, documents, and team communication around projects and clients. [productivity] - /service/baselime — Serverless and edge observability platform (acquired by Cloudflare) with OpenTelemetry-native ingestion, SQL-based log querying, and alerting — designed for distributed serverless architectures that are difficult to observe with traditional APM tools. [monitoring] - /service/baserow — Open-source no-code database platform with Airtable-compatible REST API for table management, record CRUD, field configuration, and real-time data access — self-hostable or cloud-hosted. [data-app] - /service/baseten — Baseten is a platform for deploying and serving ML models at scale, supporting custom models (PyTorch, TensorFlow, Hugging Face, ONNX) and popular open-source models via Truss containers. Its REST API enables programmatic model deployment, version management, and inference calls with production-grade autoscaling and GPU infrastructure management. [ai] - /service/beam — Serverless GPU compute platform for AI workloads — run Python functions on GPU cloud with REST API for job submission, function deployment, and async task execution without managing infrastructure. [ai] - /service/beehiiv — Beehiiv is a newsletter and email publication platform with a REST API for managing subscribers, publications, and email automation. Built for creators and media companies, it supports subscriber management, post scheduling, referral programs, and audience segmentation. Its API enables programmatic subscriber management and publication analytics useful for content-driven agent pipelines. [email] - /service/bentoml — BentoML is an open-source platform for packaging and serving AI models as production APIs — providing model packaging, inference service definitions, deployment tooling, runners, and integrations for Python ML stacks and containerized serving environments. [devops] - /service/better-auth — Better Auth is an open-source, comprehensive authentication library for TypeScript/Node.js — providing email/password, social OAuth, magic links, passkeys, 2FA, multi-tenancy, and organization support without vendor lock-in. [auth] - /service/betterstack — Better Stack is an observability and incident response platform combining uptime monitoring, logs, tracing, metrics, on-call alerting, status pages, and incident tooling across hosted services and APIs. [monitoring] - /service/bigcommerce — SaaS ecommerce platform with headless commerce APIs, multi-storefront support, and extensive catalog and order management. [ecommerce] - /service/bill — Financial operations platform for AP, AR, spend management, reimbursements, vendor payments, and invoicing, with REST APIs and webhooks. [accounting] - /service/bird — Bird (formerly MessageBird) is a cloud communications platform providing SMS, WhatsApp, voice, email, and chat messaging APIs via a unified platform. Its REST API enables programmatic messaging across channels, number provisioning, flow builder automation, and conversation management. Used for customer engagement, OTP/2FA, and omnichannel agent communication workflows. [communication] - /service/bitbucket — Git hosting platform with REST API for repos and pipelines [devops] - /service/bitwarden-secrets — Bitwarden Secrets Manager is an open-source secrets management platform providing a REST API and CLI for storing, accessing, and rotating secrets — designed for engineering teams and CI/CD pipelines, with machine service accounts and fine-grained access control. [secrets] - /service/bland-ai — Bland AI is a voice AI platform for high-volume AI phone calling — providing a REST API for making outbound AI phone calls, managing conversational agents (called "pathways"), handling inbound calls, and processing call recordings and transcripts. Agents use Bland AI to automate phone-based workflows (appointment reminders, lead qualification, support calls) at scale. [communication] - /service/bluesky — Open social network built on the AT Protocol with APIs for posts, feeds, identities, moderation, and custom social graph applications. [social] - /service/bluesky-api — Decentralized social network API [social] - /service/botpress — Botpress is an open-source conversational AI platform providing a visual flow builder, NLU, multi-channel deployment, and APIs for building enterprise chatbots and AI assistants — with built-in LLM integration and GPT-native conversation design. [chat-messaging] - /service/bouncer — Email verification API covering synchronous verification, asynchronous batch jobs, and deliverability metadata that maps cleanly to agent-facing validation primitives. [email-validation] - /service/box — Enterprise content management with REST API for files and collaboration [storage] - /service/box-api — Box provides a REST API for enterprise cloud file storage — enabling agents to upload/download files, manage folder structures, create shared links, manage user access, and process files with Box AI (native document Q&A and extraction). Agents use Box for enterprise document management, secure file sharing, and integrating document workflows with enterprise applications. [productivity] - /service/boxyhq — Open-source enterprise readiness toolkit with REST API for SAML SSO, Directory Sync (SCIM), and audit logs — helps SaaS teams add enterprise authentication requirements without building SAML/SCIM infrastructure from scratch. [auth] - /service/braintree — Braintree (PayPal) is a payment platform providing a REST API and client SDKs for card payments, PayPal, Venmo, Apple Pay, Google Pay, and ACH — with a drop-in UI, vault for card storage, subscription billing, and marketplace payment splitting. Agents use Braintree for flexible payment processing with strong PayPal/Venmo integration and a mature vaulting system. [payments] - /service/braintrust — Braintrust is an LLM evaluation and experiment tracking platform — providing a Python/JavaScript SDK for logging AI experiments, running automated evaluations with custom scorers or LLM-as-judge, managing prompt templates with versioning, and a web dashboard for comparing experiment runs. Agents use Braintrust to systematically evaluate LLM pipeline quality and track prompt engineering iterations. [monitoring] - /service/brave-search — Independent web search API with web, news, image, and video results. Privacy-focused with no tracking. [search] - /service/brevo — Brevo (formerly Sendinblue) is an all-in-one marketing platform providing a REST API for transactional email and SMS, marketing campaigns, contact management, automation, and CRM features — with competitive pricing, GDPR compliance (EU infrastructure), and a generous free tier. Agents use Brevo to send transactional emails, manage contacts, and trigger automated communication workflows. [email] - /service/brex — Business banking and spend management platform for startups and enterprises with API access for card management, expense submission, team management, and transaction data for automated financial workflows. [fintech] - /service/bright-data — Bright Data is an enterprise web data platform — providing a proxy network (datacenter, residential, mobile IPs), Web Scraper IDE, SERP API, datasets marketplace, and Web Unlocker API for bypassing anti-bot protections. Agents use Bright Data for high-scale web scraping through rotating proxies, structured data extraction via the Scraping Browser, and pre-collected dataset access. [web-scraping] - /service/browseruse — Browser Use is an open-source Python library that connects LLMs directly to browser control — enabling AI agents to interact with any website through natural language, using Playwright as the backend with a clean agent-friendly API. [browser-automation] - /service/browserbase — Cloud browser infrastructure for agents and automation workloads, with managed browsers, sessions, debugging tools, and automation-friendly APIs. [browser-automation] - /service/browserless — Cloud browser automation platform providing headless Chrome/Chromium instances via API. PDF generation, screenshots, scraping, and Puppeteer/Playwright support. [browser-automation] - /service/browserstack — Cloud device and browser testing platform for manual, automated, mobile, and visual testing across real devices and browsers. [testing] - /service/bubble — No-code application builder for creating web applications with visual programming, database, workflows, and API connector — with a Data API for external read/write access to app data. [low-code] - /service/budibase — Budibase is an open-source low-code platform for building internal tools, admin panels, and CRUD apps with a visual builder, external data source connectors, and a REST API for programmatic app and user management. Self-hostable or available as Budibase Cloud, it targets teams building internal tooling without extensive frontend development. [low-code] - /service/bugsnag-v2 — Bugsnag is an application stability monitoring platform — providing error tracking, crash reporting (mobile and web), and a REST API for managing errors, projects, collaborators, and release tracking. Agents use Bugsnag to query stability metrics, retrieve error details, and integrate crash reporting into automated monitoring and incident workflows. [monitoring] - /service/builder-io — Visual headless CMS with REST and GraphQL APIs — enables visual drag-and-drop page building with structured content that's accessible via API, targeting both developer and non-developer content workflows. [headless-cms] - /service/buildkite — Hybrid CI/CD platform — agents run on your own infrastructure, pipelines defined as YAML or programmatically, with Buildkite Cloud for orchestration and a rich plugin ecosystem. [devops] - /service/bullmq — Redis-based Node.js job queue library with a REST API board (Bull Board) for queue monitoring — provides reliable job processing with priorities, delays, retries, and rate limiting for TypeScript/JavaScript applications. [background-jobs] - /service/bun-runtime — Bun is a fast all-in-one JavaScript runtime, package manager, bundler, and test runner — providing a Node.js-compatible runtime built on JavaScriptCore with native TypeScript support, built-in SQLite, WebSocket, HTTP server, and shell APIs. Agents deploy Bun-based services for high-performance JavaScript/TypeScript backend workloads, and use Bun's package manager and bundler in CI/CD pipelines. [devops] - /service/bunny-cdn-v2 — Bunny CDN (bunny.net) is a cost-effective CDN with a REST API for managing pull/push zones, purging cached content, accessing storage, managing DNS, and analyzing traffic statistics — offering competitive global delivery at low per-GB pricing. Agents use Bunny CDN for managing CDN zones, purging cached assets after deployments, and integrating CDN configuration into deployment pipelines. [cdn] - /service/bunny-cdn — Bunny.net is a high-performance CDN and edge storage platform offering global content delivery, video streaming, image optimization, and edge scripting. Its REST API provides programmatic management of pull zones (CDN), storage zones, video libraries, and edge rules. Known for competitive pricing and straightforward API design, widely used by startups and media companies. [cdn] - /service/bunny-stream — Video hosting, processing, and delivery platform with REST API for uploading, transcoding, and streaming video — integrated with Bunny.net's CDN for cost-effective global video delivery with DRM and access control options. [video] - /service/buttondown — Buttondown is an email newsletter platform with a developer-friendly REST API — providing endpoints for creating and sending newsletters, managing subscribers, importing/exporting lists, and querying analytics, with webhook support for subscription events. Agents use Buttondown to send transactional newsletters, manage subscriber lists, and automate newsletter workflows. [email] - /service/caddy — Open-source web server and reverse proxy with automatic HTTPS — provides a JSON-based Admin API for live configuration management without restarts, built-in TLS via Let's Encrypt/ZeroSSL, and a declarative Caddyfile configuration format. [networking] - /service/cal-com — Open-source scheduling infrastructure platform; self-hosted or Cal.com Cloud with a REST API for booking management, availability, event types, and embeddable scheduling components. [calendar] - /service/cal-api — Cal.com's REST API for programmatic scheduling — enables agents to create bookings, manage availability rules, query event types, and handle webhooks for meeting lifecycle events across individual and team calendars. [calendar] - /service/calendly — Scheduling assistant with workflow automation [calendar] - /service/campaign-monitor — Email marketing platform with API for subscriber management, campaign creation, transactional email, and list management — used by agencies and businesses for bulk email marketing and automation. [email] - /service/camunda — Camunda is an open-source process orchestration platform — providing BPMN 2.0 workflow execution, a REST API for deploying process definitions, starting instances, completing user tasks, and querying process state. Agents use Camunda for automating multi-step business processes with human approval gates, service task integration, and audit trail requirements. [workflow-orchestration] - /service/canva-api — The Canva Connect API provides programmatic access to Canva's design platform — enabling agents to create designs from templates, export finished assets, manage brand templates, and integrate Canva into automated content production workflows. It supports OAuth2 user authentication and service-level access for building Canva-connected applications and automation pipelines. [data-app] - /service/caprover — CapRover is an open-source, self-hosted PaaS (Platform as a Service) — providing a REST API and CLI for deploying containerized apps on any VPS or dedicated server, with Heroku-like simplicity and Docker Swarm under the hood. [devops] - /service/capsule-crm — Capsule is a simple, affordable CRM providing a REST API for managing contacts (people and organizations), opportunities, tasks, and cases — enabling agents to create CRM records from product events, track opportunity pipelines, and integrate contact data with marketing and support workflows. [crm] - /service/carbon-api — Unified file ingestion API for AI/RAG — connects Google Drive, Notion, Dropbox, OneDrive, GitHub, Confluence, and more; chunks, embeds, and syncs files into your vector store. [integrations-platform] - /service/cartesia — Cartesia provides low-latency speech AI APIs focused on text-to-speech and voice generation for interactive assistants, calling systems, and real-time voice products. [ai] - /service/casdoor — Open-source centralized authentication and authorization platform with REST API — provides SSO, OAuth2, SAML, and LDAP in a self-hosted package with a web UI and API for user and application management. [auth] - /service/celery — Distributed Python task queue using message brokers (Redis, RabbitMQ, SQS) with Flower monitoring UI — the dominant background task processing solution for Python applications with strong support for distributed workflows. [background-jobs] - /service/census — Census is a reverse-ETL platform that syncs data from warehouses (Snowflake, BigQuery, Redshift, dbt) to business tools (CRM, email, ads, customer success platforms). Its REST API enables programmatic management of sync configurations, manual trigger of syncs, and monitoring of sync results — supporting agent-driven data activation workflows. [reverse-etl] - /service/centrifugo — Open-source self-hosted real-time messaging server — provides WebSocket, SSE, and HTTP streaming transports with a REST API for publishing messages to channels, user management, and presence/history features. [real-time] - /service/cerbos — Open-source, stateless authorization service with REST and gRPC APIs for evaluating fine-grained RBAC and ABAC policies — policies are defined as YAML files and evaluated by a self-hosted Cerbos PDP instance. [authorization] - /service/cerebras — High-throughput inference platform for large language models with OpenAI-compatible APIs and unusually fast token generation on Cerebras hardware. [ai] - /service/cerebras-cloud — Cerebras Cloud provides ultra-fast LLM inference powered by Cerebras Wafer-Scale Engine (WSE) hardware — delivering 1000+ tokens/second throughput for frontier models like Llama 3.1 70B and 3.3 70B, with an OpenAI-compatible REST API. Agents use Cerebras for latency-sensitive LLM workflows where generation speed is critical — real-time agents, streaming responses, and interactive AI applications. [ai] - /service/cerebras-v2 — Cerebras Inference provides hosted model inference APIs backed by Cerebras hardware, with OpenAI-compatible access patterns, speed-focused serving, and support for large open and proprietary-adjacent model workflows. [ai] - /service/chainguard — Minimal, hardened container images and image factory for secure software supply chains — zero CVE base images, daily rebuilds, SBOM/SLSA provenance, Chainguard Registry. [security-scanning] - /service/chargebee — Chargebee is a subscription management and recurring billing platform — providing a REST API for managing subscriptions, customers, invoices, plans, addons, coupons, and payment collection across multiple payment gateways. Agents use Chargebee to automate subscription lifecycle management, handle billing state changes, and integrate subscription data into product and analytics workflows. [subscription-billing] - /service/chatwoot — Open-source customer support and engagement platform with shared inbox, live chat, and API for conversation management, agent assignment, and integration with external tools — self-hostable alternative to Intercom. [customer-support] - /service/checkly — Checkly is a monitoring-as-code platform — providing a Node.js/TypeScript SDK (Checkly CLI) for defining browser checks (Playwright-based), API checks, and heartbeat monitors as code, running them on a global monitoring network, and alerting on failures. Agents use Checkly to implement synthetic monitoring for web applications and APIs with full Playwright browser automation capabilities. [monitoring] - /service/checkmarx — Application security testing platform with REST API for SAST (static analysis), SCA (dependency scanning), and IaC security scanning — enterprise-grade code security integrated into CI/CD pipelines. [security-scanning] - /service/chroma — Chroma is an open-source embedding database — providing a Python/JavaScript client library for storing, querying, and managing vector embeddings with metadata filtering, in-memory or persistent storage, and a lightweight HTTP server for production deployments. Agents use Chroma for semantic similarity search, RAG retrieval layers, and embedding-based clustering in AI pipelines. [vector-database] - /service/circle — Circle provides APIs for USDC stablecoin payments, cross-border transfers, and programmable money flows via the Circle Payments and Web3 Services platforms. Key services include programmable wallets (custody-free for agents), USDC transfers between wallets, and cross-border payouts via ACH, wire, and blockchain. Designed for agent-native applications requiring programmable dollar-denominated transactions. [agent-payments] - /service/circleci — Continuous integration platform with pipeline and job APIs [devops] - /service/clarifai — AI-powered visual and text content moderation platform with REST API for detecting explicit content, unsafe images, text toxicity, and custom concept recognition — supports both pre-built and custom trained moderation models. [content-moderation] - /service/clay-data — Clay is a data enrichment and outbound automation platform aggregating 100+ data sources into a spreadsheet-like workspace for building enriched prospect lists and automating research workflows. [ecommerce] - /service/clearbit — B2B data enrichment API for person and company intelligence. Real-time enrichment, prospecting, and lead scoring data. [data-enrichment] - /service/clerk — Clerk is a complete user management and authentication platform providing drop-in React/Next.js/Remix components, a Backend API, and webhooks — covering sign-up/sign-in (email, OAuth, passkeys, MFA), user profiles, organizations, sessions, and JWT-based auth. Agents use Clerk's Backend API to manage users, validate sessions, and integrate authentication into backend workflows. [auth] - /service/clerk-v4 — Clerk is a developer authentication and user management platform providing hosted sign-in/up flows, organizations, passkeys, session management, backend SDKs, and React/Next.js components for B2C and B2B applications. [auth] - /service/clickhouse — Open-source column-oriented OLAP database with REST and native protocol APIs — designed for real-time analytics over large datasets with sub-second query performance, available self-hosted or as ClickHouse Cloud. [data-warehouse] - /service/clickhouse-cloud-v2 — Managed ClickHouse columnar database optimized for real-time analytics at scale; fast ingest, sub-second aggregation queries, and a SQL-native API with high-compression storage. [data-warehouse] - /service/clickup — ClickUp is an all-in-one project management platform providing a REST API for tasks, lists, spaces, goals, docs, time tracking, and dashboards — enabling agents to manage work items across the full project lifecycle, integrate with development and support workflows, and automate task creation and status updates. [productivity] - /service/clockify — Free time tracking platform with comprehensive API for time entries, projects, workspaces, reports, and team management — widely used as a cost-free alternative to Toggl and Harvest. [time-tracking] - /service/close-crm — Sales-focused CRM with built-in calling, email, and SMS. REST API for leads, contacts, opportunities, activities, and communication automation. [crm] - /service/firestore-v2 — Cloud Firestore is Google Cloud's scalable, serverless NoSQL document database — providing a REST API and real-time listeners for document storage, collection management, queries, transactions, and offline data sync. Agents use Firestore for flexible document storage in GCP/Firebase applications, real-time data sync scenarios, and serverless backend data management. [databases] - /service/cloudflare — CDN, DNS, and edge computing platform with REST API [networking] - /service/cloudflare-d1 — Cloudflare D1 is a serverless SQLite-compatible SQL database running at the edge — providing a REST API and Wrangler CLI for managing databases, a Workers binding for zero-latency SQL queries from Cloudflare Workers, SQLite syntax support, and global replication for read replicas. Agents use D1 to store structured data in edge-deployed applications without managing database infrastructure. [databases] - /service/cloudflare-images — Cloudflare Images is a managed image storage and optimization service with a REST API for uploading, storing, and delivering images globally via Cloudflare's edge network. It provides automatic format conversion (WebP, AVIF), on-the-fly resizing via URL variants, and unlimited image delivery bandwidth included in the flat pricing model. [media] - /service/cloudflare-pages — Cloudflare Pages is a JAMstack deployment platform for static sites and full-stack applications — providing Git-based deployment with automatic global CDN distribution across Cloudflare's 300+ PoPs, preview deployments for pull requests, and Pages Functions (Cloudflare Workers) for server-side logic. Agents use the REST API for deployment management and status monitoring. [devops] - /service/cloudflare-queues — Cloudflare Queues is a managed message queue service built for Cloudflare Workers — providing guaranteed, at-least-once message delivery between Workers with batching, dead-letter queues, and a simple producer/consumer API natively integrated into the Cloudflare platform. [message-queues] - /service/cloudflare-r2 — S3-compatible object storage with zero egress fees and native Cloudflare Workers integration. [storage] - /service/cloudflare-stream — Video storage, encoding, and delivery API built on Cloudflare's global network with upload, adaptive bitrate streaming, thumbnail generation, and live streaming capabilities. [video] - /service/cloudflare-workers-v3 — Cloudflare Workers is an edge computing platform — running JavaScript/TypeScript (and Wasm) on Cloudflare's global network of 300+ PoPs with sub-millisecond cold starts, a REST API for deployment and management, and deep integrations with Cloudflare KV, R2, D1, Durable Objects, and Queues. Agents use Cloudflare Workers for globally distributed serverless functions, edge AI inference, and low-latency API responses. [devops] - /service/cloudflare-ai — Cloudflare Workers AI provides serverless AI inference at the edge — running popular open-source models (Llama, Mistral, Whisper, Stable Diffusion, BERT, etc.) on Cloudflare's global network via a simple REST API and Workers binding, with no GPU provisioning, near-zero cold-start, and per-token billing. Agents use Workers AI for low-latency LLM inference, speech recognition, image generation, and embedding generation directly from Cloudflare Workers or via the REST API. [ai] - /service/cloudflare-kv — Cloudflare Workers KV is a globally distributed, eventually consistent key-value storage service — accessible from Cloudflare Workers via bindings and from any HTTP client via the REST API. Agents use Workers KV for fast edge-side reads (cached at 200+ Cloudflare PoPs), configuration distribution, session storage, and feature flags accessible globally with sub-millisecond read latency. [cache] - /service/cloudinary — Image and video management API with transformations [media] - /service/cloudinary-video — Media management platform with REST API for video upload, transformation, optimization, and delivery — provides on-the-fly video transcoding, adaptive streaming, and AI-powered video analysis. [video] - /service/cobalt-io — Embedded integration platform-as-a-service for SaaS products; pre-built connectors to 100+ enterprise apps with white-label UI and managed OAuth on behalf of end customers. [integrations-platform] - /service/cockroachdb — CockroachDB is a cloud-native distributed SQL database providing PostgreSQL wire protocol compatibility, automatic horizontal sharding, strong consistency (serializable isolation), multi-region deployments, and a serverless tier (CockroachDB Serverless). Agents use CockroachDB via standard PostgreSQL clients and drivers, with the cloud Management API for cluster lifecycle management. [databases] - /service/coda — Doc-database hybrid platform with tables, docs, formulas, buttons, and Packs integrations. API for docs, tables, rows, and automation. [productivity] - /service/codacy — Automated code review platform with API for quality gates, security analysis, test coverage, and engineering metrics — supports 40+ languages with PR decoration and CI/CD quality gating. [code-quality] - /service/codeclimate — Automated code review and quality analysis platform with API for retrieving test coverage, maintainability grades, code smells, and technical debt data for CI/CD integration and engineering metrics reporting. [code-quality] - /service/coderabbit — CodeRabbit is an AI-powered code review platform — providing automated pull request reviews via GitHub/GitLab/Bitbucket integration, a chat interface for asking questions about code changes, inline review comments with actionable suggestions, and a REST API for triggering reviews and fetching feedback. Agents use CodeRabbit to automate code review workflows and surface quality issues in CI/CD pipelines. [code-quality] - /service/codesandbox — CodeSandbox provides browser-accessible and API-driven cloud development environments (Sandboxes and Devboxes) for running code, building previews, and automated testing. Its API enables programmatic creation and management of isolated execution environments, useful for CI/CD preview deployments, interactive coding features, and agent-driven code execution workflows. [code-execution] - /service/cohere — Cohere provides enterprise-grade LLM APIs for text generation (Command R+), embeddings (Embed), reranking (Rerank), and RAG — purpose-built for production enterprise deployments with strong retrieval-augmented generation capabilities, multilingual support, and a focus on correctness and grounding. Agents use Cohere for semantic search pipelines, RAG implementations, enterprise text generation, and document classification. [ai] - /service/cohere-v4 — Cohere Command R+ is an enterprise-focused model with retrieval-augmented generation, tool use, structured generation, multilingual support, and long context for business knowledge workflows. [ai] - /service/coinbase-commerce — Cryptocurrency payment processing API. Accept Bitcoin, Ethereum, USDC, and other cryptocurrencies with simple checkout and webhook integration. [agent-payments] - /service/comet-ml — ML experiment tracking platform with REST API for logging, comparing, and retrieving training experiments, model registry management, and production model monitoring. [ml-experiment-tracking] - /service/composio — Composio is an AI agent tool-integration platform — providing 250+ pre-built tool integrations (GitHub, Gmail, Slack, Notion, databases, etc.) designed specifically for LLM function-calling, a Python SDK for registering tools with OpenAI Agents SDK, LangChain, and CrewAI, and managed OAuth for end-user connections. Agents use Composio to equip AI agents with tools for real-world actions without building individual API integrations. [workflow-automation] - /service/confluence — Confluence (Atlassian) provides a REST API for managing spaces, pages, blog posts, and content — enabling agents to create documentation, update wiki pages, search knowledge base content, and sync technical documentation with code changes. Agents use Confluence to automate documentation workflows, update runbooks on deployments, and integrate knowledge management with development pipelines. [productivity] - /service/confluent-cloud — Confluent Cloud is the fully managed Apache Kafka service — providing Kafka-compatible producer/consumer APIs, a REST Proxy for HTTP-based Kafka access, Schema Registry for Avro/Protobuf/JSON schema management, and a management API for cluster and topic lifecycle. Agents use Confluent Cloud for event streaming at scale with full Kafka compatibility and managed operations. [message-queues] - /service/confluent-kafka — Fully managed Apache Kafka with schema registry, connectors, stream processing, and enterprise-grade event streaming. The standard for high-throughput messaging. [message-queues] - /service/contentful — Contentful is the leading enterprise headless CMS providing a Content Delivery API (CDA), Content Management API (CMA), and GraphQL API for managing and delivering structured content at scale — with rich content modeling, localization, versioning, webhooks, and a managed cloud platform. Agents use Contentful to query published content, manage entries programmatically, and build content-driven automation workflows. [headless-cms] - /service/convertkit — Creator-focused email marketing platform with subscriber management, email sequences, broadcasts, and commerce features for digital products. [email] - /service/convex — Convex is a reactive backend-as-a-service providing a TypeScript-first transactional database, real-time subscriptions, server-side functions (queries, mutations, actions), scheduled tasks, file storage, and search — designed to eliminate the need for a separate backend server for many full-stack apps. Its TypeScript API enables agents to query and mutate data with full ACID guarantees and automatic real-time reactivity. [databases] - /service/convoy-webhooks — Convoy is an open-source, high-performance webhooks gateway providing reliable webhook delivery with retries, fanout, rate limiting, circuit breaking, and delivery analytics — self-hostable or available as Convoy Cloud. Its REST API and SDK enable agents to programmatically create webhook endpoints, publish events for delivery, manage subscriptions, and query delivery status. [webhooks] - /service/coolify — Coolify is an open-source, self-hostable PaaS providing a dashboard and REST API for deploying any language, Docker container, or service on own servers — with automatic SSL, database management, and Git-based deployments. [devops] - /service/copilotkit — React SDK for embedding AI copilots