# Rhumb — Agent Gateway for Service Discovery and Governed Execution (Full Context)
> https://rhumb.dev
> This is the extended version of llms.txt with per-service scores and details.
> Summary version: https://rhumb.dev/llms.txt

## What is Rhumb?
Rhumb combines Rhumb Index for scored service discovery with Rhumb Resolve for governed execution. Index ranks the field. Resolve first matches the supported capability path, then routes using AN Score, provider availability / circuit state, estimated cost, credential mode, latency proxy, and policy constraints, or lets the agent pin the supported provider path explicitly.
Mission: make the internet as agent-native as possible.
Rhumb Index is free discovery: score, compare, and research services.
Rhumb Resolve is governed execution for supported capabilities: Resolve routes each call to the best-fit provider for the call by default, while keeping explicit provider choice available when the agent wants direct control.
Not every service or capability in the index is executable through Rhumb today. Discovery breadth is wider than current callable coverage.

## Scoring Formula
AN Score = (Execution × 0.70) + (Access Readiness × 0.30)

20 dimensions across 2 axes. Execution covers API reliability, error handling,
schema stability, latency, idempotency, and end-to-end autonomy. Access
Readiness covers signup friction, credential management, rate limits, docs,
and sandbox availability.

## 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

## Programmatic Access
```
npx -y --package rhumb-mcp@latest rhumb-mcp
```
Core MCP tools include find_services, get_score, get_alternatives, get_failure_modes, discover_capabilities, resolve_capability, estimate_capability, execute_capability, budget, spend, check_balance, and get_payment_url. The public MCP reference covers all 21 tools.

## Resolve authority links
- 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
- Current launchable scope: 16 callable providers, strongest in research, extraction, generation, and narrow enrichment

## API
- GET /v1/services — all scored services
- GET /v1/services/{slug}/score — score breakdown
- GET /v1/leaderboard/{category} — ranked services by category
- GET /v1/search?q={query} — semantic search
- GET /v1/capabilities — capability definitions
- GET /v2/providers?status=callable — live callable-through-Resolve provider truth

## Categories (87)
- /leaderboard/accounting (9 services)
- /leaderboard/agent-payments (4 services)
- /leaderboard/ai (77 services)
- /leaderboard/analytics (24 services)
- /leaderboard/api-gateway (9 services)
- /leaderboard/api-testing (5 services)
- /leaderboard/apm (5 services)
- /leaderboard/auth (25 services)
- /leaderboard/authorization (5 services)
- /leaderboard/background-jobs (11 services)
- /leaderboard/browser-automation (15 services)
- /leaderboard/cache (9 services)
- /leaderboard/calendar (10 services)
- /leaderboard/cdn (5 services)
- /leaderboard/chat-messaging (6 services)
- /leaderboard/code-execution (6 services)
- /leaderboard/code-quality (7 services)
- /leaderboard/communication (28 services)
- /leaderboard/compliance (5 services)
- /leaderboard/content-moderation (5 services)
- /leaderboard/crm (10 services)
- /leaderboard/customer-data-platform (5 services)
- /leaderboard/customer-support (8 services)
- /leaderboard/data-app (8 services)
- /leaderboard/data-enrichment (6 services)
- /leaderboard/data-pipeline (9 services)
- /leaderboard/data-warehouse (10 services)
- /leaderboard/databases (40 services)
- /leaderboard/design (4 services)
- /leaderboard/devops (90 services)
- /leaderboard/document-processing (7 services)
- /leaderboard/e-signatures (8 services)
- /leaderboard/ecommerce (5 services)
- /leaderboard/email (25 services)
- /leaderboard/email-validation (8 services)
- /leaderboard/feature-flags (11 services)
- /leaderboard/fintech (6 services)
- /leaderboard/forms (5 services)
- /leaderboard/geolocation (5 services)
- /leaderboard/headless-cms (12 services)
- /leaderboard/hris (4 services)
- /leaderboard/identity (4 services)
- /leaderboard/identity-verification (10 services)
- /leaderboard/incident-management (8 services)
- /leaderboard/infrastructure-as-code (8 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 (6 services)
- /leaderboard/maps (5 services)
- /leaderboard/media (8 services)
- /leaderboard/message-queues (11 services)
- /leaderboard/ml-experiment-tracking (10 services)
- /leaderboard/monitoring (52 services)
- /leaderboard/networking (10 services)
- /leaderboard/notifications (6 services)
- /leaderboard/payments (14 services)
- /leaderboard/pdf-processing (6 services)
- /leaderboard/productivity (35 services)
- /leaderboard/push-notifications (4 services)
- /leaderboard/real-time (6 services)
- /leaderboard/reverse-etl (3 services)
- /leaderboard/scheduling (4 services)
- /leaderboard/screenshots (8 services)
- /leaderboard/sdk-tooling (10 services)
- /leaderboard/search (13 services)
- /leaderboard/secrets (5 services)
- /leaderboard/security-scanning (10 services)
- /leaderboard/social (7 services)
- /leaderboard/sso-directory (5 services)
- /leaderboard/storage (12 services)
- /leaderboard/subscription-billing (5 services)
- /leaderboard/survey (5 services)
- /leaderboard/testing (10 services)
- /leaderboard/testing-automation (5 services)
- /leaderboard/time-tracking (9 services)
- /leaderboard/translation (5 services)
- /leaderboard/vector-database (9 services)
- /leaderboard/video (7 services)
- /leaderboard/video-conferencing (4 services)
- /leaderboard/web-scraping (6 services)
- /leaderboard/web3 (5 services)
- /leaderboard/webhooks (5 services)
- /leaderboard/workflow-automation (10 services)
- /leaderboard/workflow-orchestration (9 services)

## All Scored Services (50 total)

### Accounting (9 scored)
- **FreeAgent** (freeagent): AN Score 8.2 | Execution 8.3 | Access 8.0 | Tier L3 → /service/freeagent
- **Sage Intacct** (sage-intacct): AN Score 8.1 | Execution 8.2 | Access 8.0 | Tier L3 → /service/sage-intacct
- **Microsoft Dynamics 365 Business Central** (business-central): AN Score 8.1 | Execution 8.2 | Access 7.9 | Tier L3 → /service/business-central
- **MYOB** (myob): AN Score 7.8 | Execution 8.0 | Access 7.7 | Tier L3 → /service/myob
- **Odoo Accounting** (odoo-accounting): AN Score 7.8 | Execution 7.8 | Access 7.6 | Tier L3 → /service/odoo-accounting
- **BILL** (bill): AN Score 7.2 | Execution 7.5 | Access 6.8 | Tier L3 → /service/bill
- **QuickBooks** (quickbooks): AN Score 7.1 | Execution 7.6 | Access 6.4 | Tier L3 → /service/quickbooks
- **FreshBooks** (freshbooks): AN Score 6.9 | Execution 7.2 | Access 6.5 | Tier L3 → /service/freshbooks
- **NetSuite** (netsuite): AN Score 6.3 | Execution 6.8 | Access 5.8 | Tier L3 → /service/netsuite

### Agent-payments (4 scored)
- **Circle (USDC Payments)** (circle): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/circle
- **Dots** (dots-api): AN Score 8.0 | Execution 8.2 | Access 7.8 | Tier L4 → /service/dots-api
- **Ramp Agent Cards** (ramp-agent-cards): AN Score 7.2 | Execution 7.5 | Access 6.5 | Tier L3 → /service/ramp-agent-cards
- **Coinbase Commerce** (coinbase-commerce): AN Score 6.5 | Execution 6.8 | Access 5.9 | Tier L3 → /service/coinbase-commerce

### Ai (50 scored)
- **OpenAI** (openai): AN Score 9.3 | Execution 9.3 | Access 9.4 | Tier L4 → /service/openai
- **Anthropic** (anthropic): AN Score 9.2 | Execution 9.2 | Access 9.3 | Tier L4 → /service/anthropic
- **LiteLLM** (litellm): AN Score 9.0 | Execution 9.0 | Access 8.9 | Tier L4 → /service/litellm
- **Vercel AI SDK** (vercel-ai): AN Score 8.9 | Execution 9.1 | Access 8.6 | Tier L4 → /service/vercel-ai
- **OpenAI Agents SDK** (openai-agents-sdk): AN Score 8.8 | Execution 9.0 | Access 8.5 | Tier L4 → /service/openai-agents-sdk
- **Ollama** (ollama): AN Score 8.8 | Execution 8.7 | Access 8.5 | Tier L4 → /service/ollama
- **Groq** (groq): AN Score 8.8 | Execution 8.9 | Access 8.8 | Tier L4 → /service/groq
- **Azure OpenAI Service** (azure-openai-service): AN Score 8.8 | Execution 8.9 | Access 8.5 | Tier L4 → /service/azure-openai-service
- **Google AI Studio / Gemini API** (google-ai-v2): AN Score 8.8 | Execution 8.9 | Access 8.6 | Tier L4 → /service/google-ai-v2
- **Google Vertex AI** (gcp-vertex-ai): AN Score 8.8 | Execution 8.9 | Access 8.5 | Tier L4 → /service/gcp-vertex-ai
- **LangGraph** (langgraph-v2): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/langgraph-v2
- **Amazon Bedrock** (aws-bedrock): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/aws-bedrock
- **Mistral** (mistral-v3): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/mistral-v3
- **Instructor** (instructor-ai): AN Score 8.7 | Execution 9.0 | Access 8.3 | Tier L4 → /service/instructor-ai
- **LlamaIndex** (llamaindex-v2): AN Score 8.7 | Execution 8.9 | Access 8.4 | Tier L4 → /service/llamaindex-v2
- **Cohere Command R+** (cohere-v4): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/cohere-v4
- **Together AI** (together-ai): AN Score 8.7 | Execution 8.7 | Access 8.8 | Tier L4 → /service/together-ai
- **Amazon SageMaker** (aws-sagemaker): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/aws-sagemaker
- **Azure Machine Learning** (azure-ml): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/azure-ml
- **Fireworks AI** (fireworks-ai): AN Score 8.6 | Execution 8.8 | Access 8.4 | Tier L4 → /service/fireworks-ai
- **Cohere** (cohere): AN Score 8.6 | Execution 8.7 | Access 8.4 | Tier L4 → /service/cohere
- **OpenRouter** (openrouter): AN Score 8.6 | Execution 8.7 | Access 8.4 | Tier L4 → /service/openrouter
- **LangChain** (langchain-v2): AN Score 8.6 | Execution 8.8 | Access 8.3 | Tier L4 → /service/langchain-v2
- **CrewAI** (crewai): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/crewai
- **Google Cloud Vision API** (gcp-vision): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/gcp-vision
- **Cerebras Inference** (cerebras-v2): AN Score 8.5 | Execution 8.7 | Access 8.2 | Tier L4 → /service/cerebras-v2
- **PydanticAI** (pydantic-ai): AN Score 8.5 | Execution 8.6 | Access 8.3 | Tier L4 → /service/pydantic-ai
- **AutoGen** (autogen): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/autogen
- **Hugging Face Inference API** (huggingface-hub): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/huggingface-hub
- **Mistral AI** (mistral): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/mistral
- **DSPy** (dspy): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/dspy
- **NVIDIA NIM** (nvidia-nim): AN Score 8.4 | Execution 8.6 | Access 8.0 | Tier L4 → /service/nvidia-nim
- **Semantic Kernel** (semantic-kernel): AN Score 8.4 | Execution 8.5 | Access 8.2 | Tier L4 → /service/semantic-kernel
- **Dify** (dify): AN Score 8.4 | Execution 8.6 | Access 8.1 | Tier L4 → /service/dify
- **BAML** (baml-ai): AN Score 8.4 | Execution 8.4 | Access 8.3 | Tier L4 → /service/baml-ai
- **Haystack** (haystack-v2): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/haystack-v2
- **Mem0** (mem0ai): AN Score 8.4 | Execution 8.5 | Access 8.2 | Tier L4 → /service/mem0ai
- **Humanloop** (humanloop): AN Score 8.4 | Execution 8.5 | Access 8.2 | Tier L4 → /service/humanloop
- **AWS Rekognition** (aws-rekognition): AN Score 8.4 | Execution 8.6 | Access 8.1 | Tier L4 → /service/aws-rekognition
- **Hugging Face Inference Providers** (huggingface-inference): AN Score 8.4 | Execution 8.5 | Access 8.2 | Tier L4 → /service/huggingface-inference
- **Anthropic Claude API** (anthropic-api): AN Score 8.4 | Execution 8.8 | Access 7.7 | Tier L4 → /service/anthropic-api
- **Vellum** (vellum-ai): AN Score 8.3 | Execution 8.3 | Access 8.2 | Tier L4 → /service/vellum-ai
- **Portkey AI** (portkey-ai): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/portkey-ai
- **Replicate** (replicate): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/replicate
- **Roboflow** (roboflow): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/roboflow
- **Cerebras Cloud** (cerebras-cloud): AN Score 8.3 | Execution 8.6 | Access 8.0 | Tier L4 → /service/cerebras-cloud
- **OpenPipe** (openpipe): AN Score 8.3 | Execution 8.4 | Access 8.1 | Tier L4 → /service/openpipe
- **Traceloop** (traceloop): AN Score 8.3 | Execution 8.4 | Access 8.1 | Tier L4 → /service/traceloop
- **Cursor API** (cursor-api): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/cursor-api
- **AgentOps** (agentops): AN Score 8.2 | Execution 8.3 | Access 8.0 | Tier L4 → /service/agentops

