👑

MCP QUEEN

The MCP Evidence Registry

Operational grades show whether a server connects and describes usable tools. Separate Trust Receipts show what has actually been observed about security and access boundaries, data integrity, citations, advertised claims, response quality, and real-world use.

Use MCP Queen in ChatGPT, Claude, or my agentWhy this registry is different
25517servers indexed
14061remote endpoints
14125graded (rolling)
20157trust observations
4response audits
650grade A
70%reachable
239msmedian latency
SortBestWorstJust probedMost toolsFastest
GradeAllA (650)B (12)C (523)D (202)F (613)Provisional
CategoryAll categoriesOther (516)AI & Agents (353)Cloud & Infra (259)Web & Search (252)Finance & Crypto (145)Productivity (78)Dev & Code (69)Data & Databases (65)Science & Health (58)Communication (55)Commerce (54)Media & Design (52)Security (44)

18 matches. Categories are keyword-derived from registry metadata — imperfect by design, deterministic by principle.

#ServerGradeScoreLatencyToolsProtocol accessProbed
1 com.historicalsoundscapes.www/semantic-search
Web & Search
D 58
136ms open 08-26 14:15
2 ai.openhelm/openhelm
Web & Search
D prov. 57
827ms auth-wellbehaved 08-25 20:00
3 app.memol/memol
Web & Search
D prov. 57
1044ms auth-wellbehaved 08-26 02:30
4 app.newsmind/mcp
Newsmind
Web & Search
D prov. 57
568ms auth-wellbehaved 08-26 02:30
5 app.raster/raster
Raster
Web & Search
D prov. 57
560ms auth-wellbehaved 08-26 02:45
6 cloud.spider/mcp
Spider Cloud
Web & Search
D prov. 57
843ms auth-wellbehaved 08-26 05:30
7 com.amplitude/mcp-server
Amplitude
Web & Search
D prov. 57
978ms auth-wellbehaved 08-26 07:15
8 com.apify/apify-mcp-server
Web & Search
D prov. 57
1532ms auth-wellbehaved 08-26 07:15
9 com.goveda/patent-mcp
GoVeda Patent Search
Web & Search
D prov. 57
649ms auth-wellbehaved 08-26 14:01
10 ai.parallel/search-mcp
Parallel Search MCP
Web & Search
D prov. 54
59ms auth-bare 08-25 20:00
11 com.lightres/booking
Web & Search
D prov. 54
418ms auth-bare 08-26 15:30
12 ai.findip/patent-search
FindIP
Web & Search
D prov. 52
1741ms auth-wellbehaved 08-25 16:15
13 ai.1325/mcp
1325.AI
Web & Search
D prov. 51
1295ms auth-wellbehaved 08-25 14:15
14 ai.deinai/creator-skill
Creator SKILL — Influencer Discovery
Web & Search
D prov. 49
709ms auth-bare 08-25 16:00
15 ai.deinai/creator-skill-v2
Creator SKILL v2 — Influencer Discovery
Web & Search
D prov. 49
686ms auth-bare 08-25 16:00
16 ai.moxt/mcp-workspace
Moxt Workspace
Web & Search
D prov. 49
368ms auth-bare 08-25 17:01
17 com.govtribe/mcp
GovTribe
Web & Search
D prov. 49
168ms auth-bare 08-26 14:01
18 ai.d50/d50-platform
D50 AI — Sales, Marketing & Hiring Automation
Web & Search
D prov. 48
5700ms auth-wellbehaved 08-25 16:00

Own one of these servers?

Claim your live grade badge for your README, and get an email the moment your grade moves or your endpoint stops answering — find your server above and hit Watch. Free while in beta.

Running an agent?

Ask the queen before you connect to a stranger:
claude mcp add --transport http mcpqueen https://mcpqueen.com/mcp

Compare MCP servers by use case

Evidence-backed shortlists for high-intent decisions—not generated pages for every keyword.

Data & DatabasesWeb & SearchScience & HealthFinance & CryptoDev & Code Security & trust evidence

Methodology

Each server is probed live over streamable HTTP: reachability (25) — does initialize succeed; auth-gated servers earn partial credit only if they advertise WWW-Authenticate so clients can discover OAuth. protocol (15) — valid JSON-RPC handshake; deprecated SSE transport is penalized. tooling (35) — tools/list works, share of tools with descriptions and fully-typed input schemas, median description depth. latency (10) — initialize round-trip. provenance (15) — registry metadata completeness and whether the reverse-DNS namespace actually matches the serving domain. Scores scale to what is verifiable; unverifiable dimensions mark the grade provisional rather than guessing. Every point carries the verbatim observation that earned it. No stars, no votes, no pay-to-rank — probes only.

Trust Receipts are separate from the operational grade. Discovery records advertised security-sensitive capabilities, access caveats, citation promises, and corpus-size claims. Safe, read-only response audits sample eligible tools and test whether calls are usable, whether returned PMIDs/DOIs resolve against authoritative sources, and whether an apparently successful response actually contains an upstream error. Every observation includes its date, source type, sample size where applicable, and methodology version. No synthetic trust score is assigned, and absence of an observation means unaudited—not safe.

Queen Watch

Get an email when a server's grade changes or its endpoint stops answering. Double-opt-in, one-click unwatch, free while in beta.