MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

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41157
Discovered
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29245
Scored
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2095
Verified
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16951
Complete
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Last updated 36 minutes ago

Grade Distribution

Score Distribution

Newly Added

Seosa F Brandyze F TravelMindsAI Concierge F dynamic-feed F Dealboard F

Biggest Gainers

Correkt: The AI-Native Online Marketplace for Physical Products +2 CrashStory MCP +2 mcp-server +2

Biggest Drops

mcp -5 Phos Sales Engine -4 Bluewatch -3
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41151
WebpageFX
Retrieve product details by product number and list all items currently on sale…
 — ○ ⏳ — N/A N/A — 95 —
41152
ai-mcp-garage
Enables AI assistants to access and manage user profile information including n…
 — ○ ⏳ — — — — 81 —
41153
BajpaiH22
Enables AI-assisted travel planning with real-time weather forecasts, place dis…
 — ○ ⏳ — — — — 81 —
41154
LuzzyMeow
LuzzyTool Claim
A local smart tool collection based on MCP that enables AI assistants to perfor…
 — ○ ⏳ — N/A N/A — — —
41155
temurkhan13
An MCP server that surfaces scheduled-job state and detects silent failures (ex…
 — ○ ⏳ — N/A N/A — — —
41156
asgard-ai-platform
An MCP server for querying Taiwan company registry open data, enabling search b…
 — ○ ⏳ — — — — — —
41157
P4ST4S
mcp-audit Claim
Transparent Go proxy that intercepts, signs, rate-limits, redacts, and audits a…
 — ○ ⏳ — N/A N/A — — —
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