πŸ‘‘

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.

16245servers indexed
7735remote endpoints
622graded (rolling)
160grade A
64%reachable
361msmedian latency
SortBestWorstJust probedMost toolsFastest
GradeAllA (160)B (2)C (156)D (81)F (223)Provisional
CategoryAll categoriesOther (181)Web & Search (114)AI & Agents (109)Cloud & Infra (55)Dev & Code (29)Productivity (26)Finance & Crypto (23)Data & Databases (21)Commerce (15)Media & Design (15)Communication (14)Science & Health (12)Security (8)

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

#ServerGradeScoreLatencyToolsAuthProbed
1 ai.backengine/backengine-mcp
Communication
C prov. 66
114ms β€” auth-wellbehaved 07-12 14:18
2 ai.waystation/gmail
Communication
C prov. 66
254ms β€” auth-wellbehaved 07-12 18:16
3 ai.calfeed/calfeed
Calfeed
Communication
C prov. 62
251ms β€” auth-wellbehaved 07-12 14:19
4 ai.fathom.api/mcp
Communication
C prov. 62
142ms β€” auth-wellbehaved 07-12 14:20
5 ai.tuteliq/mcp
Communication
C prov. 62
618ms β€” auth-wellbehaved 07-12 18:16
6 ai.openhelm/email-outreach
Communication
D prov. 57
820ms β€” auth-wellbehaved 07-12 15:16
7 ai.primeta/primeta
Primeta
Communication
D prov. 57
773ms β€” auth-wellbehaved 07-12 15:31
8 ai.radiusos.www/crm
RadiusOS CRM
Communication
D prov. 49
1230ms β€” auth-bare 07-12 15:31
9 ai.smithery/arjunkmrm-ahoy
Communication
F 15
300ms β€” unreachable 07-12 16:31
10 ai.smithery/Danushkumar-V-mcp-discord
Communication
F 15
249ms β€” unreachable 07-12 16:01
11 ai.smithery/faithk7-gmail-mcp
Communication
F 15
248ms β€” unreachable 07-12 16:46
12 ai.smithery/samihalawa-whatsapp-go-mcp
Communication
F 15
259ms β€” unreachable 07-12 17:32
13 ai.smithery/smithery-ai-slack
Communication
F 15
261ms β€” unreachable 07-12 17:32
14 ai.smithery/sachicali-discordmcp-suite
Communication
F 12
259ms β€” unreachable 07-12 17:32

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.