MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

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50103
Discovered
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29726
Scored
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2112
Verified
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16952
Complete
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Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

Newly Added

retro F Crane Ledger F Brandfetch F teppek F mb-mastering F

Biggest Gainers

Wisely x402 Agent-Payment Infrastructure +48 Graffeo Coffee Roasting +46 mkdshare.DEV +45

Biggest Drops

Serverless-DB-Oracle -46 dime-experiment-tools -45 FreelanceOS -44
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50101
joshuaogabriel
Australian advertising & marketing compliance for AI assistants. Scan websites,…
 — ○ ⏳ — — — — 81 —
50102
InstaCode
MCP server for iCloud Drive on macOS, enabling Claude to browse, read, search, …
 — ○ ⏳ — N/A N/A — — —
50103
NUDG3-AI
Query your Nudg3 brand visibility across ChatGPT, Claude, Gemini, AI Overviews,…
 — ○ ⏳ — — — — — —
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