### Analytics (24 scored)
- **PostHog** (posthog): AN Score 9.0 | Execution 9.0 | Access 9.1 | Tier L4 → /service/posthog
- **Segment** (segment): AN Score 8.9 | Execution 8.9 | Access 9.0 | Tier L4 → /service/segment
- **Mixpanel** (mixpanel): AN Score 8.8 | Execution 8.8 | Access 8.9 | Tier L4 → /service/mixpanel
- **Plausible Analytics** (plausible-analytics): AN Score 8.5 | Execution 8.4 | Access 8.4 | Tier L4 → /service/plausible-analytics
- **Amplitude** (amplitude): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/amplitude
- **Looker API** (looker-api): AN Score 8.4 | Execution 8.6 | Access 8.1 | Tier L4 → /service/looker-api
- **Tableau API** (tableau-api): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/tableau-api
- **Umami** (umami-analytics): AN Score 8.3 | Execution 8.2 | Access 8.2 | Tier L4 → /service/umami-analytics
- **Dub** (dub-co): AN Score 8.3 | Execution 8.3 | Access 8.4 | Tier L4 → /service/dub-co
- **FullStory** (fullstory): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/fullstory
- **Apache Superset** (superset): AN Score 8.2 | Execution 8.3 | Access 7.9 | Tier L4 → /service/superset
- **Lightdash** (lightdash): AN Score 8.1 | Execution 8.2 | Access 7.9 | Tier L4 → /service/lightdash
- **Heap** (heap): AN Score 8.1 | Execution 8.2 | Access 7.8 | Tier L4 → /service/heap
- **Datasette** (datasette): AN Score 8.1 | Execution 8.3 | Access 7.8 | Tier L4 → /service/datasette
- **Rill** (rill-data): AN Score 8.0 | Execution 8.2 | Access 7.7 | Tier L4 → /service/rill-data
- **LogRocket** (logrocket-v2): AN Score 8.0 | Execution 8.2 | Access 7.7 | Tier L4 → /service/logrocket-v2
- **Hex** (hex): AN Score 8.0 | Execution 8.1 | Access 7.7 | Tier L4 → /service/hex
- **June** (june-so): AN Score 8.0 | Execution 8.1 | Access 7.8 | Tier L4 → /service/june-so
- **Hotjar** (hotjar-v2): AN Score 7.9 | Execution 8.1 | Access 7.6 | Tier L3 → /service/hotjar-v2
- **Redash** (redash): AN Score 7.8 | Execution 7.9 | Access 7.6 | Tier L3 → /service/redash
- **Pendo** (pendo): AN Score 7.5 | Execution 7.6 | Access 7.2 | Tier L3 → /service/pendo
- **Mode** (mode): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/mode
- **Metabase** (metabase): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/metabase
- **Sigma Computing** (sigma): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/sigma

### Api-gateway (9 scored)
- **Hasura** (hasura-v2): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/hasura-v2
- **PostGraphile** (postgraphile): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/postgraphile
- **AWS API Gateway** (aws-api-gateway): AN Score 8.3 | Execution 8.5 | Access 7.9 | Tier L4 → /service/aws-api-gateway
- **Grafbase** (grafbase): AN Score 8.2 | Execution 8.1 | Access 8.2 | Tier L4 → /service/grafbase
- **GraphQL Mesh** (graphql-mesh): AN Score 8.1 | Execution 8.1 | Access 8.0 | Tier L4 → /service/graphql-mesh
- **Apigee (Google Cloud)** (apigee): AN Score 8.0 | Execution 8.1 | Access 7.7 | Tier L4 → /service/apigee
- **Kong Gateway** (kong-api): AN Score 7.6 | Execution 7.8 | Access 7.2 | Tier L3 → /service/kong-api
- **Tyk** (tyk): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/tyk
- **Gravitee** (gravitee): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/gravitee

### Api-testing (7 scored)
- **OpenAPI / Swagger** (openapi-v3): AN Score 8.7 | Execution 8.8 | Access 8.5 | Tier L4 → /service/openapi-v3
- **GraphQL** (graphql-v2): AN Score 8.5 | Execution 8.6 | Access 8.3 | Tier L4 → /service/graphql-v2
- **GraphQL Yoga** (graphql-yoga): AN Score 8.1 | Execution 8.2 | Access 7.9 | Tier L4 → /service/graphql-yoga
- **Insomnia** (insomnia): AN Score 7.7 | Execution 7.8 | Access 7.4 | Tier L3 → /service/insomnia
- **Stoplight** (stoplight): AN Score 7.6 | Execution 7.7 | Access 7.3 | Tier L3 → /service/stoplight
- **Postman** (postman): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/postman
- **Hoppscotch** (hoppscotch): AN Score 6.5 | Execution 6.7 | Access 6.2 | Tier L3 → /service/hoppscotch

### Apm (5 scored)
- **OpenTelemetry** (opentelemetry): AN Score 8.8 | Execution 8.9 | Access 8.6 | Tier L4 → /service/opentelemetry
- **Jaeger** (jaeger): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/jaeger
- **Elastic APM** (elastic-apm): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/elastic-apm
- **Lightstep** (lightstep): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/lightstep
- **Aspecto** (aspecto): AN Score 7.0 | Execution 7.2 | Access 6.6 | Tier L3 → /service/aspecto

### Auth (26 scored)
- **Clerk** (clerk): AN Score 9.0 | Execution 9.0 | Access 9.1 | Tier L4 → /service/clerk
- **Auth0** (auth0): AN Score 8.9 | Execution 8.9 | Access 9.0 | Tier L4 → /service/auth0
- **Clerk (v4 catalog)** (clerk-v4): AN Score 8.8 | Execution 8.9 | Access 8.6 | Tier L4 → /service/clerk-v4
- **Unkey** (unkey): AN Score 8.6 | Execution 8.6 | Access 8.7 | Tier L4 → /service/unkey
- **Stytch** (stytch): AN Score 8.6 | Execution 8.6 | Access 8.7 | Tier L4 → /service/stytch
- **Better Auth** (better-auth): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/better-auth
- **Logto** (logto): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/logto
- **Ory Hydra** (ory-hydra): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/ory-hydra
- **Authentik** (authentik): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/authentik
- **Descope** (descope): AN Score 8.1 | Execution 8.3 | Access 7.8 | Tier L4 → /service/descope
- **Ory Kratos** (ory-kratos): AN Score 8.1 | Execution 8.2 | Access 7.8 | Tier L4 → /service/ory-kratos
- **Corbado** (corbado): AN Score 8.0 | Execution 8.2 | Access 7.7 | Tier L4 → /service/corbado
- **Passage** (passage-id): AN Score 7.9 | Execution 8.1 | Access 7.6 | Tier L3 → /service/passage-id
- **Oslo** (oslo-auth): AN Score 7.9 | Execution 8.0 | Access 7.7 | Tier L3 → /service/oslo-auth
- **Frontegg** (frontegg): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/frontegg
- **BoxyHQ** (boxyhq): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/boxyhq
- **SAML Jackson (BoxyHQ)** (saml-jackson): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/saml-jackson
- **Kinde** (kinde): AN Score 7.2 | Execution 7.5 | Access 6.8 | Tier L3 → /service/kinde
- **Hanko** (hanko): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/hanko
- **Casdoor** (casdoor): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/casdoor
- **Magic.link** (magic-link): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/magic-link
- **PropelAuth** (propelauth): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/propelauth
- **Lucia** (lucia-auth): AN Score 6.9 | Execution 7.1 | Access 6.5 | Tier L3 → /service/lucia-auth
- **Firebase Auth** (firebase-auth): AN Score 6.3 | Execution 7.5 | Access 4.8 | Tier L3 → /service/firebase-auth
- **Okta** (okta): AN Score 5.7 | Execution 6.8 | Access 4.2 | Tier L2 → /service/okta
- **Amazon Cognito** (cognito): AN Score 5.3 | Execution 6.3 | Access 3.7 | Tier L2 → /service/cognito

### Authorization (5 scored)
- **Pomerium** (pomerium): AN Score 8.3 | Execution 8.3 | Access 8.4 | Tier L4 → /service/pomerium
- **Warrant** (warrant): AN Score 7.6 | Execution 7.8 | Access 7.2 | Tier L3 → /service/warrant
- **Permit.io** (permit-io): AN Score 7.5 | Execution 7.7 | Access 7.1 | Tier L3 → /service/permit-io
- **Cerbos** (cerbos): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/cerbos
- **OpenFGA** (openfga): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/openfga

### Background-jobs (11 scored)
- **Inngest** (inngest): AN Score 8.8 | Execution 8.8 | Access 8.9 | Tier L4 → /service/inngest
- **Temporal** (temporal): AN Score 8.8 | Execution 9.0 | Access 8.5 | Tier L4 → /service/temporal
- **Trigger.dev v3** (trigger-dev-v6): AN Score 8.7 | Execution 8.7 | Access 8.8 | Tier L4 → /service/trigger-dev-v6
- **Inngest Cloud** (inngest-cloud): AN Score 8.6 | Execution 8.7 | Access 8.4 | Tier L4 → /service/inngest-cloud
- **Amazon EventBridge** (aws-eventbridge): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/aws-eventbridge
- **Trigger.dev** (trigger-dev): AN Score 8.4 | Execution 8.6 | Access 8.1 | Tier L4 → /service/trigger-dev
- **Defer** (defer): AN Score 8.0 | Execution 8.1 | Access 7.8 | Tier L4 → /service/defer
- **BullMQ** (bullmq): AN Score 7.5 | Execution 7.7 | Access 7.1 | Tier L3 → /service/bullmq
- **Celery** (celery): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/celery
- **Sidekiq** (sidekiq): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/sidekiq
- **Faktory** (faktory): AN Score 7.3 | Execution 7.5 | Access 7.0 | Tier L3 → /service/faktory

### Browser-automation (15 scored)
- **Firecrawl** (firecrawl): AN Score 8.8 | Execution 8.8 | Access 8.9 | Tier L4 → /service/firecrawl
- **Apify** (apify): AN Score 8.6 | Execution 8.7 | Access 8.4 | Tier L4 → /service/apify
- **Stagehand** (stagehand): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/stagehand
- **ScrapingBee** (scrapingbee): AN Score 8.3 | Execution 8.4 | Access 8.1 | Tier L4 → /service/scrapingbee
- **Steel** (steel-dev): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/steel-dev
- **Browser Use** (browseruse): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/browseruse
- **Skyvern** (skyvern): AN Score 8.2 | Execution 8.3 | Access 7.9 | Tier L4 → /service/skyvern
- **MultiOn** (multion): AN Score 8.1 | Execution 8.2 | Access 7.9 | Tier L4 → /service/multion
- **Notte** (notte): AN Score 7.9 | Execution 8.0 | Access 7.7 | Tier L3 → /service/notte
- **AgentDesk** (agentdesk): AN Score 7.9 | Execution 8.0 | Access 7.6 | Tier L3 → /service/agentdesk
- **Playwright MCP** (playwright-mcp): AN Score 7.8 | Execution 8.0 | Access 7.4 | Tier L3 → /service/playwright-mcp
- **LaVague** (lavague): AN Score 7.8 | Execution 7.9 | Access 7.5 | Tier L3 → /service/lavague
- **Browserbase** (browserbase): AN Score 7.7 | Execution 8.1 | Access 7.0 | Tier L3 → /service/browserbase
- **AgentQL** (agentql): AN Score 7.3 | Execution 7.6 | Access 6.8 | Tier L3 → /service/agentql
- **Browserless** (browserless): AN Score 7.0 | Execution 7.4 | Access 6.3 | Tier L3 → /service/browserless

### Cache (9 scored)
- **Redis** (redis-v3): AN Score 9.0 | Execution 9.1 | Access 8.8 | Tier L4 → /service/redis-v3
- **Redis Enterprise** (redis-enterprise): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/redis-enterprise
- **Cloudflare Workers KV** (cloudflare-kv): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/cloudflare-kv
- **Aerospike** (aerospike): AN Score 8.1 | Execution 8.3 | Access 7.6 | Tier L4 → /service/aerospike
- **Deno KV** (deno-kv): AN Score 8.0 | Execution 8.2 | Access 7.7 | Tier L4 → /service/deno-kv
- **Hazelcast** (hazelcast): AN Score 7.8 | Execution 7.9 | Access 7.4 | Tier L3 → /service/hazelcast
- **Momento** (momento): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/momento
- **Dragonfly** (dragonfly): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/dragonfly
- **KeyDB** (keydb): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/keydb

### Calendar (10 scored)
- **Cal.com** (cal-com): AN Score 8.5 | Execution 8.5 | Access 8.6 | Tier L4 → /service/cal-com
- **Nylas** (nylas-api): AN Score 8.3 | Execution 8.2 | Access 8.4 | Tier L4 → /service/nylas-api
- **Cal.com API** (cal-api): AN Score 7.8 | Execution 7.9 | Access 7.5 | Tier L3 → /service/cal-api
- **Acuity Scheduling** (acuity-scheduling): AN Score 6.9 | Execution 7.1 | Access 6.5 | Tier L3 → /service/acuity-scheduling
- **TidyCal** (tidycal): AN Score 6.9 | Execution 7.1 | Access 6.5 | Tier L3 → /service/tidycal
- **SavvyCal** (savvycal): AN Score 6.7 | Execution 6.9 | Access 6.4 | Tier L3 → /service/savvycal
- **Doodle** (doodle): AN Score 6.5 | Execution 6.7 | Access 6.2 | Tier L3 → /service/doodle
- **Google Calendar API** (google-calendar): AN Score 6.2 | Execution 7.4 | Access 4.6 | Tier L3 → /service/google-calendar
- **Calendly** (calendly): AN Score 5.9 | Execution 6.8 | Access 4.9 | Tier L2 → /service/calendly
- **Microsoft Outlook Calendar API** (microsoft-outlook): AN Score 5.7 | Execution 6.7 | Access 4.1 | Tier L2 → /service/microsoft-outlook

### Cdn (5 scored)
- **Amazon CloudFront** (cloudfront-v2): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/cloudfront-v2
- **Fastly** (fastly): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/fastly
- **Bunny CDN** (bunny-cdn-v2): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/bunny-cdn-v2
- **Bunny.net** (bunny-cdn): AN Score 8.0 | Execution 8.2 | Access 7.6 | Tier L4 → /service/bunny-cdn
- **KeyCDN** (keycdn): AN Score 6.8 | Execution 7.0 | Access 6.5 | Tier L3 → /service/keycdn

### Chat-messaging (6 scored)
- **Sendbird** (sendbird): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/sendbird
- **Botpress** (botpress): AN Score 8.2 | Execution 8.3 | Access 7.9 | Tier L4 → /service/botpress
- **Mattermost** (mattermost): AN Score 7.9 | Execution 8.1 | Access 7.5 | Tier L3 → /service/mattermost
- **Typebot** (typebot): AN Score 7.9 | Execution 8.0 | Access 7.7 | Tier L3 → /service/typebot
- **Stream Chat** (stream-chat): AN Score 7.6 | Execution 7.8 | Access 7.2 | Tier L3 → /service/stream-chat
- **GetStream (Activity Feeds)** (getstream): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/getstream

