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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)

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

#ServerGradeScoreLatencyToolsAuthProbed
1 ai.smithery/hithereiamaliff-mcp-datagovmy
Cloud & Infra
C prov. 66
243ms β€” auth-wellbehaved 07-12 17:03
2 ai.smithery/hithereiamaliff-mcp-nextcloud
Cloud & Infra
C prov. 66
230ms β€” auth-wellbehaved 07-12 17:03
3 ai.smithery/infranodus-mcp-server-infranodus
Cloud & Infra
C prov. 66
252ms β€” auth-wellbehaved 07-12 17:03
4 ai.smithery/ramadasmr-networkcalc-mcp
Cloud & Infra
C prov. 66
161ms β€” auth-wellbehaved 07-12 17:16
5 ai.adadvisor/mcp-server
AdAdvisor MCP Server
Cloud & Infra
C prov. 62
174ms β€” auth-wellbehaved 07-12 14:18
6 ai.adweave/meta-ads-mcp
AdWeave β€” Meta Ads MCP Server
Cloud & Infra
C prov. 62
151ms β€” auth-wellbehaved 07-12 14:18
7 ai.anzenna/anzenna
Cloud & Infra
C prov. 62
212ms β€” auth-wellbehaved 07-12 14:18
8 ai.bareun/bareun
Bareun β€” Korean NLP & Spell/Grammar Checking
Cloud & Infra
C prov. 62
505ms β€” auth-wellbehaved 07-12 14:18
9 ai.delega/aws-pricing-calculator
delega.ai for AWS Pricing Calculator
Cloud & Infra
C prov. 62
237ms β€” auth-wellbehaved 07-12 14:19
10 ai.kumbuka/kumbuka-server
Kumbuka
Cloud & Infra
C prov. 62
831ms β€” auth-wellbehaved 07-12 14:46
11 ai.trendsmcp/spotify
Spotify Trends MCP
Cloud & Infra
C 62
367ms β€” open 07-12 18:02
12 app.selis.mcp/pmo
Selis MCP
Cloud & Infra
C prov. 62
648ms β€” auth-wellbehaved 07-12 19:18
13 app.steep/mcp
Steep
Cloud & Infra
C prov. 62
1245ms 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.