MCP Server Quality Scores

Independent quality analysis of 43656 public MCP servers

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43656
Discovered
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29477
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16952
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Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

Newly Added

data-enrichment F intelligence-gateway F MCP Compliance Preflight F Octopad F Immo API — DVF immobilier France F

Biggest Gainers

theothers +30 aTars MCP +1 Swarm Tips — Aggregated AI Agent Activities +1

Biggest Drops

SaaS Browser -4 Correkt: The AI-Native Online Marketplace for Physical Products -3 library -2
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43651
pouyasadri
An MCP (Model Context Protocol) server that inspects your local development env…
 — ○ ⏳ — N/A N/A — — —
43652
lisamaraventano-spine
First Dollar Claim
A curriculum that teaches AI agents how to spend their own money. Sixteen lesso…
 — ○ ⏳ — N/A N/A — — —
43653
bizopsyello
Enables interaction with Perplexity AI through MCP tools for chatting, searchin…
 — ○ ⏳ — — — — — —
43654
cloudflare
Workers bindings management. Build Workers applications with storage, AI, and c…
 — ○ ⏳ — — — — 81 —
43655
janedouat
mcp-test-2 Claim
— ○ ⏳ — N/A N/A — 95 —
43656
CainDez
mcp-gitee Claim
Full-featured MCP server exposing 200+ Gitee API v5 endpoints for repository, i…
 — ○ ⏳ — — — — — —
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