### Code-execution (6 scored)
- **AWS Lambda** (aws-lambda-direct): AN Score 8.8 | Execution 9.0 | Access 8.5 | Tier L4 → /service/aws-lambda-direct
- **Modal** (modal): AN Score 8.8 | Execution 9.0 | Access 8.5 | Tier L4 → /service/modal
- **E2B** (e2b): AN Score 8.6 | Execution 8.8 | Access 8.3 | Tier L4 → /service/e2b
- **Azure Functions** (azure-functions): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/azure-functions
- **CodeSandbox** (codesandbox): AN Score 7.4 | Execution 7.5 | Access 7.1 | Tier L3 → /service/codesandbox
- **Replit** (replit): AN Score 6.9 | Execution 7.1 | Access 6.5 | Tier L3 → /service/replit

### Code-quality (7 scored)
- **CodeRabbit** (coderabbit): AN Score 8.3 | Execution 8.4 | Access 8.1 | Tier L4 → /service/coderabbit
- **Greptile** (greptile): AN Score 8.1 | Execution 8.3 | Access 7.8 | Tier L4 → /service/greptile
- **Sweep AI** (sweep-ai): AN Score 7.9 | Execution 8.0 | Access 7.7 | Tier L3 → /service/sweep-ai
- **SonarCloud** (sonarcloud): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/sonarcloud
- **Code Climate** (codeclimate): AN Score 7.1 | Execution 7.3 | Access 6.8 | Tier L3 → /service/codeclimate
- **DeepSource** (deepsource): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/deepsource
- **Codacy** (codacy): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/codacy

### Communication (28 scored)
- **Twilio** (twilio): AN Score 9.0 | Execution 9.0 | Access 9.1 | Tier L4 → /service/twilio
- **AssemblyAI** (assembly-ai): AN Score 8.8 | Execution 9.0 | Access 8.5 | Tier L4 → /service/assembly-ai
- **Slack API** (slack-v3): AN Score 8.7 | Execution 8.8 | Access 8.5 | Tier L4 → /service/slack-v3
- **Speechmatics** (speechmatics): AN Score 8.6 | Execution 8.6 | Access 8.6 | Tier L4 → /service/speechmatics
- **Vapi** (vapi-ai): AN Score 8.6 | Execution 8.7 | Access 8.4 | Tier L4 → /service/vapi-ai
- **Google Cloud Speech-to-Text** (gcp-speech-to-text): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/gcp-speech-to-text
- **Retell AI** (retell-ai): AN Score 8.4 | Execution 8.5 | Access 8.2 | Tier L4 → /service/retell-ai
- **Amazon Transcribe** (aws-transcribe): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/aws-transcribe
- **Infobip** (infobip): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/infobip
- **Bland AI** (bland-ai): AN Score 8.3 | Execution 8.4 | Access 8.1 | Tier L4 → /service/bland-ai
- **LMNT** (lmnt-ai): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/lmnt-ai
- **Amazon Polly** (aws-polly): AN Score 8.2 | Execution 8.3 | Access 8.0 | Tier L4 → /service/aws-polly
- **Vonage** (vonage): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/vonage
- **Play.ht** (playht): AN Score 8.1 | Execution 8.3 | Access 7.8 | Tier L4 → /service/playht
- **Lob** (lob): AN Score 8.1 | Execution 8.3 | Access 7.7 | Tier L4 → /service/lob
- **Synthflow** (synthflow-v2): AN Score 8.1 | Execution 8.2 | Access 7.9 | Tier L4 → /service/synthflow-v2
- **Vocode** (vocode): AN Score 8.0 | Execution 8.1 | Access 7.7 | Tier L4 → /service/vocode
- **Bird (MessageBird)** (bird): AN Score 8.0 | Execution 8.1 | Access 7.7 | Tier L4 → /service/bird
- **Synthflow AI** (synthflow): AN Score 7.9 | Execution 8.0 | Access 7.6 | Tier L3 → /service/synthflow
- **Discord** (discord): AN Score 7.6 | Execution 8.0 | Access 6.9 | Tier L3 → /service/discord
- **Africa's Talking** (africa-is-talking): AN Score 7.5 | Execution 7.7 | Access 7.2 | Tier L3 → /service/africa-is-talking
- **Telegram Bot API** (telegram): AN Score 7.4 | Execution 7.8 | Access 6.7 | Tier L3 → /service/telegram
- **Bandwidth** (bandwidth): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/bandwidth
- **Telnyx** (telnyx): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/telnyx
- **Sinch** (sinch): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/sinch
- **MessageBird** (messagebird): AN Score 6.7 | Execution 7.0 | Access 6.1 | Tier L3 → /service/messagebird
- **Plivo** (plivo): AN Score 6.4 | Execution 6.8 | Access 5.8 | Tier L3 → /service/plivo
- **Microsoft Teams** (microsoft-teams): AN Score 6.0 | Execution 6.4 | Access 5.2 | Tier L3 → /service/microsoft-teams

### Compliance (5 scored)
- **SafetyKit** (safetykit): AN Score 7.7 | Execution 7.8 | Access 7.4 | Tier L3 → /service/safetykit
- **Drata** (drata): AN Score 7.1 | Execution 7.3 | Access 6.6 | Tier L3 → /service/drata
- **Vanta** (vanta): AN Score 7.0 | Execution 7.2 | Access 6.5 | Tier L3 → /service/vanta
- **Secureframe** (secureframe): AN Score 6.8 | Execution 7.0 | Access 6.4 | Tier L3 → /service/secureframe
- **Sprinto** (sprinto): AN Score 6.6 | Execution 6.8 | Access 6.2 | Tier L3 → /service/sprinto

### Content-moderation (5 scored)
- **Azure Content Safety** (azure-content-safety): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/azure-content-safety
- **Hive Moderation** (hive-moderation): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/hive-moderation
- **Clarifai** (clarifai): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/clarifai
- **Sightengine** (sightengine): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/sightengine
- **Perspective API** (perspective-api): AN Score 6.8 | Execution 7.0 | Access 6.5 | Tier L3 → /service/perspective-api

### Crm (10 scored)
- **HubSpot** (hubspot): AN Score 8.8 | Execution 8.8 | Access 8.9 | Tier L4 → /service/hubspot
- **Salesforce** (salesforce): AN Score 8.5 | Execution 8.6 | Access 8.1 | Tier L4 → /service/salesforce
- **Pipedrive** (pipedrive): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/pipedrive
- **Attio** (attio): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/attio
- **Copper CRM** (copper-crm): AN Score 7.9 | Execution 8.1 | Access 7.6 | Tier L3 → /service/copper-crm
- **Capsule CRM** (capsule-crm): AN Score 7.8 | Execution 8.0 | Access 7.5 | Tier L3 → /service/capsule-crm
- **Twenty CRM** (twenty-crm): AN Score 7.3 | Execution 7.5 | Access 7.0 | Tier L3 → /service/twenty-crm
- **Close** (close-crm): AN Score 6.7 | Execution 7.1 | Access 6.0 | Tier L3 → /service/close-crm
- **Freshsales** (freshsales): AN Score 6.3 | Execution 6.6 | Access 5.7 | Tier L3 → /service/freshsales
- **Copper** (copper): AN Score 4.7 | Execution 5.6 | Access 3.6 | Tier L2 → /service/copper

### Customer-data-platform (5 scored)
- **RudderStack** (rudderstack): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/rudderstack
- **Iterable** (iterable): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/iterable
- **Treasure Data** (treasure-data): AN Score 7.5 | Execution 7.6 | Access 7.2 | Tier L3 → /service/treasure-data
- **mParticle** (mparticle): AN Score 7.3 | Execution 7.5 | Access 6.8 | Tier L3 → /service/mparticle
- **Tealium** (tealium): AN Score 7.1 | Execution 7.3 | Access 6.6 | Tier L3 → /service/tealium

### Customer-support (8 scored)
- **Intercom** (intercom): AN Score 8.7 | Execution 8.7 | Access 8.8 | Tier L4 → /service/intercom
- **Plain** (plain-support): AN Score 8.2 | Execution 8.2 | Access 8.3 | Tier L4 → /service/plain-support
- **Freshdesk** (freshdesk): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/freshdesk
- **Gorgias** (gorgias): AN Score 8.1 | Execution 8.3 | Access 7.8 | Tier L4 → /service/gorgias
- **Front** (front-app): AN Score 8.1 | Execution 8.3 | Access 7.8 | Tier L4 → /service/front-app
- **Help Scout** (help-scout): AN Score 8.1 | Execution 8.3 | Access 7.8 | Tier L4 → /service/help-scout
- **Crisp** (crisp): AN Score 8.0 | Execution 8.2 | Access 7.7 | Tier L4 → /service/crisp
- **Chatwoot** (chatwoot): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/chatwoot

### Data-app (8 scored)
- **Cube** (cube-dev): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/cube-dev
- **Observable** (observable-hq): AN Score 8.0 | Execution 8.1 | Access 7.7 | Tier L4 → /service/observable-hq
- **Figma API** (figma-api): AN Score 7.9 | Execution 8.0 | Access 7.6 | Tier L3 → /service/figma-api
- **Evidence** (evidence-dev): AN Score 7.9 | Execution 8.0 | Access 7.6 | Tier L3 → /service/evidence-dev
- **Canva Connect API** (canva-api): AN Score 7.5 | Execution 7.6 | Access 7.2 | Tier L3 → /service/canva-api
- **NocoDB** (nocodb): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/nocodb
- **Baserow** (baserow): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/baserow
- **Grist** (grist): AN Score 6.8 | Execution 7.0 | Access 6.5 | Tier L3 → /service/grist

### Data-enrichment (6 scored)
- **Hunter.io** (hunter): AN Score 8.0 | Execution 8.2 | Access 7.7 | Tier L4 → /service/hunter
- **DataForSEO** (dataforseo): AN Score 7.3 | Execution 7.7 | Access 6.7 | Tier L3 → /service/dataforseo
- **People Data Labs** (people-data-labs): AN Score 7.0 | Execution 7.4 | Access 6.3 | Tier L3 → /service/people-data-labs
- **Clearbit** (clearbit): AN Score 6.8 | Execution 7.2 | Access 6.1 | Tier L3 → /service/clearbit
- **Keywords Everywhere** (keywords-everywhere): AN Score 6.6 | Execution 6.9 | Access 6.0 | Tier L3 → /service/keywords-everywhere
- **Apollo.io** (apollo): AN Score 6.5 | Execution 6.8 | Access 5.9 | Tier L3 → /service/apollo

### Data-pipeline (9 scored)
- **AWS Glue** (aws-glue): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/aws-glue
- **dbt Cloud** (dbt-cloud): AN Score 8.5 | Execution 8.7 | Access 8.2 | Tier L4 → /service/dbt-cloud
- **Airbyte** (airbyte): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/airbyte
- **Great Expectations** (great-expectations): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/great-expectations
- **Mage AI** (mage-ai): AN Score 8.0 | Execution 8.1 | Access 7.8 | Tier L4 → /service/mage-ai
- **Fivetran** (fivetran): AN Score 7.0 | Execution 7.2 | Access 6.5 | Tier L3 → /service/fivetran
- **Meltano** (meltano): AN Score 7.0 | Execution 7.2 | Access 6.6 | Tier L3 → /service/meltano
- **Hevo Data** (hevo): AN Score 7.0 | Execution 7.2 | Access 6.6 | Tier L3 → /service/hevo
- **Stitch** (stitch): AN Score 6.9 | Execution 7.1 | Access 6.5 | Tier L3 → /service/stitch

### Data-warehouse (10 scored)
- **Snowflake** (snowflake-v2): AN Score 8.8 | Execution 8.8 | Access 8.5 | Tier L4 → /service/snowflake-v2
- **Google BigQuery** (bigquery-v2): AN Score 8.8 | Execution 8.8 | Access 8.5 | Tier L4 → /service/bigquery-v2
- **ClickHouse Cloud** (clickhouse-cloud-v2): AN Score 8.8 | Execution 8.8 | Access 8.9 | Tier L4 → /service/clickhouse-cloud-v2
- **Databricks** (databricks): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/databricks
- **Tinybird** (tinybird): AN Score 8.6 | Execution 8.6 | Access 8.7 | Tier L4 → /service/tinybird
- **Amazon Redshift** (redshift-v2): AN Score 8.6 | Execution 8.6 | Access 8.3 | Tier L4 → /service/redshift-v2
- **Firebolt** (firebolt): AN Score 8.0 | Execution 8.2 | Access 7.6 | Tier L4 → /service/firebolt
- **Starburst** (starburst): AN Score 7.9 | Execution 8.1 | Access 7.5 | Tier L3 → /service/starburst
- **ClickHouse** (clickhouse): AN Score 7.7 | Execution 7.9 | Access 7.3 | Tier L3 → /service/clickhouse
- **MotherDuck** (motherduck): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/motherduck

