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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.

16252servers indexed
7737remote endpoints
862graded (rolling)
208grade A
60%reachable
385msmedian latency
SortBestWorstJust probedMost toolsFastest
GradeAllA (208)B (3)C (198)D (107)F (346)Provisional
CategoryAll categoriesAI & Agents (239)Other (204)Web & Search (137)Cloud & Infra (65)Productivity (43)Dev & Code (35)Data & Databases (29)Finance & Crypto (27)Communication (21)Media & Design (19)Commerce (17)Security (13)Science & Health (13)

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

#ServerGradeScoreLatencyToolsAuthProbed
1 ai.biel/biel-ai
Biel.ai
Productivity
F 15
70ms β€” unreachable 07-12 14:18
2 ai.cosmonote/notes
Cosmonote
Productivity
F 15
302ms β€” unreachable 07-12 14:19
3 ai.smithery/Aman-Amith-Shastry-scientific_computation_mcp
Productivity
F 15
595ms β€” unreachable 07-12 16:01
4 ai.smithery/bergeramit-bergeramit-hw3-tech
Productivity
F 15
241ms β€” unreachable 07-12 16:31
5 ai.smithery/ctaylor86-mcp-video-download-server
Productivity
F 15
245ms β€” unreachable 07-12 16:46
6 ai.smithery/FelixYifeiWang-felix-mcp-smithery
Productivity
F 15
276ms β€” unreachable 07-12 16:01
7 ai.smithery/kesslerio-attio-mcp-server
Productivity
F 15
244ms β€” unreachable 07-12 17:03
8 ai.smithery/kodey-ai-salesforce-mcp
Productivity
F 15
270ms β€” unreachable 07-12 17:16
9 ai.smithery/kodey-ai-salesforce-mcp-kodey
Productivity
F 15
250ms β€” unreachable 07-12 17:16
10 ai.smithery/kodey-ai-salesforce-mcp-minimal
Productivity
F 15
282ms β€” unreachable 07-12 17:16
11 ai.smithery/kodey-ai-salesforce-mcp-server
Productivity
F 15
249ms β€” unreachable 07-12 17:16
12 ai.smithery/magenie33-quality-dimension-generator
Productivity
F 15
260ms β€” unreachable 07-12 17:16
13 ai.smithery/mrugankpednekar-mcp-optimizer
Productivity
F 15
229ms β€” unreachable 07-12 17:16
14 ai.smithery/skr-cloudify-clickup-mcp-server-new
Productivity
F 15
247ms β€” unreachable 07-12 17:32
15 ai.smithery/yuna0x0-hackmd-mcp
Productivity
F 15
236ms β€” unreachable 07-12 17:32
16 ai.smithery/Funding-Machine-ghl-mcp-fundingmachine
Productivity
F 12
264ms β€” unreachable 07-12 16:01
17 ai.smithery/Parc-Dev-task-breakdown-server
Productivity
F 12
259ms β€” unreachable 07-12 16:16
18 ai.smithery/proflulab-documentassistant
Productivity
F 12
225ms β€” unreachable 07-12 17:16
19 app.linear/linear
Productivity
F 12
36ms β€” unreachable 07-12 19:03
20 app.tanjiren/tanjiren-mcp
Tanjiren MCP Server
Productivity
F 12
59ms β€” unreachable 07-12 19:31
21 app.recordo.api/recordo
Recordo: Task Planner & Notes
Productivity
F 5
267ms β€” unreachable 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.