MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

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57357
Discovered
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29805
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2112
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16953
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Last updated 46 minutes ago

Grade Distribution

Score Distribution

Newly Added

seo-tools F Omnicall — Agent Tools Gateway F title-check F phoenix-screen F ezel F

Biggest Gainers

Stocklake — AI Stock Intelligence +44 data-enrichment +42 Google Analytics (unofficial) +42

Biggest Drops

Serverless-DB-Oracle -46 Incwo MCP -12 Phos Marketing Engine -12
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57351
zongzi-zongzhi
local-Rag Claim
A local-first document retrieval MCP server that enables AI coding tools like C…
 — ○ ⏳ — N/A N/A — — —
57352
Delego-Dev
delego Claim
Intent-bound action authorization for AI agents: policy, human approval, and a …
 — ○ ⏳ — N/A N/A — — —
57353
Ed-Relight
MemeStack MCP — hosted MCP server for searching an AI-tagged image gallery (mem…
 — ○ ⏳ — — — — — —
57354
Cast-Hub
CastHub Claim
Control CastHub digital signage. Manage TVs, presentations, schedules, and emer…
 — ○ ⏳ — N/A N/A — — —
57355
ebenova
fieldops Claim
— ○ ⏳ — N/A N/A — 95 —
57356
x746b
Multi-tier memory forensics MCP server combining a fast Rust engine with Volati…
 — ○ ⏳ — N/A N/A — — —
57357
ggui-ai
ggui Claim
Enables AI agents to generate and serve ephemeral, interactive user interfaces …
 — ○ ⏳ — N/A N/A — — —
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