MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

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50515
Discovered
→
29743
Scored
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2112
Verified
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16952
Complete
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Last updated 1 hour, 24 minutes ago

Grade Distribution

Score Distribution

Newly Added

Ezi Home Services F voip.ms F Averta MCP Gateway F MDflow F Muninx MCP Server F

Biggest Gainers

Wisely x402 Agent-Payment Infrastructure +48 Graffeo Coffee Roasting +46 mkdshare.DEV +45

Biggest Drops

Serverless-DB-Oracle -46 dime-experiment-tools -45 FreelanceOS -44
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50501
itroyano
Enables lab managers and developers to perform OpenShift Partner Labs operation…
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50502
fyipedia
fyipedia-mcp Claim
Unified MCP server providing AI assistants with 53 tools from 10 developer tool…
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50503
LISTENAI
commands-mcp Claim
An MCP server that lets you define and run custom shell commands via YAML templ…
 — ○ ⏳ — N/A N/A — — —
50504
zapperedge-prabhu
Enables interaction with the CMS NPPES NPI Registry to search, lookup, and vali…
 — ○ ⏳ — N/A N/A — 95 —
50505
Leev1s
aa-mcp Claim
Enables AI agents to query LLM and multimodal model benchmarks, pricing, speed,…
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50506
Typewise
A local MCP server that breaks on demand, allowing you to test your client agai…
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50507
E-Conners-Lab
MCP server for executing show commands and managing Cisco IOS-XE network device…
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50508
trendsmcp
Provides weekly download counts and trend data for npm packages, enabling compa…
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50509
tmcpro
framer-mcp Claim
Enables programmatic interaction with Framer canvas via a local MCP server and …
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50510
boettiger-lab
An MCP server that connects AI agents to cloud-native geospatial data via STAC …
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50511
RemiKG
Stomped Claim
An autonomous DFIR agent that hunts timestomping and rename/move laundering on …
 — ○ ⏳ — N/A N/A — — —
50512
jasonsteinman
Jason-MCP Claim
Enables natural language interaction with JetBrains YouTrack, including issue m…
 — ○ ⏳ — N/A N/A — — —
50513
Backerss
Provides free web search, content fetching, image search, and deep research via…
 — ○ ⏳ — N/A N/A — — —
50514
dennisimoo
Provides AI assistants with access to neobrutalism-styled React components, ena…
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50515
mark-nelson
US drone airspace intelligence and mission planning. Query 11 FAA data layers, …
 — ○ ⏳ — — — — 81 —
Showing 50501–50515 of 50515 servers
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