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 ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9851 |
A Model Context Protocol (MCP) server that allows interaction with PDF and EPUB…
|
C 66 5⁄4 | ||||||||
| 9852 |
A Model Context Protocol server that enables AI assistants to query Vietnam sto…
|
C 66 5⁄5 | ||||||||
| 9853 |
A Model Context Protocol server that provides tools for searching arXiv papers …
|
C 66 5⁄5 | ||||||||
| 9854 |
Connects Ableton Live to Claude AI through the Model Context Protocol, enabling…
|
C 66 5⁄4 | ||||||||
| 9855 |
Provides access to 5,000+ Key Performance Indicators across 264 operating areas…
|
C 66 6⁄6 | ||||||||
| 9856 |
A Model Context Protocol server that provides secure curl command execution cap…
|
C 66 5⁄5 | ||||||||
| 9857 |
BlueMouse is the "Prefrontal Cortex" for LLMs. It uses a 180k+ failure pattern …
|
C 66 5⁄5 | ||||||||
| 9858 |
Provides machine learning researchers with tools for creating publication-quali…
|
C 66 5⁄5 | ||||||||
| 9859 |
基于MCP框架构建的GitLab集成服务器,提供多种GitLab RESTful API工具,支持项目搜索、任务管理、合并请求创建与审核等功能,帮助开发团队高…
|
C 66 5⁄5 | ||||||||
| 9860 |
A Model Context Protocol server that provides tools to interact with Adobe Expe…
|
C 66 5⁄5 | ||||||||
| 9861 |
Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write acc…
|
C 66 5⁄5 | ||||||||
| 9862 |
Provides AI models with real-time data about New England's power grid through a…
|
C 66 5⁄5 | ||||||||
| 9863 |
Hologres MCP Server
Claim
A universal interface that enables AI Agents to communicate with Hologres datab…
|
C 66 5⁄5 | ||||||||
| 9864 |
A server that enables web searches using different providers (currently Bing) a…
|
C 66 5⁄5 | ||||||||
| 9865 |
Integrates the eBird API with Claude to query bird observation data, including …
|
C 66 5⁄4 | ||||||||
| 9866 |
A Model Context Protocol server that helps large language models process code r…
|
C 66 5⁄5 | ||||||||
| 9867 |
Enables integration with Qase test management platform to create, retrieve, and…
|
C 66 5⁄5 | ||||||||
| 9868 |
Connect to any Discourse site to search and read topics, posts, users, categori…
|
C 66 6⁄6 | ||||||||
| 9869 |
Cafe Explorer
Claim
A simple demonstration of ChatGPT app with map integration
|
C 66 5⁄5 | ||||||||
| 9870 |
MCP server providing accessibility criteria from MagentaA11y
|
C 66 6⁄4 | ||||||||
| 9871 |
Provide powerful document parsing capabilities by integrating with the Mineru A…
|
C 66 5⁄5 | ||||||||
| 9872 |
Python-based server with 29 tools that provides real-time access to National Pa…
|
C 66 5⁄4 | ||||||||
| 9873 |
Access company financial statements, current and historical stock prices, crypt…
|
C 66 5⁄5 | ||||||||
| 9874 |
Logs Cursor AI chat interactions to Notion databases for documentation and know…
|
C 66 5⁄5 | ||||||||
| 9875 |
Enables AI assistants to publish posts to Medium with support for drafts, tags,…
|
C 66 5⁄5 | ||||||||
| 9876 |
Official DeepSeek MCP server for chat, completion, model listing, and balance e…
|
C 66 6⁄4 | ||||||||
| 9877 |
A modular Python framework implementing the Model Context Protocol (MCP). It fe…
|
C 66 5⁄4 | ||||||||
| 9878 |
Provides weather forecast data for locations in China using the HeFeng Weather …
|
C 66 5⁄5 | ||||||||
| 9879 |
A developer tool suite for Claude Code that automates the creation of CLAUDE.md…
|
C 66 5⁄5 | ||||||||
| 9880 |
|
C 66 5⁄4 | ||||||||
| 9881 |
MCP DevTools: A suite of Model Context Protocol servers enabling AI assistants …
|
C 66 6⁄4 | ||||||||
| 9882 |
Provides weather forecasts and alerts for US locations using the National Weath…
|
C 66 5⁄5 | ||||||||
| 9883 |
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
|
C 66 5⁄5 | ||||||||
| 9884 |
A Model Context Protocol server that provides AI assistants with persistent sem…
|
C 66 5⁄5 | ||||||||
| 9885 |
Enables academic literature management through PDF import, hybrid search, knowl…
|
C 66 5⁄5 | ||||||||
| 9886 |
Enables AI assistants to access real-time US weather forecasts and alerts throu…
|
C 66 5⁄5 | ||||||||
| 9887 |
Enables searching and retrieving content from BookStack knowledge bases via the…
|
C 66 5⁄5 | ||||||||
| 9888 |
EdgeOne Geo MCP Server
Claim
Enables AI models to access user geolocation information through EdgeOne Pages …
|
C 66 5⁄5 | ||||||||
| 9889 |
A Model Context Protocol server that enables interaction with Helm charts on Ar…
|
C 66 5⁄5 | ||||||||
| 9890 |
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt C…
|
C 66 5⁄4 | ||||||||
| 9891 |
Performs comprehensive crawler compliance risk assessment for webpages, evaluat…
|
C 66 5⁄5 | ||||||||
| 9892 |
An AI server that provides intelligent prompt optimization capabilities, enhanc…
|
C 66 5⁄4 | ||||||||
| 9893 |
Enables deployment of MCP servers on Cloudflare Workers without authentication …
|
C 66 5⁄5 | ||||||||
| 9894 |
An MCP server that enables AI clients to delegate tasks to autonomous developer…
|
C 66 5⁄5 | ||||||||
| 9895 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 66 5⁄5 | ||||||||
| 9896 |
Enables querying real-time air quality index (AQI) data for Chinese cities, inc…
|
C 66 5⁄5 | ||||||||
| 9897 |
Enables reading and analyzing Cloudflare Workers logpush data stored in R2 buck…
|
C 66 5⁄5 | ||||||||
| 9898 |
Enables intelligent web document scraping and conversation memory management fo…
|
C 66 5⁄5 | ||||||||
| 9899 |
A Model Context Protocol server that provides current weather forecasts for spe…
|
C 66 5⁄4 | ||||||||
| 9900 |
A Model Context Protocol server that helps users create, validate, manage, and …
|
C 66 5⁄5 | ||||||||