MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 27151 |
libre
Claim
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| 27152 |
syndicate-links
Claim
Commission infrastructure for AI commerce — program discovery, attribution, and…
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| 27153 |
mumuai
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| 27154 |
AgentScore
Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
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| 27155 |
Consultor de IA e Vendedor Virtual especializado em soluções de tecnologia para…
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| 27156 |
20 tools: play games, claim Shillbot tasks, generate videos, browse bounties. N…
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| 27157 |
GodotLens
Claim
15 semantic GDScript analysis tools via Godot's built-in LSP: navigation, refer…
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| 27158 |
MCP Server Template
Claim
A production-ready TypeScript template for building MCP servers with dual trans…
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| 27159 |
DRAIN-marketplace
Claim
Open marketplace for AI services — LLMs, image/video generation, web scraping, …
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| 27160 |
cdc-health-mcp-server
Claim
MCP server for discovering and querying CDC public health datasets via the Socr…
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| 27161 |
Provides an MCP server with a fetch_url tool for making HTTP requests alongside…
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| 27162 |
worlduank
Claim
World Bank MCP — wraps the World Bank Data API v2 (free, no auth)
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| 27163 |
Windows TTS MCP Server
Claim
A PowerShell-based MCP server that enables Claude Desktop to convert text to sp…
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| 27164 |
database-admin
Claim
Database admin MCP: schema inspection, query optimization for PostgreSQL and My…
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| 27165 |
qcqx-project-manage-mcp
Claim
qcqx-project-manage MCP Server — 将项目管理能力暴露给 AI Agent(Cursor、Claude Desktop 等)
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| 27166 |
runware
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| 27167 |
aidentity
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| 27168 |
fund-mcp
Claim
Search stock information, list knowledge base entries, and echo messages for qu…
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| 27169 |
basis
Claim
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| 27170 |
nws-weather-mcp-server
Claim
Real-time US weather data via National Weather Service API. Forecasts, alerts, …
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| 27171 |
H2BIS ProjectBrain MCP
Claim
Connect AI agents to H2BIS ProjectBrain - manage projects, use cases, and capab…
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| 27172 |
boxberry-mcp
Claim
MCP server for Boxberry delivery API — city/point search, delivery calculation,…
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| 27173 |
Agent Skills MCP
Claim
Enables discovery and installation of agent skills from curated GitHub reposito…
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| 27174 |
yfinance-mcp-server
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| 27175 |
local-mcp-testing
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| 27176 |
chatgpt
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| 27177 |
MCP DeFiLlama Airdrops
Claim
Enables users to fetch, filter, and rank cryptocurrency airdrop data from DeFiL…
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| 27178 |
mcp-pcapy-ng
Claim
MCP server exposing pcapy-ng packet capture functionality
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| 27179 |
mcp-shodan
Claim
MCP server exposing all Shodan API functionality
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| 27180 |
Enables users to access, search, and get recommendations from AWS documentation…
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| 27181 |
Razz Games
Claim
Play provably fair games with real SOL wagering from any AI agent
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| 27182 |
kese_online_mcp
Claim
https://kese.online — WhatsApp ve Telegram üzerinden fiş/fatura fotoğrafı gönde…
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| 27183 |
mcp-stl
Claim
MCP server for editing STL 3D model files
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| 27184 |
ralph-wiggum-mcp
Claim
An enhanced Model Context Protocol (MCP) server implementing the Ralph Wiggum t…
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| 27185 |
Gmail AutoAuth
Claim
Gmail MCP server with auto authentication support for managing Gmail via AI ass…
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| 27186 |
Solematica MCP Server
Claim
Solar estimates, provider comparison, energy prices and blog for Italy
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| 27187 |
browserbase
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| 27188 |
MaestroMCP
Claim
Enables AI assistants to control MIDI devices and synthesizers through WebMidi.…
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| 27189 |
mcp-calculator
Claim
An MCP server that integrates the MathJS library to provide AI models with adva…
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| 27190 |
proof
Claim
# Proof
Code-validated pattern intelligence from pydantic-ai's actual sou…
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| 27191 |
cosync-local
Claim
Local encryption and project setup plugin for CoSync. Keys never leave your mac…
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| 27192 |
Scientific Computing
Claim
Create and manage tensors to perform linear algebra, matrix decompositions, and…
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| 27193 |
sendameal-mcp
Claim
MCP server for SendaMeal.com enabling AI assistants to search gift meal product…
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| 27194 |
signalfuse
Claim
Fused crypto trading signals — sentiment, macro regime, and market structure in…
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| 27195 |
Rankiteo
Claim
Access real-time cybersecurity intelligence for any company. Rankiteo's MCP let…
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| 27196 |
database
Claim
SQL formatting, schema visualization, migration generation
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| 27197 |
MCP-JIRA-Python Server
Claim
A Python-based server allowing seamless integration with JIRA for managing and …
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| 27198 |
stock-scanner-mcp
Claim
Stock and crypto market data — 49 tools for quotes, technicals, options, SEC fi…
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| 27199 |
notion
Claim
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| 27200 |
coverageshield
Claim
Insurance coverage requirements, gap detection, and risk profiles for US busine…
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