MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 25251 |
Enables seamless interaction with Odoo instances through the Model Context Prot…
|
F 25 4⁄4 | ||||||||
| 25252 |
Streaming music player that finds free music for you
|
F 25 4⁄3 | ||||||||
| 25253 |
MCP server to interact with the Discogs API
|
F 25 4⁄4 | ||||||||
| 25254 |
Open-source relational AI framework with identity persistence, memory, and MCP …
|
F 25 4⁄3 | ||||||||
| 25255 |
Security proxy that wraps any MCP server with bidirectional scanning for creden…
|
F 25 4⁄3 | ||||||||
| 25256 |
MCP server for the Lexware Office API that enables management of invoices, cont…
|
F 25 4⁄3 | ||||||||
| 25257 |
Enables web scraping, crawling, and content extraction by integrating with the …
|
F 25 4⁄4 | ||||||||
| 25258 |
|
F 25 4⁄3 | ||||||||
| 25259 |
An MCP server that bridges AI agents with GUI automation capabilities, allowing…
|
F 25 4⁄3 | ||||||||
| 25260 |
A master control platform that orchestrates intelligent agents with a plug-and-…
|
F 25 4⁄4 | ||||||||
| 25261 |
Better App Store Connect
|
F 25 4⁄3 | ||||||||
| 25262 |
A Model Context Protocol server that enables Claude Code to generate high-quali…
|
F 25 4⁄3 | ||||||||
| 25263 |
Enables autonomous AI-to-AI collaboration between Claude and Gemini to execute …
|
F 25 4⁄4 | ||||||||
| 25264 |
Enables AI assistants to interact with QuantConnect's algorithmic trading platf…
|
F 25 4⁄4 | ||||||||
| 25265 |
A high-performance FastAPI server supporting Model Context Protocol (MCP) for s…
|
F 25 4⁄4 | ||||||||
| 25266 |
Provides intelligent file system operations with advanced features including co…
|
F 25 4⁄4 | ||||||||
| 25267 |
Enables management of GitHub projects and issues using GitHub's GraphQL API. Su…
|
F 25 4⁄4 | ||||||||
| 25268 |
Self-hosted knowledge backend for AI agents with hybrid search and MCP tools
|
F 25 4⁄3 | ||||||||
| 25269 |
An enhanced MCP server for the Yuque knowledge base that provides advanced docu…
|
F 25 4⁄3 | ||||||||
| 25270 |
An MCP server plugin for the Tabby Terminal that enables AI assistants to execu…
|
F 25 4⁄3 | ||||||||
| 25271 |
Code Intelligence Engine — indexes your codebase and gives AI assistants deep u…
|
F 25 4⁄3 | ||||||||
| 25272 |
本MCP服务封装了新闻相关工具
|
F 25 4⁄3 | ||||||||
| 25273 |
A template MCP server created with xmcp that provides a structured framework fo…
|
F 25 4⁄3 | ||||||||
| 25274 |
Enables AI agents to control headless browsers running on geographically distri…
|
F 25 4⁄4 | ||||||||
| 25275 |
Prediction market probability oracle. 500+ markets from Kalshi, Polymarket & Me…
|
F 25 4⁄3 | ||||||||
| 25276 |
Enables AI agents to programmatically generate, edit, and view Excalidraw diagr…
|
F 25 4⁄4 | ||||||||
| 25277 |
A tool that integrates with GitHub and Notion to analyze and review pull reques…
|
F 25 4⁄4 | ||||||||
| 25278 |
Transforms Obsidian vaults into AI-powered knowledge bases using multi-layer RA…
|
F 25 4⁄4 | ||||||||
| 25279 |
Enables AI coding agents to efficiently query code context via a symbol graph, …
|
F 25 4⁄3 | ||||||||
| 25280 |
Enables AI assistants to interact with Vanta's security compliance platform to …
|
F 25 4⁄4 | ||||||||
| 25281 |
AI‑powered YouTube uploader—no CLI, no YouTube Studio. Uploade videos directly …
|
F 25 4⁄4 | ||||||||
| 25282 |
HttpRunner 是一款开源的 API/UI 测试框架，简单易用，功能强大，具有丰富的插件化机制和高度的可扩展能力。
|
F 25 4⁄3 | ||||||||
| 25283 |
Provides tools for retrieving Minecraft Java and Bedrock server status via the …
|
F 25 4⁄4 | ||||||||
| 25284 |
Universal Maven Central dependency intelligence for JVM build tools (Maven, Gra…
|
F 25 4⁄3 | ||||||||
| 25285 |
A high-performance string search utility with Model Context Protocol integratio…
|
F 25 4⁄3 | ||||||||
| 25286 |
Connects AI assistants to the TailorKit API, enabling them to manage customizab…
|
F 25 4⁄4 | ||||||||
| 25287 |
Enables AI-powered email management for Microsoft Outlook, allowing users to se…
|
F 25 4⁄3 | ||||||||
| 25288 |
A comprehensive MCP server that exposes Frida's dynamic instrumentation toolkit…
|
F 25 4⁄3 | ||||||||
| 25289 |
MCP server for the Omnivox platform used by Quebec CEGEPs. Enables AI agents to…
|
F 25 4⁄4 | ||||||||
| 25290 |
A Model Context Protocol (MCP) server that enables LLMs to interact with Plane.…
|
F 25 4⁄4 | ||||||||
| 25291 |
Enables external tool registration and execution through WebSocket-based commun…
|
F 25 4⁄4 | ||||||||
| 25292 |
Flag features directly from chat in your IDE with [Reflag](https://reflag.com).
|
F 25 4⁄4 | ||||||||
| 25293 |
Enables static analysis of Solidity smart contracts using Slither, including co…
|
F 25 4⁄3 | ||||||||
| 25294 |
Enable AI video generation, replica management, conversational AI, lipsync, and…
|
F 25 4⁄3 | ||||||||
| 25295 |
A Model Context Protocol server implementation that enables AI assistants to in…
|
F 25 4⁄4 | ||||||||
| 25296 |
Non-custodial Solana swap & limit order engine for AI agents.
|
F 25 4⁄3 | ||||||||
| 25297 |
An automation tool for macOS that uses AppleScript and JXA to manage Discord se…
|
F 25 4⁄3 | ||||||||
| 25298 |
A Multi-Agent Conversation Protocol Server for the GitHub API, auto-generated u…
|
F 25 4⁄4 | ||||||||
| 25299 |
Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. OpenAI GPT-5, Deeps…
|
F 25 4⁄3 | ||||||||
| 25300 |
An open-source Model Context Protocol application management platform that allo…
|
F 25 4⁄3 | ||||||||