MCP Server Quality Scores

Independent quality analysis of 48821 public MCP servers

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48821
Discovered
→
29631
Scored
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2112
Verified
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16952
Complete
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Last updated 1 hour, 43 minutes ago

Grade Distribution

Score Distribution

Newly Added

pollbolt F wassel F backlog-forge F mcp F figlime F

Biggest Gainers

mcp +48 mcp +48 Wisely x402 Agent-Payment Infrastructure +48

Biggest Drops

dime-experiment-tools -45 FreelanceOS -44 HostProfit -43
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48801
neoai-agent
A command-line tool for monitoring and analyzing Coralogix logs using the Model…
 — ○ ⏳ — — — — — —
48802
cronozen
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
 — ○ ⏳ — — — — 81 —
48803
SnipMCP
gadschain Claim
Google Ads MCP server. Read campaigns, manage budgets, pause/enable, add negati…
 — ○ ⏳ — N/A N/A — — —
48804
Autonomad1
AI travel agent over MCP — live flights, hotels, activities, and events worldwi…
 — ○ ⏳ — — — — — —
48805
mychaelconnolly
A security-first MCP server and paired agent skill for the PhishFort Unified Cl…
 — ○ ⏳ — N/A N/A — — —
48806
noobnooc
webhook-mcp Claim
An MCP server that sends webhook notifications to a configured URL, enabling AI…
 — ○ ⏳ — — — — — —
48807
blacklotusdev8
Hello Claim
Greet people by name and scrape websites for content. Gather page information q…
 — ○ ⏳ — N/A N/A — 95 —
48808
Amor216
db-mcp Claim
An MCP server that exposes the Deutsche Bahn public transport API to any MCP-co…
 — ○ ⏳ — — — — — —
48809
nextlaneagency
— ○ ⏳ — N/A N/A — 95 —
48810
unipds-engenharia-de-ia-aplicada
A curated list of original projects built by students of the UNIPDS Software en…
 — ○ ⏳ — N/A N/A — — —
48811
revodatanl
Access your Databricks workspace through Claude and other LLMs. Query Unity Cat…
 — ○ ⏳ — — — — — —
48812
kaleckh
AuthProof Claim 1
Signed, non-replayable API auth. Agents self-register and sign requests with ER…
 — ○ ⏳ — N/A N/A — 60 —
48813
Aminetwiti
mcpgrowcrm2 Claim
— ○ ⏳ — N/A N/A — 95 —
48814
gtrotter13
thewardn-mcp Claim
Governance wrapper for MCP servers that intercepts and evaluates every Claude t…
 — ○ ⏳ — N/A N/A — — —
48815
anysearch-ai
Unified real-time search engine skill for AI agents.
 — ○ ⏳ — N/A N/A — — —
48816
Oolab-labs
patchwork-os Claim
MCP bridge server for patchwork-os. Boots a stdio-HTTP bridge with MCP introspe…
 — ○ ⏳ — — — — — —
48817
bp46
A security interceptor for AI agents that mitigates prompt injections and data …
 — ○ ⏳ — N/A N/A — — —
48818
sparxit
Enables natural language interaction with local SQLite databases through Claude…
 — ○ ⏳ — N/A N/A — — —
48819
tradesdontlie
Enables AI assistants to interact with locally running TradingView Desktop for …
 — ○ ⏳ — N/A N/A — — —
48820
freyzo
Enables AI assistants to search arXiv's research repository, download papers, a…
 — ○ ⏳ — N/A N/A — 95 —
48821
eucomplyhub
MCP server for EU AI Act compliance classification with multi-jurisdiction over…
 — ○ ⏳ — N/A N/A — — —
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