MCP Server Quality Scores
Independent quality analysis of 58073 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15001 |
一个用于联网搜索的MCP服务器,基于博查搜索API
A MCP server for internet search, based on the Bocha …
|
F 30 5⁄5 | ||||||||
| 15002 |
A Model Context Protocol server that provides Flutter UI templates for developm…
|
F 30 5⁄4 | ||||||||
| 15003 |
Allows AI assistants to access and analyze your Cursor conversation history, en…
|
F 30 5⁄4 | ||||||||
| 15004 |
Provides AI agents access to news aggregation from 80,000+ sources via the News…
|
F 30 5⁄5 | ||||||||
| 15005 |
Triangulates HelpScout support tickets and ProductLift feature requests to gene…
|
F 30 5⁄5 | ||||||||
| 15006 |
A minimal fastmcp demonstration server that provides a simple addition tool thr…
|
F 30 5⁄5 | ||||||||
| 15007 |
Connects Claude to Google Docs, allowing users to list, read, create, update, s…
|
F 30 5⁄4 | ||||||||
| 15008 |
CAD MCP Server
|
F 30 5⁄4 | ||||||||
| 15009 |
A secure Model Context Protocol server that allows AI assistants to execute ter…
|
F 30 5⁄4 | ||||||||
| 15010 |
Provides tools for automated company research, competitor identification, and b…
|
F 30 5⁄5 | ||||||||
| 15011 |
A lightweight and modular framework for building MCP-based file management syst…
|
F 30 5⁄5 | ||||||||
| 15012 |
An MCP server for running code locally via Docker and supporting multiple progr…
|
F 30 5⁄4 | ||||||||
| 15013 |
Spiritual services for AI agents — confessions, salvation, identity. x402 payme…
|
F 30 6⁄4 | ||||||||
| 15014 |
A server that implements Retrieval-Augmented Generation using GroundX and OpenA…
|
F 30 5⁄5 | ||||||||
| 15015 |
A Node.js implementation for vector search using LanceDB and Ollama's embedding…
|
F 30 5⁄5 | ||||||||
| 15016 |
A Docker-based local RAG backend that provides advanced document search capabil…
|
F 30 5⁄4 | ||||||||
| 15017 |
Real-time screen analysis, context-aware recording, and UI monitoring MCP serve…
|
F 30 5⁄4 | ||||||||
| 15018 |
Enable natural language interactions with CircleCI functionality through MCP-en…
|
F 30 5⁄5 | ||||||||
| 15019 |
A server-based tool that enables the generation of mathematical animations from…
|
F 30 5⁄5 | ||||||||
| 15020 |
Enables direct interaction with the Discord API using both REST API calls and s…
|
F 30 5⁄5 | ||||||||
| 15021 |
A Model Context Protocol server that allows Claude to make API requests on your…
|
F 30 5⁄5 | ||||||||
| 15022 |
Enables AI assistants running in WSL to capture Windows screenshots of full des…
|
F 30 5⁄5 | ||||||||
| 15023 |
An MCP server that gives Claude Desktop complete intelligence about any public …
|
F 30 5⁄5 | ||||||||
| 15024 |
A Model Context Protocol server that bridges AI assistants like Claude with Wor…
|
F 30 5⁄5 | ||||||||
| 15025 |
Send emails directly from your applications using AWS SES. Integrate seamlessly…
|
F 30 5⁄5 | ||||||||
| 15026 |
An intelligent tool that automates the setup of new Model Context Protocol (MCP…
|
F 30 5⁄4 | ||||||||
| 15027 |
Execute PowerShell commands securely with controlled timeouts and input validat…
|
F 30 5⁄4 | ||||||||
| 15028 |
A local server that enables Claude Desktop to interact with your macOS Contacts…
|
F 30 5⁄5 | ||||||||
| 15029 |
Trade bonding curve tokens on Base via Mint Club V2 — buy, sell, swap, create
|
F 30 5⁄4 | ||||||||
| 15030 |
A Model Context Protocol server for querying and analyzing Azure resources at s…
|
F 30 5⁄5 | ||||||||
| 15031 |
A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functio…
|
F 30 5⁄4 | ||||||||
| 15032 |
A lightweight Flask-based server that enables Claude AI to perform real-time we…
|
F 30 5⁄5 | ||||||||
| 15033 |
A Model Context Protocol server that enables AI to interact with Twitter, allow…
|
F 30 5⁄5 | ||||||||
| 15034 |
A local MCP gateway that compresses multiple upstream servers into two tools, s…
|
F 30 5⁄4 | ||||||||
| 15035 |
Enables LLMs to search and retrieve PayNow Component documentation directly, ac…
|
F 30 6⁄6 | ||||||||
| 15036 |
Multi-AI crypto token scanner. 6 AI agents independently analyze and debate tok…
|
F 30 6⁄6 | ||||||||
| 15037 |
Generate tailored quality criteria and scoring guides from your task descriptio…
|
F 30 6⁄6 | ||||||||
| 15038 |
Provides real-time web research and URL summarization capabilities using Gemini…
|
F 30 5⁄4 | ||||||||
| 15039 |
A Python-based execution tool that mimics a Jupyter notebook environment. It ac…
|
F 30 5⁄5 | ||||||||
| 15040 |
Enables intelligent management of Google Cloud Platform infrastructure using Te…
|
F 30 5⁄5 | ||||||||
| 15041 |
A FastMCP-powered microserver that allows users to programmatically generate we…
|
F 30 5⁄4 | ||||||||
| 15042 |
Helps YouTube content creators find perfect background music for their shorts b…
|
F 30 5⁄5 | ||||||||
| 15043 |
Analyze stocks and SEC filings to surface key insights, from price and volume t…
|
F 30 6⁄6 | ||||||||
| 15044 |
Interact with the Discord platform.
|
F 30 5⁄5 | ||||||||
| 15045 |
AI agent economic settlement. Verify receipts, emit meters (FREE). Net settleme…
|
F 30 6⁄6 | ||||||||
| 15046 |
Enables seamless real-time collaboration between Claude Code and the Gemini CLI…
|
F 30 5⁄4 | ||||||||
| 15047 |
🏎️ 🏠 🍎 🪟 🐧️ MCP server connecting AI systems to Stockfish chess engine.
|
F 30 5⁄4 | ||||||||
| 15048 |
An intelligent task management server that generates context-aware engineering …
|
F 30 5⁄5 | ||||||||
| 15049 |
Normalize and convert more than 400 file types via TweekIT's hosted MCP streama…
|
F 30 6⁄6 | ||||||||
| 15050 |
MCP server for verifying EUDI/Talao wallet data via OIDC4VP (pull) for AI agent…
|
F 30 6⁄6 | ||||||||