MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

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66415
Discovered
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31764
Scored
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2112
Verified
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16953
Complete
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Last updated 3 hours, 28 minutes ago

Grade Distribution

Score Distribution

Newly Added

mcp F FastAF F Sitejar Web Compliance Scanner F Postey F Centipid ISP Billing F

Biggest Gainers

StockLens +58 Fintel Discovery — Financial Intelligence for AI Agents +46 Ask AI +46

Biggest Drops

solidus -60 PuroAir -60 token-intel -55
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66401
netclaus
oroute Claim
Auto-route AI requests to 13 models (Claude, GPT, Gemini, Qwen, DeepSeek). 57% …
 — ○ ⏳ — N/A N/A — 83 —
66402
anirban1592
MCP-AWS Claim
Enables AI agents to provision and terminate AWS EC2 instances using natural la…
 — ○ ⏳ — — — — — —
66403
BMoer
Gridbert Claim
Austrian energy data: 100+ electricity tariffs daily, grid fees, subsidies, bil…
 — ○ ⏳ — — — — — —
66404
iamsamitdev
asdsaf Claim
— ○ ⏳ — N/A N/A — 95 —
66405
thebrierfox
The Stall Claim
x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global e…
 — ○ ⏳ — — — — — —
66406
paramhq
tsx-query Claim
Semantic React/TSX analysis MCP server that saves 70-90% tokens by using AST to…
 — ○ ⏳ — N/A N/A — — —
66407
karellen
Enables LLM-powered debugging with rr reverse execution, allowing record and re…
 — ○ ⏳ — N/A N/A — — —
66408
davevwatkins
MA local gov meetings, transcripts, articles, bylaws, calendars for 351 towns.
 — ○ ⏳ — — — — — —
66409
l4b4r4b4b4
bim2sim-mcp Claim
MCP server for BIM-to-building-energy simulation workflows with IFC extraction,…
 — ○ ⏳ — N/A N/A — — —
66410
wolfe-jam
wolfe-jam Claim
One IANA-registered format. 3 MCP servers. Pick your lane. …
 — ○ ⏳ — N/A N/A — 95 —
66411
ctxlint Claim 1
Lint AI agent context files (CLAUDE.md, AGENTS.md, etc.) against your actual co…
 — ○ — N/A N/A — 81 —
66412
sanchorelaxo
Provides access to Ontario open government data through the CKAN API, enabling …
 — ○ ⏳ — N/A N/A — — —
66413
jdoliveirasa
An MCP server that enables querying Erick Wendel's contributions across platfor…
 — ○ ⏳ — — — — — —
66414
InstantMCP
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
 — ○ ⏳ — N/A N/A — 95 —
66415
Pantani
Control Ableton Live from Claude, Cursor or Codex with LOM tools, device knowle…
 — ○ ⏳ — N/A N/A — — —
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