MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22101 |
Extract content from URLs, documents, videos, and audio files using intelligent…
|
F 30 4⁄3 | ||||||||
| 22102 |
A simple GUI for managing MCP servers, for easy toggle mcp servers.
|
F 30 4⁄3 | ||||||||
| 22103 |
Manage Expo and React Native projects from setup to release. Trigger cloud buil…
|
F 30 4⁄4 | ||||||||
| 22104 |
A specialized code review service that provides 36+ critics for different progr…
|
F 30 4⁄3 | ||||||||
| 22105 |
Enables first-order logic reasoning including theorem proving, model finding, c…
|
F 30 4⁄4 | ||||||||
| 22106 |
Enable question answering workflows with a simple agent setup. Facilitate autom…
|
F 30 4⁄3 | ||||||||
| 22107 |
AI agent discovery, marketplace, messaging, and payments on Nostr — no platform…
|
F 30 4⁄3 | ||||||||
| 22108 |
An MCP server that enables interaction with Google Cloud Filestore API, allowin…
|
F 30 4⁄4 | ||||||||
| 22109 |
Enables LLM agents to query and analyze ActivityWatch time tracking data, inclu…
|
F 30 4⁄4 | ||||||||
| 22110 |
Enables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databa…
|
F 30 4⁄3 | ||||||||
| 22111 |
Persistent memory system for AI coding assistants. Captures decisions, learning…
|
F 30 4⁄3 | ||||||||
| 22112 |
mcp-oceanbase
|
F 30 4⁄4 | ||||||||
| 22113 |
A Model Context Protocol server that wraps the official Obsidian CLI to allow A…
|
F 30 4⁄3 | ||||||||
| 22114 |
Enables AI-powered Slack workspace management with 18+ tools for messaging, cha…
|
F 30 4⁄4 | ||||||||
| 22115 |
A serverless backend that enables natural language querying of a Postgres datab…
|
F 30 4⁄4 | ||||||||
| 22116 |
An MCP server that enables AI assistants to order food from TGO Yemek by browsi…
|
F 30 4⁄4 | ||||||||
| 22117 |
Enables programmatic interaction with ArchiveBox web archiving functionality th…
|
F 30 4⁄4 | ||||||||
| 22118 |
Search, retrieve, compare, and render SVG icons visually for AI agents.
|
F 30 4⁄3 | ||||||||
| 22119 |
Summarize academic papers by uploading PDFs or providing PDF URLs to get concis…
|
F 30 4⁄3 | ||||||||
| 22120 |
A server providing text-to-speech and speech-to-text functionalities using Wind…
|
F 30 4⁄3 | ||||||||
| 22121 |
Zread.ai MCP Server - 连接 zread.ai 文档平台的 MCP 服务器，让 AI 助手能够阅读 GitHub 仓库文档、搜索代码、与仓…
|
F 30 4⁄3 | ||||||||
| 22122 |
MCP Server that enables natural language interaction with iSendPro's SMS messag…
|
F 30 4⁄4 | ||||||||
| 22123 |
Enables users to create professional React-powered videos through Claude Deskto…
|
F 30 4⁄3 | ||||||||
| 22124 |
A simple server that acts as a Master Control Program (MCP) for unified interac…
|
F 30 4⁄4 | ||||||||
| 22125 |
A productivity coaching assistant designed for ADHD support that provides intel…
|
F 30 4⁄3 | ||||||||
| 22126 |
A TypeScript MCP server for Codecks project management that provides over 32 to…
|
F 30 4⁄4 | ||||||||
| 22127 |
mcp\_3d\_relief
|
F 30 4⁄4 | ||||||||
| 22128 |
A FastAPI-based Model Context Protocol server that exposes herd data through a …
|
F 30 4⁄4 | ||||||||
| 22129 |
A demonstration MCP server showcasing the xmcp framework's structured approach …
|
F 30 4⁄3 | ||||||||
| 22130 |
This MCP (Model Context Protocol) Server provides a communication interface for…
|
F 30 4⁄3 | ||||||||
| 22131 |
Provides hybrid semantic and keyword code search for Claude Code using BM25 and…
|
F 30 4⁄3 | ||||||||
| 22132 |
A Docker-containerized MCP proxy that provides AI image generation, text genera…
|
F 30 4⁄4 | ||||||||
| 22133 |
An MCP server that retrieves and provides Wikipedia content for requested topic…
|
F 30 4⁄3 | ||||||||
| 22134 |
Enables AI agents to perform comprehensive person and company lookups by integr…
|
F 30 4⁄4 | ||||||||
| 22135 |
Provides personalized book recommendations through OpenRouter and ChatGPT based…
|
F 30 4⁄4 | ||||||||
| 22136 |
Enables AI agents to securely read and write data to an Atomic CRM instance via…
|
F 30 4⁄4 | ||||||||
| 22137 |
A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and E…
|
F 30 4⁄3 | ||||||||
| 22138 |
A server implementing the Model Context Protocol that enables AI assistants lik…
|
F 30 4⁄4 | ||||||||
| 22139 |
An advanced management platform that integrates FastAPI and React TypeScript, p…
|
F 30 4⁄4 | ||||||||
| 22140 |
Enables management and querying of multiple MySQL databases through natural lan…
|
F 30 4⁄4 | ||||||||
| 22141 |
Enables searching and retrieving academic papers from arXiv by topic, allowing …
|
F 30 4⁄4 | ||||||||
| 22142 |
An API-based accounting analysis tool that identifies financial anomalies like …
|
F 30 4⁄4 | ||||||||
| 22143 |
🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.
|
F 30 4⁄3 | ||||||||
| 22144 |
MCP server for TIDAL - search tracks, manage playlists, and get personalized re…
|
F 30 4⁄3 | ||||||||
| 22145 |
Trello for Claude Code: AI-powered task management with 60 MCP tools, visual Ka…
|
F 30 4⁄4 | ||||||||
| 22146 |
Enables the analysis of massive datasets by storing data in external variables …
|
F 30 4⁄4 | ||||||||
| 22147 |
Infrastructure Auto Provisioner
|
F 30 4⁄4 | ||||||||
| 22148 |
Bridges the WhatsApp HTTP API with AI assistants to enable full control over me…
|
F 30 4⁄4 | ||||||||
| 22149 |
Provides a natural language interface for querying and managing PostgreSQL, MyS…
|
F 30 4⁄4 | ||||||||
| 22150 |
A simple server that enables management of LimeSurvey surveys and responses thr…
|
F 30 4⁄4 | ||||||||