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MCP QUEEN

The Graded Registry

Every remote server in the official MCP registry, probed live and graded with receipts β€” the only MCP index where every grade shows its evidence.

16246servers indexed
7735remote endpoints
742graded (rolling)
206grade A
68%reachable
384msmedian latency
SortBestWorstJust probedMost toolsFastest
GradeAllA (206)B (3)C (194)D (105)F (234)Provisional
CategoryAll categoriesOther (202)Web & Search (136)AI & Agents (127)Cloud & Infra (65)Productivity (42)Dev & Code (34)Data & Databases (28)Finance & Crypto (26)Communication (21)Media & Design (19)Commerce (17)Science & Health (13)Security (12)

12 matches. Categories are keyword-derived from registry metadata β€” imperfect by design, deterministic by principle.

#ServerGradeScoreLatencyToolsAuthProbed
1 ai.parallel/task-mcp
Parallel Task MCP
Productivity
C prov. 66
48ms β€” auth-wellbehaved 07-12 15:16
2 ai.smithery/smithery-notion
Productivity
C prov. 66
185ms β€” auth-wellbehaved 07-12 17:32
3 ai.waystation/jira
Productivity
C prov. 66
272ms β€” auth-wellbehaved 07-12 18:16
4 ai.waystation/wrike
Productivity
C prov. 66
255ms β€” auth-wellbehaved 07-12 18:33
5 ai.wellnessproject/wellness-project
Wellness Project
Productivity
C prov. 66
325ms β€” auth-wellbehaved 07-12 18:33
6 app.getsalta/salta
Salta
Productivity
C prov. 66
457ms β€” auth-wellbehaved 07-12 18:48
7 ai.cirra/salesforce-mcp
Cirra AI Salesforce Admin MCP Server
Productivity
C prov. 62
45ms β€” auth-wellbehaved 07-12 14:19
8 app.anamneseai/anamnese
Productivity
C prov. 62
401ms β€” auth-wellbehaved 07-12 18:33
9 app.jadenote/jade-note
Jade Note
Productivity
C prov. 62
420ms β€” auth-wellbehaved 07-12 19:03
10 app.octopad/octopad
Octopad
Productivity
C prov. 62
297ms β€” auth-wellbehaved 07-12 19:03
11 app.paichart/mcp-hub
pAIchart MCP Hub
Productivity
C prov. 62
558ms β€” auth-wellbehaved 07-12 19:03
12 app.penlog/penlog
Penlog
Productivity
C prov. 62
419ms β€” auth-wellbehaved 07-12 19:18

Methodology

Each server is probed live over streamable HTTP: reachability (25) β€” does initialize succeed; auth-gated servers earn partial credit only if they advertise WWW-Authenticate so clients can discover OAuth. protocol (15) β€” valid JSON-RPC handshake; deprecated SSE transport is penalized. tooling (35) β€” tools/list works, share of tools with descriptions and fully-typed input schemas, median description depth. latency (10) β€” initialize round-trip. provenance (15) β€” 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 β€” probes only.