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Queen Registry

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Crawls and grades MCP servers deterministically, providing a registry, leaderboard, and API to query server grades and submit feedback.

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About

Crawls and grades MCP servers deterministically, providing a registry, leaderboard, and API to query server grades and submit feedback.

README

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.

Connect

mcpqueen is a remote, no-auth, effectively read-only MCP server — safe to keep connected as your discovery broker (only submit_feedback writes, and it just enqueues a quarantined field report). Ask your agent to search_servers for a task before it commits to an MCP.

Claude Code (native HTTP):

claude mcp add --transport http mcpqueen https://mcpqueen.com/mcp

OpenClaw / Claude Desktop / any stdio client — via the mcp-remote bridge; add to your mcpServers config (~/.openclaw/openclaw.json, claude_desktop_config.json, …):

{
  "mcpServers": {
    "mcpqueen": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://mcpqueen.com/mcp"]
    }
  }
}

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: search_servers, search_tools (the discovery brokers), 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).

from github.com/mcpqueen/mcpqueen

Installing Queen Registry

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/mcpqueen/mcpqueen

FAQ

Is Queen Registry MCP free?

Yes, Queen Registry MCP is free — one-click install via Unyly at no cost.

Does Queen Registry need an API key?

No, Queen Registry runs without API keys or environment variables.

Is Queen Registry hosted or self-hosted?

A hosted option is available: Unyly runs the server in the cloud, no local setup required.

How do I install Queen Registry in Claude Desktop, Claude Code or Cursor?

Open Queen Registry on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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