into apps — useCopilotChat, useCopilotAction, and CoAgent integration for agentic in-app assistants with real-time state awareness. [sdk-tooling] - /service/copper — Gmail-native CRM for small business [crm] - /service/copper-crm — Copper is a CRM built for Google Workspace — providing a REST API for managing contacts, leads, opportunities, companies, and activities with native Gmail, Calendar, and Drive integration. Agents use Copper to sync product data with CRM records, create leads from inbound events, and automate sales pipeline workflows in Google-ecosystem environments. [crm] - /service/corbado — Corbado is a passkey-first authentication platform providing a REST API and JavaScript/mobile SDKs for implementing WebAuthn/FIDO2 passkey authentication — enabling agents to add passwordless authentication (biometric, device-based) to web and mobile applications with identifier-first passkey flows, cross-device auth, and session management. [auth] - /service/couchbase — Distributed NoSQL database with REST and SQL++ (N1QL) API — combines document storage with SQL-like querying, full-text search, analytics, and mobile sync (Couchbase Lite + Sync Gateway) in a single platform. [databases] - /service/courier — Multi-channel notification infrastructure platform with REST API for sending and managing notifications across email, push, SMS, Slack, and in-app channels — with a drag-and-drop template designer and delivery analytics. [notifications] - /service/craft-docs — Craft is a document creation and collaboration app for macOS, iOS, and web — providing a REST API for reading and writing documents and blocks programmatically, suitable for agents creating structured documentation in Craft workspaces. [productivity] - /service/crawl4ai — Crawl4AI is an open-source async web crawling and scraping library built for LLM and AI agent workflows — providing a Python SDK for crawling web pages, extracting clean markdown, running CSS/XPath/LLM-based extraction strategies, handling JavaScript rendering, and crawling multi-page sites. Agents use Crawl4AI to extract web content for RAG pipelines and research workflows without managing browser infrastructure. [web-scraping] - /service/crawlbase — Web scraping and data extraction API with JavaScript rendering, CAPTCHA solving, and rotating proxies — provides both raw HTML scraping and structured data extraction endpoints for common site types. [web-scraping] - /service/creem — Modern merchant-of-record payments platform for SaaS and digital products — handles global tax compliance, checkout, and subscription management via REST API with simple pricing and developer-first design. [payments] - /service/crewai — CrewAI is an open-source multi-agent orchestration framework — providing a Python SDK for defining role-based AI agents (with backstory, goals, and tools), assembling them into crews with task assignments and process flows (sequential or hierarchical), and running collaborative agent teams that work together to complete complex tasks. Agents use CrewAI to build multi-agent systems where specialized agents collaborate with defined roles. [ai] - /service/crisp — Crisp is a customer messaging platform providing a REST API and real-time WebSocket API for managing shared inbox conversations, contacts, and helpdesk — with live chat, email, and social channel integration. Agents use Crisp to send proactive messages, update conversation metadata, manage contact data, and integrate support workflows with product and CRM systems. [customer-support] - /service/cronitor — Cron monitoring and scheduling service that tracks job execution, alerts on failures, and provides scheduling-as-a-service for automated workflows. [scheduling] - /service/crossplane — Kubernetes-native infrastructure control plane that extends Kubernetes with custom resource definitions (CRDs) for managing cloud infrastructure — uses the Kubernetes API as the interface for all infrastructure provisioning. [infrastructure-as-code] - /service/crowdin — Localization management platform with API for project management, file upload/download, translation workflow automation, and integrations for open-source and commercial software localization. [localization] - /service/crowdstrike — CrowdStrike Falcon API exposes security, endpoint, threat, detection, and incident-management surfaces for programmatic access to the CrowdStrike platform. [security-scanning] - /service/cube-dev — Cube is a semantic layer and headless BI platform providing a REST and GraphQL API for defining metrics, dimensions, and cubes — enabling consistent metric definitions across dashboards, data apps, and AI agents querying business data. [data-app] - /service/cursor-api — Cursor exposes an API and SDK surface for AI-assisted code generation, editing, and agentic coding workflows within the Cursor IDE environment and through programmatic integrations. [ai] - /service/customer-io — Customer.io is a marketing automation and transactional messaging platform — providing a REST API for sending transactional emails/SMS/push, managing customer profiles and event tracking, and triggering automated messaging campaigns based on user behavior. Agents use Customer.io to send personalized messages, track user events, and manage customer lifecycle workflows programmatically. [email] - /service/cyclr — Cyclr is an embedded integration platform as a service (iPaaS) for SaaS products — enabling software vendors to add native, in-product integrations to their applications without building or maintaining connectors. Its REST API and low-code workflow builder let agents automate integration deployments, manage user-specific integration cycles, and query integration status within multi-tenant SaaS architectures. [integrations-platform] - /service/cypress — Cypress is an end-to-end testing framework for web applications — providing a JavaScript/TypeScript API for browser-based testing with real-time test execution, automatic screenshots and video recording, and Cypress Cloud for CI/CD dashboard and parallel execution. Agents use Cypress for E2E testing web applications with a developer-friendly debugging experience. [testing] - /service/cypress-cloud — Cloud platform for Cypress test orchestration, flake detection, dashboards, and CI analytics. [testing] - /service/dagger — Programmable CI/CD engine — allows defining pipelines as code using Go, Python, TypeScript, or PHP SDKs, executing them in isolated containers locally or on any CI platform, with a GraphQL API for pipeline orchestration. [devops] - /service/dagster — Dagster is a data orchestration platform with an asset-centric model — defining software-defined assets (data products) and their dependencies, with scheduling, partitioning, observability, and a managed cloud offering (Dagster Cloud) for data and ML pipelines. [workflow-orchestration] - /service/daily — Daily (daily.co) is a WebRTC-based video and audio infrastructure platform — providing a REST API for room management, access token generation, and session recording, plus SDKs for embedding video calls and building AI voice pipelines. Agents use Daily to create meeting rooms, control access with tokens, start recordings, and build real-time AI audio processing pipelines with Daily Bots. [video-conferencing] - /service/databricks — Databricks is a unified data intelligence platform built on Apache Spark and Delta Lake — providing a collaborative notebook environment, SQL warehouse (Databricks SQL), machine learning (MLflow), a REST API for job/cluster management, and an SQL connector for querying Delta tables at petabyte scale. Agents use Databricks to run Spark jobs, execute SQL queries, manage ML experiments, and automate data pipeline workflows. [data-warehouse] - /service/datadog — Datadog is the leading cloud observability and security platform — providing unified metrics, logs, traces (APM), infrastructure monitoring, synthetic monitoring, RUM, and security across cloud, on-premises, and hybrid environments. Its REST API enables agents to submit metrics, query data, manage monitors, create dashboards, and trigger incident workflows programmatically. [monitoring] - /service/datadog-llm — Datadog LLM Observability is a Datadog product for monitoring AI and LLM applications, providing traces, span analytics, prompt/response logging, cost tracking, evaluations, and integration with Datadog APM and dashboards. [monitoring] - /service/dataforseo — SEO and search intelligence API suite covering SERP data, keyword metrics, backlinks, on-page analysis, and business data for analytics and automation workflows. [data-enrichment] - /service/datasette — Datasette is an open-source tool for exploring and publishing SQLite databases as interactive, browsable web APIs — providing automatic JSON API endpoints for any SQLite database, a query interface, faceting, search, and a plugin ecosystem. Agents use Datasette to expose SQLite data as queryable REST APIs, explore datasets programmatically, and build lightweight data publishing pipelines. [analytics] - /service/datocms — GraphQL-first headless CMS with localization, structured text, environment management, and editorial workflows. [headless-cms] - /service/daytona — Daytona is an open-source developer environment manager providing a REST API and CLI for creating, managing, and destroying reproducible development environments (workspaces) from Git repositories — self-hostable on any cloud or on-premises infrastructure. [devops] - /service/dbt-cloud — dbt Cloud is the managed platform for dbt (data build tool) — providing a REST API for triggering job runs, querying run status, accessing metadata, and managing project configuration. Agents use dbt Cloud to trigger transformation jobs after data ingestion, monitor pipeline health, and integrate dbt runs into data orchestration workflows. [data-pipeline] - /service/debounce — Developer-focused email validation and enrichment API with clear single-check, batch, and usage/balance surfaces suitable for operational automation. [email-validation] - /service/deel — Global payroll and contractor management platform with REST API for managing international employees, contractors, and compliance across 150+ countries — API covers contracts, payroll, expenses, and compliance documents. [hris] - /service/deepgram — Speech-to-text and text-to-speech AI API; real-time streaming transcription, batch transcription, speaker diarization, sentiment analysis, topic detection, and Nova model family. [media] - /service/deepinfra — Serverless AI inference platform with OpenAI-compatible REST API for running open-source models (Llama, Mistral, Qwen, SDXL, Whisper) at low cost — per-token billing with no cold start on popular models. [ai] - /service/deepl — AI-powered translation API with superior quality for European languages. Document translation, glossary support, and formal/informal tone control. [translation] - /service/deepseek — Reasoning-optimized LLM API with OpenAI-compatible interface [ai] - /service/deepsource — Automated code review platform with REST and GraphQL APIs for issue tracking, quality gate evaluation, and analysis history — focuses on autofix capabilities that automatically resolve common code issues via PRs. [code-quality] - /service/defer — Defer is a background job and scheduling platform for Node.js applications, providing a simple function-based SDK where any async function becomes a durable background job with retries, scheduling, and cancellation. [background-jobs] - /service/deno-v2 — Deno is a modern JavaScript and TypeScript runtime from the creator of Node.js, providing secure-by-default execution, built-in TypeScript, web-standard APIs, a standard library, and Deno Deploy for global edge deployment. [devops] - /service/deno-deploy — Deno Deploy is a serverless edge runtime for JavaScript and TypeScript — providing global deployment of HTTP servers with zero configuration, built-in KV store, queues, and cron jobs. Its REST API and CLI enable agents to deploy code, manage projects, configure custom domains, and trigger deployments from CI/CD pipelines without infrastructure management. [devops] - /service/deno-kv — Deno KV is a globally replicated key-value database built into the Deno runtime and available via Deno Deploy — providing a strongly-consistent, low-latency KV store with atomic transactions, queue primitives, and a REST API accessible from any HTTP client. Agents use Deno KV for fast persistent state, atomic counter operations, deduplication, and cross-region data access in Deno-based serverless environments. [cache] - /service/depot-dev — Remote container build acceleration platform; drop-in replacement for docker build with persistent cache, native multi-architecture builds, and zero-config GitHub Actions integration. [devops] - /service/descope — Descope is a no-code/low-code authentication and user management platform — providing drag-and-drop auth flow builder, a REST API for session management and user operations, and SDKs for passwordless, SSO, MFA, and magic link flows. Agents use Descope for rapid auth integration with minimal code, especially when visual flow design and multi-method support are priorities. [auth] - /service/devbox — Jetpack Devbox creates reproducible, isolated development environments using Nix — devbox.json config, instant shell activation, no Docker overhead, and Devbox Cloud for sharing. [devops] - /service/dify — Dify is an open-source LLM application development platform — providing a visual workflow editor for orchestrating AI pipelines, a REST API for deploying LLM applications as backend services, built-in RAG tools (file upload, knowledge base, vector search), and support for 100+ model providers. Agents use Dify to run pre-built LLM workflows via API without managing model infrastructure directly. [ai] - /service/digital-ocean — DigitalOcean provides a REST API for managing cloud infrastructure — Droplets (VMs), Kubernetes clusters, App Platform (PaaS), managed databases, Spaces (object storage), Load Balancers, and Firewalls. Agents use DigitalOcean to provision and manage developer-friendly cloud resources with straightforward pricing and a clean API. [devops] - /service/directus — Open-source data platform and headless CMS that layers instant REST and GraphQL APIs over SQL databases. [headless-cms] - /service/discord — Chat platform API for bots, webhooks, and guild management [communication] - /service/docker-hub-v2 — Docker Hub is the container image registry for distributing and storing Docker images, while Docker Engine provides the container runtime and build tooling for packaging and running containerized applications. [devops] - /service/docparser — Cloud document parsing automation — upload PDFs and Word docs, define parsing rules, extract structured data via REST API or Zapier/webhook; targets invoices, forms, and contracts. [document-processing] - /service/docusign — Enterprise e-signature and agreement management platform with APIs for envelope creation, signing workflows, template management, and agreement analytics. [e-signatures] - /service/dokku — Dokku is an open-source, Docker-powered mini-Heroku — providing CLI and SSH-based deployment of apps via git push, with plugin ecosystem for databases, SSL, and domain management on a single server. [devops] - /service/dokploy — Dokploy is an open-source, self-hosted PaaS alternative to Vercel and Heroku — providing a REST API and dashboard for deploying applications and databases via Docker, Traefik, and automated SSL on any VPS. [devops] - /service/doodle — Meeting scheduling and poll coordination platform with API for creating scheduling polls, managing availability slots, and handling participant responses — used for group meeting coordination. [calendar] - /service/doppler — Doppler is a secrets management platform that syncs environment variables and secrets to applications, CI/CD pipelines, cloud providers, and Kubernetes through a CLI, SDK, and integration framework. [secrets] - /service/dots-api — Dots is a payments and payout infrastructure platform designed for platforms and marketplaces needing to disburse funds to users, contractors, and sellers — providing a REST API for user onboarding (with KYC), payout account linking (bank, PayPal, Venmo, ACH, checks), payout initiation, and balance management. Strong fit for agent-mediated platforms that pay out to participants. [agent-payments] - /service/dragonfly — Redis-compatible in-memory data store with dramatically higher throughput and memory efficiency — drop-in Redis replacement with the same API surface but significantly better performance characteristics per instance. [cache] - /service/drata — Continuous security compliance automation platform for SOC 2, ISO 27001, GDPR, HIPAA, and more with automated evidence collection, control monitoring, personnel management, and audit readiness workflows. [compliance] - /service/driverjs — Lightweight, no-dependency JavaScript library for product tours, spotlight overlays, and contextual user onboarding — zero dependencies, framework-agnostic, 4KB gzip. [sdk-tooling] - /service/drizzle-orm — Drizzle ORM is a lightweight TypeScript ORM — providing a type-safe query builder with SQL-like syntax, schema definition, Drizzle Kit for migrations, and support for PostgreSQL, MySQL, SQLite, and Cloudflare D1/Turso/Neon edge databases. Agents use Drizzle for type-safe database interactions in TypeScript/Edge environments where Prisma's binary engine is too heavy. [databases] - /service/drizzle-v3 — Drizzle ORM is a lightweight TypeScript-first ORM with SQL-like query builder, schema definition, Drizzle Kit for migrations, and support for PostgreSQL, MySQL, SQLite, and edge databases including D1, Turso, and Neon. [databases] - /service/dropbox — Cloud file storage with REST API for file operations and sharing [storage] - /service/dropbox-api — Dropbox provides a REST API for file and folder management — enabling agents to upload/download files, share files and folders, manage team member accounts, create shared links, and integrate Dropbox file storage into automated document workflows. [productivity] - /service/dropbox-sign — E-signature API (formerly HelloSign) for requesting, managing, and embedding legally binding digital signatures with templates, embedded signing flows, and workflow automation. [e-signatures] - /service/hellosign — Electronic signature REST API (rebranded to Dropbox Sign) for requesting, tracking, and managing document signatures — embedded signing, signature requests, and template management for workflow automation. [e-signatures] - /service/dspy — DSPy (Stanford NLP) is a framework for programming with foundation models — replacing prompt strings with composable modules and automatic optimization of LLM pipelines through compilation, enabling systematic prompt engineering at scale. [ai] - /service/dub-co — Open-source link management and analytics platform; short links, branded domains, QR codes, deep links, and click analytics with a REST API and embeddable analytics component. [analytics] - /service/dvc — Open-source ML experiment tracking, data versioning, and pipeline management tool — provides Git-based version control for datasets, models, and experiment metrics with a CLI and Python API for ML workflow automation. [ml-experiment-tracking] - /service/dvc-iterative — DVC is an open-source version control system for machine learning projects — tracking data, model artifacts, and experiment metadata alongside code in Git, enabling reproducibility, data lineage, pipeline definitions, and collaboration across ML teams. [ml-experiment-tracking] - /service/dynatrace — Dynatrace is an enterprise observability and AIOps platform — providing full-stack monitoring (APM, infrastructure, user experience, logs) with AI-powered root cause analysis (Davis AI), a REST API for querying metrics and problems, deployment event submission, and configuration management. Agents use Dynatrace to query performance metrics, retrieve active problems, and submit deployment events in automated workflows. [monitoring] - /service/e2b — E2B is a cloud sandbox execution platform for AI agents — providing a Python/JavaScript SDK for spawning secure micro-VMs (sandboxes) where agents can run arbitrary code, execute shell commands, manage files, and run long-lived processes, with sub-second cold starts and full Linux environment access. Agents use E2B to safely execute LLM-generated code in isolated containers without security risk. [code-execution] - /service/edgedb — Next-generation relational database with a graph-relational data model, strongly typed schema, and REST/HTTP query API — designed to replace ORMs by making the database itself expressive enough for complex queries without boilerplate. [databases] - /service/elastic-apm — Application performance monitoring component of the Elastic Stack with REST API for transaction tracing, error tracking, and service maps — integrates with Elasticsearch and Kibana for APM data storage and visualization. [apm] - /service/elastic-cloud — Elastic Cloud is the managed cloud offering of the Elastic Stack (Elasticsearch, Kibana, Logstash, Beats) — providing full-text search, log analytics, APM, security analytics, and vector search via the Elasticsearch REST API, Kibana dashboards, and Elastic Agent. Agents use Elasticsearch for full-text search, log querying, vector similarity search, and observability data analysis via the REST API. [monitoring] - /service/elastic-email — Email delivery and marketing platform with REST API for transactional email, campaigns, and list management — cost-focused provider with pay-per-email pricing and straightforward REST API for sending and tracking. [email] - /service/elasticsearch — Elasticsearch is the leading open-source distributed search and analytics engine — providing a REST API for full-text search, structured queries, aggregations, vector search (kNN), and log analytics at scale. Agents use Elasticsearch for powering search experiences, running analytics over large datasets, and implementing hybrid search (keyword + semantic) pipelines. [search] - /service/electric-sql — ElectricSQL is an open-source local-first sync layer for PostgreSQL — providing real-time partial replication from Postgres to client-side SQLite databases (in browsers, React Native, and Node.js), enabling offline-capable apps with automatic conflict resolution and sync. Its TypeScript SDK and HTTP sync API enable agents to build local-first data architectures with live sync to Postgres. [databases] - /service/elevenlabs — AI voice synthesis platform; high-quality text-to-speech with voice cloning, voice design, multilingual support, real-time streaming, and a conversational AI SDK for voice agents. [media] - /service/elysia-bun — Elysia is a high-performance TypeScript web framework built specifically for Bun — providing end-to-end type safety, automatic schema validation, lifecycle hooks, and an Eden treaty client for type-safe client-server communication. [networking] - /service/emailable — Email verification platform with public API docs for single-address validation, batch processing, webhook-style workflows, and flexible auth via bearer header or API key parameter. [email-validation] - /service/encharge — Encharge is a lifecycle marketing automation platform built for SaaS companies — providing behavior-based email sequences, user event tracking, segment automation, and CRM integrations. Its REST API enables agents to sync user attributes, track events that trigger automation flows, manage subscriber tags/segments, and query campaign performance for automated lifecycle marketing workflows. [lifecycle-marketing] - /service/encore-dev — Full-stack application backend platform where infrastructure (databases, queues, caches, cron jobs, pub/sub) is declared in Go or TypeScript code; deploys to AWS, GCP, Azure, or Encore Cloud. [devops] - /service/engagespot — Engagespot is a developer-first notifications infrastructure platform providing a REST API and React SDK for sending multi-channel notifications (in-app feed, email, SMS, push, Slack, Discord) — with workflow automation, subscriber preference management, real-time in-app notification center, and a self-hostable option. Agents trigger notification flows and manage subscriber state via the API. [notifications] - /service/env0 — Infrastructure workflow platform for Terraform, OpenTofu, Pulumi, and Terragrunt with environment management, approvals, and cost/security controls. [infrastructure-as-code] - /service/eppo — Eppo is an experimentation and feature-management platform focused on statistically rigorous A/B testing, flag delivery, and experiment analysis for product teams. [feature-flags] - /service/esbuild-v2 — esbuild is an extremely fast JavaScript and TypeScript bundler and minifier, 10-100x faster than traditional bundlers, used as the underlying engine in Vite, tsup, and many build tools requiring fast bundling performance. [devops] - /service/everhour — Project-centric time tracking and budgeting platform with APIs for projects, tasks, time records, timers, users, reports, invoices, and schedule-aware workflows. [time-tracking] - /service/eversign — Electronic signature platform with REST API for document creation, signature request sending, template management, and signing status tracking — cost-effective for SMB document signing automation. [e-signatures] - /service/evidence-dev — Evidence is an open-source framework for building data applications using SQL and Markdown — turning SQL queries and Markdown content into interactive reports and dashboards that deploy as static sites or serverless apps. [data-app] - /service/evidently-ai — Evidently AI is an open-source ML monitoring and evaluation framework — providing a Python SDK for computing data quality, data drift, model performance, and LLM quality metrics, generating HTML reports and JSON test results, and integrating with MLflow, Grafana, and other monitoring platforms. Agents use Evidently to monitor production ML model health, detect data drift, and evaluate LLM output quality. [ml-experiment-tracking] - /service/exa — Exa is an AI-native search API — providing neural search over the web optimized for LLM and agent use cases, with endpoints for searching by meaning (not just keywords), retrieving full page content, finding similar pages, and searching within specific domains. Agents use Exa to give LLM agents access to current web information with semantic search quality superior to keyword-based search. [search] - /service/expo-notifications — Expo's Push Notification service provides a unified REST API and SDK for sending push notifications to iOS and Android apps built with React Native/Expo — abstracting APNs (Apple) and FCM (Google) behind a single endpoint without requiring direct integration with either platform. Its simple HTTP API makes it accessible for agents sending mobile notifications from backend services. [push-notifications] - /service/expressjs-v2 — Express.js is the most widely used Node.js web framework providing a minimal, unopinionated HTTP server and routing layer as the foundation for building APIs, middleware chains, and web applications. [devops] - /service/faktory — Language-agnostic background job server — provides a TCP protocol and REST API for enqueuing and processing jobs across any language, with a Web UI dashboard and support for retries, scheduling, and failure queues. [background-jobs] - /service/fal-ai — Serverless AI model inference platform with REST API for running image generation, video, and specialized AI models at scale — developer-focused with fast cold starts and straightforward model invocation. [ai] - /service/fastapi-v2 — FastAPI is a modern high-performance Python web framework for building APIs with automatic OpenAPI documentation, async support, Pydantic validation, dependency injection, and a developer-focused design. [devops] - /service/fastly — Fastly is a high-performance CDN and edge cloud platform — providing a REST API for cache management, service configuration, real-time log streaming, edge computing (Compute@Edge with WebAssembly), and real-time analytics. Agents use Fastly to purge cached content, configure delivery rules, manage TLS certificates, and deploy edge logic programmatically. [cdn] - /service/fauna — Fauna is a serverless document database with a proprietary FQL (Fauna Query Language v10) API — providing multi-tenancy, strict consistency, ACID transactions, and a GraphQL interface. Agents use Fauna for serverless backend data storage with strong consistency guarantees, particularly in edge/serverless deployments where connection pooling is impractical. [databases] - /service/figma — Collaborative design platform with REST API for reading design files, accessing components, exporting assets, managing users and teams, and integrating design data into development workflows. [productivity] - /service/figma-api — Figma's REST API provides programmatic access to design files, components, variables, comments, and version history in Figma projects. Agents can use it to extract design tokens, read component structures, export assets, post comments, and integrate Figma designs into automated workflows — including design-to-code pipelines and design system management. [data-app] - /service/filestack — Filestack is a file upload, storage, and transformation API supporting 20+ file sources (local, cloud storage, social media, URLs), on-the-fly image and document processing, and global CDN delivery. Its REST API and SDKs enable agents to ingest files from any source, transform them (resize, convert, OCR), and store or deliver them at scale. [storage] - /service/fillout — Modern form builder with conditional logic, multi-page forms, scheduling, payments, and API access for form management and submission data retrieval with integrations for common data destinations. [forms] - /service/firebase-v2 — Firebase is Google's mobile and web application platform providing Realtime Database, Firestore, Authentication, Hosting, Cloud Functions, Storage, Remote Config, and a full backend-as-a-service stack for application development. [databases] - /service/firebase-auth — Google's backend auth service for mobile/web [auth] - /service/firebolt — Firebolt is a cloud data warehouse built for high-performance analytics on large datasets, offering sub-second query response times via a vectorized query engine, intelligent indexing (sparse, aggregating), and decoupled storage/compute architecture. Its REST API and JDBC/ODBC drivers enable agent pipelines requiring fast analytical queries on structured data at scale. [data-warehouse] - /service/firecrawl — Firecrawl is a web crawling and content extraction API optimized for LLM workflows, offering crawl, scrape, map, and extraction endpoints for turning websites into markdown, structured data, and search-ready content. [browser-automation] - /service/firecrawl-v3 — Firecrawl refreshed catalog entry covering its current API surface including scrape, crawl, map, extract, batch scraping, change detection, and LLM-optimized markdown output for AI data pipelines. [web-scraping] - /service/firehydrant — FireHydrant is an incident management and reliability platform that provides automated runbooks, incident channels, status page updates, on-call scheduling, and retrospectives via Slack, Teams, and a REST API. It emphasizes reliability operations at scale, integrating with monitoring, alerting, and communication tools to reduce manual coordination overhead during incidents. [incident-management] - /service/fireworks-ai — Fireworks AI is a fast inference platform for open-source models — providing OpenAI-compatible access to Llama, Mixtral, Qwen, Deepseek, FLUX, and 150+ models with industry-leading throughput (comparable to Groq for many models), fine-tuning, LoRA adapter serving, and a deployment API for custom model hosting. Agents use Fireworks for high-throughput, cost-effective inference on open-source models with optional custom model support. [ai] - /service/fivetran — Automated data movement platform with 500+ managed connectors for syncing data from SaaS, databases, and files to warehouses with schema normalization and incremental sync. [data-pipeline] - /service/flagsmith — Open-source feature flag and remote configuration platform with REST API, self-hostable, supporting feature flags, segments, remote configuration, and A/B testing with a strong API-first design. [feature-flags] - /service/flipt — Open-source, self-hosted feature flag platform with gRPC and REST APIs for