MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

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46053
Discovered
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29516
Scored
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2112
Verified
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16952
Complete
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Last updated 1 hour, 57 minutes ago

Grade Distribution

Score Distribution

Newly Added

RunCabin F ParseBounce F MindMeister F MeisterTask F Heirmos F

Biggest Gainers

mcp +48 mcp +48 mcp +48

Biggest Drops

GroundAPI -42 medusa-mcp -39 Phos Marketing Engine -39
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46051
davidmosiah
Local-first TikTok Content Posting API for AI agents: OAuth checks, dry-run and…
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46052
pipeworx-io
Enables access to live theme park wait times, schedules, and attraction data fr…
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46053
jeromelabophy-gif
Synaptex Claim
Syncs CLAUDE.md files across repos, builds a semantic index, and exposes search…
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