### Databases (44 scored)
- **PostgreSQL** (postgresql-v2): AN Score 9.2 | Execution 9.3 | Access 9.0 | Tier L4 → /service/postgresql-v2
- **Neon** (neon): AN Score 9.0 | Execution 9.0 | Access 9.1 | Tier L4 → /service/neon
- **Supabase (v3 catalog)** (supabase-v3): AN Score 8.9 | Execution 9.0 | Access 8.7 | Tier L4 → /service/supabase-v3
- **Neon (v4 catalog)** (neon-v4): AN Score 8.9 | Execution 9.0 | Access 8.7 | Tier L4 → /service/neon-v4
- **Drizzle ORM (v3 catalog)** (drizzle-v3): AN Score 8.8 | Execution 9.0 | Access 8.6 | Tier L4 → /service/drizzle-v3
- **Upstash** (upstash): AN Score 8.8 | Execution 8.8 | Access 8.9 | Tier L4 → /service/upstash
- **MongoDB Atlas** (mongodb-atlas): AN Score 8.8 | Execution 8.9 | Access 8.5 | Tier L4 → /service/mongodb-atlas
- **Prisma ORM** (prisma-v3): AN Score 8.8 | Execution 9.0 | Access 8.5 | Tier L4 → /service/prisma-v3
- **Pinecone** (pinecone): AN Score 8.7 | Execution 8.7 | Access 8.8 | Tier L4 → /service/pinecone
- **MongoDB** (mongodb-v3): AN Score 8.7 | Execution 8.8 | Access 8.5 | Tier L4 → /service/mongodb-v3
- **Amazon DynamoDB** (aws-dynamodb): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/aws-dynamodb
- **Prisma (v4 catalog)** (prisma-v4): AN Score 8.7 | Execution 8.8 | Access 8.5 | Tier L4 → /service/prisma-v4
- **Drizzle ORM** (drizzle-orm): AN Score 8.7 | Execution 8.9 | Access 8.4 | Tier L4 → /service/drizzle-orm
- **Google Cloud Spanner** (spanner): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/spanner
- **Prisma** (prisma-v2): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/prisma-v2
- **Azure Cosmos DB** (cosmosdb-api): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/cosmosdb-api
- **Turso** (turso): AN Score 8.6 | Execution 8.6 | Access 8.7 | Tier L4 → /service/turso
- **Firebase** (firebase-v2): AN Score 8.6 | Execution 8.7 | Access 8.4 | Tier L4 → /service/firebase-v2
- **Turso (v4 catalog)** (turso-v4): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/turso-v4
- **CockroachDB** (cockroachdb): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/cockroachdb
- **PlanetScale** (planetscale): AN Score 8.5 | Execution 8.6 | Access 8.3 | Tier L4 → /service/planetscale
- **Cloud Firestore** (firestore-v2): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/firestore-v2
- **Azure SQL Database** (azure-sql): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/azure-sql
- **TiDB Cloud** (tidb-cloud): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/tidb-cloud
- **Convex** (convex): AN Score 8.4 | Execution 8.6 | Access 8.1 | Tier L4 → /service/convex
- **Cloudflare D1** (cloudflare-d1): AN Score 8.4 | Execution 8.4 | Access 8.5 | Tier L4 → /service/cloudflare-d1
- **MikroORM** (mikro-orm): AN Score 8.3 | Execution 8.4 | Access 8.1 | Tier L4 → /service/mikro-orm
- **Prisma Pulse** (prisma-pulse): AN Score 8.2 | Execution 8.2 | Access 8.1 | Tier L4 → /service/prisma-pulse
- **Nile Database** (nile-db): AN Score 8.1 | Execution 8.2 | Access 7.9 | Tier L4 → /service/nile-db
- **ReadySet** (readyset): AN Score 8.1 | Execution 8.3 | Access 7.8 | Tier L4 → /service/readyset
- **PocketBase** (pocketbase): AN Score 8.1 | Execution 8.2 | Access 7.9 | Tier L4 → /service/pocketbase
- **TypeORM** (typeorm-v2): AN Score 8.1 | Execution 8.2 | Access 7.9 | Tier L4 → /service/typeorm-v2
- **ElectricSQL** (electric-sql): AN Score 8.0 | Execution 8.1 | Access 7.8 | Tier L4 → /service/electric-sql
- **Fauna** (fauna): AN Score 8.0 | Execution 8.2 | Access 7.7 | Tier L4 → /service/fauna
- **Triplit** (triplit): AN Score 7.9 | Execution 8.1 | Access 7.6 | Tier L3 → /service/triplit
- **pgvector** (pgvector): AN Score 7.8 | Execution 8.0 | Access 7.4 | Tier L3 → /service/pgvector
- **SQLedge** (sqledge): AN Score 7.8 | Execution 7.9 | Access 7.7 | Tier L3 → /service/sqledge
- **TimescaleDB** (timescaledb): AN Score 7.5 | Execution 7.7 | Access 7.1 | Tier L3 → /service/timescaledb
- **Redis Cloud** (redis-cloud): AN Score 7.4 | Execution 7.8 | Access 6.7 | Tier L3 → /service/redis-cloud
- **SingleStore** (singlestore): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/singlestore
- **Couchbase** (couchbase): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/couchbase
- **EdgeDB** (edgedb): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/edgedb
- **ArangoDB** (arangodb): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/arangodb
- **Vercel KV** (vercel-kv): AN Score 6.5 | Execution 6.9 | Access 5.8 | Tier L3 → /service/vercel-kv

### Design (4 scored)
- **Sketch API** (sketch-api): AN Score 7.4 | Execution 7.5 | Access 7.1 | Tier L3 → /service/sketch-api
- **Framer** (framer): AN Score 6.8 | Execution 7.0 | Access 6.5 | Tier L3 → /service/framer
- **Lunacy** (lunacy): AN Score 6.8 | Execution 6.9 | Access 6.5 | Tier L3 → /service/lunacy
- **Penpot** (penpot): AN Score 6.3 | Execution 6.5 | Access 6.0 | Tier L3 → /service/penpot

### Devops (50 scored)
- **GitHub** (github): AN Score 9.2 | Execution 9.2 | Access 9.3 | Tier L4 → /service/github
- **Vercel** (vercel): AN Score 9.1 | Execution 9.1 | Access 9.2 | Tier L4 → /service/vercel
- **Python** (python-stdlib): AN Score 9.1 | Execution 9.2 | Access 9.0 | Tier L4 → /service/python-stdlib
- **GitHub Actions** (github-actions): AN Score 9.1 | Execution 9.2 | Access 8.9 | Tier L4 → /service/github-actions
- **Supabase** (supabase): AN Score 9.1 | Execution 9.1 | Access 9.2 | Tier L4 → /service/supabase
- **Next.js** (nextjs-v2): AN Score 9.1 | Execution 9.2 | Access 8.9 | Tier L4 → /service/nextjs-v2
- **GitHub REST API** (github-v2): AN Score 9.0 | Execution 9.1 | Access 8.8 | Tier L4 → /service/github-v2
- **FastAPI** (fastapi-v2): AN Score 9.0 | Execution 9.1 | Access 8.8 | Tier L4 → /service/fastapi-v2
- **Node.js** (nodejs-v2): AN Score 9.0 | Execution 9.1 | Access 8.8 | Tier L4 → /service/nodejs-v2
- **Tailwind CSS** (tailwindcss-v2): AN Score 8.9 | Execution 9.0 | Access 8.8 | Tier L4 → /service/tailwindcss-v2
- **vLLM** (vllm): AN Score 8.9 | Execution 8.9 | Access 8.7 | Tier L4 → /service/vllm
- **Cloudflare Workers** (cloudflare-workers-v3): AN Score 8.9 | Execution 9.0 | Access 8.7 | Tier L4 → /service/cloudflare-workers-v3
- **Kubernetes** (kubernetes-v2): AN Score 8.8 | Execution 9.0 | Access 8.5 | Tier L4 → /service/kubernetes-v2
- **Go** (golang-v2): AN Score 8.8 | Execution 9.0 | Access 8.6 | Tier L4 → /service/golang-v2
- **shadcn/ui** (shadcn-ui): AN Score 8.8 | Execution 8.9 | Access 8.7 | Tier L4 → /service/shadcn-ui
- **Fly.io** (fly-io): AN Score 8.8 | Execution 8.8 | Access 8.9 | Tier L4 → /service/fly-io
- **Vite** (vite-v2): AN Score 8.8 | Execution 9.0 | Access 8.6 | Tier L4 → /service/vite-v2
- **Rust** (rust-lang-v2): AN Score 8.7 | Execution 9.0 | Access 8.3 | Tier L4 → /service/rust-lang-v2
- **Railway** (railway): AN Score 8.7 | Execution 8.7 | Access 8.8 | Tier L4 → /service/railway
- **TanStack Query** (tanstack-query): AN Score 8.7 | Execution 8.8 | Access 8.5 | Tier L4 → /service/tanstack-query
- **Google Cloud Run** (gcp-cloud-run): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/gcp-cloud-run
- **Radix UI** (radix-ui): AN Score 8.7 | Execution 8.8 | Access 8.6 | Tier L4 → /service/radix-ui
- **React Hook Form** (react-hook-form-v2): AN Score 8.7 | Execution 8.8 | Access 8.5 | Tier L4 → /service/react-hook-form-v2
- **GitHub Actions API** (github-actions-api): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/github-actions-api
- **Google Kubernetes Engine** (gcp-gke): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/gcp-gke
- **Netlify** (netlify): AN Score 8.7 | Execution 8.7 | Access 8.8 | Tier L4 → /service/netlify
- **Docker Hub / Docker Engine** (docker-hub-v2): AN Score 8.7 | Execution 8.8 | Access 8.5 | Tier L4 → /service/docker-hub-v2
- **Railway (v4 catalog)** (railway-v4): AN Score 8.6 | Execution 8.7 | Access 8.4 | Tier L4 → /service/railway-v4
- **Render (v4 catalog)** (render-v4): AN Score 8.6 | Execution 8.7 | Access 8.4 | Tier L4 → /service/render-v4
- **Amazon EKS** (eks-api): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/eks-api
- **NestJS** (nestjs-v2): AN Score 8.6 | Execution 8.7 | Access 8.4 | Tier L4 → /service/nestjs-v2
- **esbuild** (esbuild-v2): AN Score 8.6 | Execution 9.0 | Access 8.2 | Tier L4 → /service/esbuild-v2
- **Amazon ECS** (aws-ecs-v2): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/aws-ecs-v2
- **Pinia** (pinia-v2): AN Score 8.6 | Execution 8.7 | Access 8.5 | Tier L4 → /service/pinia-v2
- **Bun** (bun-runtime): AN Score 8.6 | Execution 8.8 | Access 8.4 | Tier L4 → /service/bun-runtime
- **Remix** (remix-v2): AN Score 8.6 | Execution 8.7 | Access 8.4 | Tier L4 → /service/remix-v2
- **SWC** (swc-v2): AN Score 8.6 | Execution 8.9 | Access 8.3 | Tier L4 → /service/swc-v2
- **Buildkite** (buildkite): AN Score 8.6 | Execution 8.6 | Access 8.5 | Tier L4 → /service/buildkite
- **SST v3** (sst-v3): AN Score 8.5 | Execution 8.6 | Access 8.3 | Tier L4 → /service/sst-v3
- **Headless UI** (headlessui-v2): AN Score 8.5 | Execution 8.6 | Access 8.4 | Tier L4 → /service/headlessui-v2
- **Azure Kubernetes Service** (azure-kubernetes-service): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/azure-kubernetes-service
- **Helm** (helm-v2): AN Score 8.5 | Execution 8.6 | Access 8.3 | Tier L4 → /service/helm-v2
- **Rollup** (rollup-v2): AN Score 8.5 | Execution 8.7 | Access 8.3 | Tier L4 → /service/rollup-v2
- **Render** (render): AN Score 8.5 | Execution 8.6 | Access 8.3 | Tier L4 → /service/render
- **DigitalOcean** (digital-ocean): AN Score 8.5 | Execution 8.7 | Access 8.2 | Tier L4 → /service/digital-ocean
- **Deno** (deno-v2): AN Score 8.5 | Execution 8.7 | Access 8.2 | Tier L4 → /service/deno-v2
- **Encore** (encore-dev): AN Score 8.5 | Execution 8.5 | Access 8.6 | Tier L4 → /service/encore-dev
- **tsup** (tsup-v2): AN Score 8.5 | Execution 8.7 | Access 8.3 | Tier L4 → /service/tsup-v2
- **Gitpod** (gitpod): AN Score 8.5 | Execution 8.5 | Access 8.4 | Tier L4 → /service/gitpod
- **Astro** (astro-v2): AN Score 8.5 | Execution 8.6 | Access 8.3 | Tier L4 → /service/astro-v2

### Document-processing (7 scored)
- **Amazon Textract** (aws-textract): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/aws-textract
- **Affinda** (affinda): AN Score 8.1 | Execution 8.1 | Access 8.0 | Tier L4 → /service/affinda
- **Docparser** (docparser): AN Score 7.8 | Execution 7.8 | Access 7.8 | Tier L3 → /service/docparser
- **LlamaParse** (llamaparse): AN Score 7.6 | Execution 7.8 | Access 7.2 | Tier L3 → /service/llamaparse
- **Google Document AI** (google-document-ai): AN Score 7.4 | Execution 7.8 | Access 6.7 | Tier L3 → /service/google-document-ai
- **Reducto** (reducto): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/reducto
- **Unstructured** (unstructured): AN Score 7.0 | Execution 7.3 | Access 6.4 | Tier L3 → /service/unstructured

### E-signatures (8 scored)
- **Dropbox Sign (HelloSign)** (hellosign): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/hellosign
- **Anvil** (anvil): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/anvil
- **Dropbox Sign** (dropbox-sign): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/dropbox-sign
- **SignNow** (signnow): AN Score 7.0 | Execution 7.2 | Access 6.6 | Tier L3 → /service/signnow
- **Eversign** (eversign): AN Score 6.9 | Execution 7.1 | Access 6.5 | Tier L3 → /service/eversign
- **SignWell** (signwell): AN Score 6.9 | Execution 7.1 | Access 6.6 | Tier L3 → /service/signwell
- **DocuSign** (docusign): AN Score 6.7 | Execution 7.0 | Access 6.1 | Tier L3 → /service/docusign
- **PandaDoc** (pandadoc): AN Score 6.4 | Execution 6.7 | Access 5.8 | Tier L3 → /service/pandadoc

### Ecommerce (5 scored)
- **Shopify Admin API** (shopify-api): AN Score 8.7 | Execution 8.9 | Access 8.4 | Tier L4 → /service/shopify-api
- **Clay** (clay-data): AN Score 7.8 | Execution 8.0 | Access 7.5 | Tier L3 → /service/clay-data
- **Shopify** (shopify): AN Score 7.8 | Execution 8.2 | Access 7.1 | Tier L3 → /service/shopify
- **Medusa** (medusa): AN Score 7.0 | Execution 7.3 | Access 6.4 | Tier L3 → /service/medusa
- **BigCommerce** (bigcommerce): AN Score 6.6 | Execution 7.0 | Access 5.9 | Tier L3 → /service/bigcommerce