flag evaluation and management — designed for teams that require complete data sovereignty and cannot use cloud-hosted feature flag services. [feature-flags] - /service/flowise-v2 — Flowise is an open-source low-code LLM orchestration platform — providing a drag-and-drop flow builder for creating LangChain/LlamaIndex-based chatbots and agents, a REST API for deploying flows as API endpoints, built-in vector store integrations (Pinecone, Chroma, Weaviate), and Docker-based self-hosting. Agents use Flowise to run pre-built LLM flows programmatically via API without managing LLM infrastructure. [ai] - /service/flowiseai — Flowise is an open-source low-code UI for building LLM-powered applications, chatbots, and agents — with a drag-and-drop flow builder and REST API for deploying custom RAG pipelines, tool-using agents, and conversational AI workflows. [ai] - /service/flux-cd — GitOps toolkit for Kubernetes using native Kubernetes custom resources — reconciles cluster state with Git repositories using a modular, composable architecture built on Kubernetes controllers. [devops] - /service/fly-io — Fly.io is a platform for deploying Docker containers globally — running full-stack applications and services on bare-metal hardware at the edge with a Machines API for programmatic VM lifecycle control, flyctl CLI for deployment, and support for persistent storage (Volumes) and private networking. Agents use Fly.io to deploy and manage containerized applications close to users with low-latency global distribution. [devops] - /service/fly-v3 — Fly.io is a platform for running full-stack applications and databases globally close to users using Fly Machines (microVMs), with private networking, volumes, Postgres, Redis, and a CLI-and-API-driven operational model. [devops] - /service/fly-machines — Fly.io Machines API provides direct programmatic control over individual VM instances (Machines) on Fly.io's global infrastructure — enabling agents to create, start, stop, and destroy hardware-isolated VMs running arbitrary Docker images in 35+ regions, with GPU support, persistent volumes, and millisecond startup times. The Machines API is the low-level primitive powering Fly.io's platform. [devops] - /service/formbricks — Formbricks is an open-source experience management platform for creating targeted in-product surveys, feedback forms, and research flows with a REST API for programmatic survey management, response retrieval, and contact/person state management. Self-hostable or available as Formbricks Cloud, it provides in-app, link, website, and app surveys with targeting rules based on user attributes and actions. [survey] - /service/framer — Visual website builder and design tool with CMS, component publishing, and API for managing CMS collections and content for teams building design-driven marketing and product sites. [design] - /service/freeagent — Cloud accounting platform with APIs for contacts, invoices, bills, bank transactions, projects, expenses, tax surfaces, and SMB bookkeeping workflows. [accounting] - /service/freshbooks — Cloud accounting and invoicing platform with API access to clients, invoices, payments, projects, time tracking, and related small-business finance workflows. [accounting] - /service/freshdesk — Freshdesk (Freshworks) is a customer support platform providing a REST API for ticket management, contacts, companies, agents, groups, canned responses, and automation rules. Agents use Freshdesk to create tickets from monitoring alerts, update ticket status from backend systems, query support analytics, and integrate support workflows with product and engineering tools. [customer-support] - /service/freshsales — Freshworks CRM suite with AI-powered lead scoring, built-in phone and email, deal management, and workflow automation. Part of the Freshworks platform. [crm] - /service/freshstatus — Freshstatus (by Freshworks) is a free status page service providing a REST API for managing incidents, services, and maintenance windows — part of the Freshworks ecosystem for teams already using Freshdesk or Freshservice. [incident-management] - /service/front-app — Front is a customer communication platform providing a REST API for shared inboxes, conversations, messages, contacts, and team collaboration — enabling agents to manage multi-channel customer conversations (email, SMS, chat), create automated replies, tag and categorize conversations, and extract conversation data for CRM and analytics workflows. [customer-support] - /service/frontegg — B2B SaaS authentication and user management platform with multi-tenancy, enterprise SSO, MFA, and API for managing users, tenants, roles, and permissions — designed for SaaS applications serving business customers. [auth] - /service/fullstory — FullStory is a digital experience intelligence platform providing session replay, heatmaps, event analytics, and funnel analysis — capturing every user interaction on web and mobile applications to surface friction, bugs, and conversion opportunities. Its REST API and JavaScript snippet enable agents to query session data, segment users, and export behavioral analytics for automated product diagnostics. [analytics] - /service/fusionauth — Customer identity and access management platform with APIs for user management, OAuth2/OIDC, SSO, MFA, and advanced identity features — deployable on-premises, cloud-hosted, or as managed service. [identity] - /service/geoapify — Geoapify is a geolocation platform providing REST APIs for geocoding, reverse geocoding, routing, isochrones, map tiles, and Places API — a developer-friendly Google Maps alternative with a generous free tier. [maps] - /service/getstream — Activity feed and social graph API platform with REST API — provides scalable newsfeed, notification feed, and social timeline infrastructure (follows, likes, reactions) as a managed service separate from Stream Chat. [chat-messaging] - /service/ghost — Open-source headless CMS and publishing platform with Content and Admin REST APIs — purpose-built for professional publishing with membership, subscriptions, and email newsletter capabilities built in. [headless-cms] - /service/gitbook-v2 — GitBook is a documentation platform providing a REST API for managing spaces, pages, and content — widely used for developer documentation, public API docs, and internal knowledge bases, with Git sync for version-controlled doc workflows. [productivity] - /service/github — Code hosting, CI/CD (Actions), package registry, issue tracking, pull request review, and a comprehensive REST and GraphQL API for repository automation and developer workflow integration. [devops] - /service/github-actions — GitHub Actions is a CI/CD and workflow automation platform built into GitHub for running code on pull requests, pushes, schedules, and manual triggers with reusable actions, matrix builds, and hosted or self-hosted runners. [devops] - /service/github-actions-api — GitHub provides a REST API for managing Actions workflows — enabling agents to trigger workflow runs, query run status and logs, manage secrets and variables, list runners, and integrate CI/CD automation with external systems. Agents use the GitHub Actions API to trigger deployments on-demand, monitor build status, and automate workflow management. [devops] - /service/github-apps — GitHub App API for installation-scoped OAuth and fine-grained permissions [devops] - /service/github-v2 — GitHub's REST API provides programmatic access to repositories, issues, pull requests, commits, releases, Actions workflows, code scanning, and user/org management — enabling agents to automate software development workflows, manage CI/CD pipelines, query code and issue data, and integrate with the GitHub ecosystem at scale. [devops] - /service/gitlab — DevOps platform with comprehensive REST and GraphQL APIs [devops] - /service/gitlab-v2 — GitLab's REST API provides programmatic access to projects, issues, merge requests, pipelines, CI/CD jobs, releases, container registry, and user/group management — covering GitLab's end-to-end DevSecOps platform for agents that automate software delivery, manage CI/CD workflows, and integrate with self-hosted or GitLab.com deployments. [devops] - /service/gitpod — Cloud development environment (CDE) platform — ephemeral, pre-configured workspaces from any Git repo; VS Code / JetBrains IDE, .gitpod.yml config, and REST API. [devops] - /service/glif — AI composition platform for building and running multi-step AI workflows (glifs) combining image generation, text, and other AI models. [ai] - /service/golang-v2 — Go is a statically typed, compiled programming language from Google known for concurrency primitives (goroutines, channels), fast compilation, strong standard library, and widespread use in infrastructure, cloud tooling, and performance-sensitive services. [devops] - /service/google-ai — Gemini model API for text, vision, and multimodal tasks [ai] - /service/google-ai-v2 — Google AI Studio and the Gemini API provide access to Gemini models for text, multimodal inputs, tool calling, embeddings, file handling, tuning, and agent-oriented generation workflows across Google-hosted endpoints and SDKs. [ai] - /service/gcp-app-engine — Google App Engine is Google Cloud's fully managed PaaS for deploying web applications and services — supporting Python, Java, Node.js, Go, PHP, and Ruby with automatic scaling, built-in load balancing, and managed infrastructure. Agents use App Engine for deploying backend services, running scheduled cron jobs, and serving web APIs with zero infrastructure management on Google Cloud. [devops] - /service/bigquery-v2 — Google BigQuery is a serverless, fully managed cloud data warehouse providing petabyte-scale SQL analytics with automatic scaling, columnar storage, a REST API, client libraries in all major languages, and BigQuery ML for running ML models directly on data. Agents use BigQuery to run large-scale analytical SQL queries, load data programmatically, and build data pipelines without managing infrastructure. [data-warehouse] - /service/google-calendar — Google's calendar service with extensive integration options [calendar] - /service/gcp — Cloud computing services with comprehensive API management [devops] - /service/gcp-pubsub — Google Cloud Pub/Sub is a fully managed, scalable messaging and streaming service providing asynchronous pub/sub messaging between services with guaranteed at-least-once delivery, message replay, ordering, filtering, and dead letter topics. It scales to millions of messages per second and integrates natively with the Google Cloud ecosystem and Dataflow for stream processing. [message-queues] - /service/gcp-cloud-run — Google Cloud Run is a serverless container platform — running Docker containers on-demand with automatic scaling (including scale-to-zero), zero infrastructure management, and per-request billing. Agents use Cloud Run to deploy containerized workloads, trigger jobs, and access a fully managed serverless compute environment with VPC integration. [devops] - /service/spanner — Google Cloud Spanner is a globally distributed, horizontally scalable relational database — providing ACID transactions, SQL queries, and a REST/SDK API for reads, writes, and schema management. Agents use Spanner for globally distributed OLTP applications requiring relational semantics, strong consistency across regions, and unlimited horizontal scalability. [databases] - /service/gcp-speech-to-text — Google Cloud Speech-to-Text converts audio to text using neural network models — supporting 125+ languages, speaker diarization, word-level confidence, custom models, and a streaming API for real-time transcription. [communication] - /service/google-cloud-storage — Google Cloud Storage (GCS) is Google Cloud's object storage service — providing a REST API and SDK for uploading/downloading objects, managing buckets, setting access controls, generating signed URLs, and configuring lifecycle policies. Agents use GCS for storing large files, ML model artifacts, data pipeline outputs, and static assets with global availability. [storage] - /service/google-translate — Google's neural machine translation API supporting 130+ languages. Basic and Advanced editions with AutoML custom models, glossaries, and batch translation. [translation] - /service/gcp-translation — Google Cloud Translation API provides neural machine translation for 100+ languages — supporting text translation, language detection, document translation (PDF, DOCX), and glossaries for domain-specific terminology, via REST API and Python SDK. [translation] - /service/gcp-vision — Google Cloud Vision API provides image analysis capabilities — object detection, facial recognition, text extraction (OCR), landmark recognition, logo detection, and explicit content detection — via a REST API and Python SDK for integrating computer vision into agent pipelines. [ai] - /service/google-document-ai — Google Cloud's document understanding platform with pre-trained models for OCR, form parsing, invoice processing, and custom document extraction. [document-processing] - /service/google-drive-api — Google Drive API provides programmatic access to file storage, folder management, file sharing, and metadata operations on Google Drive — enabling agents to upload/download files, manage permissions, search file content, and integrate Drive storage into document and data workflows. Service Account auth enables server-side Drive operations without user interaction. [productivity] - /service/gcp-gke — Google Kubernetes Engine (GKE) is Google Cloud's managed Kubernetes service — providing a REST API and gcloud CLI for cluster creation, node pool management, and workload deployment. Agents use GKE for managed Kubernetes on GCP with Autopilot mode (fully managed nodes), Workload Identity for pod authentication, and deep Cloud integration. [devops] - /service/google-maps — Maps, geocoding, directions, and places APIs [maps] - /service/google-places — Google's Places API (New) for place search, details, photos, and autocomplete with the world's largest location database. [maps] - /service/gcp-vertex-ai — Google Vertex AI is GCP's unified ML platform — providing access to Gemini models, training custom models, deploying model endpoints, AutoML, and a model registry, via Python SDK and REST API for the full ML lifecycle from experimentation to production. [ai] - /service/google-workspace-api — Google Workspace APIs provide REST access to Gmail, Google Calendar, Google Drive, Google Docs, Google Sheets, and Google Meet — enabling agents to read/send emails, manage calendar events, access Drive files, read/write Docs and Sheets, and manage Meet calls programmatically. Service Account auth enables server-to-server access without user interaction. [productivity] - /service/gorgias — Gorgias is a customer support helpdesk built specifically for e-commerce — providing a REST API for ticket management, customer profiles, macros (canned responses), satisfaction surveys, and integrations with Shopify, WooCommerce, and BigCommerce. Agents use Gorgias to automate e-commerce support workflows, create tickets from order events, and route conversations based on order status. [customer-support] - /service/got-v2 — Got is a powerful Node.js HTTP client providing streams, pagination, retries, redirects, caching, hooks, CookieJar, TypeScript support, and a comprehensive options API for server-side HTTP communication. [networking] - /service/gotify — Self-hosted, open-source push notification server with REST API for sending messages and WebSocket subscription for real-time delivery — designed for self-hosted teams that want complete notification infrastructure control. [push-notifications] - /service/grafana — Grafana is an open-source observability and analytics platform providing dashboards, alerting, and a HTTP API for creating, managing, and querying panels and data sources — widely used for infrastructure metrics, APM, and business analytics visualization. [monitoring] - /service/grafana-alloy — Grafana Alloy is Grafana Labs’ open-source telemetry collector and pipeline agent built on the Grafana Agent lineage and OpenTelemetry ecosystem for collecting, processing, and forwarding metrics, logs, traces, and profiles. [monitoring] - /service/grafana-cloud — Grafana Cloud is the managed observability platform combining Grafana dashboards, Prometheus metrics (Grafana Mimir), Loki log aggregation, Tempo distributed tracing, and k6 performance testing — all accessible via OTLP, Prometheus remote_write, Loki API, and Tempo API. Agents use Grafana Cloud to ingest observability data from any source and query metrics/logs/traces programmatically. [monitoring] - /service/k6 — Grafana k6 is an open-source load testing tool — providing a JavaScript-based scripting API for writing performance tests, a CLI for local execution, and k6 Cloud for cloud-distributed load testing with a REST API for test run management, results access, and CI/CD integration. Agents use k6 to trigger load tests, monitor test execution, and retrieve performance results in automated testing pipelines. [testing] - /service/grafana-loki — Grafana Loki is an open-source, horizontally scalable log aggregation system — designed for cost efficiency by indexing only metadata labels (not log content), with a LogQL query language for filtering and aggregating logs. Agents use Loki to ingest application logs, query logs with LogQL, and correlate log data with Grafana dashboards and Prometheus metrics. [monitoring] - /service/grafana-tempo — Grafana Tempo is an open-source, high-scale distributed tracing backend — accepting traces via OTLP, Jaeger, Zipkin, and other protocols with a REST API for trace querying via TraceQL. Agents use Tempo as a cost-efficient trace storage backend (object storage only, no search index), integrated with Grafana for trace visualization and correlation with Prometheus metrics and Loki logs. [monitoring] - /service/grafbase — GraphQL API platform combining schema-first API gateway with edge-deployed resolvers and federation support for composing unified data graphs over multiple backend services. [api-gateway] - /service/graphql-v2 — GraphQL is an API query language and runtime specification enabling clients to request exactly the data they need, with introspection, type system, mutations, subscriptions, and server implementations in all major languages. [api-testing] - /service/graphql-mesh — GraphQL gateway and API unification layer — turns REST, gRPC, OpenAPI, Soap, and database sources into a unified GraphQL schema with transforms, resolvers, and federation support. [api-gateway] - /service/graphql-yoga — GraphQL Yoga (The Guild) is a fully-featured, spec-compliant GraphQL server for Node.js and edge runtimes — providing subscriptions, file uploads, error masking, and plugin extensibility for building production GraphQL APIs. [api-testing] - /service/gravitee — Open-source API management platform with REST and GraphQL API management capabilities — provides an API gateway, developer portal, and analytics with event-native support for async APIs (Kafka, MQTT, WebSocket). [api-gateway] - /service/great-expectations — Great Expectations is an open-source data quality and validation framework for Python — defining expectations (assertions) about data, generating validation reports, building data docs, and integrating quality checks into data pipelines to catch drift, schema changes, and anomalies. [data-pipeline] - /service/greptile — Greptile is an AI-powered code understanding API — providing a REST API for indexing GitHub/GitLab repositories and querying them with natural language to get answers grounded in the actual codebase. Agents use Greptile to answer questions about unfamiliar codebases, generate context-aware code suggestions, and automate code review with deep repository understanding. [code-quality] - /service/grist — Spreadsheet-database hybrid with Python formulas, granular access control, and REST API for record management — particularly suited to workflows requiring custom formula logic and fine-grained data access control. [data-app] - /service/groq — Groq provides ultra-fast LLM inference powered by Groq's Language Processing Unit (LPU) — delivering industry-leading throughput (500-750+ tokens/second) for Llama, Mistral, Gemma, and Whisper models via an OpenAI-compatible REST API. Agents use Groq for latency-sensitive LLM workflows, real-time applications, and high-throughput batch processing where generation speed is critical. [ai] - /service/growthbook — Open-source feature flagging and A/B testing platform with REST API and SDKs — self-hostable with a cloud option; designed for teams that want feature flag infrastructure with built-in experiment analysis. [feature-flags] - /service/grpc-v2 — gRPC is a high-performance RPC framework from Google using Protocol Buffers for serialization and HTTP/2 for transport, providing bidirectional streaming, generated client/server stubs, and strong type safety across languages. [networking] - /service/guardrails-ai — Guardrails AI is an open-source framework for adding input and output validation to LLM applications, providing validators, Rail specs, structured output enforcement, and programmatic guardrails for AI pipelines. [ai] - /service/gumroad — Creator-focused digital commerce platform with simple selling tools for digital products, memberships, and subscriptions. API for product and sale management. [payments] - /service/guru-knowledge — Guru is a knowledge management platform with AI-powered search, providing a REST API for managing cards (knowledge units), collections, and boards — with browser extension and Slack integration for surfacing knowledge in workflow. [productivity] - /service/gusto — Payroll, benefits, and HR platform with REST API for employee management, payroll runs, benefits enrollment, and time tracking — primarily US-focused with a partner API for platform integrations. [hris] - /service/hanko — Open-source passkey-first authentication platform with REST API — provides passkey registration and login, session management, and OAuth connections with a focus on passwordless-native user experience. [auth] - /service/harness-ci — Cloud-native CI/CD platform with AI-assisted pipeline optimization — provides YAML-defined pipelines, a REST API for triggering builds, managing pipelines, and querying execution status, with built-in test intelligence and automated failure analysis. [devops] - /service/harvest — Time tracking and invoicing platform with API for time entries, projects, clients, invoices, and expense tracking — widely used by service businesses for client billing workflows. [time-tracking] - /service/hashicorp-vault — HashiCorp Vault is an open-source secrets management platform providing dynamic secrets, PKI, key management, database credential rotation, encryption as a service, and access policies for infrastructure and application teams. [secrets] - /service/hasura-v2 — Hasura is a GraphQL engine that instantly generates a real-time GraphQL API from database schemas (Postgres, MySQL, SQL Server, MongoDB, BigQuery) — with fine-grained authorization rules, event triggers, remote schemas, REST API generation, and actions for custom business logic. Agents use Hasura to query and mutate data via GraphQL without building custom API layers, with row-level security enforced by the engine. [api-gateway] - /service/hatchet — Hatchet is an open-source distributed task queue and workflow orchestration platform designed for background job processing, fan-out/fan-in patterns, and durable execution. It provides a Go/TypeScript/Python SDK for defining workflows as code and a REST API for triggering runs, monitoring status, and managing worker lifecycle. Designed as a simpler, self-hostable alternative to Temporal for teams that need durable execution without the full Temporal complexity. [workflow-orchestration] - /service/haystack-v2 — Haystack is an open-source framework for building LLM and search applications with pipelines, document stores, retrieval, agents, evaluation tooling, and connectors for model providers and vector databases. [ai] - /service/haystack-deepset — Haystack (by deepset) is an open-source LLM application framework for building production RAG pipelines, semantic search, question-answering, and conversational AI systems — with a component-based pipeline architecture and integrations for 30+ vector stores and LLM providers. [ai] - /service/hazelcast — Hazelcast is a distributed in-memory data platform providing a distributed cache, in-memory data grid, stream processing, and pub/sub messaging — all in a single embeddable Java library and standalone cluster. Its REST and Java/Python/Node.js/Go clients support distributed maps, queues, topics, and locks usable by agents needing fast shared state or low-latency distributed caching. [cache] - /service/headlessui-v2 — Headless UI is Tailwind Labs' library of completely unstyled, fully accessible UI components for React and Vue, providing Dialog, Listbox, Combobox, Menu, Switch, and other accessible component primitives designed to pair with Tailwind CSS. [devops] - /service/heap — Heap is an event-based product analytics platform that automatically captures all user interactions without manual instrumentation — providing a REST API for user management, event definition, and data export. Agents use Heap to manage user properties, create virtual events (retroactive event definitions), and export behavioral data for downstream analysis. [analytics] - /service/height — Task and project management tool designed for engineering teams with AI features, API for task and list management, and integrations for workflow automation in software development contexts. [productivity] - /service/helicone — Helicone is an LLM observability platform with a proxy-based integration — providing a one-line integration for logging all LLM API calls (OpenAI, Anthropic, Azure, etc.) by routing them through the Helicone gateway, a web dashboard for cost tracking, latency analysis, prompt management, and evaluation. Agents use Helicone to monitor LLM usage and cost without SDK instrumentation. [monitoring] - /service/helm-v2 — Helm is the Kubernetes package manager providing a chart format for defining, versioning, and deploying complex Kubernetes applications with templating, value overrides, hooks, and a public chart repository ecosystem. [devops] - /service/help-scout — Help Scout is a customer support platform providing a REST API for shared inbox management — covering conversations, customers, mailboxes, users, workflows, and docs. Agents use Help Scout to create support conversations, update ticket status, extract customer communication history, and integrate support data with CRM and product analytics workflows. [customer-support] - /service/here-api — Enterprise mapping and location platform with REST APIs for geocoding, routing, places search, traffic data, and map rendering — used in logistics, automotive, and enterprise location applications. [geolocation] - /service/here-maps — Location platform with APIs for geocoding, routing, traffic, isoline calculation, map rendering, transit, and places data for web, mobile, and enterprise automation workflows. [maps] - /service/heroku — Heroku provides a REST API (Platform API) for managing applications, dynos (containers), pipelines, add-ons, config vars, and deployments — enabling agents to trigger deployments, scale dynos, manage environment variables, and integrate Heroku application lifecycle with CI/CD systems. [devops] - /service/hetzner-cloud — Hetzner Cloud is a German cloud infrastructure provider offering VMs, load balancers, object storage, and networking at competitive prices, with a well-designed REST API for full programmatic infrastructure management. Popular with European startups and globally for affordable, high-performance compute, with ISO 27001 certification and GDPR-compliant data centers. [devops] - /service/hevo — No-code ELT platform with REST API for pipeline management, data source configuration, and sync monitoring — connects 150+ sources to data warehouses with real-time replication and built-in transformations. [data-pipeline] - /service/hex — Collaborative data workspace with notebooks, SQL, Python, and no-code components for data analysis with API access for triggering and managing project runs in automated pipelines. [analytics] - /service/heygen — HeyGen is an AI video generation platform providing a REST API for creating avatar-based videos from scripts — with a library of photorealistic AI avatars (or custom clones), voice synthesis, background templates, and video translation capabilities. Agents use HeyGen to programmatically generate marketing videos, training content, explainer videos, and localized video content at scale. [video] - /service/highlight — Open-source full-stack monitoring platform with session replay, error tracking, logging, and distributed tracing — single SDK covers frontend (session replay, JS errors) and backend (logs, traces, errors) in one product. [monitoring] - /service/hightouch — Reverse ETL and data activation platform with warehouse-to-destination sync, audience builder, journey orchestration, and API for programmatic sync and audience management. [reverse-etl] - /service/hive-moderation — Hive Moderation provides AI-powered content moderation APIs for text, images, video, and audio — detecting hate speech, NSFW content, spam, violence, and custom policy violations at scale. Its REST API enables agents to submit content for automated moderation decisions, retrieve confidence scores per category, and integrate moderation into content pipelines. [content-moderation] - /service/honeybadger — Error monitoring, uptime monitoring, and check-in monitoring platform with API for retrieving errors, managing projects, and reporting check-in health from background jobs and scheduled tasks. [monitoring] - /service/honeycomb — Observability platform designed for high-cardinality event data, distributed tracing, and exploratory analysis of production systems. [monitoring] - /service/honeyhive — HoneyHive is an LLM evaluation and observability platform — providing a Python SDK for tracing LLM applications, running automated evaluations (human, AI, or rule-based), managing prompt versions, and A/B testing prompt changes. Agents use HoneyHive to evaluate LLM pipeline quality, track regressions across prompt versions, and compare model performance. [ml-experiment-tracking] - /service/hono — Hono is a fast, lightweight web framework for edge runtimes (Cloudflare Workers, Bun, Deno, Node.js) — providing routing, middleware, RPC, and JSX support in a minimal, TypeScript-first package ideal for building APIs and edge functions. [networking] - /service/hookdeck — Webhook infrastructure platform providing inbound HTTP event routing, filtering, transformation, reliable delivery with retries, and a real-time debug console. [webhooks] - /service/hoppscotch — Open-source API development and testing tool with REST, GraphQL, and WebSocket support, team workspaces, collections, and self-hostable enterprise edition for privacy-conscious teams. [api-testing] - /service/hotjar-v2 — Hotjar is a product experience platform providing heatmaps, session recordings, feedback surveys, and a REST API for accessing survey responses, feedback data, and event tracking. Agents use Hotjar to export user feedback data, access NPS survey responses, and correlate behavioral analytics with product improvement workflows. [analytics] - /service/htmlcsstoimage — REST API for generating screenshots and images from HTML, CSS, and URLs — converts HTML templates or web URLs to PNG/JPEG/PDF via a simple API call, designed for automated image generation pipelines. [screenshots] - /service/hubspot — HubSpot provides a CRM platform with REST APIs covering contacts, companies, deals, pipelines, meetings, emails, forms, marketing automation, and CMS — enabling agents to manage sales and marketing workflows, sync customer data, track deal progression, and trigger automated sequences programmatically. [crm] - /service/hubstaff — Time tracking and workforce operations platform with APIs for organizations, projects, tasks, users, schedules, activities, and work reporting. [time-tracking] - /service/huggingface — Open-source ML models and hub [ai] - /service/huggingface-hub — Hugging Face Inference API provides serverless access to 150,000+ models hosted on the Hugging Face Hub — covering text generation, text classification, embeddings, image generation, speech