MCP Queen Registry
Crawls and grades MCP servers deterministically, providing a registry, leaderboard, and API to query server grades and submit feedback.
README
mcpqueen.com — the graded MCP registry
LIVE at https://mcpqueen.com (Cloudflare Worker, launched 2026-07-12). Crawls the official MCP registry, probes every remote server, grades it deterministically with verbatim evidence, and publishes the results. Evidence discipline from Constat/Clarity, personality on top.
Why this is different (for agents and humans alike)
Every other MCP directory lists; this one verifies. Each remote server is probed live over streamable HTTP and graded on five criteria — and every point carries the verbatim observation that earned it. Unverifiable dimensions (auth-gated tooling) are marked provisional, never guessed. No stars, no votes, no pay-to-rank — probes only, continuously re-run.
Agents: connect to https://mcpqueen.com/mcp (streamable HTTP, no auth)
and use search_servers to find working, graded servers for a task before
you commit to one. Machine surfaces: /api/grades.json
· /api/changes.json ·
/llms.txt. Registry name:
com.mcpqueen/registry.
Architecture (single Worker)
src/worker.ts— everything: registry crawler, prober/grader, HTML pages, JSON API, and mcpqueen's own MCP endpoint.public/— static landing (crown data-rain + Vex the fox) served via the assets binding; the Worker handles all non-asset routes.- D1 database
mcpqueen(schema.sql): servers, probes, latest_grades, feedback (quarantined agent field reports), meta (sync cursor). - Cron
*/15 * * * *: sync 4 registry pages + probe the 30 stalest remotes (~2,900 probes/day; full re-probe cycle ≈ 2.7 days over ~7.7K remotes).
Routes
| Route | What |
|---|---|
/ |
landing (static) |
/registry |
leaderboard + methodology |
/s/<registry-name> |
per-server grade with evidence + probe history |
/api/grades.json |
grades as JSON (CORS open) |
/mcp |
mcpqueen's MCP server: list_grades, get_server_grade, submit_feedback |
/mcp-info |
for-agents page |
/admin/* |
operator endpoints (key-gated) |
Grading rubric (deterministic, every point carries its observation)
reachability 25 · protocol 15 · tooling 35 (tools/list, described %, typed %,
description depth) · latency 10 · provenance 15 (metadata + namespace↔domain
match). Auth-gated servers are scored on the verifiable subset and marked
provisional. Agent feedback via submit_feedback is quarantined for human
review — never auto-published, never affects grades directly.
Deploy
npm run deploy # wrangler deploy (any Cloudflare API token with Workers + D1 write)
npm run db:schema # apply schema.sql to remote D1
Custom domains mcpqueen.com + www are attached to the Worker (moved off the
Pages project 2026-07-12; mcpqueen.pages.dev still exists as a static preview of
public/ only — it has no /registry).
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