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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
25526servers indexed
14064remote endpoints
14130graded (rolling)
20191trust 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)

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

#ServerGradeScoreLatencyToolsProtocol accessProbed
1 com.apievangelist/api-evangelist
Science & Health
A 100
212ms 67 open 08-26 07:15
2 com.gribstream/mcp
GribStream Weather MCP
Science & Health
A 100
261ms 12 open 08-26 14:01
3 com.healthai/clarity
Clarity by Health AI
Science & Health
A 100
50ms 9 open 08-28 07:30
4 com.myhuiban.www/conference-partner
Conference Partner
Science & Health
A 100
152ms 8 open 08-26 17:15
5 ai.dynamicfeed/dynamic-feed
Science & Health
A 97
216ms 94 open 08-25 16:15
6 ai.teenpsychiatry/library
Science & Health
A 97
189ms 6 open 08-26 00:30
7 com.admitbase/admissions
AdmitBase Admissions
Science & Health
A 97
561ms 3 open 08-26 06:30
8 com.bonissystems/registry-expansion
Registry Expansion Routing
Science & Health
A 97
174ms 1 open 08-26 08:15
9 com.dropwatchhq/distress-abc
Science & Health
A 97
36ms 5 open 08-26 11:15
10 com.dropwatchhq/health-intel
Science & Health
A 97
52ms 4 open 08-28 07:30
11 com.dropwatchhq/research-intel
Science & Health
A 97
35ms 5 open 08-26 11:30
12 com.dropwatchhq/trial-overdue
Science & Health
A 97
57ms 1 open 08-26 11:30
13 com.googleapis.mapstools/mcp
Science & Health
A 97
73ms 5 open 08-26 13:45
14 com.marginofinsight/research
Margin of Insight — Equity Research
Science & Health
A 97
165ms 6 open 08-26 16:00
15 com.olyport/cdc-places
CDC PLACES Health Data
Science & Health
A 97
153ms 5 open 08-26 17:45
16 com.olyport/cochrane
Cochrane Medical Reviews
Science & Health
A 97
169ms 3 open 08-26 17:45
17 com.olyport/fcc-broadband
FCC Broadband Map
Science & Health
A 97
175ms 4 open 08-26 18:00
18 com.olyport/noaa-climate
NOAA Climate Data
Science & Health
A 97
184ms 3 open 08-26 18:00
19 com.olyport/nws-alerts
NWS Weather Alerts
Science & Health
A 97
412ms 3 open 08-26 18:15
20 ai.aviado/health
Science & Health
A 94
1576ms 9 open 08-25 15:00
21 ai.readypermit/geo
Buildability™ — Property Zoning & Buildability™ Intelligence
Science & Health
A 93
280ms 8 open 08-25 20:15
22 com.healthai/radar
Constat MCP — FDA Device Evidence Lifecycle
Science & Health
A 93
53ms 14 open 08-26 13:30
23 com.anglero/speaker
Thomas Anglero Speaker MCP
Science & Health
A 91
1694ms 5 open 08-26 07:15
24 com.predme/hypathesis
Science & Health
A 90
151ms 4 open 08-26 19:15
25 com.geospatialsystem/location-profile
Geospatial System — Location Profile
Science & Health
B 88
4114ms 9 open 08-26 12:45
26 ai.bittlebits/bittlebits
BittleBits GEO Assistant
Science & Health
C prov. 66
287ms auth-wellbehaved 08-25 15:00
27 ai.cookiy/cookiy
Cookiy
Science & Health
C prov. 66
284ms auth-wellbehaved 08-25 15:45
28 ai.licensy/mcp-server
Licensy
Science & Health
C prov. 66
222ms auth-wellbehaved 08-25 17:01
29 ai.outset/mcp
Outset
Science & Health
C prov. 66
305ms auth-wellbehaved 08-25 20:00
30 ai.smithery/infranodus-mcp-server-infranodus
