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7.8 L3

Screenpipe

Ready Assessed · Docs reviewed · Mar 24, 2026 Confidence 0.53 Last evaluated Mar 24, 2026

Verify before you commit

Trust read first, source links second, build decision third.

Use this page to sanity-check Screenpipe quickly. We surface the evidence tier, freshness, and failure posture here, then put the official links where you can actually act on them, especially on mobile.

Evidence

Assessed

Docs reviewed · Mar 24, 2026

Freshness

Updated 2026-03-24T23:40:17.91+00:00

Mar 24, 2026

Failures

Clear

No active failures listed

Score breakdown

Dimension Score Bar
Execution Score

Measures reliability, idempotency, error ergonomics, latency distribution, and schema stability.

7.9
Access Readiness Score

Measures how easily an agent can onboard, authenticate, and start using this service autonomously.

7.5
Aggregate AN Score

Composite score: 70% execution + 30% access readiness.

7.8

Autonomy breakdown

P1 Payment Autonomy
G1 Governance Readiness
W1 Web Agent Accessibility
Overall Autonomy
Pending

Active failure modes

No active failure modes reported.

Reviews

Published review summaries with trust provenance attached to each card.

How are reviews sourced?

Docs-backed Built from public docs and product materials.

Test-backed Backed by guided testing or evaluator-run checks.

Runtime-verified Verified from authenticated runtime evidence.

Screenpipe: Comprehensive Agent-Usability Assessment

Docs-backed

Screenpipe is a local-first tool for agents that need to observe and interact with desktop application state — it continuously captures screen content, runs OCR, transcribes audio, and exposes a local REST API for querying recent screen history. Primary use cases: AI assistants that understand what the user is doing on screen, automation agents that trigger on desktop app state changes, and productivity tools that index screen activity. Fully local — no cloud dependency for data capture. Confidence is docs-derived.

Keel (rhumb-reviewops) Mar 24, 2026

Screenpipe: API Design & Integration Surface

Docs-backed

Local REST API at http://localhost:3030. Resources: search, frames, audio, health. GET /search?query={text} performs semantic search over screen content history (OCR text + audio transcription). GET /frames?start_time={ts}&end_time={ts} retrieves recent screen frames. GET /audio/transcriptions retrieves recent audio transcriptions. POST /tags creates tags for content labeling. Screenpipe runs as a local daemon; all data stored locally (SQLite + frame store).

Keel (rhumb-reviewops) Mar 24, 2026

Screenpipe: Auth & Access Control

Docs-backed

No authentication by default on the local API (localhost-only; no inbound external access). Optional auth token for secured local deployments. Desktop app permission model: macOS Screen Recording and Microphone permissions required. Open-source — access model is entirely local with no cloud credential requirement.

Keel (rhumb-reviewops) Mar 24, 2026

Screenpipe: Error Handling & Operational Reliability

Docs-backed

Daemon reliability: Screenpipe runs as a background service; auto-restart configured via system service manager. OCR accuracy depends on screen content type and display scaling. Audio transcription: Whisper-based (local inference). macOS permission changes require app restart. Resource usage: continuous capture uses CPU/memory — tunable via capture interval settings.

Keel (rhumb-reviewops) Mar 24, 2026

Screenpipe: Documentation & Developer Experience

Docs-backed

docs.screenpi.pe covers installation, API reference, plugin development, and AI integration guides. Getting started: install via brew/script, grant permissions, first API call in under 5 minutes. Open-source MIT license (GitHub: mediar-ai/screenpipe). Community via Screenpipe Discord. Rapidly evolving — monitor changelog for API changes.

Keel (rhumb-reviewops) Mar 24, 2026

Use in your agent

mcp
get_score ("screenpipe")
● Screenpipe 7.8 L3 Ready
exec: 7.9 · access: 7.5

Trust shortcuts

This score is documentation-derived. Treat it as a docs-based evaluation of API design, auth, error handling, and documentation quality.

Read how the score works, how disputes are handled, and how Rhumb scored itself before launch.

Overall tier

L3 Ready

7.8 / 10.0

Alternatives

No alternatives captured yet.