recognition, and more — via a unified REST API. Agents use the Inference API to run any Hub model without managing infrastructure, with dedicated inference endpoints available for production workloads. [ai] - /service/huggingface-inference — Hugging Face Inference Providers gives developers API access to model inference across partner providers and Hugging Face infrastructure — supporting text generation, embeddings, image generation, speech, and multimodal tasks through a unified developer platform tied to the Hugging Face ecosystem. [ai] - /service/huly — Huly is an open-source all-in-one project management and team collaboration platform combining issues, docs, HR, planning, and real-time communication as a self-hostable Notion/Linear/Slack alternative. [productivity] - /service/humanloop — Humanloop is an LLM development platform for prompt engineering, evaluation, fine-tuning, deployment, and production monitoring of AI features, providing a collaborative workspace for AI product teams. [ai] - /service/hume-ai — Hume AI provides APIs for emotional intelligence in AI interactions — including voice and text emotion measurement (EVI: Expressive Voice Interface), prosody analysis, and affective computing for AI applications that need to understand and respond to human emotional states. [ai] - /service/hunter — Hunter.io is an email finding and verification service providing a REST API to search for professional email addresses by domain or person name, verify email deliverability, and enrich contact data. Used in outbound sales, recruitment, and data enrichment workflows, its API enables agents to programmatically discover and validate business email addresses at scale. [data-enrichment] - /service/hygraph — GraphQL-native headless CMS with content federation, localization, and a visual schema builder. Formerly GraphCMS. [headless-cms] - /service/hyperdx — HyperDX is an open-source observability platform — providing a unified view of logs, traces, metrics, and session replays with OpenTelemetry-native instrumentation, a ClickHouse-backed storage engine, correlated search across all telemetry types, and a web dashboard for debugging production incidents. Agents use HyperDX as a self-hosted alternative to Datadog with unified log-trace correlation. [monitoring] - /service/idenfy — Identity verification and anti-fraud suite covering document checks, AML screening, and proof-of-address verification. [identity-verification] - /service/ifttt — Consumer and IoT automation platform with REST API for trigger-action automation — connects 700+ services with simple applet-based workflows and a developer API for custom integrations. [workflow-automation] - /service/imagekit — Image and video optimization CDN with a real-time transformation API — provides URL-based image resizing/compression, a media library REST API for asset management, and webhooks for processing events. [media] - /service/imgix — Real-time image processing and CDN service. URL-based image transformation with resizing, cropping, format conversion, and AI-powered features. [media] - /service/immer-v2 — Immer is a JavaScript library enabling immutable state updates through mutable draft mutations, used widely with Redux Toolkit, Zustand, and React state to simplify complex state update patterns. [devops] - /service/incident-io — Modern incident management platform with REST API for creating incidents, managing status updates, querying incident history, and building automated incident response workflows — Slack-native with strong API design. [incident-management] - /service/infisical — Open-source secrets management platform with end-to-end encryption. Self-hosted and cloud options with native integrations and automatic secret rotation. [secrets] - /service/infobip — Infobip is a global communication platform-as-a-service — providing REST APIs for SMS, voice calls, WhatsApp Business, email, push notifications, live chat, and omnichannel messaging. Agents use Infobip to send SMS OTPs, WhatsApp notifications, voice alerts, and manage omnichannel customer communication campaigns programmatically. [communication] - /service/infura — ConsenSys blockchain infrastructure API for Ethereum and IPFS with JSON-RPC endpoints, Gas API, and transaction management — one of the most widely used Ethereum node providers with a free tier for development. [web3] - /service/inngest — Inngest is an event-driven background job and workflow platform — providing a TypeScript/Python SDK for defining durable functions triggered by events, a local dev server for testing, and a cloud platform for reliable execution with automatic retries, flow control (throttling, rate limiting, debouncing), and step-level durability. Agents use Inngest to build reliable background processing pipelines that survive failures without managing queues. [background-jobs] - /service/inngest-cloud — Inngest Cloud is the hosted version of Inngest, a durable function and event-driven workflow platform where TypeScript or Python functions become retryable, schedulable, and observable background jobs via SDK instrumentation. [background-jobs] - /service/insomnia — Insomnia is an open-source API design and testing tool (by Kong) providing a desktop client and CLI for building, testing, and debugging REST, GraphQL, gRPC, and WebSocket APIs. Its inso CLI enables automated API testing in CI/CD pipelines from OpenAPI specs or Insomnia collections, making it a programmatic API testing tool for development workflows. [api-testing] - /service/instatus — Instatus is a modern, fast status page platform providing a REST API for managing incidents, components, and subscriber notifications — with competitive pricing and a clean design as an alternative to Statuspage. [incident-management] - /service/instructor-ai — Instructor is an open-source Python library for structured LLM outputs — providing a Pydantic-based API for extracting typed, validated data from LLM responses using function calling or JSON mode, with support for OpenAI, Anthropic, Google, Cohere, and any OpenAI-compatible provider. Agents use Instructor to reliably extract structured data from LLM calls without writing custom parsing logic. [ai] - /service/intercom — Intercom is a customer messaging platform providing a REST API for managing conversations, contacts, companies, articles (help center), and AI-powered inbox automation — enabling agents to create support conversations, update customer attributes, send targeted messages, and integrate support workflows with product and backend systems. [customer-support] - /service/involve-me — Interactive content and form builder with calculators, quizzes, surveys, and lead capture forms with API for embedding, submissions management, and integration with marketing automation tools. [forms] - /service/ipinfo — IP address geolocation, ASN, company, carrier, and abuse detection API. Trusted by major tech companies for IP intelligence. [geolocation] - /service/ipstack — IP address geolocation API with location data including country, region, city, coordinates, timezone, and connection type — simple REST API for identifying the geographic location of IP addresses. [geolocation] - /service/iterable — Iterable is a cross-channel marketing platform providing a REST API for user management, event tracking, campaign triggering, and multi-channel messaging (email, SMS, push, in-app) — with journey automation, A/B testing, and audience segmentation. Agents use Iterable to sync product event data, trigger behavioral campaigns, and manage multi-channel communication workflows. [customer-data-platform] - /service/jaeger — Open-source end-to-end distributed tracing system — collects, stores, and visualizes trace data for microservices, with HTTP and gRPC APIs for trace ingestion and query, designed for Kubernetes-native deployments. [apm] - /service/jamsocket — Session Backends platform — run per-user, per-session backend processes (WebSocket servers, Python runtimes, browser instances) on demand with Jamsocket's spawn-on-connect model. [devops] - /service/jest-v3 — Jest is the most widely deployed JavaScript testing framework providing a complete solution with test runner, assertion library, mock support, code coverage, and snapshot testing, widely used in React and Node.js ecosystems. [testing] - /service/jina-ai — Jina AI provides a suite of embedding and search APIs — including a high-quality multilingual embedding API (jina-embeddings-v3), a reranking API (jina-reranker-v2), a web reader API (r.jina.ai) that converts any URL to clean LLM-ready text, and a deep search API. Agents use Jina AI to generate embeddings for RAG pipelines, rerank retrieved documents by relevance, and extract clean text from web pages. [search] - /service/jira — Jira (Atlassian) provides a REST API for issue and project management — covering issues, sprints, epics, projects, boards, workflows, user management, and custom fields. Agents use Jira to create bug reports from monitoring alerts, update issue status from CI/CD pipelines, query sprint backlogs, and automate ticket lifecycle management in software development workflows. [productivity] - /service/jotai-v2 — Jotai is a primitive, flexible React state management library using atoms as the basic unit of state, providing fine-grained reactivity, derived atoms, async atoms, and minimal boilerplate for global and shared state. [devops] - /service/jotform — Online form builder and data collection platform with API access for form management, submission retrieval, and workflow triggers supporting 100+ integrations and advanced conditional logic. [forms] - /service/jumio — AI-powered identity verification and eKYC platform with REST API for document verification, biometric facial matching, and AML/watchlist screening — enterprise-focused with broad document coverage and regulatory compliance certifications. [identity-verification] - /service/jumpcloud — Directory-as-a-service platform with API for user, device, and group management across Mac, Windows, and Linux — combining SSO, LDAP, RADIUS, and MDM in a cloud-native directory for modern IT environments. [sso-directory] - /service/june-so — June is a product analytics platform built for B2B SaaS — providing automated reports (activation, retention, churn) and a REST API for tracking events and identifying companies/users, with built-in CRM-style company analytics that standard product analytics tools lack. [analytics] - /service/kameleoon — Enterprise A/B testing and feature flagging platform with REST and SDK APIs for experiment management, targeting rules, and feature flag evaluation — strong in server-side and full-stack experimentation for regulated industries. [feature-flags] - /service/kestra — Open-source, API-first workflow orchestration platform with YAML-based flow definitions, REST API for execution management, and support for any language via scripting tasks — self-hostable with cloud option. [workflow-orchestration] - /service/keycdn — Content delivery network with HTTP/2, WebP processing, real-time image optimization, origin shield, API-driven zone management, and pay-as-you-go pricing for web and media delivery. [cdn] - /service/keycloak — Keycloak is an open-source Identity and Access Management (IAM) solution providing SSO, OAuth2/OIDC, SAML 2.0, user federation (LDAP/AD), social login, and fine-grained authorization — self-hostable with a comprehensive Admin REST API for programmatic realm, user, client, and role management. The de facto standard for self-hosted enterprise IAM. [identity] - /service/keydb — Multi-threaded Redis fork with REST and Redis protocol APIs — provides higher throughput than Redis via multi-threading while maintaining full Redis API compatibility; open-source with KeyDB Pro for enterprise features. [cache] - /service/keystonejs — Open-source headless CMS and application framework built on Node.js with auto-generated GraphQL and REST APIs — schema-driven content modeling with a customizable admin UI and full application-level extensibility. [headless-cms] - /service/keywords-ai — Keywords AI is an LLM monitoring and observability platform providing unified logging, performance analytics, cost tracking, and evaluation workflows for AI applications — with OpenAI-compatible proxy endpoints for zero-code instrumentation. [monitoring] - /service/keywords-everywhere — Keyword intelligence API and browser-tooling platform for search volume, CPC, competition, and related query enrichment used in SEO and content workflows. [data-enrichment] - /service/kickbox — Email verification API with deliverability scoring and 'sendex' quality metric — real-time and bulk verification for preventing invalid addresses from entering email lists and reducing bounce rates. [email-validation] - /service/kimi — Moonshot AI's Kimi API with long-context capabilities, OpenAI-compatible interface, and strong multilingual performance. [ai] - /service/kinde — Authentication and authorization platform with SDK-first integration, user management, multi-tenant organization support, fine-grained permissions, and B2B SaaS-oriented features. [auth] - /service/klaviyo — Klaviyo is a marketing automation platform focused on e-commerce — providing a REST API for managing profiles, lists, segments, flows (automated sequences), campaigns, events, and metrics. Agents use Klaviyo to sync customer data from product backends, trigger behavioral automation flows, and send targeted email and SMS campaigns programmatically. [email] - /service/knock — Knock is a developer-first notifications-as-a-service platform providing a REST API and SDKs for sending transactional and in-app notifications across channels (email, SMS, push, Slack, in-app feed) — with workflow orchestration, subscriber preference management, batching/digest, and a visual workflow editor. Agents trigger notification workflows via the API; Knock handles multi-channel routing and delivery. [notifications] - /service/kong-api — Open-source API gateway and platform with REST Admin API for managing routes, services, plugins, and consumers — provides rate limiting, auth, logging, and transformation plugins for API traffic management. [api-gateway] - /service/koyeb — Koyeb is a serverless cloud platform for deploying applications globally — providing auto-scaling compute, edge network deployment (60+ PoPs), built-in CDN, zero-config TLS, and a REST API for managing services, deployments, and apps. Agents use Koyeb to deploy and manage containerized applications or GitHub repositories with global distribution and automatic scaling without managing infrastructure. [devops] - /service/kubernetes-v2 — Kubernetes is the dominant container orchestration platform providing declarative deployment, scaling, and management of containerized applications across clusters, with a rich API and extensive ecosystem of tooling. [devops] - /service/ky-v2 — Ky is a tiny, modern HTTP client based on the Fetch API for browser and Node.js, providing a clean API with automatic JSON parsing, retries, timeout, hooks, and TypeScript support as a lightweight Axios alternative. [networking] - /service/labelbox — Labelbox is a data-labeling and model-improvement platform providing APIs for creating labeling projects, importing datasets, managing annotations, running model-assisted labeling, and exporting training data for ML pipelines. [ml-experiment-tracking] - /service/lacework — Lacework is a cloud security platform using machine learning for anomaly detection across cloud accounts, container workloads, and CI/CD pipelines. Its API provides programmatic access to policy violations, vulnerability findings, compliance results, and behavioral anomalies detected by the Lacework Polygraph data platform. Used by DevSecOps teams integrating security data into incident response and agent workflows. [security-scanning] - /service/lago — Lago is an open-source metered billing and subscription management platform with a REST API for usage ingestion, subscription lifecycle management, invoice generation, and customer management. Designed as a developer-friendly alternative to Stripe Billing and Chargebee, Lago handles complex usage-based pricing models (per-seat, per-event, tiered, graduated, percentage) with real-time metering. [subscription-billing] - /service/lambdatest — Cross-browser and mobile app testing cloud with automation, live interactive testing, visual regression, and test orchestration features. [testing] - /service/lancedb — LanceDB is an open-source embedded vector database built on the Lance columnar format — providing a Python/JavaScript API for storing and querying vector embeddings with no server required, persistent storage backed by local files or cloud object storage (S3, GCS), and a serverless architecture suitable for edge and embedded deployments. Agents use LanceDB for high-performance vector search in local or serverless AI pipelines. [vector-database] - /service/langchain-v2 — LangChain is an open-source framework for building LLM-powered applications — providing a Python/JavaScript SDK with composable chains, LCEL (LangChain Expression Language) for pipeline composition, 100+ LLM and vector store integrations, agent frameworks (LangGraph), memory, and RAG utilities. Agents use LangChain to wire together LLM calls, retrievers, tools, and memory into coherent AI applications. [ai] - /service/langfuse — Langfuse is an open-source LLM observability and analytics platform providing tracing, evals, prompt management, datasets, and a web dashboard for debugging and improving LLM applications in production. [monitoring] - /service/langgraph-v2 — LangGraph is an open-source framework from LangChain for building stateful, cyclical, multi-actor LLM applications using graph-based agent orchestration, persistence, streaming, and human-in-the-loop patterns. [ai] - /service/langsmith — LangSmith is LangChain's LLM observability and evaluation platform — providing a Python/JavaScript SDK for tracing LLM applications and LangChain chains, a web dashboard for inspecting traces, running evaluations, managing datasets, and comparing prompt versions, with a REST API for programmatic dataset and run management. Agents use LangSmith to debug LangChain pipelines and measure LLM application quality. [monitoring] - /service/langtrace — Langtrace is an open-source LLM observability platform providing distributed tracing, evaluation, and dataset management for LLM applications — with auto-instrumentation for popular frameworks and an OpenTelemetry-compatible data model. [ai] - /service/lark-base — Lark (Feishu) Base is a collaborative spreadsheet and database workspace — providing a REST API for creating and managing tables, records, views, and automations within the Lark/Feishu ecosystem, suitable for Asia-Pacific teams and global companies using Lark. [productivity] - /service/launchdarkly — LaunchDarkly is the enterprise feature management platform — providing SDKs for 30+ languages, a REST API for flag creation and management, multivariate flags, targeting rules, A/B experiment management, and scheduled rollouts. Agents use LaunchDarkly to programmatically create feature flags, update targeting rules, trigger rollouts, and integrate flag state into automated deployment workflows. [feature-flags] - /service/lavague — LaVague is an open-source AI web agent framework providing LLM-powered browser automation — converting natural language instructions into Selenium/Playwright actions using a world model approach for reliable web navigation. [browser-automation] - /service/leapcell — Leapcell is a serverless cloud platform for deploying web services, async tasks, and cron jobs — providing a pay-per-use execution model (billed per invocation, not per idle hour), global edge deployment, zero-config scaling, and a REST API for service management. Agents use Leapcell for deploying backend services with no cold-start billing and predictable per-call pricing. [devops] - /service/lemon-squeezy — Merchant of record platform for selling digital products and SaaS. Handles payments, tax compliance, subscriptions, and license keys via API. [payments] - /service/lepton-ai — Lepton AI is a model deployment and inference platform providing hosted and self-hosted model serving, Python-first API definitions, GPU compute, batch jobs, and model management for AI application teams. [ai] - /service/letta — Letta (formerly MemGPT) is an open-source framework and hosted platform for building stateful LLM agents with persistent memory, tool-calling, multi-agent orchestration, and long-context management beyond model context windows. [ai] - /service/lightdash — Lightdash is an open-source BI platform that sits on top of dbt projects — turning dbt models into self-serve dashboards and charts, with a REST API for querying metrics programmatically and an agent-friendly explore interface. [analytics] - /service/lightstep — Distributed tracing and observability platform (now ServiceNow Cloud Observability) with REST API for trace analysis, service performance monitoring, and change intelligence — OpenTelemetry-native APM. [apm] - /service/linear — Linear is a fast, developer-focused issue tracking and project management tool — providing a GraphQL API and webhooks for creating and managing issues, projects, cycles, and teams programmatically. Agents use Linear to create bug reports, sync issues from monitoring systems, manage sprint workflows, and build custom integrations with development tools. [productivity] - /service/linkedin-api — LinkedIn's API for enterprise networking [social] - /service/litellm — LiteLLM is an open-source LLM gateway and unified API — providing a Python SDK and proxy server that translates OpenAI-format requests to 100+ LLM providers (Anthropic, Gemini, Bedrock, Mistral, Cohere, Ollama, etc.), with load balancing, fallbacks, cost tracking, and a self-hosted or LiteLLM-hosted proxy for routing model traffic. Agents use LiteLLM to write provider-agnostic LLM code and switch providers without code changes. [ai] - /service/literal-ai — Literal AI is an LLM observability and evaluation platform providing thread-level tracing, step instrumentation, dataset collection, and scoring workflows for production AI applications. [ai] - /service/litserve — LitServe is a model serving framework from Lightning AI for deploying AI models as high-performance inference servers — emphasizing Python ergonomics, batching, streaming, and GPU-friendly serving for LLM and multimodal workloads. [devops] - /service/liveblocks — Liveblocks is a real-time collaboration infrastructure platform providing APIs and React hooks for presence (who's online), live cursors, collaborative text editing (Lexical, TipTap, BlockNote), comments/threads, notifications, and document conflict-free sync (CRDT-based) — enabling agents and applications to add Google Docs-style collaboration to any product with minimal backend code. [real-time] - /service/livekit — LiveKit is an open-source, real-time audio and video infrastructure platform — providing a WebRTC-based server and REST API for room management, participant token generation, and session analytics, plus Agent Framework for building AI voice/video agents. Agents use LiveKit to build voice AI pipelines (STT → LLM → TTS in real-time), manage audio/video rooms, and deploy AI agents as LiveKit participants. [video-conferencing] - /service/llamaindex-v2 — LlamaIndex is an open-source data framework for LLM applications — providing a Python/TypeScript SDK for loading documents (PDF, web, database), indexing them into vector stores, querying with retrieval-augmented generation (RAG), building multi-step query pipelines, and creating tool-using agents with data connectors. Agents use LlamaIndex to build production RAG systems with rich data ingestion and retrieval pipelines. [ai] - /service/llamaparse — Cloud-based PDF and document parsing API from LlamaIndex — extracts structured text, tables, images, and markdown from complex documents using LLM-assisted processing, optimized for downstream RAG and AI pipeline use cases. [document-processing] - /service/llm-guard — LLM Guard is an open-source security toolkit for LLM applications providing input and output scanners for prompt injection, PII detection, toxicity, secrets leakage, and other safety policy enforcement patterns. [ai] - /service/lmnt-ai — LMNT is a low-latency text-to-speech API providing ultra-fast, high-quality voice synthesis optimized for real-time conversational AI applications — with voice cloning, streaming synthesis, and a REST API enabling agents to generate speech with latency suitable for interactive voice response pipelines, AI agents, and telephony workflows. [communication] - /service/lob — Lob provides a REST API for programmatic direct mail delivery — postcards, letters, self-mailers, and checks — plus USPS CASS-certified address verification and standardization. Used by marketing platforms, fintech companies (paper checks, statements), and logistics providers to send physical mail at scale with real-time delivery tracking. [communication] - /service/localazy — AI-assisted translation management platform with REST API for managing localization files, triggering machine translation, and integrating continuous localization into CI/CD — cost-competitive alternative to Phrase and Lokalise with generous free tier. [localization] - /service/lodash-v2 — Lodash is a comprehensive JavaScript utility library providing functions for array, object, string, number, function, and collection manipulation, with a modular design allowing tree-shaking of unused utilities. [devops] - /service/logdna — Log management platform (now Mezmo) with REST API for log ingestion, querying, alerting, and archiving — historically popular for its simple setup and now evolving toward log processing pipeline capabilities. [logging] - /service/logflare — Log management platform built on BigQuery. Structured log ingestion with BigQuery-powered querying. Acquired by Supabase. [logging] - /service/logrocket-v2 — LogRocket is a frontend observability platform — providing session replay, performance monitoring, and error tracking with a REST API for querying sessions, errors, and user segments. Agents use LogRocket to retrieve session replay data, query error occurrence rates, and correlate frontend issues with user segments for automated triage and escalation workflows. [analytics] - /service/logtail — Structured log management platform (part of Better Stack) with REST API for log ingestion, querying, and alerting — integrates with standard logging libraries for structured, queryable log storage. [logging] - /service/logto — Logto is an open-source customer identity solution — providing a developer-friendly OIDC/OAuth2 server, pre-built sign-in UI components, a Management API for user and organization management, and SDKs for web and mobile. Agents use Logto for rapid authentication setup with multi-tenancy (organizations), RBAC, and a clean Management API for user lifecycle automation. [auth] - /service/lokalise — Localization and translation management platform with API for key management, automated translation, branch-based workflows, and integrations for software and content localization at scale. [localization] - /service/looker-api — Looker (Google Cloud) provides a REST API for querying data, accessing embedded analytics, managing users and permissions, running Looks and Dashboards, and triggering PDT (persistent derived table) builds. Agents use the Looker API to embed analytics, run data queries programmatically, manage BI content, and integrate Looker into data pipeline workflows. [analytics] - /service/loops — Loops is a modern email platform for SaaS companies — providing a REST API for sending transactional emails triggered by events, managing contacts with custom data properties, running onboarding and lifecycle email sequences, and a visual editor for email templates. Agents use Loops to send product-triggered emails (welcome, onboarding, feature announcements) via simple event tracking calls. [email] - /service/lucia-auth — Open-source TypeScript authentication library providing session management primitives — not a hosted service but a composable auth library for building custom authentication in TypeScript/JavaScript applications. [auth] - /service/lunacy — Lunacy is a free, native design application by Icons8 that runs on Windows, macOS, and Linux — fully compatible with Sketch files (.sketch format) and featuring built-in AI tools, icon libraries, stock photos, and illustrations. While primarily a desktop app, it provides cloud collaboration and integrates with Icons8's asset API for programmatic access to its design asset library. [design] - /service/lunary — Lunary is an open-source LLM observability and analytics platform — providing a Python/JavaScript SDK for logging LLM calls, tracking token usage and costs, evaluating prompt quality, managing prompt templates, and monitoring agent traces. Agents and developers use Lunary to gain visibility into LLM application behavior, debug failures, and optimize prompts. [monitoring] - /service/lytics — AI-powered customer data platform with REST API for audience segmentation, behavioral scoring, content affinity modeling, and profile enrichment — targets enterprise teams needing ML-driven customer intelligence beyond rules-based segmentation. [lifecycle-marketing] - /service/lytix — Lytix is an LLM observability and cost monitoring platform for tracking model usage, costs, errors, latency, and output quality across LLM providers through SDK instrumentation and dashboards. [monitoring] - /service/mabl — Intelligent test automation platform with REST API for executing and managing end-to-end tests — provides cloud browser test execution, auto-healing tests, and deployment event integration for quality gate automation. [testing-automation] - /service/mage-ai — Mage AI is an open-source data and ML pipeline orchestration tool — providing a Python-and-YAML-based pipeline definition model, built-in blocks for data loading, transformation, and exporting, with a UI, API, and scheduling for running data and ML workflows. [data-pipeline] - /service/magic-link — Passwordless authentication SDK and API for email magic links, WebAuthn passkeys, and social OAuth — provides user authentication infrastructure as a managed service with wallet-based Web3 auth support. [auth] - /service/mailboxlayer — REST JSON email validation API with syntax, MX, SMTP, disposable detection, typo suggestion, and score outputs that are easy to normalize into trust surfaces. [email-validation] - /service/mailchimp-v2 — Mailchimp is a widely used email marketing and automation platform — providing a REST API for list management, campaign creation, transactional email (Mandrill), subscriber management, and automation workflows. Agents use Mailchimp to manage email lists, add/update subscribers, send transactional emails, and trigger automated marketing sequences. [email] - /service/mailerlite — MailerLite is an email marketing platform providing a REST API for subscriber management, campaign creation, automation workflows, landing pages, and analytics — with competitive pricing and a clean developer experience suitable for small to mid-sized teams. [email] - /service/mailgun — Mailgun is a developer-focused email API for sending, receiving, and tracking transactional and marketing emails — providing a REST API with batch sending, email validation, inbound routing, webhooks, and mailing list management. Agents use Mailgun for high-volume transactional email, email validation workflows, and inbound email processing pipelines. [email] - /service/mailjet-v2 — Mailjet is an email delivery and marketing platform providing a REST API for sending transactional and marketing emails, managing contact lists, creating email templates, and tracking delivery analytics. Agents use Mailjet for transactional email delivery with template management, contact synchronization, and real-time send event tracking via webhooks. [email] - /service/mailtrap — Dual-mode email platform: safe sandbox environment for dev/test email capture plus production SMTP/API sending with HTML and spam analysis. [email] - /service/make — Visual automation platform (formerly Integromat) with advanced workflow logic, data transformation, and API integration builder. More powerful than Zapier for complex automations. [workflow-automation] - /service/make-api — REST API for Make (formerly Integromat) automation platform — enables programmatic scenario management, execution triggering, and monitoring of Make