Science & Health
C prov. 66
494ms auth-wellbehaved 08-25 22:45
31 ai.smithery/smithery-ai-national-weather-service
Science & Health
C prov. 66
351ms auth-wellbehaved 08-26 00:00
32 com.mcpbundles/uk-public-services-health
UK Public Services & Health MCP Server from MCPBundles
Science & Health
C prov. 66
92ms auth-wellbehaved 08-26 16:16
33 ai.trendsmcp/market-research
Market Research Trends MCP
Science & Health
C 65
182ms open 08-26 00:45
34 app.saber.mcp/saber
Saber
Science & Health
C 65
79ms open 08-26 02:45
35 ai.visuary/actuarial-value-calculator
Visuary Actuarial Value Calculator
Science & Health
C prov. 62
153ms auth-wellbehaved 08-26 01:15
36 bio.esst/esst-bio-mcp
Science & Health
C prov. 62
176ms auth-wellbehaved 08-26 04:45
37 bio.irishealth/iris
Iris
Science & Health
C prov. 62
88ms auth-wellbehaved 08-26 04:45
38 co.thinair/geo
Science & Health
C prov. 62
206ms auth-wellbehaved 08-26 06:00
39 coach.freddy/freddy
freddy
Science & Health
C prov. 62
207ms auth-wellbehaved 08-26 06:00
40 com.adwhispr/adwhispr
Science & Health
C prov. 62
188ms auth-wellbehaved 08-26 06:30
41 com.biaedge/immigration-research
Science & Health
C prov. 62
208ms auth-wellbehaved 08-26 08:00
42 com.bzigo/bzigo
Bzigo
Science & Health
C prov. 62
243ms auth-wellbehaved 08-26 08:30
43 com.elevenflo/mcp
ElevenFlo MCP
Science & Health
C prov. 62
327ms auth-wellbehaved 08-26 11:45
44 com.fulcradynamics/context
Fulcra Context
Science & Health
C prov. 62
271ms auth-wellbehaved 08-26 12:45
45 com.googleapis.monitoring/mcp
Science & Health
C 62
39ms open 08-26 13:45
46 com.luneresearch/lune
Lune Research
Science & Health
C prov. 62
718ms auth-wellbehaved 08-26 15:30
47 com.mindmeister/mcp
MindMeister
Science & Health
C prov. 62
118ms auth-wellbehaved 08-26 16:45
48 com.nomadforecast/mcp
Nomad Forecast
Science & Health
C prov. 62
112ms auth-wellbehaved 08-26 17:30
49 ai.openhelm/deep-research
Science & Health
D prov. 57
840ms auth-wellbehaved 08-25 20:00
50 com.cambercloud.camber-mcp/camber-mcp-server
Camber - Remote Agentic Data Science
Science & Health
D prov. 57
883ms auth-wellbehaved 08-26 08:30
51 bio.lnk/lnkbio
Lnk.Bio Official MCP
Science & Health
D prov. 49
144ms auth-bare 08-26 04:45
52 com.pillargtm/gtm-os
PILLAR GTM OS
Science & Health
D prov. 49
1075ms auth-bare 08-26 19:00
53 com.papayapay.consumer-production.mcp-agent/bill-payment
Papaya Pay Any Bill (US)
Science & Health
D prov. 45
582ms auth-bare 08-26 18:45
54 ai.smithery/jenniferjiang0511-mit-ai-studio-hw3
Science & Health
F 15
310ms unreachable 08-25 22:45
55 ai.smithery/mfukushim-map-traveler-mcp
Science & Health
F 15
345ms unreachable 08-25 23:30
56 com.olyport/hrsa
HRSA Health Resources
Science & Health
F 12
177ms unreachable 08-26 18:00
57 com.olyport/samhsa
SAMHSA Behavioral Health
Science & Health
F 12
138ms unreachable 08-26 18:15
58 com.olyport/treatment-locator
SAMHSA Treatment Locator
Science & Health
F 12
144ms unreachable 08-26 18:15

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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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