### Email (25 scored)
- **Postmark** (postmark): AN Score 8.9 | Execution 8.9 | Access 9.0 | Tier L4 → /service/postmark
- **Resend** (resend): AN Score 8.8 | Execution 8.8 | Access 8.9 | Tier L4 → /service/resend
- **Klaviyo** (klaviyo): AN Score 8.7 | Execution 8.7 | Access 8.8 | Tier L4 → /service/klaviyo
- **AWS SES** (aws-ses-v3): AN Score 8.6 | Execution 8.6 | Access 8.7 | Tier L4 → /service/aws-ses-v3
- **SendGrid** (sendgrid): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/sendgrid
- **Mailgun** (mailgun): AN Score 8.5 | Execution 8.5 | Access 8.6 | Tier L4 → /service/mailgun
- **Amazon SES** (amazon-ses): AN Score 8.4 | Execution 8.6 | Access 7.9 | Tier L4 → /service/amazon-ses
- **Loops** (loops): AN Score 8.4 | Execution 8.4 | Access 8.5 | Tier L4 → /service/loops
- **Customer.io** (customer-io): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/customer-io
- **Mailtrap** (mailtrap): AN Score 8.2 | Execution 8.1 | Access 8.2 | Tier L4 → /service/mailtrap
- **ActiveCampaign** (activecampaign): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/activecampaign
- **Brevo** (brevo): AN Score 8.1 | Execution 8.3 | Access 7.8 | Tier L4 → /service/brevo
- **Mailchimp** (mailchimp-v2): AN Score 8.1 | Execution 8.3 | Access 7.8 | Tier L4 → /service/mailchimp-v2
- **Mailjet** (mailjet-v2): AN Score 8.0 | Execution 8.2 | Access 7.7 | Tier L4 → /service/mailjet-v2
- **SparkPost** (sparkpost): AN Score 8.0 | Execution 8.2 | Access 7.7 | Tier L4 → /service/sparkpost
- **Omnisend** (omnisend): AN Score 8.0 | Execution 8.2 | Access 7.7 | Tier L4 → /service/omnisend
- **SMTP2GO** (smtp2go): AN Score 7.9 | Execution 8.1 | Access 7.6 | Tier L3 → /service/smtp2go
- **MailerLite** (mailerlite): AN Score 7.9 | Execution 8.0 | Access 7.7 | Tier L3 → /service/mailerlite
- **Buttondown** (buttondown): AN Score 7.9 | Execution 8.0 | Access 7.7 | Tier L3 → /service/buttondown
- **Plunk** (plunk): AN Score 7.8 | Execution 7.9 | Access 7.6 | Tier L3 → /service/plunk
- **SendPulse** (sendpulse): AN Score 7.6 | Execution 7.8 | Access 7.3 | Tier L3 → /service/sendpulse
- **Beehiiv** (beehiiv): AN Score 7.4 | Execution 7.5 | Access 7.1 | Tier L3 → /service/beehiiv
- **Campaign Monitor** (campaign-monitor): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/campaign-monitor
- **Elastic Email** (elastic-email): AN Score 7.0 | Execution 7.2 | Access 6.6 | Tier L3 → /service/elastic-email
- **ConvertKit** (convertkit): AN Score 6.0 | Execution 6.3 | Access 5.4 | Tier L3 → /service/convertkit

### Email-validation (8 scored)
- **Emailable** (emailable): AN Score 8.4 | Execution 8.6 | Access 8.3 | Tier L4 → /service/emailable
- **Bouncer** (bouncer): AN Score 8.3 | Execution 8.5 | Access 8.2 | Tier L4 → /service/bouncer
- **Verifalia** (verifalia): AN Score 8.2 | Execution 8.3 | Access 8.0 | Tier L4 → /service/verifalia
- **DeBounce** (debounce): AN Score 8.0 | Execution 8.1 | Access 7.8 | Tier L3 → /service/debounce
- **mailboxlayer** (mailboxlayer): AN Score 7.8 | Execution 7.9 | Access 7.7 | Tier L3 → /service/mailboxlayer
- **Abstract API** (abstract-api): AN Score 7.7 | Execution 7.9 | Access 7.4 | Tier L3 → /service/abstract-api
- **Kickbox** (kickbox): AN Score 7.1 | Execution 7.3 | Access 6.8 | Tier L3 → /service/kickbox
- **NeverBounce** (neverbounce): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/neverbounce

### Feature-flags (11 scored)
- **LaunchDarkly** (launchdarkly): AN Score 8.8 | Execution 8.9 | Access 8.5 | Tier L4 → /service/launchdarkly
- **Statsig** (statsig): AN Score 8.7 | Execution 8.7 | Access 8.8 | Tier L4 → /service/statsig
- **Eppo** (eppo): AN Score 8.1 | Execution 8.2 | Access 7.8 | Tier L4 → /service/eppo
- **Optimizely** (optimizely): AN Score 7.5 | Execution 7.6 | Access 7.0 | Tier L3 → /service/optimizely
- **VWO (Visual Website Optimizer)** (vwo): AN Score 7.3 | Execution 7.4 | Access 7.0 | Tier L3 → /service/vwo
- **Kameleoon** (kameleoon): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/kameleoon
- **Split** (split): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/split
- **GrowthBook** (growthbook): AN Score 7.1 | Execution 7.3 | Access 6.8 | Tier L3 → /service/growthbook
- **Flagsmith** (flagsmith): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/flagsmith
- **Flipt** (flipt): AN Score 6.9 | Execution 7.1 | Access 6.6 | Tier L3 → /service/flipt
- **Unleash** (unleash): AN Score 6.5 | Execution 6.9 | Access 5.8 | Tier L3 → /service/unleash

### Fintech (6 scored)
- **Moov** (moov): AN Score 8.1 | Execution 8.3 | Access 7.8 | Tier L4 → /service/moov
- **Amberflo** (amberflo): AN Score 7.9 | Execution 8.1 | Access 7.7 | Tier L3 → /service/amberflo
- **QuickBooks API (Intuit)** (quickbooks-api): AN Score 7.8 | Execution 7.9 | Access 7.5 | Tier L3 → /service/quickbooks-api
- **Plaid** (plaid): AN Score 7.5 | Execution 7.7 | Access 6.8 | Tier L3 → /service/plaid
- **Brex** (brex): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/brex
- **Mercury** (mercury): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/mercury

### Forms (5 scored)
- **JotForm** (jotform): AN Score 6.9 | Execution 7.1 | Access 6.5 | Tier L3 → /service/jotform
- **Fillout** (fillout): AN Score 6.8 | Execution 7.0 | Access 6.5 | Tier L3 → /service/fillout
- **Typeform** (typeform): AN Score 6.8 | Execution 7.2 | Access 6.1 | Tier L3 → /service/typeform
- **Involve.me** (involve-me): AN Score 6.6 | Execution 6.8 | Access 6.3 | Tier L3 → /service/involve-me
- **Tally** (tally): AN Score 6.2 | Execution 6.5 | Access 5.6 | Tier L3 → /service/tally

### Geolocation (5 scored)
- **Radar** (radar): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/radar
- **HERE API** (here-api): AN Score 7.3 | Execution 7.5 | Access 6.8 | Tier L3 → /service/here-api
- **IPinfo** (ipinfo): AN Score 7.2 | Execution 7.6 | Access 6.5 | Tier L3 → /service/ipinfo
- **MaxMind GeoIP** (maxmind): AN Score 7.0 | Execution 7.4 | Access 6.3 | Tier L3 → /service/maxmind
- **IPStack** (ipstack): AN Score 6.9 | Execution 7.1 | Access 6.5 | Tier L3 → /service/ipstack

### Headless-cms (12 scored)
- **Sanity** (sanity): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/sanity
- **Contentful** (contentful): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/contentful
- **Payload CMS** (payload-cms): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/payload-cms
- **Ghost** (ghost): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/ghost
- **Builder.io** (builder-io): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/builder-io
- **KeystoneJS** (keystonejs): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/keystonejs
- **Directus** (directus): AN Score 7.0 | Execution 7.4 | Access 6.3 | Tier L3 → /service/directus
- **DatoCMS** (datocms): AN Score 6.9 | Execution 7.3 | Access 6.2 | Tier L3 → /service/datocms
- **Hygraph** (hygraph): AN Score 6.8 | Execution 7.2 | Access 6.1 | Tier L3 → /service/hygraph
- **Strapi** (strapi): AN Score 6.7 | Execution 7.1 | Access 6.0 | Tier L3 → /service/strapi
- **Prismic** (prismic): AN Score 6.6 | Execution 7.0 | Access 5.9 | Tier L3 → /service/prismic
- **Storyblok** (storyblok): AN Score 6.6 | Execution 7.0 | Access 5.9 | Tier L3 → /service/storyblok

### Hris (4 scored)
- **BambooHR** (bamboohr): AN Score 7.7 | Execution 7.8 | Access 7.4 | Tier L3 → /service/bamboohr
- **Rippling** (rippling): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/rippling
- **Deel** (deel): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/deel
- **Gusto** (gusto): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/gusto

### Identity (4 scored)
- **Keycloak** (keycloak): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/keycloak
- **SuperTokens** (supertokens): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/supertokens
- **Ory** (ory): AN Score 7.3 | Execution 7.5 | Access 6.8 | Tier L3 → /service/ory
- **FusionAuth** (fusionauth): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/fusionauth

### Identity-verification (10 scored)
- **Persona** (persona): AN Score 7.5 | Execution 7.7 | Access 7.1 | Tier L3 → /service/persona
- **Stripe Identity** (stripe-identity): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/stripe-identity
- **Onfido** (onfido): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/onfido
- **Sumsub** (sumsub): AN Score 7.4 | Execution 7.8 | Access 7.2 | Tier L3 → /service/sumsub
- **Smile Identity** (smile-identity): AN Score 7.3 | Execution 7.6 | Access 7.0 | Tier L3 → /service/smile-identity
- **Trulioo** (trulioo): AN Score 7.3 | Execution 7.6 | Access 7.0 | Tier L3 → /service/trulioo
- **Veriff** (veriff): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/veriff
- **Jumio** (jumio): AN Score 7.3 | Execution 7.5 | Access 6.8 | Tier L3 → /service/jumio
- **iDenfy** (idenfy): AN Score 7.2 | Execution 7.4 | Access 6.9 | Tier L3 → /service/idenfy
- **Shufti Pro** (shufti-pro): AN Score 7.1 | Execution 7.3 | Access 6.8 | Tier L3 → /service/shufti-pro

### Incident-management (8 scored)
- **Statuspage (Atlassian)** (statuspage-io): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/statuspage-io
- **Instatus** (instatus): AN Score 8.0 | Execution 8.1 | Access 7.8 | Tier L4 → /service/instatus
- **FireHydrant** (firehydrant): AN Score 7.9 | Execution 8.0 | Access 7.5 | Tier L3 → /service/firehydrant
- **Rootly** (rootly): AN Score 7.8 | Execution 7.9 | Access 7.4 | Tier L3 → /service/rootly
- **Freshstatus** (freshstatus): AN Score 7.5 | Execution 7.6 | Access 7.3 | Tier L3 → /service/freshstatus
- **Incident.io** (incident-io): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/incident-io
- **Opsgenie** (opsgenie): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/opsgenie
- **VictorOps (Splunk On-Call)** (victorops): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/victorops

### Infrastructure-as-code (10 scored)
- **Terraform / OpenTofu** (terraform-v3): AN Score 8.8 | Execution 8.9 | Access 8.6 | Tier L4 → /service/terraform-v3
- **Ansible** (ansible-v2): AN Score 8.5 | Execution 8.6 | Access 8.3 | Tier L4 → /service/ansible-v2
- **Pulumi** (pulumi): AN Score 7.5 | Execution 7.7 | Access 7.1 | Tier L3 → /service/pulumi
- **Terraform Cloud** (terraform-cloud): AN Score 7.5 | Execution 7.9 | Access 6.8 | Tier L3 → /service/terraform-cloud
- **Spacelift** (spacelift): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/spacelift
- **Crossplane** (crossplane): AN Score 7.3 | Execution 7.5 | Access 6.8 | Tier L3 → /service/crossplane
- **Pulumi Cloud** (pulumi-cloud): AN Score 7.2 | Execution 7.6 | Access 6.5 | Tier L3 → /service/pulumi-cloud
- **Atlantis** (atlantis): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/atlantis
- **Terrateam** (terrateam): AN Score 6.9 | Execution 7.1 | Access 6.6 | Tier L3 → /service/terrateam
- **env0** (env0): AN Score 6.8 | Execution 7.2 | Access 6.1 | Tier L3 → /service/env0

### Integrations-platform (7 scored)
- **Carbon** (carbon-api): AN Score 8.6 | Execution 8.6 | Access 8.6 | Tier L4 → /service/carbon-api
- **Nango** (nango): AN Score 8.5 | Execution 8.5 | Access 8.6 | Tier L4 → /service/nango
- **Merge** (merge-api): AN Score 8.3 | Execution 8.4 | Access 8.1 | Tier L4 → /service/merge-api
- **Apideck** (apideck): AN Score 8.2 | Execution 8.3 | Access 8.0 | Tier L4 → /service/apideck
- **Cobalt** (cobalt-io): AN Score 8.1 | Execution 8.0 | Access 8.1 | Tier L4 → /service/cobalt-io
- **Cyclr** (cyclr): AN Score 7.6 | Execution 7.7 | Access 7.3 | Tier L3 → /service/cyclr
- **Panora** (panora): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/panora

### Iot (5 scored)
- **Azure IoT Hub** (azure-iot-hub): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/azure-iot-hub
- **Arduino Cloud** (arduino-cloud): AN Score 7.4 | Execution 7.5 | Access 7.1 | Tier L3 → /service/arduino-cloud
- **Particle** (particle): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/particle
- **Balena** (balena): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/balena
- **Tago.io** (tago-io): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/tago-io

### Lifecycle-marketing (5 scored)
- **Encharge** (encharge): AN Score 7.6 | Execution 7.8 | Access 7.3 | Tier L3 → /service/encharge
- **Pinpoint HQ** (pinpoint): AN Score 7.6 | Execution 7.8 | Access 7.4 | Tier L3 → /service/pinpoint
- **Vero** (vero): AN Score 7.5 | Execution 7.7 | Access 7.2 | Tier L3 → /service/vero
- **Amplitude CDP** (amplitude-cdp): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/amplitude-cdp
- **Lytics** (lytics): AN Score 7.0 | Execution 7.2 | Access 6.6 | Tier L3 → /service/lytics

### Localization (7 scored)
- **Tolgee** (tolgee): AN Score 8.1 | Execution 8.2 | Access 7.9 | Tier L4 → /service/tolgee
- **Replexica** (replexica): AN Score 8.0 | Execution 8.2 | Access 7.8 | Tier L4 → /service/replexica
- **Lokalise** (lokalise): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/lokalise
- **Phrase** (phrase): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/phrase
- **Transifex** (transifex): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/transifex
- **Localazy** (localazy): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/localazy
- **Crowdin** (crowdin): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/crowdin

### Logging (5 scored)
- **Axiom** (axiom): AN Score 8.5 | Execution 8.5 | Access 8.6 | Tier L4 → /service/axiom
- **Logtail (Better Stack)** (logtail): AN Score 7.2 | Execution 7.4 | Access 6.9 | Tier L3 → /service/logtail
- **LogDNA (Mezmo)** (logdna): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/logdna
- **Logflare** (logflare): AN Score 6.2 | Execution 6.5 | Access 5.6 | Tier L3 → /service/logflare
- **Papertrail** (papertrail): AN Score 6.0 | Execution 6.3 | Access 5.4 | Tier L3 → /service/papertrail

