MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

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47403
Discovered
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29583
Scored
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2112
Verified
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16952
Complete
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Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

Newly Added

zobrx F NP Ledger F Neblla F GenMB F fahali 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
47401
opendatahub-io
Provides AI assistants with direct access to Red Hat OpenShift AI observability…
 — ○ ⏳ — — — — — —
47402
MCP server for orchestrating Node.js development servers (backend, frontend, da…
 — ○ — N/A N/A — 81 —
47403
Manage LemonLDAP::NG SSO instances: configuration, sessions, OIDC, SAML, 2FA.
 — ○ — N/A N/A — 81 —
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