workflows that connect 1000+ apps via visual automation builder. [workflow-automation] - /service/make-v2 — Make is a visual workflow automation platform for connecting apps and automating business processes through a scenario builder, 1000+ app integrations, data transformation, and scheduling without code. [workflow-automation] - /service/mapbox — Mapping and geocoding API for location-based services [maps] - /service/marqo — Open-source tensor search and vector database with REST API — multimodal search across text and images with built-in embedding generation, structured filtering, and a developer-friendly document-oriented API. [vector-database] - /service/mastodon — Federated social platform with APIs for accounts, posts, timelines, media, notifications, and moderation across independent instances. [social] - /service/mastra — TypeScript-native AI agent and workflow framework by the Gatsby team — typed agents, tool calling, memory, evals, and multi-step workflow engine with first-class Next.js integration. [workflow-orchestration] - /service/mattermost — Mattermost is an open-source, self-hostable team messaging platform providing Slack-equivalent functionality — channels, direct messages, threads, file sharing, and integrations — with a comprehensive REST API and webhook system. Designed for organizations requiring data sovereignty, on-premises deployment, or air-gapped environments, it is widely used in enterprise, defense, and regulated industries. [chat-messaging] - /service/maxio — Maxio (formerly Chargify + SaaSOptics) is a subscription billing and revenue management platform — providing a REST API for managing subscriptions, customers, components (usage-based billing), invoices, and revenue recognition analytics. Agents use Maxio for SaaS subscription lifecycle management, metered billing workflows, and subscription analytics integration. [payments] - /service/maxmind — IP geolocation and fraud detection databases. GeoIP2 provides location, ISP, and connection data. minFraud provides transaction risk scoring. [geolocation] - /service/medusa — Open-source headless commerce platform with modular architecture, REST and GraphQL APIs, and extensive customization for building custom storefronts. [ecommerce] - /service/meilisearch — Open-source, self-hosted search engine with instant full-text search, typo tolerance, faceted filtering, and a REST API — cloud-hosted via Meilisearch Cloud. [search] - /service/meltano — Open-source, CLI-driven ELT platform built on Singer extractors and dbt — manages data pipeline configurations, runs, and schedules with a REST API for programmatic pipeline management. [data-pipeline] - /service/mem0ai — Mem0 is a memory layer for AI agents and chatbots — providing a Python/JavaScript SDK and REST API for storing, retrieving, and updating user-specific memories across conversations, with automatic memory extraction from conversation history, semantic search over stored memories, and a managed cloud service. Agents use Mem0 to give LLM applications persistent, personalized memory without managing vector stores directly. [ai] - /service/mercury — Business banking platform for startups with API access for account information, transactions, payments, and team management for automated financial workflows and treasury operations. [fintech] - /service/merge-api — Merge is a unified API platform for B2B integrations — providing a single REST API that abstracts 200+ HR, ATS, CRM, accounting, ticketing, and file storage APIs (Workday, Greenhouse, Salesforce, QuickBooks, Jira, Google Drive, etc.) behind normalized data models, enabling SaaS products to add multi-integration support without building individual connectors. Agents use Merge to read normalized data from enterprise systems. [integrations-platform] - /service/mergent — Task scheduling API for serverless and API-based workflows. Schedule one-time or recurring HTTP requests with cron expressions, retries, and delivery guarantees. [scheduling] - /service/messagebird — Omnichannel messaging platform for SMS, WhatsApp, Telegram, email, and voice. Recently rebranded as Bird. [communication] - /service/metabase — Open-source business intelligence and analytics platform with question builder, dashboards, embedding, and REST API for programmatic report management and data querying. [analytics] - /service/metaflow — Metaflow is an open-source framework from Netflix for building and operating data science and machine learning workflows — combining Python-first flow definitions with production deployment targets, artifact management, scheduling, and scalable execution on cloud infrastructure. [workflow-orchestration] - /service/azure — Cloud platform with REST APIs for compute, storage, and AI [devops] - /service/business-central — Business accounting and ERP platform with APIs for companies, customers, vendors, items, journal lines, sales invoices, purchase invoices, and finance reporting. [accounting] - /service/microsoft-entra — Microsoft's enterprise identity and access management platform (formerly Azure Active Directory) with Microsoft Graph API for user, group, device, and application management across the Microsoft 365 and Azure ecosystem. [sso-directory] - /service/microsoft-graph-v2 — Microsoft Graph is the unified API gateway for Microsoft 365 — providing REST access to Outlook email, Calendar, Teams, OneDrive, SharePoint, Planner, and Azure AD user/group management from a single API endpoint. Agents use Microsoft Graph to read/send Outlook emails, create calendar events, access Teams messages, manage OneDrive files, and query organizational user data. [productivity] - /service/microsoft-outlook — Outlook/Microsoft Graph calendar integration [calendar] - /service/microsoft-teams — Enterprise communication and collaboration platform with messaging, video, and app integration via Microsoft Graph API. [communication] - /service/mikro-orm — MikroORM is a TypeScript ORM for Node.js supporting multiple databases with the Unit of Work pattern, identity map, data mapper approach, complex relations, migrations, and strong TypeScript type inference. [databases] - /service/milvus — Open-source vector database for similarity search at scale, with managed cloud offering via Zilliz Cloud. [vector-database] - /service/minio — Open-source S3-compatible object storage designed for self-hosted and on-premise deployments — provides the full S3 API for applications requiring data sovereignty, air-gapped environments, or edge storage. [storage] - /service/mintlify — Documentation platform for developer-facing products; MDX-based docs with built-in API reference generation from OpenAPI specs, search, analytics, and hosted deployment. [sdk-tooling] - /service/miro — Collaborative whiteboard platform with boards, widgets, comments, and app integrations. API for board automation and structured board manipulation. [productivity] - /service/mistral-v3 — Mistral is an AI platform offering chat and completion models, embeddings, function calling, OCR/document APIs, multimodal features, fine-tuning, and enterprise deployment options through hosted APIs and SDKs. [ai] - /service/mistral — Mistral AI provides frontier open-weight and proprietary LLM APIs — including Mistral Large, Mistral Small, Codestral (code), Pixtral (multimodal), and embedding models — via an OpenAI-compatible REST API, with strong performance on reasoning, code generation, and multilingual tasks. Agents use Mistral for cost-effective frontier inference with European data residency and open-weight model options. [ai] - /service/mixpanel — Mixpanel is a product analytics platform — providing a REST Ingestion API for tracking user events and properties, a Query API for programmatic report generation, and a Data Export API for raw event export. Agents use Mixpanel to track product usage events, query funnel and retention metrics programmatically, and export raw event data for analysis. [analytics] - /service/mlflow-v2 — MLflow is an open-source machine learning lifecycle platform for experiment tracking, model packaging, registry, evaluation, and deployment workflows — widely used to manage runs, artifacts, models, and reproducibility across ML teams. [ml-experiment-tracking] - /service/mobx-v2 — MobX is a reactive state management library using observable state, computed values, and reactions to automatically track and update dependent components and computations in React and other view frameworks. [devops] - /service/modal — Modal is a serverless cloud platform for running Python functions on-demand — providing a Python SDK for defining functions that run in cloud containers with GPU access, automatic scaling, distributed computing, web endpoints, and scheduled jobs, with sub-second cold starts and pay-per-second billing. Agents use Modal to run GPU-intensive AI inference, model fine-tuning, and data processing without managing cloud infrastructure. [code-execution] - /service/mode — SQL-based collaborative analytics platform with notebooks, visualizations, report scheduling, and API for triggering report runs and managing analytics workflows programmatically. [analytics] - /service/momento — Serverless cache and pub/sub platform with REST and SDK APIs — provides Redis-compatible caching without provisioning clusters, with per-request billing and automatic scaling for serverless and edge workloads. [cache] - /service/monday — Monday.com provides a GraphQL API for managing boards, items, columns, groups, and automations — enabling agents to create project items, update field values, query board data, and trigger workflow automations. Agents use Monday.com to integrate project and CRM data with product systems, automate item creation from events, and sync status updates across teams. [productivity] - /service/mongodb-v3 — MongoDB is the leading document database providing flexible JSON-like document storage, a rich query language, aggregation pipelines, change streams, Atlas managed cloud service, and drivers for all major programming languages. [databases] - /service/mongodb-atlas — MongoDB Atlas is the fully managed cloud MongoDB service — providing a REST Data API, Atlas Search (full-text search), Atlas Vector Search (semantic search), and a management API for cluster lifecycle, backup, and monitoring. Agents use MongoDB Atlas for flexible document storage, Atlas Vector Search for RAG pipelines, and the Data API for serverless/edge query access without connection pools. [databases] - /service/moov — Moov is an embedded payments infrastructure platform providing a developer-first API for ACH transfers, card payments, and money movement — designed for platforms and marketplaces needing to embed financial services without becoming a licensed money transmitter. [fintech] - /service/moralis — Web3 data API platform with REST and streaming APIs for NFT data, DeFi protocol data, token prices, wallet portfolio, and blockchain event streams — enables building web3 applications without running blockchain indexing infrastructure. [web3] - /service/motherduck — Serverless cloud DuckDB service with SQL API — brings DuckDB's fast local OLAP engine to the cloud with collaboration features, sharing, and a managed service model for analytical queries without infrastructure. [data-warehouse] - /service/mparticle — Enterprise Customer Data Platform with REST API for event data ingestion, identity management, audience creation, and data forwarding to analytics, advertising, and marketing destinations at enterprise scale. [customer-data-platform] - /service/msw-v2 — MSW is an API mocking library for browser and Node.js environments using Service Worker interception to mock REST and GraphQL requests with a declarative handler API, enabling realistic network request interception in tests. [testing] - /service/multion — MultiOn is an AI-powered browser automation agent and API for completing web tasks autonomously, enabling agents to navigate websites, fill forms, extract information, and perform multi-step web actions through natural language instructions. [browser-automation] - /service/mux — Video infrastructure API for live and on-demand video — provides upload, encoding, streaming, and analytics with a developer-first REST API designed for programmatic video workflows. [media] - /service/myob — Business accounting platform with APIs for contacts, accounts, invoices, bills, tax codes, banking data, and operational bookkeeping workflows in SMB environments. [accounting] - /service/n8n — n8n is an open-source workflow automation platform providing a visual node editor, 400+ integrations, custom code nodes, self-hosted or cloud deployment, and an extensible connector framework for technical teams. [workflow-automation] - /service/nango — Nango is an open-source integrations platform — providing a hosted OAuth flow manager, API credential store, and pre-built integration templates for 250+ APIs (GitHub, Salesforce, Slack, Google, etc.), with a Node.js/Python SDK for triggering data syncs and making authenticated API calls through Nango's proxy. Agents use Nango to handle OAuth flows and authenticated API calls to third-party services without managing token refresh logic. [integrations-platform] - /service/nats — NATS is an open-source, high-performance cloud-native messaging system providing pub/sub, request/reply, and queue groups (load-balanced consumers) with optional persistence via JetStream. Its lightweight protocol supports millions of messages per second with sub-millisecond latency. NATS is self-hosted (or hosted via Synadia Cloud) and provides a REST management API via nats-rest-config-proxy for configuration management. [message-queues] - /service/neon — Neon is a serverless Postgres platform providing database branching (instant copy-on-write branches), scale-to-zero compute, autoscaling, and a REST API for database management — designed for modern development workflows with Git-like database branching for CI/CD pipelines. Agents connect via standard Postgres protocol and manage branches/projects via the Neon REST API. [databases] - /service/neon-v4 — Neon is a serverless Postgres platform with database branching, autoscaling compute, scale-to-zero, connection pooling, and a REST API and CLI for programmatic database management in modern application stacks. [databases] - /service/neptune-ai — ML experiment management platform with REST API and Python SDK for logging, comparing, and querying training runs, model metadata, and datasets — designed for teams that need reproducibility and traceability in ML development. [ml-experiment-tracking] - /service/nestjs-v2 — NestJS is a progressive TypeScript Node.js framework for building scalable server-side applications and APIs with built-in dependency injection, decorators, modules, guards, interceptors, and provider patterns inspired by Angular. [devops] - /service/netbird — NetBird is an open-source, WireGuard-based overlay network platform providing zero-config peer-to-peer VPN and access control, with a REST management API for peer management, policies, and network routes. [networking] - /service/netlify — Netlify is a web deployment and serverless platform — providing Git-based deployments for static sites and full-stack applications, global CDN, Branch Deploys and Deploy Previews per PR, Netlify Functions (serverless Node.js/Go), Edge Functions (Deno-based), Forms, Identity, and a REST API for deployment and site management. Agents use Netlify to deploy and manage web applications programmatically. [devops] - /service/netlify-functions — Netlify Functions is a serverless function platform built on AWS Lambda — providing automatic deployment of JavaScript/TypeScript functions alongside Netlify-hosted sites, with a REST API for function management, logs, and triggering via HTTP. Agents use Netlify Functions for serverless backend logic in Netlify-hosted web applications, Netlify Edge Functions for edge-compute scenarios. [devops] - /service/netsuite — Oracle NetSuite ERP and accounting platform with APIs for finance, records, transactions, inventory, procurement, and enterprise back-office automation. [accounting] - /service/neverbounce — Real-time email verification API for single and bulk email validation with deliverability scoring — used for list cleaning, form validation, and maintaining sender reputation in email marketing workflows. [email-validation] - /service/new-relic — New Relic is a cloud observability platform providing APM, infrastructure monitoring, logs, distributed tracing, browser monitoring, synthetic monitoring, and error tracking — accessible via a REST API and NerdGraph (GraphQL) API for querying telemetry data (NRQL), managing alerts, creating dashboards, and ingesting custom telemetry. Agents use New Relic to query performance data, manage alerts, and build observability-driven automation. [monitoring] - /service/newrelic-llm — New Relic AI Monitoring is a New Relic product for observing LLM applications with request/response tracing, model performance metrics, cost attribution, error analysis, and integration with the broader New Relic observability stack. [monitoring] - /service/nextjs-v2 — Next.js is an open-source React framework providing file-based routing, server components, server actions, API routes, static and dynamic rendering, image optimization, and a production-grade full-stack web development model. [devops] - /service/ngrok — Secure ingress and tunneling platform for exposing local or private services, with traffic inspection, auth, and edge routing features. [webhooks] - /service/nile-db — Nile Database is a serverless PostgreSQL platform built for multi-tenant SaaS applications — providing tenant-aware PostgreSQL with virtual tenant databases, built-in user authentication, row-level security pre-configured per tenant, and a REST API for tenant management. Agents use Nile to build multi-tenant AI applications with proper data isolation without manually implementing tenant schemas. [databases] - /service/nitro-server — Nitro (UnJS) is a universal server engine that compiles to any deployment target — Node.js, serverless, Cloudflare Workers, Bun, and more — providing a consistent API for building backend handlers that deploy anywhere without runtime-specific code. [devops] - /service/nocodb — Open-source Airtable alternative that converts any relational database (MySQL, PostgreSQL, SQLite) into a no-code spreadsheet interface with REST and GraphQL APIs for programmatic data access. [data-app] - /service/nodejs-v2 — Node.js is a JavaScript runtime built on V8 for building server-side applications, APIs, CLI tools, and streaming applications with an event-driven, non-blocking I/O model and the npm/npx ecosystem. [devops] - /service/northflank — Northflank is a developer cloud platform — providing a REST API and web UI for deploying Docker containers, running jobs and cron tasks, provisioning managed databases (PostgreSQL, MySQL, MongoDB, Redis), configuring secrets, and managing CI/CD pipelines, with a focus on developer experience and API-first design. Agents use Northflank to deploy and orchestrate cloud services programmatically via its comprehensive REST API. [devops] - /service/notion — Notion provides a REST API for programmatic access to pages, databases, blocks, comments, and users in Notion workspaces — enabling agents to create and update documentation, manage project databases, extract structured data, and build knowledge management workflows on top of Notion's flexible content model. [productivity] - /service/notion-api — Official Notion REST API for reading and writing pages, databases, blocks, and comments — enables agents to query Notion databases as structured data stores, create pages programmatically, and sync content with external systems. [productivity] - /service/notte — Notte is a structured browser API designed for AI agents — converting any web page into a structured, agent-readable representation and providing clean action primitives without requiring vision models or brittle selectors. [browser-automation] - /service/novu — Novu is an open-source notification infrastructure platform providing a unified API and workflow engine for sending notifications across email, SMS, push, in-app, chat, and webhooks — with a visual workflow editor, subscriber management, preference center, and self-hostable deployment. Agents trigger notification workflows via the API; Novu routes across configured channels with digest, delay, and conditional step support. [notifications] - /service/ntfy — Open-source HTTP-based push notification service that uses topic subscriptions — self-hostable with a public cloud option; agents POST to a topic URL to deliver notifications to any subscribed client. [push-notifications] - /service/nuclino — Nuclino is a team wiki and knowledge management platform providing a REST API for managing workspaces, items (documents), and collections — with a focus on fast, clutter-free knowledge sharing. [productivity] - /service/nuxt-v2 — Nuxt is the Vue.js full-stack application framework providing SSR, static site generation, file-based routing, auto-imports, Nitro server engine, and deployment adapters for building universal Vue.js applications. [devops] - /service/nvidia-nim — NVIDIA NIM (NVIDIA Inference Microservices) provides optimized, containerized AI model inference endpoints — packaging models (Llama, Mistral, Stable Diffusion, and NVIDIA-specific models) with CUDA-optimized runtimes into Docker containers deployable on any NVIDIA GPU infrastructure, with an OpenAI-compatible REST API. Agents use NIM for self-hosted, GPU-accelerated inference with no cloud dependency. [ai] - /service/triton-server — NVIDIA Triton Inference Server is a high-performance model serving system for deploying AI models across GPUs and CPUs — supporting TensorRT, PyTorch, TensorFlow, ONNX, Python backends, dynamic batching, and multi-model serving behind HTTP/gRPC inference endpoints. [devops] - /service/nylas-api — Unified API for email, calendar, and contacts across Gmail, Outlook, Exchange, and IMAP providers with bidirectional sync and scheduling widgets. [calendar] - /service/observable-hq — Observable is a JavaScript-based data visualization and analysis platform — providing a reactive notebook environment and Observable Framework for building production data apps from SQL, Python, and JavaScript with a composable, git-deployable architecture. [data-app] - /service/odoo-accounting — Accounting module within Odoo with external APIs for partners, invoices, journal entries, payments, taxes, and ERP-adjacent finance automation. [accounting] - /service/okta — Enterprise identity and access management [auth] - /service/ollama — Local LLM runner for macOS, Linux, and Windows; pull and run open-weight models (Llama, Mistral, Gemma, etc.) via a local REST API with an OpenAI-compatible endpoint. [ai] - /service/omnisend — Omnisend is an e-commerce marketing automation platform — providing a REST API for contact management, email/SMS campaign sending, automation workflow triggers, segmentation, and e-commerce event tracking. Agents use Omnisend to sync customer and order data, trigger transactional emails, and manage multi-channel marketing for e-commerce stores. [email] - /service/onedrive-api — OneDrive API (via Microsoft Graph) provides REST access to OneDrive personal and OneDrive for Business file storage — enabling agents to upload/download files, manage folder structures, create sharing links, search file content, and handle large files via upload sessions. Agents use OneDrive API for document management in Microsoft 365 environments, integrating file workflows with Outlook, Teams, and SharePoint. [productivity] - /service/onelogin — Enterprise SSO and identity management platform with SAML/OIDC federation, SCIM directory sync, MFA, and API for user and application lifecycle management in enterprise environments. [sso-directory] - /service/onesignal — Multi-channel messaging platform for push notifications, email, SMS, and in-app messages. REST API for audience management and message sending. [notifications] - /service/onfido — AI-powered identity verification platform with REST API for document checks, facial similarity, database checks, and risk scores — used by financial services and regulated industries for automated KYC compliance. [identity-verification] - /service/onnxruntime — ONNX Runtime is Microsoft's high-performance inference engine for ONNX models — supporting CPU, GPU, mobile, browser, and edge execution with broad hardware acceleration, cross-framework portability, and deployment across Python, C++, JavaScript, and mobile runtimes. [sdk-tooling] - /service/openai — OpenAI is the leading AI platform providing GPT models, Assistants, Responses API, embeddings, image generation, speech, realtime, fine-tuning, Batch API, and enterprise-grade access through developer-facing APIs and SDKs. [ai] - /service/openai-agents-sdk — The OpenAI Agents SDK (formerly Swarm, now production-ready) is an open-source Python framework for building multi-agent workflows — providing Agent, Runner, Handoff, and Tool primitives for orchestrating networks of specialized LLM agents, with built-in tracing, guardrails, and support for any LLM provider via the OpenAI-compatible interface. Agents use the SDK to build production multi-agent systems with controlled handoffs and tool use. [ai] - /service/openapi-v3 — OpenAPI (formerly Swagger) is the standard specification for RESTful API description, enabling automatic documentation, client SDK generation, server stub generation, and API testing tooling from a single YAML/JSON spec. [api-testing] - /service/openapi-generator — Open-source code generation tool with REST API wrapper (openapi-generator-online) for generating client SDKs, server stubs, and documentation from OpenAPI specifications — community-maintained with 50+ language targets. [sdk-tooling] - /service/openfga — Open-source fine-grained authorization system (Zanzibar-inspired) with REST API for relationship-based access control (ReBAC) — developed by Auth0/Okta and used for modeling complex permission systems like Google Drive's sharing model. [authorization] - /service/openlit — Open-source LLM observability platform; auto-instrument OpenAI, Anthropic, LangChain, and 20+ LLM providers via OpenTelemetry — tracing, cost tracking, GPU monitoring. [monitoring] - /service/openllmetry — OpenLLMetry is an open-source LLM observability SDK based on OpenTelemetry — providing Python/JavaScript/Ruby instrumentation for tracing LLM calls from OpenAI, Anthropic, Cohere, and 20+ LLM frameworks (LangChain, LlamaIndex, CrewAI, etc.), with export to any OTel-compatible backend (Jaeger, Grafana Tempo, Datadog, Honeycomb, Traceloop). Agents use OpenLLMetry to instrument LLM pipelines with standard OTel traces exportable to existing observability stacks. [monitoring] - /service/openobserve — Open-source, high-compression observability platform (logs, metrics, traces) — Elasticsearch-compatible ingestion API, Rust-based storage engine, self-hosted or OpenObserve Cloud. [monitoring] - /service/openpipe — OpenPipe is a platform for fine-tuning and deploying custom LLMs by collecting training data from production LLM calls, running fine-tuning jobs, and serving the resulting models through an OpenAI-compatible API. [ai] - /service/openreplay — Open-source session replay and product analytics — self-hosted or cloud, with network request inspection, Redux/Vuex devtools, errors, co-browsing, and feature flags. [monitoring] - /service/openrouter — OpenRouter is a unified LLM API gateway providing OpenAI-compatible access to 200+ models from Anthropic, Google, Meta, Mistral, Cohere, and many other providers — with automatic model routing, fallback, cost optimization, and per-model pricing transparency. Agents use OpenRouter to access any frontier or open-source model through a single API key and consistent interface, without managing multiple provider credentials. [ai] - /service/opensearch — OpenSearch is an open-source, community-driven fork of Elasticsearch — providing a REST API for full-text search, structured queries, aggregations, vector search (k-NN plugin), and log analytics. Agents use OpenSearch as a self-hostable Elasticsearch alternative for search and analytics, or as managed Amazon OpenSearch Service on AWS. [search] - /service/opentelemetry — OpenTelemetry is the open-source observability framework and CNCF standard — providing vendor-neutral SDKs and auto-instrumentation for collecting traces, metrics, and logs from any application, with OTLP (OpenTelemetry Protocol) for exporting to any compatible backend (Jaeger, Zipkin, Datadog, Grafana Tempo, New Relic, Honeycomb, etc.). Agents instrument their code with OpenTelemetry for portable observability. [apm] - /service/opentelemetry-collector — Vendor-agnostic telemetry pipeline — receives traces, metrics, and logs via OTLP/Jaeger/Zipkin/Prometheus; processes with transforms and sampling; exports to any observability backend. [monitoring] - /service/opik — Opik (by Comet ML) is an open-source LLM evaluation and observability platform providing a Python SDK and REST API for tracing LLM calls, evaluating outputs with custom and built-in metrics, running CI/CD LLM test suites, and building evaluation dashboards — self-hostable or available as Opik Cloud. Agents use Opik to instrument LLM pipelines, track prompt performance, and run automated quality checks. [monitoring] - /service/opsgenie — Atlassian incident management and on-call platform with REST API for alert management, on-call schedule queries, escalation policies, and incident creation — widely deployed in enterprise DevOps and SRE teams. [incident-management] - /service/optimizely — Optimizely is an enterprise experimentation and feature management platform covering A/B testing, multivariate experiments, feature flags, and personalization. Its REST API and server-side SDKs allow programmatic experiment management, flag evaluation, and results retrieval. Primary market is enterprise digital teams requiring rigorous statistical testing and feature rollout governance. [feature-flags] - /service/orb-billing — Orb is a billing platform built for usage-based and hybrid pricing models, with APIs for meters, invoices, subscriptions, credits, and customer billing workflows. [subscription-billing] - /service/ory — Open-source identity infrastructure with Ory Kratos (identity management), Ory Hydra (OAuth2/OIDC server), and Ory Keto (permissions) — self-hostable or managed cloud. [identity] - /service/ory-hydra — Ory Hydra is an open-source OAuth 2.0 and OpenID Connect server — providing a REST API for managing OAuth2 clients, issuing access and refresh tokens, handling consent flows, and introspecting tokens. Agents use Ory Hydra to implement OAuth2 authorization servers in self-hosted infrastructure, enabling secure delegated authorization for multi-service architectures. [auth] - /service/ory-kratos — Ory Kratos is an open-source identity and user management server providing headless auth flows — registration, login, password recovery, MFA, social OAuth, and profile management via a REST API, deployable self-hosted or via Ory Network. [auth] - /service/oslo-auth — Oslo is an open-source collection of authentication utilities for JavaScript/TypeScript — providing OAuth 2.0 client, PKCE, password hashing, HMAC, session management, JWT, and cryptographic primitives as lightweight, framework-agnostic building blocks. [auth] - /service/osso — Open-source SAML SSO service for adding enterprise single sign-on to SaaS applications — provides a hosted OAuth2 broker over SAML identity providers with an admin portal and REST API for managing identity provider configurations. [sso-directory] - /service/outline-wiki — Outline is an open-source team knowledge base and wiki — providing a REST API for creating and managing documents, collections, and teams, deployable self-hosted or via Outline Cloud. [productivity] - /service/oxylabs — Enterprise web scraping infrastructure with residential, datacenter, and mobile proxies, a web scraper API, and real-time crawler for large-scale structured data extraction at enterprise scale. [web-scraping] - /service/paddle — Paddle is a merchant of record (MoR) platform for SaaS and software companies — handling payments, subscriptions, tax compliance (VAT, sales tax), invoicing, and global payments processing across 200+ countries, with a REST API for subscription management. Agents use Paddle when they need a MoR to handle tax compliance globally without maintaining their own tax