### Low-code (6 scored)
- **Retool** (retool): AN Score 8.2 | Execution 8.3 | Access 8.0 | Tier L4 → /service/retool
- **Superblocks** (superblocks): AN Score 8.2 | Execution 8.3 | Access 8.0 | Tier L4 → /service/superblocks
- **ToolJet** (tooljet-v2): AN Score 8.1 | Execution 8.2 | Access 7.9 | Tier L4 → /service/tooljet-v2
- **Appsmith** (appsmith): AN Score 7.3 | Execution 7.4 | Access 7.0 | Tier L3 → /service/appsmith
- **Budibase** (budibase): AN Score 7.2 | Execution 7.3 | Access 6.9 | Tier L3 → /service/budibase
- **Bubble** (bubble): AN Score 6.7 | Execution 6.9 | Access 6.3 | Tier L3 → /service/bubble

### Maps (5 scored)
- **Geoapify** (geoapify): AN Score 8.0 | Execution 8.2 | Access 7.8 | Tier L4 → /service/geoapify
- **Google Maps Platform** (google-maps): AN Score 8.0 | Execution 8.4 | Access 7.3 | Tier L4 → /service/google-maps
- **Google Places** (google-places): AN Score 8.0 | Execution 8.4 | Access 7.3 | Tier L4 → /service/google-places
- **Mapbox** (mapbox): AN Score 7.5 | Execution 7.9 | Access 6.8 | Tier L3 → /service/mapbox
- **HERE Maps** (here-maps): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/here-maps

### Media (8 scored)
- **ElevenLabs** (elevenlabs): AN Score 8.8 | Execution 8.8 | Access 8.9 | Tier L4 → /service/elevenlabs
- **Deepgram** (deepgram): AN Score 8.7 | Execution 8.7 | Access 8.8 | Tier L4 → /service/deepgram
- **Cloudflare Images** (cloudflare-images): AN Score 8.0 | Execution 8.2 | Access 7.6 | Tier L4 → /service/cloudflare-images
- **Transloadit** (transloadit): AN Score 7.9 | Execution 8.0 | Access 7.6 | Tier L3 → /service/transloadit
- **Mux** (mux): AN Score 7.6 | Execution 7.8 | Access 7.2 | Tier L3 → /service/mux
- **Cloudinary** (cloudinary): AN Score 7.6 | Execution 8.0 | Access 6.9 | Tier L3 → /service/cloudinary
- **ImageKit** (imagekit): AN Score 7.5 | Execution 7.7 | Access 7.2 | Tier L3 → /service/imagekit
- **imgix** (imgix): AN Score 7.0 | Execution 7.5 | Access 6.2 | Tier L3 → /service/imgix

### Message-queues (11 scored)
- **Apache Kafka** (apache-kafka): AN Score 8.8 | Execution 9.0 | Access 8.5 | Tier L4 → /service/apache-kafka
- **Confluent Cloud** (confluent-cloud): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/confluent-cloud
- **Amazon SQS** (amazon-sqs): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/amazon-sqs
- **Google Cloud Pub/Sub** (gcp-pubsub): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/gcp-pubsub
- **RabbitMQ** (rabbitmq-cloud): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/rabbitmq-cloud
- **Azure Service Bus** (azure-service-bus): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/azure-service-bus
- **NATS** (nats): AN Score 8.3 | Execution 8.5 | Access 7.8 | Tier L4 → /service/nats
- **PubNub** (pubnub): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/pubnub
- **Cloudflare Queues** (cloudflare-queues): AN Score 8.1 | Execution 8.2 | Access 7.9 | Tier L4 → /service/cloudflare-queues
- **Confluent Cloud (Kafka)** (confluent-kafka): AN Score 7.5 | Execution 7.9 | Access 6.8 | Tier L3 → /service/confluent-kafka
- **Upstash Kafka** (upstash-kafka): AN Score 7.1 | Execution 7.4 | Access 6.5 | Tier L3 → /service/upstash-kafka

### Ml-experiment-tracking (10 scored)
- **Weights & Biases** (wandb): AN Score 8.8 | Execution 9.0 | Access 8.5 | Tier L4 → /service/wandb
- **MLflow** (mlflow-v2): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/mlflow-v2
- **DVC (Data Version Control)** (dvc-iterative): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/dvc-iterative
- **Ragas** (ragas): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/ragas
- **Labelbox** (labelbox): AN Score 8.2 | Execution 8.3 | Access 7.9 | Tier L4 → /service/labelbox
- **Evidently AI** (evidently-ai): AN Score 8.2 | Execution 8.3 | Access 7.9 | Tier L4 → /service/evidently-ai
- **HoneyHive** (honeyhive): AN Score 8.1 | Execution 8.2 | Access 7.9 | Tier L4 → /service/honeyhive
- **Neptune.ai** (neptune-ai): AN Score 7.2 | Execution 7.4 | Access 6.9 | Tier L3 → /service/neptune-ai
- **DVC** (dvc): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/dvc
- **Comet ML** (comet-ml): AN Score 7.1 | Execution 7.3 | Access 6.8 | Tier L3 → /service/comet-ml

### Monitoring (50 scored)
- **Sentry** (sentry): AN Score 9.0 | Execution 9.0 | Access 9.1 | Tier L4 → /service/sentry
- **Datadog** (datadog): AN Score 9.0 | Execution 9.0 | Access 9.1 | Tier L4 → /service/datadog
- **Prometheus** (prometheus): AN Score 8.8 | Execution 8.9 | Access 8.5 | Tier L4 → /service/prometheus
- **OpenTelemetry Collector** (opentelemetry-collector): AN Score 8.8 | Execution 8.8 | Access 8.6 | Tier L4 → /service/opentelemetry-collector
- **PagerDuty** (pagerduty): AN Score 8.8 | Execution 8.8 | Access 8.9 | Tier L4 → /service/pagerduty
- **Langfuse** (langfuse): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/langfuse
- **Sentry AI Features** (sentry-ai): AN Score 8.6 | Execution 8.7 | Access 8.4 | Tier L4 → /service/sentry-ai
- **Pydantic Logfire** (logfire): AN Score 8.6 | Execution 8.6 | Access 8.5 | Tier L4 → /service/logfire
- **Grafana Cloud** (grafana-cloud): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/grafana-cloud
- **Amazon CloudWatch** (aws-cloudwatch): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/aws-cloudwatch
- **Splunk** (splunk-v2): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/splunk-v2
- **Better Stack** (betterstack): AN Score 8.5 | Execution 8.6 | Access 8.3 | Tier L4 → /service/betterstack
- **Datadog LLM Observability** (datadog-llm): AN Score 8.5 | Execution 8.6 | Access 8.3 | Tier L4 → /service/datadog-llm
- **PostHog LLM Analytics** (posthog-llm): AN Score 8.5 | Execution 8.6 | Access 8.3 | Tier L4 → /service/posthog-llm
- **OpenLIT** (openlit): AN Score 8.5 | Execution 8.5 | Access 8.4 | Tier L4 → /service/openlit
- **Portkey** (portkey): AN Score 8.5 | Execution 8.7 | Access 8.2 | Tier L4 → /service/portkey
- **Braintrust** (braintrust): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/braintrust
- **LangSmith** (langsmith): AN Score 8.5 | Execution 8.6 | Access 8.3 | Tier L4 → /service/langsmith
- **Dynatrace** (dynatrace): AN Score 8.5 | Execution 8.5 | Access 8.2 | Tier L4 → /service/dynatrace
- **Elastic Cloud** (elastic-cloud): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/elastic-cloud
- **VictoriaMetrics** (victoria-metrics): AN Score 8.5 | Execution 8.7 | Access 8.2 | Tier L4 → /service/victoria-metrics
- **Grafana** (grafana): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/grafana
- **Helicone** (helicone): AN Score 8.4 | Execution 8.6 | Access 8.1 | Tier L4 → /service/helicone
- **Checkly** (checkly): AN Score 8.4 | Execution 8.5 | Access 8.2 | Tier L4 → /service/checkly
- **Grafana Loki** (grafana-loki): AN Score 8.4 | Execution 8.6 | Access 8.1 | Tier L4 → /service/grafana-loki
- **Arize Phoenix** (phoenix-v2): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/phoenix-v2
- **PromptLayer** (promptlayer): AN Score 8.4 | Execution 8.5 | Access 8.2 | Tier L4 → /service/promptlayer
- **New Relic AI Monitoring** (newrelic-llm): AN Score 8.4 | Execution 8.5 | Access 8.2 | Tier L4 → /service/newrelic-llm
- **New Relic** (new-relic): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/new-relic
- **OpenObserve** (openobserve): AN Score 8.3 | Execution 8.3 | Access 8.3 | Tier L4 → /service/openobserve
- **Grafana Alloy** (grafana-alloy): AN Score 8.3 | Execution 8.4 | Access 8.1 | Tier L4 → /service/grafana-alloy
- **Bugsnag** (bugsnag-v2): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/bugsnag-v2
- **Grafana Tempo** (grafana-tempo): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/grafana-tempo
- **Sumo Logic** (sumologic): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/sumologic
- **SigNoz** (signoz): AN Score 8.3 | Execution 8.4 | Access 8.1 | Tier L4 → /service/signoz
- **Phoenix (Arize)** (phoenix-arize): AN Score 8.2 | Execution 8.3 | Access 7.9 | Tier L4 → /service/phoenix-arize
- **HyperDX** (hyperdx): AN Score 8.2 | Execution 8.3 | Access 8.0 | Tier L4 → /service/hyperdx
- **OpenReplay** (openreplay): AN Score 8.2 | Execution 8.2 | Access 8.2 | Tier L4 → /service/openreplay
- **Opik** (opik): AN Score 8.1 | Execution 8.2 | Access 7.8 | Tier L4 → /service/opik
- **Lunary** (lunary): AN Score 8.1 | Execution 8.2 | Access 7.9 | Tier L4 → /service/lunary
- **Arize AI** (arize): AN Score 8.0 | Execution 8.1 | Access 7.8 | Tier L4 → /service/arize
- **OpenLLMetry** (openllmetry): AN Score 8.0 | Execution 8.1 | Access 7.8 | Tier L4 → /service/openllmetry
- **Keywords AI** (keywords-ai): AN Score 7.9 | Execution 8.0 | Access 7.7 | Tier L3 → /service/keywords-ai
- **Lytix** (lytix): AN Score 7.9 | Execution 8.0 | Access 7.8 | Tier L3 → /service/lytix
- **Highlight.io** (highlight): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/highlight
- **Rollbar** (rollbar): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/rollbar
- **Airbrake** (airbrake): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/airbrake
- **Alertmanager** (alertmanager): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/alertmanager
- **Honeycomb** (honeycomb): AN Score 7.0 | Execution 7.3 | Access 6.4 | Tier L3 → /service/honeycomb
- **Baselime** (baselime): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/baselime

### Networking (11 scored)
- **Axios** (axios-v2): AN Score 8.5 | Execution 8.6 | Access 8.3 | Tier L4 → /service/axios-v2
- **gRPC** (grpc-v2): AN Score 8.5 | Execution 8.7 | Access 8.2 | Tier L4 → /service/grpc-v2
- **Hono** (hono): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/hono
- **Got** (got-v2): AN Score 8.3 | Execution 8.4 | Access 8.1 | Tier L4 → /service/got-v2
- **Cloudflare** (cloudflare): AN Score 8.2 | Execution 8.6 | Access 7.5 | Tier L4 → /service/cloudflare
- **Elysia** (elysia-bun): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/elysia-bun
- **Ky** (ky-v2): AN Score 8.2 | Execution 8.3 | Access 8.1 | Tier L4 → /service/ky-v2
- **NetBird** (netbird): AN Score 8.1 | Execution 8.3 | Access 7.8 | Tier L4 → /service/netbird
- **Tailscale** (tailscale): AN Score 8.0 | Execution 8.3 | Access 7.5 | Tier L4 → /service/tailscale
- **Caddy** (caddy): AN Score 7.9 | Execution 8.1 | Access 7.5 | Tier L3 → /service/caddy
- **Traefik** (traefik): AN Score 7.8 | Execution 8.0 | Access 7.4 | Tier L3 → /service/traefik

### Notifications (6 scored)
- **Knock** (knock): AN Score 8.7 | Execution 8.7 | Access 8.8 | Tier L4 → /service/knock
- **Courier** (courier): AN Score 8.4 | Execution 8.5 | Access 8.2 | Tier L4 → /service/courier
- **Novu** (novu): AN Score 8.4 | Execution 8.5 | Access 8.2 | Tier L4 → /service/novu
- **Pusher** (pusher): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/pusher
- **Engagespot** (engagespot): AN Score 8.0 | Execution 8.2 | Access 7.7 | Tier L4 → /service/engagespot
- **OneSignal** (onesignal): AN Score 6.8 | Execution 7.2 | Access 6.1 | Tier L3 → /service/onesignal

### Payments (14 scored)
- **Adyen** (adyen): AN Score 8.8 | Execution 8.9 | Access 8.5 | Tier L4 → /service/adyen
- **PayPal API** (paypal-api): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/paypal-api
- **Braintree** (braintree): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/braintree
- **Paddle** (paddle): AN Score 8.3 | Execution 8.4 | Access 7.9 | Tier L4 → /service/paddle
- **Maxio** (maxio): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/maxio
- **Stripe** (stripe): AN Score 8.1 | Execution 9.0 | Access 6.6 | Tier L4 → /service/stripe
- **Stripe Connect** (stripe-connect): AN Score 8.0 | Execution 8.4 | Access 7.3 | Tier L4 → /service/stripe-connect
- **Paddle Billing** (paddle-billing): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/paddle-billing
- **Creem** (creem): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/creem
- **Lemon Squeezy** (lemon-squeezy): AN Score 6.8 | Execution 7.1 | Access 6.2 | Tier L3 → /service/lemon-squeezy
- **Razorpay** (razorpay): AN Score 6.6 | Execution 7.0 | Access 5.9 | Tier L3 → /service/razorpay
- **Square** (square): AN Score 6.3 | Execution 7.3 | Access 5.2 | Tier L3 → /service/square
- **Gumroad** (gumroad): AN Score 5.5 | Execution 5.8 | Access 4.9 | Tier L2 → /service/gumroad
- **PayPal** (paypal): AN Score 4.9 | Execution 5.9 | Access 3.7 | Tier L2 → /service/paypal

