MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13801 |
Xiaohongshu MCP Server
Claim
An automation server that enables interaction with Xiaohongshu platform through…
|
C 56 5⁄4 | ||||||||
| 13802 |
A lightweight FastMCP server that enables language models to discover, clone, t…
|
C 56 5⁄5 | ||||||||
| 13803 |
An MCP server for the Microsoft Qlib quantitative research platform that enable…
|
C 56 5⁄4 | ||||||||
| 13804 |
Enables AI-powered academic research workflow from keyword search to hypothesis…
|
C 56 5⁄5 | ||||||||
| 13805 |
Provides advanced probabilistic decision-making algorithms including MDPs, MCTS…
|
C 56 6⁄6 | ||||||||
| 13806 |
An MCP server that enables AI assistants to verify BibTeX citations and URLs ag…
|
C 56 5⁄5 | ||||||||
| 13807 |
mcp-exam
Claim
|
C 56 5⁄4 | ||||||||
| 13808 |
Promote music on Spotify and grow YouTube channels through AI-powered Meta and …
|
C 56 6⁄6 | ||||||||
| 13809 |
Enables users to create rich country profiles by searching for high-quality ima…
|
C 56 5⁄5 | ||||||||
| 13810 |
A Machine Control Protocol (MCP) server that enables storing and retrieving inf…
|
C 56 5⁄5 | ||||||||
| 13811 |
A demonstration project that implements a Model Context Protocol (MCP) server w…
|
C 56 5⁄5 | ||||||||
| 13812 |
An MCP server that enables Microsoft Copilot Studio to retrieve random jokes fr…
|
C 56 5⁄5 | ||||||||
| 13813 |
Access oceanographic and environmental data from 63+ ERDDAP servers worldwide t…
|
C 56 6⁄6 | ||||||||
| 13814 |
A FastMCP-based server that enables uploading text and base64-encoded content t…
|
C 56 5⁄5 | ||||||||
| 13815 |
A Model Context Protocol server that provides intelligent file reading and sema…
|
C 56 5⁄5 | ||||||||
| 13816 |
A Model Context Protocol server that provides specialized prompt suggestions fo…
|
C 56 5⁄5 | ||||||||
| 13817 |
Provide a scaffold for building MCP servers with ease. Enable rapid development…
|
C 56 5⁄4 | ||||||||
| 13818 |
|
C 56 6⁄6 | ||||||||
| 13819 |
MCP Server for send text/markdown message via dingding (aka dingtalk) group cus…
|
C 56 6⁄6 | ||||||||
| 13820 |
Provides tools for reading and extracting text from PDF files, supporting both …
|
C 56 5⁄5 | ||||||||
| 13821 |
Enables access to Instagram data through EnsembleData API, allowing retrieval o…
|
C 56 5⁄5 | ||||||||
| 13822 |
Enables searching and retrieving detailed flight information using the Duffel A…
|
C 56 6⁄6 | ||||||||
| 13823 |
Enables retrieval of comprehensive financial data from Yahoo Finance, including…
|
C 56 6⁄4 | ||||||||
| 13824 |
Exposes local persistent memory as an MCP server with Markdown storage, PARA or…
|
C 56 5⁄4 | ||||||||
| 13825 |
A Model Context Protocol server that provides video processing capabilities inc…
|
C 56 5⁄5 | ||||||||
| 13826 |
CAD-MCP
Claim
Enables users to control CAD software like AutoCAD, GstarCAD, and ZWCAD through…
|
C 56 5⁄4 | ||||||||
| 13827 |
WHO ICF classification codes for health and disability. Lookup, search, browse …
|
C 56 6⁄6 | ||||||||
| 13828 |
Transforms a GitHub repository into a structured personal brain for AI to manag…
|
C 56 5⁄5 | ||||||||
| 13829 |
Polymarket MCP Server
Claim
Provides AI-powered tools for searching Polymarket prediction markets and calcu…
|
C 56 5⁄5 | ||||||||
| 13830 |
A beginner-friendly collection of MCP server implementations demonstrating calc…
|
C 56 5⁄5 | ||||||||
| 13831 |
Intake-Triage
Claim
Classify raw text into structured triage objects with intent, urgency, category…
|
C 56 5⁄5 | ||||||||
| 13832 |
Enables creating Google Calendar meeting invites with automated authentication …
|
C 56 5⁄5 | ||||||||
| 13833 |
Enables AI models to extract transcripts from YouTube videos in multiple langua…
|
C 56 6⁄6 | ||||||||
| 13834 |
MCP-native collaborative markdown editor with real-time AI document editing
|
C 56 6⁄6 | ||||||||
| 13835 |
Transforms CSV and Excel data into Markdown-formatted vector embeddings stored …
|
C 56 5⁄4 | ||||||||
| 13836 |
苹果 MCP 工具 ✅
|
C 56 6⁄6 | ||||||||
| 13837 |
Provides a comprehensive API wrapper for GitHub operations through a FastMCP-ba…
|
C 56 6⁄6 | ||||||||
| 13838 |
An MCP server that provides access to up-to-date Stimulus JS documentation dire…
|
C 56 5⁄5 | ||||||||
| 13839 |
MCP server for Proxmox VE management (VM, LXC, nodes)
|
C 56 5⁄5 | ||||||||
| 13840 |
A demonstration MCP server built with FastMCP that provides basic mathematical …
|
C 56 5⁄5 | ||||||||
| 13841 |
Enables AI agents to fetch real-time weather data for any location using the Op…
|
C 56 5⁄5 | ||||||||
| 13842 |
Enables AI assistants to create and animate graphics in PinePaper Studio using …
|
C 56 6⁄6 | ||||||||
| 13843 |
MCP Web Scraper Server
Claim
An advanced web search and scraping server that enables AI models to perform ta…
|
C 56 6⁄6 | ||||||||
| 13844 |
Provides real-time stock price data from global markets, including the US, Chin…
|
C 56 5⁄5 | ||||||||
| 13845 |
ZeroTrusted-ai PII Detection Agent
|
C 56 5⁄4 | ||||||||
| 13846 |
AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall …
|
C 56 6⁄6 | ||||||||
| 13847 |
Date and Time MCP Server
Claim
A simple Model Context Protocol (MCP) server that provides date and time functi…
|
C 56 5⁄5 | ||||||||
| 13848 |
Generates professional Adobe Commerce support responses from case findings. Sup…
|
C 56 5⁄4 | ||||||||
| 13849 |
Enables Claude AI to extract transcripts from YouTube videos with zero setup re…
|
C 56 6⁄6 | ||||||||
| 13850 |
An MCP server that enables AI agents to analyze executable files using Detect I…
|
C 56 5⁄5 | ||||||||