registration. [payments] - /service/paddle-billing — Paddle's next-generation billing API for subscription management, usage-based billing, and global tax compliance — the new Paddle API (distinct from Paddle Classic) with webhooks, catalog management, and checkout embed support. [payments] - /service/pagerduty — PagerDuty is the leading incident management and on-call platform — providing a REST API for triggering incidents, managing on-call schedules, updating incident status, creating postmortems, and integrating with monitoring tools. Agents use PagerDuty to programmatically create incidents from alerts, escalate unacknowledged pages, and query on-call schedules for automated incident routing. [monitoring] - /service/pandadoc — Document automation platform with e-signatures, proposals, contracts, and CPQ. API for document creation from templates, signing workflows, and CRM integration. [e-signatures] - /service/panora — Open-source unified API platform for B2B integrations (CRM, HRIS, ATS, ticketing, file storage) — self-hostable alternative to Merge with an open data model and REST API for building product integrations. [integrations-platform] - /service/paperform — Form and survey builder with a rich editing experience, payment integration, and API for managing submissions, automating notifications, and integrating form data into external workflows. [survey] - /service/papertrail — Cloud-hosted log management by SolarWinds. Syslog and HTTP log aggregation with real-time search, alerts, and log archive. [logging] - /service/particle — IoT device platform with REST API for fleet management, OTA firmware updates, device telemetry, and event streaming — provides the cloud infrastructure for connected hardware products at scale. [iot] - /service/partykit — PartyKit is a serverless real-time collaboration platform built on Cloudflare's edge network — providing WebSocket rooms, shared state, and broadcast messaging via a simple API and SDK. Agents use PartyKit to build multiplayer features, shared cursors, live collaboration, and real-time data synchronization without managing WebSocket infrastructure. [real-time] - /service/passage-id — Passage (1Password) is a passwordless authentication platform — providing passkeys, magic link, and biometric authentication with a REST Management API for user management and a JavaScript/iOS/Android SDK for frontend integration. Agents use Passage to implement passwordless auth flows with minimal code and manage users via the Management API. [auth] - /service/payload-cms — Payload CMS is an open-source, TypeScript-first headless CMS and application framework — providing a code-first content modeling approach, auto-generated REST and GraphQL APIs, a customizable admin UI, authentication, access control, file uploads, email, and hooks — self-hostable on any Node.js infrastructure or via Payload Cloud. Agents use Payload's REST API to manage content, users, and media programmatically. [headless-cms] - /service/paypal — Classic payment processor and marketplace [payments] - /service/paypal-api — PayPal provides a REST API for payment processing — covering PayPal Orders (checkout), subscriptions, payouts (mass payment), invoicing, disputes, and reporting. Agents use PayPal API for initiating checkout sessions, processing subscription billing, triggering payouts to multiple recipients, and managing payment disputes programmatically. [payments] - /service/pdf-co — REST API for PDF processing operations including text extraction, conversion, merging, splitting, watermarking, form filling, and data extraction — agent-friendly with simple HTTP endpoints. [pdf-processing] - /service/pdflayer — PDFlayer is a cloud-based HTML-to-PDF and web-page-to-PDF conversion API — providing REST endpoints for converting HTML content or URLs to PDF documents with control over page format, margins, headers, footers, and encryption. [pdf-processing] - /service/pdfmonkey — PDFMonkey is a PDF generation SaaS providing a REST API that merges JSON data into Handlebars/HTML templates to produce pixel-perfect PDFs — suitable for invoices, contracts, reports, and certificates. [pdf-processing] - /service/pendo — Pendo is a product analytics and in-app guidance platform providing page views, feature usage, NPS surveys, and user journey analytics. Its REST API enables programmatic access to account and visitor data, usage metrics, feature flag rollout, and in-app guide management. Used by product teams and agent pipelines needing structured user behavior and engagement data. [analytics] - /service/penpot — Open-source design and prototyping platform with vector editing, component libraries, and an emerging API for teams that need a self-hostable alternative to Figma. [design] - /service/people-data-labs — Person and company data enrichment API with search, enrichment, and matching capabilities across a large professional database. [data-enrichment] - /service/percy — Percy (by BrowserStack) is a visual review and testing platform that captures screenshots of web pages during CI/CD runs and highlights visual diffs for human review. It integrates with Selenium, Cypress, Playwright, Storybook, and other frameworks via SDKs, enabling teams to catch visual regressions before deployment without manually comparing screenshots. [testing-automation] - /service/permit-io — Full-stack authorization platform with REST API for defining and enforcing RBAC, ABAC, and ReBAC policies — provides policy decision point (PDP) infrastructure so teams separate authorization logic from application code. [authorization] - /service/perplexity — Web-grounded AI API with OpenAI-compatible chat completions and a separate Search API. [ai] - /service/perplexity-api — Perplexity API offers answer-generation and search-grounded responses via hosted LLM endpoints, aimed at research, synthesis, and assistant workflows that benefit from web-aware reasoning. [ai] - /service/persona — Identity verification platform with API for KYC workflows — document verification, selfie matching, database checks, and fraud detection — designed to be embedded in onboarding flows with configurable verification flows. [identity-verification] - /service/perspective-api — Google's free text toxicity detection API that scores comments and text for attributes including toxicity, severe toxicity, spam, insults, profanity, and threats using ML models trained on online conversation data. [content-moderation] - /service/pgvector — Open-source vector similarity search extension for PostgreSQL — adds HNSW and IVFFlat index types to enable semantic search, embedding storage, and nearest-neighbor queries directly in a Postgres database without a separate vector store. [databases] - /service/phidata — Phidata is an open-source framework for building multi-modal AI agents with built-in memory, knowledge, tools, and reasoning — providing agents that can search the web, query databases, write code, and reason through complex tasks. [ai] - /service/phoenix-arize — Phoenix (by Arize AI) is an open-source LLM observability platform providing traces, span-level inspection, evaluation, and dataset management for AI applications — with OpenTelemetry-based instrumentation and a local or hosted UI. [monitoring] - /service/phrase — Localization management platform with translation memory, machine translation, API for key/string management, workflow automation, and integrations for continuous software localization. [localization] - /service/pinecone — Managed vector database built for production AI applications; real-time upsert, approximate nearest-neighbor search, filtering by metadata, and serverless and pod-based deployment options. [databases] - /service/pinia-v2 — Pinia is the official state management library for Vue 3, providing a simple store API with Options API and Composition API support, TypeScript inference, devtools integration, and SSR compatibility. [devops] - /service/pinpoint — Pinpoint is a developer-focused transactional and lifecycle email platform providing templating, multi-channel delivery, subscriber management, and analytics via a REST API and headless delivery model suited to product-led notification workflows. [lifecycle-marketing] - /service/pipedream — Developer-focused workflow automation platform with code-first workflows, 2000+ API integrations, and serverless execution for event-driven automation. [workflow-automation] - /service/pipedrive — Pipedrive is a sales-focused CRM providing a REST API for managing deals, contacts, organizations, activities, pipelines, and products — with a visual pipeline view and automations. Agents use Pipedrive to create deals from qualified leads, update deal stages based on product signals, log activities, and integrate sales pipeline data with marketing and support workflows. [crm] - /service/plaid — Financial data network connecting applications to bank accounts with APIs for account verification, transaction history, income verification, identity, investments, and liabilities. [fintech] - /service/plain-support — Modern customer support platform built for developer products; unified inbox for email, Slack, and Discord with a GraphQL API for programmatic thread management. [customer-support] - /service/plane — Plane is an open-source project management and issue tracking platform — providing a REST API for managing projects, issues, cycles, and modules, with self-hosting support and Plane Cloud as a managed alternative. [productivity] - /service/planetscale — PlanetScale is a serverless MySQL-compatible database platform with branching, non-blocking schema changes, horizontal sharding, Boost query caching, and an API for database management workflows. [databases] - /service/plausible-analytics — Privacy-first, open-source web analytics — no cookies, GDPR-compliant, lightweight script, and a REST API for stats export; self-hosted or Plausible Cloud. [analytics] - /service/playht — Play.ht is a text-to-speech and voice cloning platform providing a REST API for generating realistic speech from text — with 900+ AI voices in 142 languages, instant voice cloning, ultra-realistic voice synthesis (PlayHT 3.0), and a streaming API for low-latency audio generation. Agents use Play.ht for voice content generation, podcast production automation, and conversational AI voice synthesis. [communication] - /service/playwright-v2 — Playwright is an open-source browser automation and end-to-end testing framework — providing a Python/TypeScript/JavaScript API for controlling Chromium, Firefox, and WebKit browsers, and Playwright Test for structured test execution. Agents use Playwright for browser automation tasks, web scraping, and end-to-end testing in CI/CD pipelines. [testing] - /service/playwright-local-v2 — Playwright is Microsoft's end-to-end browser testing framework supporting Chromium, Firefox, and WebKit with auto-wait, trace viewer, codegen, component testing, and TypeScript/JavaScript/Python/Java/C# APIs for reliable cross-browser testing. [testing] - /service/playwright-cloud — Microsoft's managed Playwright testing infrastructure providing cloud-hosted browser test execution, trace viewing, and CI/CD integration — hosted service for running Playwright end-to-end tests without managing browser infrastructure. [testing-automation] - /service/playwright-mcp — Official Playwright MCP server — exposes browser automation capabilities (navigate, click, fill, screenshot, extract) as MCP tools that AI agents can call directly without writing Playwright code. [browser-automation] - /service/plivo — Cloud communications API for SMS and voice. Strong for high-volume messaging with competitive per-message pricing. [communication] - /service/plunk — Plunk is an open-source email platform — providing a REST API for sending transactional emails, managing contacts, creating and sending broadcast campaigns, and tracking email events (open, click, bounce), with a web dashboard and self-hosting support. Agents use Plunk to send transactional notifications and manage email contacts programmatically. [email] - /service/pocketbase — PocketBase is an open-source, single-file BaaS (Backend as a Service) providing a SQLite-backed realtime database, built-in auth, file storage, and REST/WebSocket APIs — deployable as a single binary with no infrastructure dependencies. [databases] - /service/polytomic — Reverse ETL and data sync platform for bidirectional sync between databases, warehouses, spreadsheets, and SaaS tools with no-code configuration and API access for automated data pipelines. [reverse-etl] - /service/pomerium — Identity-aware access proxy providing zero-trust secure access to internal applications and services without a VPN; integrates with any identity provider via OIDC/SAML. [authorization] - /service/porter-dev — Porter is a managed cloud PaaS that deploys to your own AWS, GCP, or Azure account — providing a REST API and CLI for Kubernetes-based application deployment, preview environments, database provisioning, and CI/CD pipelines without managing Kubernetes directly. [devops] - /service/portkey — Portkey is an AI gateway and LLM observability platform — providing a proxy API compatible with the OpenAI SDK for routing requests across 200+ LLM providers, automatic fallbacks, load balancing, caching, rate-limit management, and a dashboard for tracking LLM costs, latency, and errors. Agents use Portkey to add reliability and observability to multi-provider LLM workflows with a single API change. [monitoring] - /service/portkey-ai — Portkey AI (distinct from Portkey monitoring) is an AI gateway and observability platform providing unified API access to 100+ LLM providers, with routing, fallbacks, load balancing, caching, guardrails, and detailed request analytics. [ai] - /service/postgraphile — PostGraphile is an open-source library and server that instantly generates a high-performance GraphQL API from a PostgreSQL database schema — auto-detecting tables, views, functions, foreign keys, and RLS policies to produce a GraphQL schema with filtering, sorting, pagination, mutations, and subscriptions. Agents use PostGraphile to query and mutate Postgres data via GraphQL without writing custom resolvers. [api-gateway] - /service/postgresql-v2 — PostgreSQL is the leading open-source relational database with advanced type system, JSONB support, full-text search, extensions (pgvector, PostGIS, etc.), strong ACID compliance, and extensive ecosystem support. [databases] - /service/posthog — PostHog is an open-source product analytics platform — providing a REST API for event ingestion, user property updates, feature flag management, session recording, and analytics query execution. Agents use PostHog to capture product events, update user properties from backend state changes, query analytics data, and manage feature flags from a single open-source or cloud platform. [analytics] - /service/posthog-llm — PostHog has extended its product analytics platform with LLM observability features for tracking AI feature usage, evaluating output quality, monitoring costs, and analyzing user interactions with LLM-powered product features. [monitoring] - /service/postman — API development and testing platform with collections, automated testing, mocking, monitoring, and a public API for managing workspaces, collections, environments, and test runs programmatically. [api-testing] - /service/postmark — Postmark is a transactional email service focused on deliverability — providing a REST API for sending, tracking, and managing transactional and broadcast emails with a strong reputation for inbox placement. Agents use Postmark for reliable transactional email (receipts, password resets, notifications) with detailed delivery tracking and low latency. [email] - /service/prefect — Prefect is a Python-native workflow orchestration platform — providing flow and task decorators, a managed execution layer, scheduling, observability UI, and an API for building, deploying, and monitoring data and ML workflows across local and cloud environments. [workflow-orchestration] - /service/prisma-v2 — Prisma is a next-generation TypeScript ORM with auto-generated type-safe client, schema-first model definitions, migrations, Prisma Studio, and support for PostgreSQL, MySQL, SQLite, MongoDB, and CockroachDB. [databases] - /service/prisma-v4 — Prisma is a next-generation Node.js and TypeScript ORM with schema-based data modeling, Prisma Client (auto-generated type-safe client), Prisma Migrate for schema migrations, and Prisma Accelerate for connection pooling and caching. [databases] - /service/prisma-v3 — Prisma is a modern TypeScript/JavaScript ORM — providing a schema-first approach to database modeling, type-safe query builder (Prisma Client), database migration tool (Prisma Migrate), and Prisma Data Platform for database observability. Agents use Prisma to interact with PostgreSQL, MySQL, SQLite, SQL Server, CockroachDB, and MongoDB with type-safe queries without writing raw SQL. [databases] - /service/prisma-pulse — Managed real-time database event streaming for Prisma — subscribe to PostgreSQL change events via Prisma Client and receive type-safe streams of insert/update/delete events. [databases] - /service/prismic — Slice-based headless CMS with API delivery, previews, releases, and strong support for marketing sites and content teams. [headless-cms] - /service/prometheus — Prometheus is the open-source monitoring and alerting system standard — providing a pull-based metrics collection model, a powerful query language (PromQL), an HTTP API for querying metrics and managing alerts, and native integration with the cloud-native ecosystem (Kubernetes, Docker, OpenTelemetry). Agents use the Prometheus HTTP API to query metrics, check alert states, and build monitoring-driven automation. [monitoring] - /service/promptlayer — PromptLayer is an LLM observability and prompt management platform for logging prompts, tracing requests, evaluating outputs, managing prompt versions, and routing LLM traffic across providers through a managed gateway and SDK. [monitoring] - /service/propelauth — B2B authentication service with built-in organization management, enterprise SSO, and API for managing users and organizations — designed for B2B SaaS with a focus on developer experience and organization-level access control. [auth] - /service/pspdfkit — PDF SDK and API covering annotation, viewing, form operations, digital signatures, and document processing — available as a local SDK and as a hosted API with deep document manipulation capabilities. [pdf-processing] - /service/pubnub — PubNub is a real-time messaging and data streaming network providing publish/subscribe channels, presence detection, message persistence, and push notifications — via REST API and 70+ language SDKs. [message-queues] - /service/pulumi — Infrastructure as Code platform using general-purpose programming languages (TypeScript, Python, Go, C#) with REST API and Pulumi Cloud for state management, deployment history, and team collaboration on infrastructure changes. [infrastructure-as-code] - /service/pulumi-cloud — Managed Pulumi backend for stacks, state, deployment history, policy, secrets, and team collaboration using general-purpose languages for IaC. [infrastructure-as-code] - /service/pusher — Pusher provides a hosted real-time messaging service — with Pusher Channels (event-based pub/sub WebSockets) and Pusher Beams (push notifications), and a REST API for publishing events and managing channel presence. Agents use Pusher to push real-time updates to web and mobile clients without managing WebSocket infrastructure. [notifications] - /service/pushover — Simple real-time push notification service with REST API for sending notifications to iOS, Android, and desktop — designed for developers to deliver operational alerts and custom notifications without a full messaging platform. [push-notifications] - /service/logfire — Pydantic Logfire is an observability platform built by the Pydantic team — providing a Python SDK for structured logging, distributed tracing (OpenTelemetry-compatible), and metrics, with first-class integrations for FastAPI, SQLAlchemy, HTTPX, and Pydantic models, and a web dashboard for querying and visualizing traces. Agents use Logfire to instrument Python AI applications with minimal configuration. [monitoring] - /service/pydantic-ai — PydanticAI is an open-source Python agent framework by the Pydantic team — providing type-safe, model-agnostic agent construction with structured outputs, dependency injection, tool calling, and testing utilities for production AI agents. [ai] - /service/python-stdlib — Python is the dominant language for AI and data engineering, with extensive standard library, asyncio, type hints, virtual environments, and the PyPI ecosystem powering AI frameworks, data pipelines, and scientific computing. [devops] - /service/qdrant — Vector similarity search engine and database with filtering, payload storage, and hybrid search. Open-source and cloud-hosted options. [vector-database] - /service/qdrant-cloud — Qdrant Cloud is the managed cloud version of the Qdrant vector database — providing a fully hosted Qdrant instance accessible via REST and gRPC APIs, Python/JavaScript/Rust clients, multi-tenant namespaces, and automatic backups, without managing Qdrant server infrastructure. Agents use Qdrant Cloud for production-scale vector similarity search in RAG and semantic search pipelines. [vector-database] - /service/qstash — QStash (by Upstash) is a serverless message queue and task scheduling service providing HTTP-based message delivery, delayed sends, cron scheduling, and retry logic — designed for edge and serverless environments. Its simple REST API enables agents to schedule one-off HTTP callbacks, set up recurring cron jobs, and implement reliable task queues without managing broker infrastructure. [scheduling] - /service/qualtrics — Enterprise experience management platform with comprehensive survey and research API for programmatic survey design, distribution, response collection, and advanced analytics used in market research and enterprise feedback programs. [survey] - /service/quickbooks — SMB accounting and bookkeeping platform with APIs for invoices, customers, payments, chart of accounts, reports, and bookkeeping workflows via QuickBooks Online. [accounting] - /service/quickbooks-api — QuickBooks API (Intuit Developer Platform) provides programmatic access to QuickBooks Online financial data: invoices, expenses, customers, vendors, employees, payroll, and financial reports. It is the API gateway for the dominant small business accounting platform in North America, used by fintech apps, bookkeeping tools, ERP integrations, and AI agents needing structured SMB financial data. [fintech] - /service/quickbooks-time — Time tracking and scheduling platform formerly known as TSheets, with APIs for timesheets, users, jobcodes, reports, and payroll-adjacent operations. [time-tracking] - /service/quicknode — Multi-chain blockchain infrastructure provider with dedicated nodes, add-on APIs (NFT, token, DeFi data), and streams (real-time blockchain data) — used for production web3 applications requiring reliable node access. [web3] - /service/rabbitmq-cloud — RabbitMQ is an open-source message broker implementing AMQP — providing a REST Management API for queue, exchange, and binding management, plus AMQP client libraries for message publishing and consuming. Agents use RabbitMQ for task queues, work distribution, request/reply patterns, and decoupled microservice communication. [message-queues] - /service/radar — Geofencing, geocoding, and address validation API platform with SDKs for location-based features — covers geocoding, reverse geocoding, address autocomplete, route calculation, and geofence event detection. [geolocation] - /service/radix-ui — Radix UI is a library of unstyled, accessible React component primitives (Dialog, Dropdown, Select, Tabs, etc.) providing WAI-ARIA compliant behavior, focus management, and keyboard navigation without visual styling. [devops] - /service/ragas — Ragas is an open-source framework for evaluating RAG (Retrieval Augmented Generation) pipelines — providing Python metrics for faithfulness, answer relevancy, context precision, context recall, and end-to-end correctness, with support for LLM-as-judge evaluation, dataset generation, and integration with experiment tracking platforms. Agents use Ragas to measure and improve the quality of retrieval-augmented AI systems. [ml-experiment-tracking] - /service/railway — Railway is a cloud application platform — providing a CLI and REST API for deploying applications from Git repos or Docker images, provisioning databases (PostgreSQL, MySQL, Redis, MongoDB), configuring environment variables, and managing deployment pipelines, with automatic HTTPS and zero-downtime deploys. Agents use Railway to deploy and manage cloud applications without configuring cloud infrastructure. [devops] - /service/railway-v4 — Railway is a cloud application deployment platform supporting containerized services, managed databases, environment variables, and deployment pipelines with a CLI, REST API, and GraphQL API for programmatic management. [devops] - /service/ramp-agent-cards — Programmable virtual Visa cards for AI agents with spend controls, merchant restrictions, and audit trails [agent-payments] - /service/ray-serve — Ray Serve is a scalable model-serving framework built on Ray — enabling deployment of ML models and business logic as autoscaling HTTP services with composable deployment graphs, multi-model serving, batching, and support for LLM inference patterns. [devops] - /service/razorpay — India-focused payment gateway with support for Indian payment methods (UPI, Netbanking, Wallets), subscriptions, payouts, and banking APIs. [payments] - /service/react-hook-form-v2 — React Hook Form is a performant, flexible React form library using uncontrolled components and HTML5 validation, providing minimal re-renders, built-in validation, error handling, Zod/Yup schema integration, and fieldArray support. [devops] - /service/readme-io — ReadMe is an API documentation and developer experience platform for publishing interactive API references, guides, and changelogs. Its REST API enables programmatic management of API specifications (OpenAPI upload), documentation pages, versioning, and user analytics — used by teams building developer portals and needing to automate documentation publishing workflows. [sdk-tooling] - /service/readyset — ReadySet is an open-source SQL caching proxy that sits between applications and Postgres/MySQL databases — automatically caching query results and serving them from memory while keeping the cache consistent with the underlying database via CDC (change data capture). Agents use ReadySet to reduce database load and dramatically lower query latency for read-heavy workloads without application code changes. [databases] - /service/recurly — Recurly is a subscription management and recurring billing platform providing a REST API for managing subscriptions, accounts, invoices, plans, add-ons, coupons, and dunning — with multi-currency support, revenue recognition, and analytics. Agents use Recurly to automate subscription lifecycle management, handle billing state changes, and integrate subscription data into financial reporting workflows. [subscription-billing] - /service/redash — Redash is an open-source data query and visualization platform — providing a REST API for managing queries, dashboards, and data source connections, with support for 35+ data sources and scheduled query execution. [analytics] - /service/reddit — Community discussion platform with APIs for reading posts, comments, user info, moderation actions, and subreddit workflows across public communities. [social] - /service/redis-v3 — Redis is the leading in-memory data store used for caching, pub/sub, queues, session storage, rate limiting, leaderboards, and real-time data structures, available self-hosted or through managed cloud services. [cache] - /service/redis-cloud — Managed Redis with REST API for cache and data operations [databases] - /service/redis-enterprise — Redis Enterprise is the commercial Redis distribution — providing a REST API for database lifecycle management, cluster operations, and Active-Active geo-distribution, alongside full Redis protocol compatibility. Agents use Redis Enterprise for managing Redis deployments at scale, with active-active geo-distribution, persistent RDB/AOF storage, and enterprise support. [cache] - /service/reducto — AI-native document parsing API for extracting structured data from PDFs, Word documents, and images with layout-aware chunking, table extraction, and figure recognition for RAG and data pipelines. [document-processing] - /service/remix-v2 — Remix is a full-stack React web framework providing server-side rendering, nested routing, data loading with loaders, form actions, progressive enhancement, and deployment adapters for edge and server environments. [devops] - /service/render — Render is a unified cloud platform for deploying web services, static sites, cron jobs, background workers, and managed databases — providing Git-based deployments, auto-scaling, a REST API for service lifecycle management, and infrastructure-as-code via render.yaml. Agents use Render to deploy and manage applications programmatically with minimal configuration overhead. [devops] - /service/render-v4 — Render is a cloud platform for deploying web services, background workers, cron jobs, static sites, and managed PostgreSQL/Redis from Git or Docker, with zero-downtime deploys, preview environments, and infrastructure-as-code via render.yaml. [devops] - /service/replexica — Replexica is an AI-powered localization platform — providing a CLI and CI/CD integration for automatically translating application strings using LLMs, with support for JSON, YAML, Markdown, and framework-specific formats (React i18n, Next.js, etc.), GitHub Actions integration, and a REST API for managing translation projects programmatically. Agents use Replexica to automate i18n workflows in software development pipelines. [localization] - /service/replicache — Replicache is a client-side state management and sync framework providing instant local mutations, offline support, and real-time sync between clients and a server — using a push/pull sync protocol that works with any backend. Agents and applications use Replicache to build highly responsive collaborative UIs with optimistic updates, conflict resolution, and reliable eventual consistency. [real-time] - /service/replicate — Replicate is a hosted model execution platform for running and calling machine learning models through an API — offering open-source and custom model deployment, prediction APIs, webhooks, and GPU-backed execution for image, video, audio, and language workloads. [ai] - /service/replit — Cloud-based collaborative IDE and code execution environment with instant deployments, database provisioning, multi-language support, and AI coding assistance for rapid prototyping and development. [code-execution] - /service/resend — Resend is a developer email platform for transactional email delivery, domain management, templates, broadcast or batch workflows, React email integration, webhooks, and modern API-first sending patterns. [email] - /service/restate — Restate is a durable execution and workflow orchestration runtime built for distributed systems, providing durable async/await, exactly-once semantics, and stateful services via a Rust-based server. Its SDK (TypeScript, Java, Kotlin, Go, Python) allows developers to write regular async functions that automatically become resilient, retryable, and checkpointed. A modern alternative to Temporal and Cadence for teams wanting simpler durable execution primitives. [workflow-orchestration] - /service/retell-ai — Retell AI is a voice AI platform for building conversational AI voice agents — providing a REST API for creating agents with custom LLM backends, making and receiving phone calls, real-time WebSocket streaming for custom integrations, and a no-code agent builder. Agents use Retell AI to deploy AI voice agents for customer service, outbound calling, and voice interfaces. [communication] - /service/retool — Retool is a low-code platform for building internal tools — providing a drag-and-drop UI builder, a library of pre-built components (tables, forms, charts), direct database connectors, REST/GraphQL API integrations, and a REST API for managing apps programmatically. Agents use Retool to deploy