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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
25529servers indexed
14062remote endpoints
14130graded (rolling)
20205trust 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)

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

#ServerGradeScoreLatencyToolsProtocol accessProbed
1 ai.aient/mcp
Dev & Code
C prov. 66
194ms auth-wellbehaved 08-25 14:30
2 ai.smithery/docfork-mcp
Dev & Code
C prov. 66
318ms auth-wellbehaved 08-25 22:15
3 ai.smithery/Nekzus-npm-sentinel-mcp
Dev & Code
C prov. 66
329ms auth-wellbehaved 08-25 21:15
4 builders.bridgetown/bridge-town
Bridge Town
Dev & Code
C prov. 66
381ms auth-wellbehaved 08-26 05:00
5 com.avalara/docs
Avalara Developer Documentation
Dev & Code
C prov. 66
90ms auth-wellbehaved 08-26 07:30
6 com.githits/githits
GitHits
Dev & Code
C prov. 66
454ms auth-wellbehaved 08-26 13:15
7 com.instapods/instapods
InstaPods
Dev & Code
C prov. 66
166ms auth-wellbehaved 08-26 14:30
8 ai.trendsmcp/trends
Trends MCP
Dev & Code
C 65
499ms open 08-26 01:00
9 com.gitlab/mcp
Dev & Code
C prov. 63
174ms auth-wellbehaved 08-26 13:15
10 ai.appdeploy/deploy-app
AppDeploy
Dev & Code
C prov. 62
437ms auth-wellbehaved 08-25 14:45
11 ai.smithery/STUzhy-py_execute_mcp
Dev & Code
C prov. 62
465ms auth-wellbehaved 08-25 21:30
12 ai.synlake/synlake
Synlake
Dev & Code
C 62
459ms open 08-26 00:30
13 ai.trendsmcp/npm
npm Trends MCP
Dev & Code
C 62
643ms open 08-26 01:00
14 app.mashop/mcp
MaShop MCP
Dev & Code
C prov. 62
897ms auth-wellbehaved 08-26 02:30
15 app.vibecom/growth
VibeCom Growth Autopilot
Dev & Code
C prov. 62
259ms auth-wellbehaved 08-26 03:00
16 co.tenderly/tenderly-mcp
Dev & Code
C prov. 62
125ms auth-wellbehaved 08-26 06:00
17 com.arcjet/mcp
Arcjet
Dev & Code
C prov. 62
554ms auth-wellbehaved 08-26 07:30
18 com.consentlayer/mcp
ConsentLayer
Dev & Code
C prov. 62
71ms auth-wellbehaved 08-26 10:00
19 com.emtailabs/xray-vision
XRay-Vision
Dev & Code
C prov. 62
466ms auth-wellbehaved 08-26 12:00
20 com.genmb/genmb
GenMB
Dev & Code
C prov. 62
218ms auth-wellbehaved 08-26 12:45
21 com.matterfact/matterfact
matterfact
Dev & Code
C prov. 62
203ms auth-wellbehaved 08-26 16:00

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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.

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