### Pdf-processing (6 scored)
- **PDFMonkey** (pdfmonkey): AN Score 7.9 | Execution 8.1 | Access 7.7 | Tier L3 → /service/pdfmonkey
- **PDFlayer** (pdflayer): AN Score 7.5 | Execution 7.6 | Access 7.3 | Tier L3 → /service/pdflayer
- **Adobe PDF Services API** (adobe-pdf-services): AN Score 7.4 | Execution 7.6 | Access 6.9 | Tier L3 → /service/adobe-pdf-services
- **Apryse (PDFTron)** (pdftron): AN Score 7.2 | Execution 7.4 | Access 6.7 | Tier L3 → /service/pdftron
- **PSPDFKit** (pspdfkit): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/pspdfkit
- **PDF.co** (pdf-co): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/pdf-co

### Productivity (35 scored)
- **Linear** (linear): AN Score 8.8 | Execution 8.8 | Access 8.9 | Tier L4 → /service/linear
- **Google Workspace APIs** (google-workspace-api): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/google-workspace-api
- **Microsoft Graph** (microsoft-graph-v2): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/microsoft-graph-v2
- **Notion** (notion): AN Score 8.6 | Execution 8.6 | Access 8.7 | Tier L4 → /service/notion
- **Google Drive API** (google-drive-api): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/google-drive-api
- **Jira** (jira): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/jira
- **Box API** (box-api): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/box-api
- **Asana** (asana): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/asana
- **OneDrive API** (onedrive-api): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/onedrive-api
- **ClickUp** (clickup): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/clickup
- **Airtable** (airtable): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/airtable
- **Dropbox API** (dropbox-api): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/dropbox-api
- **Confluence** (confluence): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/confluence
- **SharePoint API** (sharepoint-api): AN Score 8.2 | Execution 8.3 | Access 7.9 | Tier L4 → /service/sharepoint-api
- **Outline** (outline-wiki): AN Score 8.1 | Execution 8.2 | Access 7.9 | Tier L4 → /service/outline-wiki
- **Monday.com** (monday): AN Score 8.1 | Execution 8.3 | Access 7.8 | Tier L4 → /service/monday
- **Plane** (plane): AN Score 8.0 | Execution 8.1 | Access 7.8 | Tier L4 → /service/plane
- **GitBook** (gitbook-v2): AN Score 8.0 | Execution 8.1 | Access 7.8 | Tier L4 → /service/gitbook-v2
- **Trello API** (trello-api): AN Score 8.0 | Execution 8.2 | Access 7.7 | Tier L4 → /service/trello-api
- **Huly** (huly): AN Score 7.9 | Execution 8.0 | Access 7.8 | Tier L3 → /service/huly
- **Lark Base** (lark-base): AN Score 7.7 | Execution 7.8 | Access 7.3 | Tier L3 → /service/lark-base
- **Guru** (guru-knowledge): AN Score 7.7 | Execution 7.8 | Access 7.4 | Tier L3 → /service/guru-knowledge
- **Slite** (slite): AN Score 7.7 | Execution 7.8 | Access 7.5 | Tier L3 → /service/slite
- **Archbee** (archbee): AN Score 7.6 | Execution 7.7 | Access 7.4 | Tier L3 → /service/archbee
- **Nuclino** (nuclino): AN Score 7.5 | Execution 7.6 | Access 7.3 | Tier L3 → /service/nuclino
- **Notion API** (notion-api): AN Score 7.5 | Execution 7.7 | Access 7.1 | Tier L3 → /service/notion-api
- **Craft Docs** (craft-docs): AN Score 7.4 | Execution 7.5 | Access 7.2 | Tier L3 → /service/craft-docs
- **Tettra** (tettra): AN Score 7.3 | Execution 7.4 | Access 7.1 | Tier L3 → /service/tettra
- **Figma** (figma): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/figma
- **Height** (height): AN Score 6.8 | Execution 7.0 | Access 6.5 | Tier L3 → /service/height
- **Shortcut** (shortcut): AN Score 6.8 | Execution 7.2 | Access 6.1 | Tier L3 → /service/shortcut
- **Coda** (coda): AN Score 6.8 | Execution 7.2 | Access 6.1 | Tier L3 → /service/coda
- **Trello** (trello): AN Score 6.6 | Execution 7.0 | Access 5.9 | Tier L3 → /service/trello
- **Basecamp** (basecamp): AN Score 6.5 | Execution 6.7 | Access 5.9 | Tier L3 → /service/basecamp
- **Miro** (miro): AN Score 6.4 | Execution 6.8 | Access 5.7 | Tier L3 → /service/miro

### Push-notifications (4 scored)
- **Expo Push Notifications** (expo-notifications): AN Score 7.9 | Execution 8.1 | Access 7.5 | Tier L3 → /service/expo-notifications
- **ntfy** (ntfy): AN Score 7.1 | Execution 7.4 | Access 6.7 | Tier L3 → /service/ntfy
- **Pushover** (pushover): AN Score 7.0 | Execution 7.3 | Access 6.6 | Tier L3 → /service/pushover
- **Gotify** (gotify): AN Score 6.8 | Execution 7.0 | Access 6.5 | Tier L3 → /service/gotify

### Real-time (6 scored)
- **Liveblocks** (liveblocks): AN Score 8.5 | Execution 8.7 | Access 8.2 | Tier L4 → /service/liveblocks
- **PartyKit** (partykit): AN Score 8.2 | Execution 8.3 | Access 8.0 | Tier L4 → /service/partykit
- **Replicache** (replicache): AN Score 7.8 | Execution 7.9 | Access 7.6 | Tier L3 → /service/replicache
- **Ably** (ably): AN Score 7.5 | Execution 7.7 | Access 7.0 | Tier L3 → /service/ably
- **Centrifugo** (centrifugo): AN Score 7.5 | Execution 7.7 | Access 7.2 | Tier L3 → /service/centrifugo
- **Soketi** (soketi): AN Score 7.2 | Execution 7.4 | Access 7.0 | Tier L3 → /service/soketi

### Reverse-etl (3 scored)
- **Census** (census): AN Score 7.7 | Execution 7.8 | Access 7.4 | Tier L3 → /service/census
- **Hightouch** (hightouch): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/hightouch
- **Polytomic** (polytomic): AN Score 6.9 | Execution 7.1 | Access 6.5 | Tier L3 → /service/polytomic

### Scheduling (4 scored)
- **QStash** (qstash): AN Score 8.3 | Execution 8.5 | Access 7.9 | Tier L4 → /service/qstash
- **Trevor.io** (trevor-io): AN Score 7.2 | Execution 7.3 | Access 6.9 | Tier L3 → /service/trevor-io
- **Mergent** (mergent): AN Score 6.9 | Execution 7.2 | Access 6.3 | Tier L3 → /service/mergent
- **Cronitor** (cronitor): AN Score 6.8 | Execution 7.1 | Access 6.2 | Tier L3 → /service/cronitor

### Screenshots (8 scored)
- **HTML/CSS to Image** (htmlcsstoimage): AN Score 7.6 | Execution 7.8 | Access 7.3 | Tier L3 → /service/htmlcsstoimage
- **ApiFlash** (apiflash): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/apiflash
- **ScreenshotAPI** (screenshotapi): AN Score 7.4 | Execution 7.6 | Access 7.1 | Tier L3 → /service/screenshotapi
- **URLBox** (urlbox): AN Score 7.1 | Execution 7.3 | Access 6.8 | Tier L3 → /service/urlbox
- **ScreenshotOne** (screenshotone): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/screenshotone
- **URL2PNG** (url2png): AN Score 6.9 | Execution 7.1 | Access 6.5 | Tier L3 → /service/url2png
- **Screenshot Machine** (screenshotmachine): AN Score 6.8 | Execution 7.0 | Access 6.4 | Tier L3 → /service/screenshotmachine
- **screenshotlayer** (screenshotlayer): AN Score 6.5 | Execution 6.7 | Access 6.0 | Tier L3 → /service/screenshotlayer

### Sdk-tooling (10 scored)
- **Mintlify** (mintlify): AN Score 8.5 | Execution 8.4 | Access 8.6 | Tier L4 → /service/mintlify
- **ONNX Runtime** (onnxruntime): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/onnxruntime
- **Speakeasy** (speakeasy): AN Score 8.3 | Execution 8.3 | Access 8.4 | Tier L4 → /service/speakeasy
- **Driver.js** (driverjs): AN Score 8.3 | Execution 8.2 | Access 8.1 | Tier L4 → /service/driverjs
- **CopilotKit** (copilotkit): AN Score 8.3 | Execution 8.3 | Access 8.2 | Tier L4 → /service/copilotkit
- **TensorFlow Lite** (tflite): AN Score 8.0 | Execution 8.1 | Access 7.8 | Tier L4 → /service/tflite
- **ReadMe** (readme-io): AN Score 7.6 | Execution 7.7 | Access 7.3 | Tier L3 → /service/readme-io
- **Stainless** (stainless): AN Score 7.5 | Execution 7.7 | Access 7.0 | Tier L3 → /service/stainless
- **Treblle** (treblle): AN Score 7.1 | Execution 7.3 | Access 6.8 | Tier L3 → /service/treblle
- **OpenAPI Generator** (openapi-generator): AN Score 6.8 | Execution 7.0 | Access 6.5 | Tier L3 → /service/openapi-generator

### Search (13 scored)
- **Algolia** (algolia): AN Score 9.0 | Execution 9.0 | Access 9.1 | Tier L4 → /service/algolia
- **Elasticsearch** (elasticsearch): AN Score 8.9 | Execution 9.0 | Access 8.6 | Tier L4 → /service/elasticsearch
- **Meilisearch** (meilisearch): AN Score 8.7 | Execution 8.7 | Access 8.8 | Tier L4 → /service/meilisearch
- **Exa** (exa): AN Score 8.7 | Execution 8.7 | Access 8.8 | Tier L4 → /service/exa
- **Tavily** (tavily): AN Score 8.6 | Execution 8.6 | Access 8.7 | Tier L4 → /service/tavily
- **Typesense** (typesense): AN Score 8.6 | Execution 8.6 | Access 8.7 | Tier L4 → /service/typesense
- **Azure AI Search** (azure-cognitive-search): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/azure-cognitive-search
- **OpenSearch** (opensearch): AN Score 8.5 | Execution 8.7 | Access 8.2 | Tier L4 → /service/opensearch
- **Jina AI** (jina-ai): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/jina-ai
- **Serper API** (serper-api): AN Score 8.0 | Execution 8.2 | Access 7.8 | Tier L4 → /service/serper-api
- **Trieve** (trieve): AN Score 8.0 | Execution 8.2 | Access 7.7 | Tier L4 → /service/trieve
- **Sourcegraph** (sourcegraph): AN Score 7.4 | Execution 7.6 | Access 6.9 | Tier L3 → /service/sourcegraph
- **Brave Search** (brave-search-api): AN Score 7.1 | Execution 7.5 | Access 6.4 | Tier L3 → /service/brave-search-api

### Secrets (5 scored)
- **HashiCorp Vault** (hashicorp-vault): AN Score 8.7 | Execution 8.8 | Access 8.5 | Tier L4 → /service/hashicorp-vault
- **Doppler** (doppler): AN Score 8.5 | Execution 8.6 | Access 8.3 | Tier L4 → /service/doppler
- **Bitwarden Secrets Manager** (bitwarden-secrets): AN Score 8.0 | Execution 8.1 | Access 7.8 | Tier L4 → /service/bitwarden-secrets
- **AWS Secrets Manager** (aws-secrets-manager): AN Score 7.5 | Execution 7.7 | Access 7.0 | Tier L3 → /service/aws-secrets-manager
- **Infisical** (infisical): AN Score 6.6 | Execution 7.0 | Access 5.9 | Tier L3 → /service/infisical

### Security-scanning (10 scored)
- **Snyk** (snyk): AN Score 8.8 | Execution 8.8 | Access 8.8 | Tier L4 → /service/snyk
- **Semgrep** (semgrep): AN Score 8.7 | Execution 8.7 | Access 8.6 | Tier L4 → /service/semgrep
- **Chainguard** (chainguard): AN Score 8.7 | Execution 8.6 | Access 8.5 | Tier L4 → /service/chainguard
- **CrowdStrike Falcon API** (crowdstrike): AN Score 8.4 | Execution 8.6 | Access 8.0 | Tier L4 → /service/crowdstrike
- **Aqua Security** (aqua-security): AN Score 7.8 | Execution 7.9 | Access 7.5 | Tier L3 → /service/aqua-security
- **Lacework** (lacework): AN Score 7.7 | Execution 7.8 | Access 7.3 | Tier L3 → /service/lacework
- **Checkmarx** (checkmarx): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/checkmarx
- **Sonatype Nexus** (sonatype): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/sonatype
- **SonarQube** (sonarqube): AN Score 7.2 | Execution 7.4 | Access 6.7 | Tier L3 → /service/sonarqube
- **Trivy** (trivy): AN Score 7.1 | Execution 7.3 | Access 6.8 | Tier L3 → /service/trivy

### Social (7 scored)
- **Slack** (slack): AN Score 7.2 | Execution 7.8 | Access 6.4 | Tier L3 → /service/slack
- **Bluesky** (bluesky): AN Score 7.1 | Execution 7.4 | Access 6.5 | Tier L3 → /service/bluesky
- **Mastodon** (mastodon): AN Score 6.8 | Execution 7.0 | Access 6.2 | Tier L3 → /service/mastodon
- **Reddit** (reddit): AN Score 6.7 | Execution 7.0 | Access 5.8 | Tier L3 → /service/reddit
- **Bluesky API** (bluesky-api): AN Score 6.2 | Execution 6.6 | Access 5.7 | Tier L3 → /service/bluesky-api
- **Twitter API** (twitter-api): AN Score 4.2 | Execution 5.5 | Access 2.8 | Tier L2 → /service/twitter-api
- **LinkedIn API** (linkedin-api): AN Score 3.8 | Execution 5.2 | Access 2.6 | Tier L1 → /service/linkedin-api

### Sso-directory (5 scored)
- **Microsoft Entra ID** (microsoft-entra): AN Score 7.5 | Execution 7.7 | Access 6.9 | Tier L3 → /service/microsoft-entra
- **JumpCloud** (jumpcloud): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/jumpcloud
- **SSOReady** (ssoready): AN Score 7.2 | Execution 7.4 | Access 6.9 | Tier L3 → /service/ssoready
- **OneLogin** (onelogin): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/onelogin
- **Osso** (osso): AN Score 6.9 | Execution 7.2 | Access 6.5 | Tier L3 → /service/osso

