MCP Server Quality Scores

Independent quality analysis of 64872 public MCP servers

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64872
Discovered
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30796
Scored
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2112
Verified
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16953
Complete
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Last updated 2 hours, 47 minutes ago

Grade Distribution

Score Distribution

Newly Added

skulayer F schedchie F RevOrbit CRM F PowerStation Platform F jurisprudencia F

Biggest Gainers

agent-mcp +31 Mozaika +29 signals +23

Biggest Drops

Sunrays — Local Service Booking -56 agentwork-mcp -56 Flatland -25
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64851
userFRM
MCP server wrapping Kimi Code CLI (kimi-k2.5) to provide tools for filesystem, …
 — ○ ⏳ — N/A N/A — — —
64852
louiewoof2026
MCP server for interacting with Skool.com communities, enabling community manag…
 — ○ ⏳ — — — — — —
64853
Mnymann
nordic-data Claim
Company, KYB, VAT, sanctions, LEI and address data for 15 EU countries.
 — ○ ⏳ — — — — — —
64854
dougdotcon
QuantMCP Claim 1
A Model Context Protocol server that integrates with Amazon Braket, allowing AI…
 — ○ ⏳ — — — — 81 —
64855
alanpcf
Brazilian public data for AI agents — companies (CNPJ), addresses (CEP), banks …
 — ○ ⏳ — N/A N/A — — —
64856
shuji-bonji
MCP server for IFC4.3 specification reference — search and retrieve IFC entity …
 — ○ ⏳ — — — — — —
64857
cirwel
UNITARES Claim
Runtime governance for AI-agent fleets that continuously monitors agent health,…
 — ○ ⏳ — — — — — —
64858
perkinsandre
Real estate investment intelligence: search, comps, cash flow, off-market leads…
 — ○ ⏳ — N/A N/A — 83 —
64859
yoko19191
Enables web search on Chinese internet content using Bocha AI, returning result…
 — ○ ⏳ — — — — — —
64860
1593292349
达梦数据库 DM8 的 MCP 服务器，为 AI 助手提供只读 SQL 查询、表结构自动发现和样本数据查看功能。
 — ○ ⏳ — N/A N/A — — —
64861
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
 — ○ ⏳ — — — — 81 —
64862
PreistlyPython
Enterprise network analysis platform that enables AI-powered packet analysis, t…
 — ○ ⏳ — — — — 81 —
64863
Liam6130
Huppert MCP Claim
MCP server that enables AI assistants to access and query fNIRS data analysis t…
 — ○ ⏳ — N/A N/A — — —
64864
CSOAI-ORG
AI bias detection and fairness assessment for AI agents. Instant bias risk scan…
 — ○ ⏳ — N/A N/A — — —
64865
ssmanji89
Model Context Protocol server for interacting with the HaloPSA API, enabling AI…
 — ○ ⏳ — — — — 81 —
64866
Knight60
Lets AI assistants control a live ArcGIS Pro session through arcpy, including l…
 — ○ ⏳ — N/A N/A — — —
64867
MaxGhenis
openmessage Claim
MCP server for a local-first messaging workspace that integrates Google Message…
 — ○ ⏳ — N/A N/A — — —
64868
puzne2000
Gives AI assistants access to Google Contacts, supporting listing, searching, c…
 — ○ ⏳ — N/A N/A — — —
64869
pierre-landoin
Icypeas Claim
Icypeas is a suite of APIs designed to programmatically source, verify, and enr…
 — ○ ⏳ — — — — 81 —
64870
rahulgh033
MCP server for querying employee data via tools like get_employees and get_empl…
 — ○ ⏳ — — — — — —
64871
yarninisrael
Enables Claude Desktop to control Lutron Caseta smart lighting systems locally,…
 — ○ ⏳ — N/A N/A — — —
64872
opinysaas
mcp-opiny Claim
Enables interaction with the Opiny API through MCP, supporting both local STDIO…
 — ○ ⏳ — N/A N/A — — —
Showing 64851–64872 of 64872 servers
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