internal tooling apps and interact with Retool Workflows for automation pipelines. [low-code] - /service/revenuecat — RevenueCat is the industry-standard SDK and API for mobile in-app subscription management — handling purchase validation (iOS App Store, Google Play, Amazon), entitlement tracking, subscriber state, subscription lifecycle events, and webhook notifications. Its REST API enables agents to query subscriber state, grant entitlements, and integrate mobile subscription data into backend analytics and CRM workflows. [subscription-billing] - /service/rill-data — Rill is an open-source operational analytics tool for building fast, interactive dashboards directly on top of OLAP databases (DuckDB, ClickHouse, Druid) — providing a code-first YAML/SQL data model, instant sub-second query performance, and a cloud-hosted option (Rill Cloud) for sharing dashboards with stakeholders. Its API and CLI enable agents to manage data sources, models, and dashboard deployments. [analytics] - /service/rippling — All-in-one workforce management platform with REST API for HR, IT, and finance data — covers employees, payroll, devices, apps, and benefits across global workforces, with a platform API for workflow and data integrations. [hris] - /service/roboflow — Roboflow is a computer vision platform providing APIs for dataset management, model training, deployment, and inference — enabling agents to upload images, annotate datasets, train custom CV models, and run object detection/classification inference via REST. [ai] - /service/rollbar — Error monitoring and tracking platform with REST API for real-time error aggregation, alerting, and deployment tracking — provides actionable error context with stack traces, code versions, and affected user counts. [monitoring] - /service/rollup-v2 — Rollup is a JavaScript module bundler specializing in ES module output, tree shaking, and clean library bundle generation, used as the production bundler in Vite and the standard choice for building JavaScript libraries. [devops] - /service/rootly — Rootly is a Slack-native incident management platform that automates incident workflows: declaration, role assignment, communication updates, runbooks, and retrospectives — all triggered and managed from Slack. Its REST API enables programmatic incident creation, status updates, timeline annotations, and reporting integration for automation pipelines. [incident-management] - /service/rudderstack — RudderStack is an open-source Customer Data Platform — providing an HTTP Tracking API for event ingestion (track, identify, page, group), 200+ destination integrations, a data warehouse sync pipeline, and a REST API for source and destination management. Agents use RudderStack as a vendor-neutral alternative to Segment for routing behavioral data across analytics, marketing, and data warehouse tools. [customer-data-platform] - /service/runpod — RunPod is a GPU cloud platform for AI/ML workloads — providing on-demand and spot GPU instances (A100, H100, RTX series), serverless GPU endpoints (Serverless), persistent pod storage, and a REST API for launching and managing GPU compute programmatically. Agents use RunPod to spin up GPU inference endpoints, run batch ML jobs, and manage compute lifecycle without owning GPU hardware. [devops] - /service/rust-lang-v2 — Rust is a systems programming language known for memory safety without garbage collection, zero-cost abstractions, and fearless concurrency, increasingly used for performance-critical AI inference, WebAssembly, and cloud-native tooling. [devops] - /service/rxjs-v2 — RxJS is a reactive programming library for JavaScript providing Observables, operators for composing asynchronous and event-based programs, and integration with Angular and other reactive frameworks. [devops] - /service/safetykit — SafetyKit provides trust, safety, and policy-operations tooling for case handling, moderation workflows, escalations, and operational review processes. [compliance] - /service/sage-intacct — Cloud accounting and ERP platform with documented APIs for general ledger, AP, AR, vendors, customers, purchasing, cash management, and finance operations. [accounting] - /service/salesforce — Salesforce provides enterprise CRM APIs — REST API, Bulk API, Streaming API, and Metadata API — covering leads, contacts, accounts, opportunities, cases, custom objects, and workflow automation. Agents use Salesforce to query and mutate CRM data, trigger automations, sync records from external systems, and build integrations with the world's most widely deployed enterprise CRM. [crm] - /service/saml-jackson — Open-source SAML SSO and Directory Sync (SCIM) service with REST API — the standalone SAML-as-a-service component from BoxyHQ that translates SAML IdP assertions into OAuth 2.0 tokens for simpler application integration. [auth] - /service/sanity — Sanity is a headless CMS platform providing a real-time content lake with a GROQ query language, Content Lake API, and GROQ-powered CDN — enabling agents to query, create, and update structured content programmatically with real-time subscriptions, custom schemas, and a managed cloud hosting environment. Its APIs support both content management and delivery use cases. [headless-cms] - /service/sauce-labs — Cloud testing platform for browser, mobile, API, and visual testing with enterprise controls and broad automation support. [testing] - /service/savvycal — Scheduling platform designed to respect recipient preferences with overlapping availability display, API for managing scheduling links and bookings programmatically. [calendar] - /service/scraperapi — Web scraping API that handles proxy rotation, CAPTCHA solving, and browser rendering — accepts a target URL and returns the raw HTML, with options for JavaScript rendering, geolocation selection, and structured data extraction. [web-scraping] - /service/scrapingbee — ScrapingBee is a web scraping API that handles headless browser rendering, proxy rotation, and JavaScript execution behind a simple REST API for extracting web content without infrastructure management. [browser-automation] - /service/screenpipe — Screenpipe is an open-source desktop automation and continuous screen recording platform providing a local REST API for capturing screen content, OCR, audio transcription, and querying screen history — enabling agents to interact with and observe desktop application state. [devops] - /service/screenshotmachine — Screenshot API for capturing desktop, tablet, and mobile website images with full-page support and simple URL-driven request parameters, aimed at fast website snapshot generation for automation workflows. [screenshots] - /service/screenshotapi — REST API for capturing full-page and viewport screenshots of URLs — renders pages with Chromium, supports custom viewports, delays, CSS injection, and block-list filtering, returning PNG/JPEG as a download or hosted URL. [screenshots] - /service/screenshotlayer — Screenshot API that returns rendered website captures with configurable viewport, full-height capture, HTTPS transport, and direct export patterns, optimized for programmatic website screenshot generation. [screenshots] - /service/screenshotone — Screenshot and PDF render API for capturing web pages, custom viewports, dark mode, animations, and full-page renders with flexible URL-based and programmatic access. [screenshots] - /service/secureframe — Secureframe streamlines compliance certification with continuous monitoring, automated evidence collection, and pre-built control frameworks for SOC 2 Type I/II, ISO 27001, HIPAA, and PCI DSS. Organizations use it to reduce audit preparation time and maintain continuous compliance posture via integrations with cloud providers, code repos, and HR systems. [compliance] - /service/segment — Segment (by Twilio) is the leading Customer Data Platform — collecting customer events from web, mobile, and server sources, and routing them to 300+ destination tools (analytics, marketing, CRM, data warehouses) via a unified REST API. Agents use Segment to track user events, manage customer profiles, and trigger data pipelines across the entire martech stack from a single integration. [analytics] - /service/semantic-kernel — Semantic Kernel (Microsoft) is an open-source SDK for integrating LLMs into .NET, Python, and Java applications — providing plugins, planners, memory, and agent patterns for building AI-powered applications with enterprise-grade reliability. [ai] - /service/semgrep — Static analysis tool for finding bugs, security issues, and enforcing code standards — custom rules in YAML, 2,000+ community rules, CI/CD integration, and a SaaS platform. [security-scanning] - /service/sendbird — Sendbird is an in-app chat and messaging platform — providing a REST API for user management, channel creation, message sending, and moderation, plus SDKs for embedding real-time chat into web and mobile applications. Agents use Sendbird to build and manage in-app chat features, automate message moderation, and integrate chat data with CRM and support workflows. [chat-messaging] - /service/sendgrid — SendGrid (Twilio) is a high-volume email delivery platform providing a REST API for sending transactional and marketing emails, managing email templates, handling inbound email parsing, tracking delivery/open/click events, and managing contact lists. Agents use SendGrid for transactional email delivery, dynamic template-based sends, and high-volume email automation workflows. [email] - /service/sendpulse — SendPulse is a multi-channel marketing automation platform providing APIs for email, SMS, web push, Viber, and chatbot messaging — with a single account covering multiple channels and a REST API for campaign management and subscriber operations. [email] - /service/sentry — Sentry is an application monitoring and error tracking platform — providing a REST API for querying issues, events, and performance data, managing projects and teams, and accessing source maps and release tracking. Agents use Sentry to query active errors, retrieve issue details for automated triage, manage release deployments, and integrate error tracking into CI/CD workflows. [monitoring] - /service/sentry-ai — Sentry has extended its error monitoring platform with AI-powered features including Autofix for automated debugging, issue grouping improvements, and AI-assisted root cause analysis for production errors. [monitoring] - /service/serper-api — Serper provides a Google Search API for web, news, images, shopping, and local results with low-friction JSON responses, suitable for search augmentation, ranking checks, and retrieval pipelines. [search] - /service/shadcn-ui — shadcn/ui is a collection of reusable, accessible React components built on Radix UI and Tailwind CSS, distributed as copy-pasteable source code rather than an installable package, giving teams full ownership and customization. [devops] - /service/sharepoint-api — SharePoint (via Microsoft Graph) provides a REST API for managing SharePoint sites, document libraries, lists, list items, and files — enabling agents to read/write documents in SharePoint libraries, manage list data, and integrate SharePoint content with Microsoft 365 workflows. Service Principal auth enables server-side access without user interaction. [productivity] - /service/shopify — E-commerce platform with Admin and Storefront GraphQL APIs [ecommerce] - /service/shopify-api — Shopify's Admin API (REST and GraphQL) provides programmatic access to all aspects of a Shopify store — products, variants, inventory, orders, customers, discounts, fulfillments, and webhooks. [ecommerce] - /service/shortcut — Project management for software teams with stories, epics, iterations, and milestones. Clean REST API with strong GitHub/GitLab integration. [productivity] - /service/shufti-pro — KYC, KYB, document verification, and AML screening platform with API-first onboarding flows. [identity-verification] - /service/sidekiq — Redis-backed Ruby background job processor with a REST API for queue monitoring — the dominant background job solution in the Ruby/Rails ecosystem with support for job priorities, scheduling, and batch processing. [background-jobs] - /service/sightengine — Image and video content moderation API for detecting nudity, violence, weapons, hate symbols, and quality issues with real-time and batch processing modes. [content-moderation] - /service/sigma — Cloud-native analytics platform with spreadsheet-style interface, live warehouse queries, and API for embedding analytics and managing workbook automation in data workflows. [analytics] - /service/signnow — Electronic signature platform with REST API for document sending, signature collection, template management, and signing workflow automation — cost-competitive alternative to DocuSign for SMB and enterprise use. [e-signatures] - /service/signoz — SigNoz is an open-source full-stack observability platform — providing distributed tracing, metrics, and logs in a single platform with OpenTelemetry-native instrumentation, a ClickHouse-backed storage engine, and a web dashboard for trace analysis, service maps, and alert configuration. Agents use SigNoz as a self-hosted alternative to Datadog/New Relic for application observability. [monitoring] - /service/signwell — Simple electronic signature API with REST endpoints for document creation, template management, signature requests, and webhook notifications — designed for developer-first e-signature integration. [e-signatures] - /service/sinch — Cloud communications platform with SMS, voice, video, email, and WhatsApp APIs with global carrier network for building customer engagement and communication workflows at scale. [communication] - /service/singlestore — Distributed SQL database combining OLTP and OLAP workloads in a single engine — supports real-time analytics alongside transactional operations with MySQL-compatible SQL, vector search, and a managed cloud offering. [databases] - /service/sketch-api — Sketch provides a REST API for programmatic access to documents, artboards, components, and assets stored in Sketch Cloud — enabling design-to-code workflows, asset export automation, design token extraction, and integration of Sketch designs into CI/CD and content pipelines. The API covers document listing, version management, and asset URL generation. [design] - /service/skyvern — Skyvern is an open-source browser automation agent that uses LLMs and computer vision to navigate websites and complete tasks — without requiring brittle CSS selectors or pre-programmed flows, suitable for dynamic, authenticated web workflows. [browser-automation] - /service/slack — Team communication and messaging platform with rich API [social] - /service/slack-v3 — The Slack API provides bot tokens, socket mode, webhooks, Events API, Web API for messaging, Workflow Builder, and Block Kit for building applications and automations in Slack workspaces. [communication] - /service/slite — Slite is an AI-powered team knowledge base providing document creation, AI search, and a REST API for managing channels (collections) and notes — designed for distributed and remote teams maintaining up-to-date documentation. [productivity] - /service/smile-identity — Digital KYC and identity verification platform with strong Africa coverage, document verification, and authentication flows. [identity-verification] - /service/smtp2go — SMTP2GO is a transactional email delivery service providing a REST API and SMTP relay for sending emails with detailed tracking and analytics. Agents use SMTP2GO for reliable transactional email delivery as a simpler, lower-cost alternative to SendGrid, with free tier for low-volume use cases. [email] - /service/snowflake-v2 — Snowflake is the leading cloud data platform providing a SQL data warehouse with separation of storage and compute, automatic scaling, multi-cloud deployment (AWS, Azure, GCP), a Python and SQL REST API, data sharing, and Snowpark for running Python/Java/Scala directly in the warehouse. Agents use Snowflake to query petabyte-scale analytics data, run data pipelines, and manage warehouse compute programmatically. [data-warehouse] - /service/snyk — Developer-first security platform for scanning code, dependencies, containers, and IaC for vulnerabilities — with API for automating security checks in CI/CD pipelines and managing security findings programmatically. [security-scanning] - /service/soketi — Open-source Pusher-compatible WebSocket server — a self-hostable drop-in replacement for Pusher Channels with the same API and client library compatibility, providing real-time event broadcasting without Pusher's usage limits. [real-time] - /service/sonarcloud — Cloud-hosted code quality and security analysis platform with REST API for retrieving issues, quality gate status, metrics, and project analysis data — the cloud version of the widely-used SonarQube. [code-quality] - /service/sonarqube — Code quality and security analysis platform with SAST capabilities, technical debt tracking, and Web API for automating code quality gates and integrating analysis results into CI/CD workflows. [security-scanning] - /service/sonatype — Software supply chain security platform with REST API for dependency vulnerability scanning, artifact repository management, and license compliance — Nexus Repository and Nexus Lifecycle for developer-first SCA. [security-scanning] - /service/sourcegraph — Code intelligence and search platform with REST and GraphQL APIs for cross-repository code search, symbol navigation, code insights, and batch changes — enables searching and analyzing large codebases programmatically. [search] - /service/spacelift — GitOps-driven infrastructure orchestration platform with REST API for managing Terraform, OpenTofu, Pulumi, and Ansible stacks — adds policy enforcement, drift detection, and access controls on top of existing IaC tools. [infrastructure-as-code] - /service/sparkpost — SparkPost (now Bird) is a transactional and marketing email platform — providing a REST API for sending emails, managing templates, tracking events, and handling bounce/unsubscribe management. Agents use SparkPost for high-deliverability transactional email with detailed analytics at competitive pricing. [email] - /service/speakeasy — Automated SDK generation platform that produces idiomatic client libraries in multiple languages from OpenAPI specs — with API to trigger generation and retrieve generated SDK packages for CI/CD integration. [sdk-tooling] - /service/speechmatics — Speech-to-text API with high accuracy across 50+ languages; batch and real-time transcription, speaker diarization, custom vocabulary, and enhanced model for technical domains. [communication] - /service/split — Feature flagging and experimentation platform with REST API for feature lifecycle management, targeting rules, metrics tracking, and experiment analysis — enterprise-grade with strong governance features. [feature-flags] - /service/splunk-v2 — Splunk is an enterprise observability and SIEM platform — providing a REST API for searching log/event data (SPL queries), ingesting events, managing alerts, and extracting insights from machine data. Agents use Splunk to run saved searches, ingest events via HEC (HTTP Event Collector), query historical log data, and trigger alert actions in automated operations workflows. [monitoring] - /service/sprinto — Sprinto is a compliance automation platform helping SaaS companies achieve SOC 2, ISO 27001, GDPR, and HIPAA certification. It offers entity-level risk management, automated evidence collection across 100+ integrations, real-time compliance dashboards, and audit-ready reporting. Designed for engineering teams shipping quickly without dedicated compliance staff. [compliance] - /service/sqledge — SQLedge is a lightweight SQLite replication tool that streams a Postgres database into a local SQLite replica for read-only edge or serverless workloads, reducing query latency via local data access. [databases] - /service/square — Payment processor with strong POS integration [payments] - /service/ssoready — Developer-first SAML and SCIM platform for adding enterprise SSO and directory sync to SaaS products — provides a hosted API for managing organization SSO configurations, user provisioning, and a self-service admin portal. [sso-directory] - /service/sst-dev — SST (Serverless Stack) is an open-source framework for deploying full-stack serverless applications on AWS — providing infrastructure-as-code via TypeScript, live development with local debugging, and a component library for AWS services (Lambda, RDS, DynamoDB, S3, and more). [devops] - /service/sst-v3 — SST v3 is an open-source infrastructure-as-code framework for deploying full-stack applications on AWS using a high-level TypeScript component model over Pulumi, with built-in constructs for Lambda, databases, auth, storage, and more. [devops] - /service/stability-ai — Image generation and editing API (Stable Diffusion) [ai] - /service/stagehand — Stagehand is an open-source AI browser automation framework by Browserbase — wrapping Playwright with LLM-powered natural language actions (act, extract, observe) that enable agents to control browsers using plain-language instructions rather than CSS/XPath selectors. [browser-automation] - /service/stainless — SDK generation platform producing high-quality, production-ready client libraries from OpenAPI specs — used by major API companies (OpenAI, Anthropic, Cloudflare) for their official SDKs. [sdk-tooling] - /service/standardwebhooks — Standard Webhooks is an open specification and tooling project defining a common format, headers, and signature verification approach for webhook delivery — ensuring interoperability and security consistency across services that send webhooks. Its open-source SDKs provide language-native signature verification and payload parsing for webhook consumers building reliable integrations. [webhooks] - /service/starburst — Starburst is an enterprise analytics platform built on Trino (formerly PrestoSQL) — a distributed SQL query engine that federates queries across data sources (S3 data lakes, Snowflake, BigQuery, Redshift, databases, and 50+ connectors) without moving data. Its REST API enables agent pipelines to run federated SQL queries across multi-source data estates without ETL. [data-warehouse] - /service/statsig — Statsig is a feature management and product experimentation platform — providing feature gates, dynamic configs, experiments (with Statsig's own stats engine), and a REST API for programmatic flag and experiment management. Agents use Statsig for combined feature flagging and A/B testing with an integrated stats engine, reducing the need for a separate analytics platform. [feature-flags] - /service/statuscake — Website and API monitoring platform with REST API for managing uptime tests, SSL monitoring, page speed checks, and status pages — cost-competitive with a generous free tier for simple uptime monitoring needs. [monitoring] - /service/statuspage-io — Statuspage (by Atlassian) is the industry-standard status page platform providing a REST API for creating and managing incidents, components, maintenances, and subscriber notifications — widely used by developer tools and SaaS companies for public and private status communication. [incident-management] - /service/steel-dev — Steel is a cloud browser infrastructure platform purpose-built for AI agents — providing managed Chromium sessions with anti-detection, session persistence, file downloads, and a REST API for agent-driven web interactions at scale. [browser-automation] - /service/stitch — Simple cloud-based ETL service (Talend) with REST API for managing data sources, destinations, and replication jobs — designed for teams that need fast ELT setup without custom pipeline development. [data-pipeline] - /service/stoplight — Stoplight is an API design and governance platform providing a visual OpenAPI editor, API style guide enforcement, mock servers, and documentation hosting. Its REST API and CLI (Spectral) enable programmatic OpenAPI linting, style guide validation, and API governance automation for teams managing large API portfolios. [api-testing] - /service/storyblok — Visual headless CMS with real-time visual editor, component-based content model, and multi-language support. Content and Management APIs. [headless-cms] - /service/storybook-v2 — Storybook is an open-source frontend workshop for developing, documenting, and testing UI components in isolation, providing component stories, visual regression testing, accessibility checks, and integration with major frameworks. [testing] - /service/strapi — Open-source headless CMS with customizable API, content types builder, and admin panel. Self-hosted or Strapi Cloud. [headless-cms] - /service/stream-chat — Scalable in-app chat and messaging API platform with REST and WebSocket APIs — provides channels, messages, reactions, threads, and moderation infrastructure for building real-time chat features without managing messaging infrastructure. [chat-messaging] - /service/stream-video — API-first in-app video and audio platform for call creation, participant management, moderation, recording, and product-native calling. [video-conferencing] - /service/stripe — Stripe is the leading developer-first payment processing platform — providing a REST API for accepting payments, managing subscriptions, handling payouts, creating invoices, and running marketplace payments, with official client libraries in all major languages, a test mode for safe development, and comprehensive webhook coverage for payment lifecycle events. [payments] - /service/stripe-connect — Marketplace and platform payments with connected accounts and transfers API [payments] - /service/stripe-identity — Stripe's identity verification product with API for programmatic document verification and selfie matching — designed for teams already in the Stripe ecosystem who want KYC without adding a separate vendor. [identity-verification] - /service/stytch — Stytch is a developer authentication platform — providing a REST API and Node.js/Python/Ruby/Go SDKs for magic links, SMS OTP, email OTP, OAuth (Google/GitHub/Apple), passkeys, TOTP (authenticator app), and session management, with a headless approach (no pre-built UI required). Agents use Stytch to add authentication flows to applications without building auth infrastructure from scratch. [auth] - /service/sumologic — Sumo Logic is a cloud-native observability and security platform — providing a REST API for log search (CSQL queries), metric queries, dashboard management, alert management, and log ingestion via HTTP Source. Agents use Sumo Logic to query log data, run saved searches, monitor security analytics, and ingest custom application events. [monitoring] - /service/sumsub — Identity verification, AML screening, liveness, and fraud-prevention platform for KYC/KYB onboarding. [identity-verification] - /service/supabase — Supabase is a developer platform built around hosted Postgres with authentication, storage, realtime, edge functions, vector support, and generated APIs, offering an open-source and managed BaaS stack. [devops] - /service/supabase-v3 — Supabase is a Postgres-based BaaS platform with Auth, Storage, Realtime, Edge Functions, Vector support, and a comprehensive management API and CLI for deploying and managing Supabase projects programmatically. [databases] - /service/supabase-edge — Serverless Deno functions at the edge with management API [devops] - /service/superblocks — Superblocks is an enterprise low-code platform for building internal tools and automations — providing a drag-and-drop UI builder, a workflow automation engine (Superblocks Workflows triggered via REST API or schedule), direct database and API connectors, and enterprise features including SSO, audit logs, and granular RBAC. Agents use Superblocks Workflows to trigger complex automation sequences programmatically. [low-code] - /service/supertest-v2 — Supertest is a Node.js HTTP testing library that provides a fluent API for testing HTTP servers (Express, Fastify, Koa) by making assertions directly against server responses without starting a real server. [testing] - /service/supertokens — SuperTokens is an open-source authentication solution providing pre-built UI components, a Core API, and backend SDKs for email/password, social login, passwordless, and session management — self-hostable for full data control or available as SuperTokens Cloud. Agents use the SuperTokens Core REST API for user management, session validation, and role-based access control in backend workflows. [identity] - /service/surveymonkey — Survey platform with API for programmatic survey creation, distribution, response collection, and analysis — widely used for market research, customer feedback, and employee engagement surveys. [survey] - /service/surveysparrow — SurveySparrow is a conversational survey and feedback automation platform providing a REST API for creating surveys, managing contacts, distributing surveys, collecting responses, and analyzing results. [survey] - /service/svelte-v2 — Svelte is a component framework that compiles to vanilla JS at build time with no runtime overhead; SvelteKit is the full-stack application framework providing routing, SSR, API routes, and adapters for various deployment targets. [devops] - /service/svix — Webhook-sending infrastructure for SaaS platforms; handles delivery, retry, rate limiting, portal UI for customers, and event catalog — so products embed reliable webhook sending in minutes. [webhooks] - /service/swc-v2 — SWC is a Rust-based JavaScript and TypeScript compiler used as a Babel alternative for 20-70x faster transpilation, powering Next.js, Parcel, and other build tools as a drop-in Babel replacement. [devops] - /service/sweep-ai — Sweep AI is an AI software engineer that automates GitHub issue resolution — given a GitHub issue or comment, Sweep reads the codebase, generates a plan, writes code changes, and opens a pull request. Agents and developers use Sweep to automate routine bug fixes, small feature implementations, and code improvements through natural language GitHub issue descriptions. [code-quality] - /service/swr-v2 — SWR is a React data fetching library from Vercel using stale-while-revalidate strategy, providing automatic caching, deduplication, revalidation, mutation, optimistic UI, and global cache management for remote data. [devops] - /service/synthflow-v2 — Synthflow is a voice AI platform for building phone-call agents and conversational workflows with hosted telephony, conversation design, integrations, and automation around voice-based business interactions. [communication] - /service/synthflow — Synthflow AI is a no-code/low-code voice agent builder providing a REST API for creating, deploying, and managing AI phone agents — covering inbound and outbound calling with natural conversation flows, CRM integrations, and human handoff. [communication] - /service/tableau-api — Tableau provides REST and GraphQL APIs for managing Tableau Server/Cloud — enabling agents to publish data sources and workbooks, query published content, manage user permissions, trigger extract refreshes, and access view images and data. Agents use the Tableau API for automating report distribution, triggering data refreshes, and integrating Tableau visualizations into external platforms. [analytics] - /service/tago-io — IoT platform with REST API for device data ingestion, dashboards, and automation rules — designed for building IoT applications with a low-code dashboard builder alongside a full REST API for data and device management. [iot] - /service/tailscale — Zero-config mesh VPN and private network service for secure connectivity between devices, services, and cloud environments using WireGuard with centralized identity and policy management. [networking] - /service/tailwindcss-v2 — Tailwind CSS is a utility-first CSS framework providing low-level atomic CSS classes, a design token system, responsive variants, dark mode, and a JIT compiler that generates minimal CSS output for production builds. [devops] - /service/tally — Simple form builder with API access, webhooks, and integrations. Focus on ease of use with unlimited forms and responses on the free tier. [forms] - /service/tanstack-query — TanStack Query (formerly React Query) is a data synchronization library for React, Vue, Svelte, and Solid providing server state management, caching, background refetching, pagination, infinite scroll, and optimistic updates. [devops] - /service/tavily — Tavily is a search API built specifically for AI agents — providing a single REST API endpoint that searches the web, scrapes relevant content, and returns LLM-optimized context with source citations, along with a raw search mode for URL + snippet results. Agents use Tavily to retrieve up-to-date web information formatted for immediate injection into LLM context windows. [search] - /service/tavus — Tavus is an AI video personalization platform providing a REST API for generating personalized video messages at scale — cloning a spokesperson's voice and appearance from a training video, then generating unique personalized videos by substituting scripts and custom data per recipient. Agents use Tavus to automate personalized video outreach for sales, onboarding, and marketing workflows. [video] - /service/tealium — Enterprise CDP and tag management platform with HTTP API for server-side event ingestion, data enrichment, and audience activation — widely deployed in enterprise marketing and analytics stacks. [customer-data-platform] - /service/telegram — Bot API for messaging, media, and inline query automation [communication] - /service/telnyx — Communications platform with SMS, voice, video, SIP trunking, number management, and API-first design for building communication workflows on Telnyx's own global network. [communication] - /service/tempo — Jira-native time tracking and planning platform with APIs for worklogs, timesheets, accounts, teams, planning, and budget-aware delivery workflows. [time-tracking] - /service/temporal — Temporal is a durable workflow execution platform — providing SDKs for writing long-running, fault-tolerant workflows as regular code, with automatic retry, state persistence, and a management API for workflow visibility and control. Agents use Temporal to orchestrate multi-step processes that must survive failures, timeouts, and infrastructure restarts. [background-jobs] - /service/temporal-cloud — Temporal Cloud is the fully managed version of Temporal — a durable workflow orchestration platform providing Go/Java/Python/TypeScript/PHP SDKs for writing workflows and activities as code, automatic state persistence, retry logic, signals/queries for workflow interaction, and a Cloud API for namespace management and observability. Agents use Temporal Cloud to orchestrate long-running, fault-tolerant multi-step processes without managing Temporal Server infrastructure. [workflow-orchestration] - /service/tflite — TensorFlow Lite is Google's lightweight inference runtime for on-device machine learning — optimized for mobile, embedded, browser, and edge environments, with tooling for model conversion, quantization, and hardware acceleration across Android, iOS, and microcontrollers. [sdk-tooling] - /service/terraform-v3 — Terraform (HashiCorp) and OpenTofu (OSS fork) are declarative infrastructure-as-code tools for provisioning and managing cloud resources across AWS, GCP, Azure, and hundreds of providers through HCL configuration files. [infrastructure-as-code] - /service/terraform-cloud — Managed Terraform execution, state, policy enforcement, and team collaboration platform for infrastructure-as-code workflows. [infrastructure-as-code] - /service/terrateam — GitOps Terraform automation via GitHub pull requests — runs plans and applies as PR comments with API for workflow configuration and run status, keeping Terraform operations inside the code review workflow. [infrastructure-as-code] - /service/testim — AI-powered test automation platform with REST API for creating, managing, and executing end-to-end UI tests — uses machine learning to stabilize tests against UI changes and reduce test maintenance overhead. [testing-automation] - /service/testing-library-v2 — Testing Library (React Testing Library and the core library) provides utilities for testing UI components from a user perspective using accessible queries (getByRole, getByText, getByLabel), encouraging tests that resemble real user interactions. [testing] - /service/tettra — Tettra is a company wiki and knowledge management platform designed for Slack-integrated teams — providing a REST API for managing pages, categories, and content, with built-in Q&A workflows for knowledge requests. [productivity] - /service/thirdweb — Full-stack web3 development platform with REST API, SDKs, and smart contract tools for building NFT, token, and DApp applications — simplifies smart contract deployment, wallet management, and on-chain interactions for developers. [web3] - /service/tidb-cloud — TiDB Cloud is a fully managed distributed SQL database platform providing MySQL-compatible HTAP (Hybrid Transactional and Analytical Processing) capabilities — supporting both OLTP and OLAP workloads on a single distributed cluster with automatic sharding, horizontal scaling, and strong consistency. Its REST API and MySQL wire protocol enable agents to run SQL queries, manage clusters, and integrate analytics without ETL pipelines. [databases] - /service/tidycal — Scheduling and booking platform with REST API for managing booking types, availability, and appointments — lightweight alternative to Calendly with a straightforward API for calendar scheduling automation. [calendar] - /service/timecamp — Time tracking platform with APIs for entries, users, projects, tasks, tags, reports, and lightweight operational analytics workflows. [time-tracking] - /service/timescaledb — Time-series database built on PostgreSQL with REST and SQL API — purpose-built for time-series workloads (IoT telemetry, metrics, financial data) while maintaining full PostgreSQL compatibility for relational queries. [databases] - /service/tinybird — Real-time data pipeline and analytics API platform built on ClickHouse — ingest events, define SQL transformations as data pipes, and publish the results as low-latency REST API endpoints for real-time analytics use cases. [data-warehouse] - /service/together-ai — Together AI is a cloud AI platform providing OpenAI-compatible inference for 100+ open-source models — including Llama 3.1/3.2/3.3, Mistral, Mixtral, Qwen, DeepSeek, FLUX, and embedding models — with competitive pricing, high throughput, and a fine-tuning API. Agents use Together AI for cost-effective inference on open-source models with OpenAI-compatible client libraries. [ai] - /service/toggl — Time tracking platform with API for programmatic time entry management, project and client tracking, reporting, and workspace administration for freelancers, agencies, and teams. [time-tracking] - /service/toggl-api — Toggl Track is a time tracking application with a comprehensive REST API for managing workspaces, clients, projects, time entries, tags, and detailed reporting. Used by freelancers, agencies, and teams, its API enables programmatic time logging, project analytics, and integration into agent-driven productivity and billing workflows. [time-tracking] - /service/tolgee — Tolgee is an open-source localization platform — providing a web-based translation management UI, a REST API for managing translation keys and values, SDK integrations for React, Angular, Vue, Next.js, and i18next, in-context translation editing (directly on the app UI), machine translation integrations (DeepL, Google Translate, AWS Translate), and self-hosting. Agents use Tolgee to programmatically manage translation strings and integrate i18n into build pipelines. [localization] - /service/toolhouse — Managed tool hosting and execution platform for AI agents with pre-built integrations, serverless tool execution, retrieval-augmented tool calling, and SDK-first developer experience. [workflow-automation] - /service/tooljet-v2 — ToolJet is an open-source low-code platform for building internal tools — providing a drag-and-drop UI builder, 50+ data source connectors (PostgreSQL, MySQL, REST APIs, GraphQL, S3, etc.), a workflow automation engine, and a REST API for managing apps and triggering workflows. Agents use ToolJet Workflows to trigger complex automation pipelines programmatically. [low-code] - /service/traceloop — Traceloop provides OpenTelemetry-based LLM tracing via the OpenLLMetry open standard — with auto-instrumentation for LLM providers and agent frameworks and easy export to any OpenTelemetry-compatible backend. [ai] - /service/traefik — Cloud-native reverse proxy and load balancer — provides dynamic configuration via container labels and service discovery, a REST API for routing inspection and management, and built-in Let's Encrypt TLS, designed for Kubernetes and Docker-native deployments. [networking] - /service/transifex — Translation management and localization platform with REST API for managing projects, uploading source strings, downloading translations, and integrating continuous localization into CI/CD pipelines. [localization] - /service/transloadit — Transloadit is a file processing service providing cloud-based encoding, resizing, conversion, and transformation for images, videos, audio, and documents via a REST API and assembly-based pipeline approach. Each processing job is defined as an 'assembly' — a JSON pipeline of steps that transforms files through a series of robots (image resize, video encode, audio transcode, document convert, etc.). [media] - /service/tray-io — Enterprise iPaaS (Integration Platform as a Service) with REST API for workflow automation — provides a visual workflow builder and embedding API for building automation into SaaS products. [workflow-automation] - /service/treasure-data — Treasure Data is an enterprise Customer Data Platform (CDP) providing a central data store for unified customer profiles, behavioral event tracking, audience segmentation, and ML-powered predictive scoring. Its REST API and bulk import tools enable agents to ingest event data, query customer segments, and export audience lists for downstream campaign activation. [customer-data-platform] - /service/treblle — API observability and documentation platform with lightweight SDK integration — captures real API requests/responses, generates automatic documentation, and provides error tracking and performance monitoring for REST APIs. [sdk-tooling] - /service/trello — Kanban-style project and task management platform with boards, lists, cards, comments, labels, and automation via Butler and API. [productivity] - /service/trello-api — Trello provides a REST API for managing boards, lists, cards, members, labels, checklists, and attachments — enabling agents to create cards from events, move cards between lists, update card fields, and extract board state for reporting. Agents use Trello to integrate project management workflows with product events, customer support tickets, and development pipelines. [productivity] - /service/trevor-io — Trevor.io is a task scheduling and workflow automation platform providing a no-code/low-code scheduler for running recurring jobs, API calls, database queries, and multi-step workflows on a defined schedule. Its REST API enables agents to create, trigger, and manage scheduled tasks and workflows programmatically — suitable for automated periodic data processing and report generation. [scheduling] - /service/trieve — Trieve is a search and RAG infrastructure platform — providing a REST API for hybrid search (dense + sparse vector), chunking and embedding documents, semantic search with recency/popularity boosting, and AI-powered answer generation. Agents use Trieve to build production-grade search and retrieval pipelines without managing embedding infrastructure. [search] - /service/trigger-dev — Trigger.dev v3 is an open-source background jobs platform providing long-running tasks, concurrency controls, real-time progress updates, queues, and wait-for-event patterns — deployable serverlessly or self-hosted, with a TypeScript SDK and built-in observability. [background-jobs] - /service/trigger-dev-v6 — Trigger.dev v3 is an open-source background jobs and workflow platform — providing a TypeScript SDK for defining long-running tasks that execute in cloud infrastructure, with automatic retries, logging, scheduling (cron), concurrency controls, and a local development server. Agents use Trigger.dev to run AI processing tasks, data pipelines, and scheduled jobs reliably without managing worker infrastructure. [background-jobs] - /service/triplit — Triplit is an open-source, full-stack database providing real-time sync between client (browser, React Native) and server, with a built-in schema, type-safe query language, offline support, and access control — enabling developers to build collaborative, offline-first applications without manually managing sync logic. Agents use Triplit's REST API and SDK for real-time data access and mutation across connected clients. [databases] - /service/trivy — Open-source vulnerability and misconfiguration scanner for container images, filesystems, Kubernetes, and IaC — widely used in CI/CD pipelines with CLI and integrations for automated security scanning. [security-scanning] - /service/tRPC-v2 — tRPC is a TypeScript RPC library providing end-to-end type-safe API calls between client and server with no code generation, automatic type inference, React Query integration, and support for Next.js, Fastify, Express, and more. [networking] - /service/trulioo — Global identity verification platform for person and business verification, watchlist screening, and onboarding flows. [identity-verification] - /service/tsup-v2 — tsup is a zero-config TypeScript bundler powered by esbuild for building TypeScript libraries and packages, supporting CommonJS/ESM dual output, declaration files (.d.ts), and minimal configuration. [devops] - /service/turbopuffer — Turbopuffer is a cloud-native vector database built for cost efficiency and simplicity, providing a REST API for vector upserts, nearest-neighbor search, filtering, and namespace isolation on object storage backends. [vector-database] - /service/turso — Turso is a distributed SQLite-based database platform — providing edge-native SQLite databases with a REST HTTP API and libSQL (SQLite fork) client, replication to 35+ regions, multi-tenancy via per-tenant database creation, and scale-to-zero. Agents use Turso to run SQLite databases globally with low-latency reads at the edge, API-driven database and tenant management, and embedded replica patterns. [databases] - /service/turso-v4 — Turso is a distributed SQLite-at-the-edge database platform (refreshed catalog entry) covering its embedded replica model, per-tenant database patterns, TypeScript/Python clients, HTTP API, branching, and CLI workflows. [databases] - /service/twenty-crm — Open-source CRM platform with a REST and GraphQL API — self-hostable HubSpot alternative with workspace-based data models, contact/company/deal pipelines, custom fields, and webhook support. [crm] - /service/twilio — Twilio is the leading cloud communications platform — providing REST APIs for SMS, MMS, voice calls, WhatsApp, email (via SendGrid), video, and verification — enabling agents to send programmatic messages, make/receive calls, handle incoming SMS, and build voice-powered workflows at global scale. [communication] - /service/twitter-api — Twitter's API for posts, threads, and analytics [social] - /service/tyk — Open-source API gateway and management platform with REST API for policy management, key creation, and analytics — provides quota enforcement, rate limiting, versioning, and a developer portal for API lifecycle management. [api-gateway] - /service/typebot — Typebot is an open-source conversational form and chatbot builder — providing a drag-and-drop flow designer for building interactive chat interfaces with conditional logic, integrations, and an embed API for web and mobile deployment. [chat-messaging] - /service/typeform — Form and survey API for creating and collecting responses [forms] - /service/typeorm-v2 — TypeORM is a mature TypeScript ORM for Node.js and browser environments supporting active record and data mapper patterns, decorators-based entities, migrations, repositories, and multiple SQL databases. [databases] - /service/typesense — Typesense is an open-source, typo-tolerant search engine designed for speed and developer simplicity — providing a REST API for real-time search, faceted filtering, geo search, vector search, and conversational search. Agents use Typesense as a fast, easy-to-deploy alternative to Elasticsearch/Algolia for powering product search, documentation search, and RAG retrieval pipelines. [search] - /service/umami-analytics — Open-source, self-hosted web analytics alternative to Google Analytics — privacy-focused, no cookies, simple dashboard, and a REST API for stats; Umami Cloud available. [analytics] - /service/unkey — Unkey is an open-source API key management platform — providing a REST API and TypeScript/Python SDK for creating, validating, revoking, and rate-limiting API keys for your own APIs, with built-in analytics, key expiration, remaining usage limits, and identity/owner tracking. Agents use Unkey to implement API key auth for their own APIs without building key management from scratch. [auth] - /service/unleash — Open-source feature flag management with self-hosted and cloud options. Activation strategies, constraints, and SDK evaluation. [feature-flags] - /service/unstructured — Document parsing and extraction API that converts PDFs, Word docs, images, and other unstructured content into structured data for AI/LLM pipelines. [document-processing] - /service/uploadcare — Uploadcare is a cloud file upload, storage, delivery, and transformation platform with a REST API for managing uploaded files, applying on-the-fly image transformations, and configuring upload sources. It provides a CDN for file delivery, an image processing pipeline via URL parameters, and a file widget for browser-based uploads — used for user-uploaded media and document management. [storage] - /service/uploadthing — UploadThing is a file upload service designed for Next.js and TypeScript applications, providing server-side file handling, client SDK, and direct-to-cloud storage with a simple REST API. It abstracts away S3 presigned URL complexity with a typesafe upload router pattern. Used by T3 Stack and modern full-stack TypeScript applications for user file uploads. [storage] - /service/upstash — Upstash provides serverless Redis and Kafka APIs with per-request pricing — offering Redis-compatible API (REST + Redis protocol) and Kafka streaming (REST + native protocol) with global replication, edge-ready HTTP access, and zero connection management overhead. Agents use Upstash Redis for caching, rate limiting, queuing, and pub/sub; Upstash Kafka for event streaming — all with no idle cost. [databases] - /service/upstash-kafka — Serverless Kafka with HTTP/REST API and per-message pricing. No cluster management, instant scaling, and pay-per-use billing. [message-queues] - /service/uptime-robot — Website and API uptime monitoring service with REST API for managing monitors, retrieving downtime data, and managing alert contacts — widely used for simple, cost-effective uptime monitoring. [monitoring] - /service/url2png — Screenshot-as-a-service API for capturing thumbnails or full-resolution snapshots of websites with viewport control, custom user agents, CSS injection, and automation-oriented response patterns. [screenshots] - /service/urlbox — Website screenshot and PDF render API with full-page capture, custom viewports, CSS injection, wait logic, caching, and webhook delivery for automation and content pipeline use cases. [screenshots] - /service/val-town — Val Town is a social code platform for running TypeScript/JavaScript functions in the cloud — providing instant serverless function deployment (vals), HTTP endpoints, scheduled cron jobs, email handling, SQLite storage, and a REST API for creating and executing vals. Agents use Val Town for rapid deployment of small backend functions, webhooks, cron automations, and serverless logic without any infrastructure setup. [devops] - /service/vanta — Automated security compliance platform for SOC 2, ISO 27001, HIPAA, and other frameworks with continuous monitoring, evidence collection, vendor risk management, and audit support. [compliance] - /service/vapi-ai — Vapi is a voice AI platform for building conversational AI phone agents — providing a REST API for creating and managing AI phone calls, configuring voice assistants (LLM + TTS + STT), handling inbound calls, making outbound calls, and receiving webhooks for call events. Agents use Vapi to deploy AI voice agents that answer and make phone calls without managing telephony infrastructure. [communication] - /service/vast-ai — Vast.ai is a decentralized GPU compute marketplace — aggregating consumer and datacenter GPU supply from individual hosts and renting it out at 3–5x lower cost than AWS/Azure/GCP GPU instances. Its REST API and CLI enable agents to search available GPU offers, launch instances, manage running instances, and automate GPU compute provisioning for ML training and inference workloads. [devops] - /service/vectara — Managed vector search platform with a REST API for document ingestion, hybrid search (dense + sparse), and RAG-ready retrieval — designed to minimize the infrastructure work for production semantic search and RAG pipelines. [vector-database] - /service/vellum-ai — LLM application development and operations platform — prompt versioning, workflow builder, A/B testing, evaluations, monitoring, and deployment for production LLM applications. [ai] - /service/vercel — Vercel is the leading frontend cloud platform — providing Git-based deployments for Next.js, React, Vue, Svelte, and any static/SSR framework, with global Edge Network, Preview Deployments per PR, Edge Functions, serverless functions, and a REST API for deployment and project management. Agents use Vercel to deploy frontend applications, manage environments, and trigger deployments programmatically. [devops] - /service/vercel-ai — The Vercel AI SDK is an open-source TypeScript toolkit for building AI-powered applications — providing a unified API for calling 50+ LLM providers (OpenAI, Anthropic, Google, Mistral, etc.), streaming text and structured object generation, tool/function calling, multi-step agent execution, and React/Next.js hooks for building AI chat UIs. Agents use the AI SDK for provider-agnostic LLM integration in TypeScript applications. [ai] - /service/vercel-kv — Serverless Redis-compatible key-value store via REST [databases] - /service/verifalia — Enterprise email verification platform with mature API reference, job-based validation flows, SDK coverage, and production-friendly list hygiene workflows. [email-validation] - /service/veriff — Identity verification and fraud prevention platform with API for document verification, biometric matching, and automated KYC decisions — serving regulated industries including fintech, banking, and sharing economy. [identity-verification] - /service/vero — Vero is a lifecycle email marketing platform for product and growth teams — specializing in behavior-triggered email campaigns, A/B testing, and event-based segmentation. Its REST API enables agents to create/update user profiles, log behavioral events that trigger campaigns, manage unsubscribes, and programmatically control multi-channel lifecycle messaging flows. [lifecycle-marketing] - /service/victoria-metrics — VictoriaMetrics is an open-source, high-performance time-series database and monitoring solution — providing a Prometheus-compatible API for metrics ingestion and querying (PromQL + MetricsQL), with significantly better resource efficiency than Prometheus at scale. Agents use VictoriaMetrics for cost-effective metrics storage at high cardinality, and as a Prometheus remote_write target for long-term storage. [monitoring] - /service/victorops — On-call and incident management platform (now Splunk On-Call) with REST API for alert ingestion, routing, and incident lifecycle management — integrates with monitoring tools for automated incident creation and escalation. [incident-management] - /service/vimeo-api — Video hosting and streaming platform with REST API for upload, management, privacy controls, and OTT distribution — provides professional video hosting with advanced privacy, domain-level embedding controls, and player customization. [video] - /service/vite-v2 — Vite is a next-generation JavaScript build tool providing instant HMR dev server, ES module-native bundling, and fast production builds, powering modern React, Vue, Svelte, and vanilla JS application development. [devops] - /service/vitest-v2 — Vitest is a Vite-native unit testing framework providing a Jest-compatible API, native ESM support, TypeScript support, code coverage, mocking, browser mode, and fast test execution for modern JavaScript projects. [testing] - /service/vllm — High-throughput, memory-efficient LLM inference server with PagedAttention; OpenAI-compatible REST API for self-hosted model serving at production scale. [devops] - /service/vocode — Vocode is an open-source Python library and hosted platform for building voice-based conversational AI — providing modular components for STT, LLM, TTS, and telephony integration with full customizability for agent developers. [communication] - /service/vonage — Vonage (formerly Nexmo) is a cloud communications API platform providing REST APIs for SMS, voice calls, WhatsApp, Viber, in-app messaging, video (OpenTok), and phone number management. Agents use Vonage for programmatic SMS/voice communication, number provisioning, and building real-time voice and video communication workflows. [communication] - /service/vonage-video — Programmable video platform for sessions, tokens, archives, broadcasts, and embedded real-time communication workflows. [video-conferencing] - /service/vwo — VWO is an A/B testing, experimentation, and feature management platform with a REST API for managing experiments, retrieving variation assignments, and accessing results. Its Feature Rollouts capability overlaps with feature flag management, enabling gradual rollouts with percentage splits and user targeting for web and mobile applications. [feature-flags] - /service/warrant — Open-source fine-grained authorization service — provides a REST API for managing permissions, roles, and object-level access controls using relationship-based access control (ReBAC), suitable for multi-tenant SaaS and agent-driven permission systems. [authorization] - /service/wasabi — Hot cloud storage service with S3-compatible API, no egress fees, and competitive pricing. Single-tier storage model. [storage] - /service/wasabi-storage — Wasabi is a cloud object storage service providing an S3-compatible API — no egress fees, predictable pricing ($6.99/TB/month), and S3-compatible access via any AWS SDK or S3-compatible tool. Agents use Wasabi as a cost-effective S3-compatible storage backend for large data sets and backup storage where egress costs are a concern. [storage] - /service/weave-wandb — W&B Weave for LLM evaluation, tracing, and dataset management — auto-trace LLM calls, build evaluation pipelines, and iterate on prompts with a Python SDK and REST API. [ml-experiment-tracking] ## Scoring Formula AN Score = (Execution × 0.70) + (Access Readiness × 0.30) ### Execution (70% of final score, 13 dimensions) API reliability, error ergonomics, schema stability, latency distribution, idempotency support, concurrent behavior, cold-start latency, output structure, state leakage, graceful degradation, payment autonomy, governance readiness, web agent accessibility. ### Access Readiness (30% of final score, 7 dimensions) Signup autonomy, payment autonomy (access), provisioning speed, credential management, rate limit transparency, documentation quality, sandbox/test mode. ## Tier System - L4 Native (8.0–10.0): built for agents, minimal friction - L3 Ready (6.0–7.9): agents can use reliably with minor friction - L2 Developing (4.0–5.9): usable with workarounds - L1 Emerging (0.0–3.9): significant barriers to agent use ## Comparison Pages (decision surfaces for agents and operators) Index: https://rhumb.dev/compare — all comparisons in one place - https://rhumb.dev/blog/stripe-vs-square-vs-paypal — Payments: Stripe vs Square vs PayPal - https://rhumb.dev/blog/resend-vs-sendgrid-vs-postmark — Email: Resend vs SendGrid vs Postmark - https://rhumb.dev/blog/hubspot-vs-salesforce-vs-pipedrive — CRM: HubSpot vs Salesforce vs Pipedrive - https://rhumb.dev/blog/auth0-vs-clerk-vs-firebase-auth — Auth: Auth0 vs Clerk vs Firebase Auth - https://rhumb.dev/blog/posthog-vs-mixpanel-vs-amplitude — Analytics: PostHog vs Mixpanel vs Amplitude - https://rhumb.dev/blog/supabase-vs-planetscale-vs-neon — Databases: Supabase vs PlanetScale vs Neon - https://rhumb.dev/blog/twilio-vs-vonage-vs-plivo — Messaging: Twilio vs Vonage vs Plivo - https://rhumb.dev/blog/linear-vs-jira-vs-asana — Project Management: Linear vs Jira vs Asana - https://rhumb.dev/blog/anthropic-vs-openai-vs-google-ai — AI/LLM: Anthropic vs OpenAI vs Google AI Each comparison includes live AN Score data, friction maps, routing rules for agents, scenario-based recommendations, and failure mode analysis. Use comparisons when an agent needs to choose between tools in the same category. ## API Autopsies (deep technical breakdowns of individual tools) Index: https://rhumb.dev/autopsy — all autopsies in one place - https://rhumb.dev/blog/hubspot-api-autopsy — HubSpot (4.6): Rate limit traps, cross-hub API inconsistency, OAuth maze, no idempotency - https://rhumb.dev/blog/salesforce-api-autopsy — Salesforce (4.8): SOQL barrier, governor limits, sandbox/production split, sales-gated onboarding - https://rhumb.dev/blog/twilio-api-autopsy — Twilio (8.0): What agent-native almost looks like. Simple auth, idempotency, error codes that teach - https://rhumb.dev/blog/shopify-api-autopsy — Shopify (7.8): GraphQL-first bet, query cost budgets, forced version migration Each autopsy dissects a single tool's failure modes, score anatomy, integration cost, and constructive recommendations. Use autopsies when an agent needs to understand the specific friction of a tool before integrating. ## Getting Started - https://rhumb.dev/quickstart — Make your first API call in 30 seconds. Copy-paste examples for curl, JS, Python, MCP. No signup required for read endpoints. - https://rhumb.dev/mcp-route-review — MCP Route Review intake for one concrete MCP route: allowed lane, denied neighbor, caller/tenant/workspace, credential owner, budget owner, repeat/retry ceiling, and receipt proof. Public issue/PR template: https://rhumb.dev/mcp-route-review#public-thread-template (Source: e009-mcp-route-review-public-thread). - https://rhumb.dev/payments/agent — x402 agent payments: HTTP 402 flow, USDC on Base, wallet setup, and when to use on-chain per-call authorization - https://rhumb.dev/blog/how-agents-actually-pay-x402-dogfood — x402 seller dogfood report: 5 compatibility mismatches, authorization proof vs tx_hash gap, and why structured 422 errors beat infinite 402 loops - https://rhumb.dev/blog/getting-started-mcp — MCP install guide, framework setup (Claude Desktop, Cursor, direct stdio), 3 workflow walkthroughs, credential paths explained - https://rhumb.dev/blog/securing-keys-for-agents — How to secure API keys for agent use: three credential paths (Rhumb-managed, BYOK, Agent Vault), storage hierarchy, honest threat modeling, and where x402 fits as a payment rail - MCP tools reference with examples for all 21 tools - Three credential paths: Rhumb-managed, BYOK, Agent Vault - End-to-end workflow example: find → evaluate → resolve → execute ## Trust and disputes - Trust overview: https://rhumb.dev/trust - Methodology: https://rhumb.dev/methodology - Current self-assessment: https://rhumb.dev/blog/we-scored-ourselves - Historical baseline: https://rhumb.dev/blog/self-score - Provider guide and dispute process: https://rhumb.dev/providers - Public dispute template: https://github.com/supertrained/rhumb/issues/new?template=score-dispute.md - Public dispute log: https://github.com/supertrained/rhumb/issues?q=is%3Aissue+%22Score+dispute%3A%22 - Private disputes: mailto:providers@supertrained.ai?subject=Score%20Dispute - Dispute response target: 5 business days ## Extended Context - Glossary: https://rhumb.dev/glossary - About the team: https://rhumb.dev/about - Extended version: https://rhumb.dev/llms-full.txt ## Links - Website: https://rhumb.dev - GitHub: https://github.com/supertrained/rhumb - MCP Server: npx -y --package rhumb-mcp@latest rhumb-mcp - Public agent capabilities: https://rhumb.dev/.well-known/agent-capabilities.json