### Storage (12 scored)
- **AWS S3** (aws-s3): AN Score 9.2 | Execution 9.2 | Access 9.3 | Tier L4 → /service/aws-s3
- **Google Cloud Storage** (google-cloud-storage): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/google-cloud-storage
- **Azure Blob Storage** (azure-blob): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/azure-blob
- **Uploadcare** (uploadcare): AN Score 7.7 | Execution 7.9 | Access 7.3 | Tier L3 → /service/uploadcare
- **Filestack** (filestack): AN Score 7.6 | Execution 7.7 | Access 7.3 | Tier L3 → /service/filestack
- **Cloudflare R2** (cloudflare-r2): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/cloudflare-r2
- **MinIO** (minio): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/minio
- **UploadThing** (uploadthing): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/uploadthing
- **Backblaze B2** (backblaze): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/backblaze
- **Dropbox** (dropbox): AN Score 7.0 | Execution 7.4 | Access 6.3 | Tier L3 → /service/dropbox
- **Box** (box): AN Score 6.8 | Execution 7.2 | Access 6.1 | Tier L3 → /service/box
- **Wasabi** (wasabi): AN Score 6.3 | Execution 6.8 | Access 5.5 | Tier L3 → /service/wasabi

### Subscription-billing (5 scored)
- **RevenueCat** (revenuecat): AN Score 8.7 | Execution 8.8 | Access 8.4 | Tier L4 → /service/revenuecat
- **Chargebee** (chargebee): AN Score 8.6 | Execution 8.6 | Access 8.7 | Tier L4 → /service/chargebee
- **Lago** (lago): AN Score 8.4 | Execution 8.4 | Access 8.5 | Tier L4 → /service/lago
- **Orb** (orb-billing): AN Score 8.2 | Execution 8.3 | Access 7.9 | Tier L4 → /service/orb-billing
- **Recurly** (recurly): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/recurly

### Survey (5 scored)
- **SurveySparrow** (surveysparrow): AN Score 7.8 | Execution 8.0 | Access 7.5 | Tier L3 → /service/surveysparrow
- **Formbricks** (formbricks): AN Score 7.7 | Execution 7.8 | Access 7.3 | Tier L3 → /service/formbricks
- **Qualtrics** (qualtrics): AN Score 7.3 | Execution 7.5 | Access 6.8 | Tier L3 → /service/qualtrics
- **SurveyMonkey** (surveymonkey): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/surveymonkey
- **Paperform** (paperform): AN Score 6.8 | Execution 7.0 | Access 6.5 | Tier L3 → /service/paperform

### Testing (14 scored)
- **Playwright (local testing)** (playwright-local-v2): AN Score 9.0 | Execution 9.1 | Access 8.8 | Tier L4 → /service/playwright-local-v2
- **Vitest** (vitest-v2): AN Score 8.8 | Execution 8.9 | Access 8.6 | Tier L4 → /service/vitest-v2
- **Playwright** (playwright-v2): AN Score 8.8 | Execution 9.0 | Access 8.5 | Tier L4 → /service/playwright-v2
- **Testing Library** (testing-library-v2): AN Score 8.8 | Execution 8.9 | Access 8.7 | Tier L4 → /service/testing-library-v2
- **MSW (Mock Service Worker)** (msw-v2): AN Score 8.7 | Execution 8.9 | Access 8.5 | Tier L4 → /service/msw-v2
- **Grafana k6** (k6): AN Score 8.6 | Execution 8.8 | Access 8.3 | Tier L4 → /service/k6
- **Storybook** (storybook-v2): AN Score 8.6 | Execution 8.7 | Access 8.4 | Tier L4 → /service/storybook-v2
- **Jest** (jest-v3): AN Score 8.6 | Execution 8.7 | Access 8.5 | Tier L4 → /service/jest-v3
- **Cypress** (cypress): AN Score 8.5 | Execution 8.7 | Access 8.2 | Tier L4 → /service/cypress
- **Supertest** (supertest-v2): AN Score 8.3 | Execution 8.5 | Access 8.2 | Tier L4 → /service/supertest-v2
- **BrowserStack** (browserstack): AN Score 7.2 | Execution 7.6 | Access 6.5 | Tier L3 → /service/browserstack
- **Cypress Cloud** (cypress-cloud): AN Score 7.1 | Execution 7.5 | Access 6.4 | Tier L3 → /service/cypress-cloud
- **Sauce Labs** (sauce-labs): AN Score 7.0 | Execution 7.4 | Access 6.3 | Tier L3 → /service/sauce-labs
- **LambdaTest** (lambdatest): AN Score 6.7 | Execution 7.1 | Access 6.0 | Tier L3 → /service/lambdatest

### Testing-automation (5 scored)
- **Applitools** (applitools): AN Score 7.8 | Execution 8.0 | Access 7.4 | Tier L3 → /service/applitools
- **Percy** (percy): AN Score 7.7 | Execution 7.9 | Access 7.3 | Tier L3 → /service/percy
- **Playwright Cloud (Microsoft)** (playwright-cloud): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/playwright-cloud
- **Mabl** (mabl): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/mabl
- **Testim** (testim): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/testim

### Time-tracking (9 scored)
- **Hubstaff** (hubstaff): AN Score 8.1 | Execution 8.3 | Access 8.0 | Tier L3 → /service/hubstaff
- **Tempo** (tempo): AN Score 8.1 | Execution 8.2 | Access 7.8 | Tier L3 → /service/tempo
- **Everhour** (everhour): AN Score 8.0 | Execution 8.1 | Access 7.8 | Tier L3 → /service/everhour
- **Toggl Track API** (toggl-api): AN Score 7.8 | Execution 8.0 | Access 7.4 | Tier L3 → /service/toggl-api
- **QuickBooks Time** (quickbooks-time): AN Score 7.8 | Execution 7.9 | Access 7.6 | Tier L3 → /service/quickbooks-time
- **TimeCamp** (timecamp): AN Score 7.5 | Execution 7.7 | Access 7.4 | Tier L3 → /service/timecamp
- **Toggl Track** (toggl): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/toggl
- **Harvest** (harvest): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/harvest
- **Clockify** (clockify): AN Score 7.0 | Execution 7.2 | Access 6.7 | Tier L3 → /service/clockify

### Translation (5 scored)
- **Google Cloud Translation API** (gcp-translation): AN Score 8.3 | Execution 8.4 | Access 8.0 | Tier L4 → /service/gcp-translation
- **Amazon Translate** (amazon-translate): AN Score 8.2 | Execution 8.4 | Access 7.8 | Tier L4 → /service/amazon-translate
- **Azure AI Translator** (azure-translator): AN Score 8.1 | Execution 8.3 | Access 7.7 | Tier L4 → /service/azure-translator
- **DeepL** (deepl): AN Score 7.3 | Execution 7.7 | Access 6.6 | Tier L3 → /service/deepl
- **Google Cloud Translation** (google-translate): AN Score 7.0 | Execution 7.3 | Access 6.4 | Tier L3 → /service/google-translate

### Vector-database (9 scored)
- **Qdrant Cloud** (qdrant-cloud): AN Score 8.7 | Execution 8.9 | Access 8.4 | Tier L4 → /service/qdrant-cloud
- **Zilliz Cloud (Milvus)** (milvus-cloud): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/milvus-cloud
- **Chroma** (chroma): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/chroma
- **Turbopuffer** (turbopuffer): AN Score 8.2 | Execution 8.3 | Access 8.0 | Tier L4 → /service/turbopuffer
- **LanceDB** (lancedb): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/lancedb
- **Qdrant** (qdrant): AN Score 7.4 | Execution 7.8 | Access 6.7 | Tier L3 → /service/qdrant
- **Vectara** (vectara): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/vectara
- **Marqo** (marqo): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/marqo
- **Milvus** (milvus): AN Score 6.8 | Execution 7.2 | Access 6.1 | Tier L3 → /service/milvus

### Video (7 scored)
- **HeyGen** (heygen): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/heygen
- **Tavus** (tavus): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/tavus
- **Cloudinary Video** (cloudinary-video): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/cloudinary-video
- **Cloudflare Stream** (cloudflare-stream): AN Score 7.4 | Execution 7.6 | Access 7.0 | Tier L3 → /service/cloudflare-stream
- **Vimeo API** (vimeo-api): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/vimeo-api
- **Bunny.net Stream** (bunny-stream): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/bunny-stream
- **api.video** (api-video): AN Score 6.9 | Execution 7.2 | Access 6.3 | Tier L3 → /service/api-video

### Video-conferencing (7 scored)
- **LiveKit** (livekit): AN Score 8.6 | Execution 8.8 | Access 8.3 | Tier L4 → /service/livekit
- **Agora** (agora): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/agora
- **Daily** (daily): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/daily
- **100ms** (100ms): AN Score 8.2 | Execution 8.4 | Access 7.9 | Tier L4 → /service/100ms
- **Stream Video** (stream-video): AN Score 7.6 | Execution 7.9 | Access 7.2 | Tier L3 → /service/stream-video
- **Vonage Video** (vonage-video): AN Score 7.5 | Execution 8.0 | Access 7.0 | Tier L3 → /service/vonage-video
- **Amazon Chime SDK** (amazon-chime-sdk): AN Score 7.2 | Execution 7.7 | Access 6.7 | Tier L3 → /service/amazon-chime-sdk

### Web-scraping (6 scored)
- **Firecrawl (v3 catalog)** (firecrawl-v3): AN Score 8.8 | Execution 8.9 | Access 8.6 | Tier L4 → /service/firecrawl-v3
- **Bright Data** (bright-data): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/bright-data
- **Crawl4AI** (crawl4ai): AN Score 8.5 | Execution 8.7 | Access 8.2 | Tier L4 → /service/crawl4ai
- **ScraperAPI** (scraperapi): AN Score 7.6 | Execution 7.8 | Access 7.3 | Tier L3 → /service/scraperapi
- **Oxylabs** (oxylabs): AN Score 7.3 | Execution 7.5 | Access 6.7 | Tier L3 → /service/oxylabs
- **Crawlbase** (crawlbase): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/crawlbase

### Web3 (5 scored)
- **Alchemy** (alchemy): AN Score 7.5 | Execution 7.7 | Access 7.1 | Tier L3 → /service/alchemy
- **QuickNode** (quicknode): AN Score 7.3 | Execution 7.5 | Access 6.9 | Tier L3 → /service/quicknode
- **Infura** (infura): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/infura
- **Thirdweb** (thirdweb): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/thirdweb
- **Moralis** (moralis): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/moralis

### Webhooks (5 scored)
- **Hookdeck** (hookdeck): AN Score 8.6 | Execution 8.6 | Access 8.7 | Tier L4 → /service/hookdeck
- **Svix** (svix): AN Score 8.5 | Execution 8.5 | Access 8.6 | Tier L4 → /service/svix
- **Convoy** (convoy-webhooks): AN Score 8.0 | Execution 8.2 | Access 7.6 | Tier L4 → /service/convoy-webhooks
- **Standard Webhooks** (standardwebhooks): AN Score 7.5 | Execution 7.6 | Access 7.8 | Tier L3 → /service/standardwebhooks
- **ngrok** (ngrok): AN Score 6.9 | Execution 7.3 | Access 6.2 | Tier L3 → /service/ngrok

### Workflow-automation (10 scored)
- **Pipedream** (pipedream): AN Score 8.5 | Execution 8.5 | Access 8.6 | Tier L4 → /service/pipedream
- **n8n** (n8n): AN Score 8.5 | Execution 8.6 | Access 8.3 | Tier L4 → /service/n8n
- **Composio** (composio): AN Score 8.4 | Execution 8.5 | Access 8.2 | Tier L4 → /service/composio
- **Make (Integromat)** (make-v2): AN Score 8.3 | Execution 8.4 | Access 8.1 | Tier L4 → /service/make-v2
- **Activepieces** (activepieces): AN Score 8.2 | Execution 8.3 | Access 8.0 | Tier L4 → /service/activepieces
- **Tray.io** (tray-io): AN Score 7.2 | Execution 7.4 | Access 6.8 | Tier L3 → /service/tray-io
- **Make (API)** (make-api): AN Score 7.1 | Execution 7.3 | Access 6.7 | Tier L3 → /service/make-api
- **Toolhouse** (toolhouse): AN Score 6.9 | Execution 7.2 | Access 6.3 | Tier L3 → /service/toolhouse
- **IFTTT** (ifttt): AN Score 6.8 | Execution 7.0 | Access 6.4 | Tier L3 → /service/ifttt
- **Make** (make): AN Score 6.5 | Execution 6.9 | Access 5.8 | Tier L3 → /service/make

### Workflow-orchestration (9 scored)
- **Temporal Cloud** (temporal-cloud): AN Score 8.6 | Execution 8.8 | Access 8.3 | Tier L4 → /service/temporal-cloud
- **Dagster** (dagster): AN Score 8.6 | Execution 8.7 | Access 8.3 | Tier L4 → /service/dagster
- **Mastra** (mastra): AN Score 8.5 | Execution 8.5 | Access 8.4 | Tier L4 → /service/mastra
- **Prefect** (prefect): AN Score 8.5 | Execution 8.6 | Access 8.2 | Tier L4 → /service/prefect
- **Metaflow** (metaflow): AN Score 8.4 | Execution 8.5 | Access 8.1 | Tier L4 → /service/metaflow
- **Restate** (restate): AN Score 8.4 | Execution 8.6 | Access 8.1 | Tier L4 → /service/restate
- **Camunda** (camunda): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/camunda
- **Hatchet** (hatchet): AN Score 8.3 | Execution 8.5 | Access 8.0 | Tier L4 → /service/hatchet
- **Kestra** (kestra): AN Score 7.1 | Execution 7.3 | Access 6.8 | Tier L3 → /service/kestra

## Evidence Tiers
Each service has an evidence tier indicating the depth of evaluation:
- **Verified** (50+ evidence records): extensive runtime testing
- **Tested** (1-49 evidence records): some runtime evidence collected
- **Assessed** (0 evidence records): scored from documentation analysis
- **Pending**: not yet evaluated

## Trust & Methodology
- Trust overview: https://rhumb.dev/trust
- Full 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
- Glossary: https://rhumb.dev/glossary
- About the team: https://rhumb.dev/about

## Links
- Website: https://rhumb.dev
- GitHub: https://github.com/supertrained/rhumb
- MCP: npx -y --package rhumb-mcp@latest rhumb-mcp
- Public agent capabilities: https://rhumb.dev/.well-known/agent-capabilities.json
- Twitter: https://x.com/pedrorhumb