AI assistant integration for Leaf — track books, log reading sessions, and manage your library.
Cloud & Infrav1.0.0streamable-httpmcp.readwithleaf.app
| Criterion | Points | Observed |
|---|---|---|
| reachability | 18 / 25 | HTTP 401 in 2352ms — auth required; WWW-Authenticate present: "Bearer error="invalid_token", error_description="No authorization provided", resource_metadata="https://mcp.readwithleaf" |
| protocol | 0 / 15 | handshake not reachable behind auth — unverified |
| tooling | 0 / 0 | auth-gated — tooling unverifiable, excluded from score (grade marked provisional) |
| latency | 4 / 10 | initialize round-trip 2352ms |
| provenance | 12 / 15 | description present; no repository URL; version 1.0.0; namespace app.readwithleaf matches endpoint/repo |
Score 52/100 · latency 2352ms · — tools · auth: auth-wellbehaved
Live badge, re-probed continuously — put it in your README:
[](https://mcpqueen.com/s/app.readwithleaf/leaf)
Think the grade is wrong? Fix the finding the evidence shows, then the next probe cycle picks it up automatically (full cycle ≈ 3 days) — or open a dispute via the MCP endpoint.
Email alerts when the grade changes or the endpoint stops answering. Double-opt-in, one-click unwatch, free while in beta.
| When (UTC) | Grade | Score | Latency |
|---|---|---|---|
| 2026-07-12 19:18 | D | 52 | 2352ms |