MCP Server Quality Scores
Independent quality analysis of 43634 public MCP servers
Last updated 2 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35351 |
WhatsApp MCP Server
Claim
Provides a standardized interface for interacting with WhatsApp through the Gre…
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| 35352 |
Korea Stock Insight MCP
Claim
Enables LLM agents to access Korean stock market data including DART disclosure…
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| 35353 |
Alexandria MCP
Claim
Provides access to 61 public digital libraries through a single unified interfa…
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| 35354 |
ai-provider-status
Claim
Cloudflare Workers MCP server: ai-provider-status
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| 35355 |
pindoc
Claim
Code-pinned team memory for AI coding agents — typed artifacts (Decision/Analys…
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| 35356 |
Smithery AuthKit
Claim
Enable seamless creation and management of authentication workflows for your ap…
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| 35357 |
Readedit
Claim
MCP server that combines Read+Edit file operations into single tool calls. 80-9…
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| 35358 |
gmail-drive-mcp-server
Claim
Enables Claude to manage Gmail, Google Calendar, and Google Drive, including se…
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| 35359 |
e-Stat MCP server
Claim
MCP server for accessing Japanese government statistics portal 'e-Stat' API, en…
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| 35360 |
MCPyDoc
Claim
Provides real-time access to Python package documentation, source code, and sym…
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| 35361 |
marimo-docs-mcp
Claim
Provides access to Marimo documentation with tools to retrieve API details for …
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| 35362 |
Helios
Claim
MCP server that securely reviews AI-generated code for vulnerabilities such as …
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| 35363 |
woocommerce-mcp-server
Claim
Provides tools for AI assistants to interact with a WooCommerce store, enabling…
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| 35364 |
shiori-mcp
Claim
Enables interaction with Shiori, a self-hosted bookmark and read-it-later manag…
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| 35365 |
onyx-mcp
Claim
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| 35366 |
sssasd123
Claim
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| 35367 |
tuvi-mcp
Claim
MCP server for Vietnamese fortune-telling based on lunar calendar, providing bi…
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| 35368 |
Community-driven library of tested prompts for AI agents, enabling search, retr…
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| 35369 |
MCP server for AI agents to deploy tokens on Base. One command launch, earn OBS…
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| 35370 |
ultrabrain-mcp
Claim
A local MCP reasoning gate that enables structured engineering thought through …
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| 35371 |
Node Runner MCP Server
Claim
Enables running Node.js scripts and npm commands with permission prompts via no…
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| 35372 |
mcp-server-yapi
Claim
MCP server for YApi that enables LLMs to manage API interfaces, projects, and c…
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| 35373 |
Kanboard MCP Server
Claim
A Model Context Protocol (MCP) server that exposes Kanboard API functionality t…
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| 35374 |
Claude MCP
Claim
A cross-platform desktop MCP server that allows Codex and other MCP clients to …
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| 35375 |
safe-migrations-mcp
Claim
An MCP server that acts as a gatekeeper for database and configuration changes,…
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| 35376 |
Provides AI-powered access to the largest EU GDPR enforcement decisions databas…
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| 35377 |
aas-mcp
Claim
MCP server enabling AI assistants to perform full CRUD operations on Asset Admi…
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| 35378 |
serena
Claim
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| 35379 |
Data Dictionary MCP
Claim
A Model Context Protocol (MCP) server that coordinates AI agents to transform d…
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| 35380 |
td-mcp
Claim
MCP server for controlling TouchDesigner from AI coding agents like Claude Code…
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| 35381 |
MCP Server
Claim
A modular MCP server providing file operations, web search, URL scraping, and s…
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| 35382 |
mcp-jina-reader
Claim
Jina AI Reader/Search MCP that turns any URL into clean LLM-ready markdown and …
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| 35383 |
kje-mcp
Claim
MCP server that enables Claude.ai to interact with Jim Brain's persistent memor…
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| 35384 |
Hayba
Claim
An MCP server enabling AI agents to author Unreal Engine 5 scenes directly, wit…
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| 35385 |
Sling CLI MCP server for querying any database, running data pipelines and mana…
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| 35386 |
publicdata-kr
Claim
Korean public data API gateway for discovering and calling data.go.kr APIs from…
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| 35387 |
Context7 MCP Server
Claim
Provides access to the Context7 API for searching up-to-date documentation, cod…
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| 35388 |
mcp-pvgis
Claim
Enables querying PVGIS solar radiation and typical meteorological year data thr…
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| 35389 |
civ6mcp
Claim
Enables Claude to access real-time Civilization VI game data for strategic anal…
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| 35390 |
Intercom MCP Server
Claim
Enables AI agents to manage Intercom support workflows, including searching and…
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| 35391 |
polyplan-mcp
Claim
Enables structured multi-model AI planning sessions across multiple CLI coding …
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| 35392 |
YOLO-FFMPEG-MCP
Claim
An AI-powered MCP server for intelligent video processing, enabling automated a…
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| 35393 |
mcp-lbc
Claim
Exposes Leboncoin classified ads to Claude, allowing search with filters and fu…
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| 35394 |
Alpacon MCP Server
Claim
Enables AI assistants to securely access and manage servers via Alpacon's zero-…
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| 35395 |
mercury-mcp
Claim
Cross-architecture LLM internal observation database (23 models, 13 architectur…
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| 35396 |
MCP server for ROS2 enabling AI-driven robotics applications and services.
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| 35397 |
feishu-enhance-mcp
Claim
Enables real-time Feishu message monitoring, sending, file upload to cloud docu…
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| 35398 |
MCP Browser
Claim
Native macOS browser exposing an MCP server so AI agents can drive a real WKWeb…
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| 35399 |
Zerodha MCP Server
Claim
Enables AI assistants to interact with the Zerodha trading platform for placing…
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| 35400 |
Bastion
Claim
A local-first control plane for AI agent tools, providing policy enforcement, s…
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