MCP Server Quality Scores
Independent quality analysis of 57597 public MCP servers
Last updated 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16001 |
Enables AI assistants to interact with Hadoop Hue for executing SQL queries usi…
|
F 25 5⁄5 | ||||||||
| 16002 |
Enables image generation using OpenAI's DALL-E and GPT-Image models directly th…
|
F 25 5⁄5 | ||||||||
| 16003 |
Enables AI assistants to help developers integrate gasless transactions on the …
|
F 25 5⁄5 | ||||||||
| 16004 |
Search web using baidu with AI.
|
F 25 5⁄5 | ||||||||
| 16005 |
A server that provides Luma AI's video generation API as the Model Context Prot…
|
F 25 5⁄5 | ||||||||
| 16006 |
A Model Context Protocol server that enables automated end-to-end testing with …
|
F 25 5⁄4 | ||||||||
| 16007 |
Search Apollo docs, specs, and best practices
|
F 25 5⁄4 | ||||||||
| 16008 |
A Model Context Protocol server that provides tools for interacting with Gmail …
|
F 25 5⁄5 | ||||||||
| 16009 |
Enables interaction with Mureka's AI music generation APIs to create lyrics, so…
|
F 25 5⁄5 | ||||||||
| 16010 |
An MCP server that provides access to Stern, a philosophical AI mentor combinin…
|
F 25 5⁄5 | ||||||||
| 16011 |
🚀 Universal SDK for building next-gen MCP servers
|
F 25 5⁄4 | ||||||||
| 16012 |
Enables AI assistants to access TestFlight beta tester feedback, including scre…
|
F 25 5⁄5 | ||||||||
| 16013 |
An MCP server that exposes Eduframe resources as tools, allowing users to manag…
|
F 25 5⁄5 | ||||||||
| 16014 |
Automatically generates and updates CVs/resumes by aggregating data from git co…
|
F 25 5⁄4 | ||||||||
| 16015 |
Provides comprehensive enterprise e-commerce data including global store profil…
|
F 25 6⁄6 | ||||||||
| 16016 |
Connects Claude Desktop to Tableau Server for natural language interactions wit…
|
F 25 5⁄5 | ||||||||
| 16017 |
Enables AI assistants to perform NCBI BLAST sequence similarity searches throug…
|
F 25 6⁄6 | ||||||||
| 16018 |
A server that allows you to explore the GitHub GraphQL schema and execute Graph…
|
F 25 5⁄5 | ||||||||
| 16019 |
Provides complete Portuguese invoice management with 60+ specialized tools incl…
|
F 25 5⁄5 | ||||||||
| 16020 |
Enables asynchronous transcription of long audio and video files using Deepgram…
|
F 25 5⁄5 | ||||||||
| 16021 |
URL MCP is a proof of concept stateless MCP server builder that allows users to…
|
F 25 5⁄5 | ||||||||
| 16022 |
A Model Context Protocol server implementation that enables AI assistants to se…
|
F 25 5⁄4 | ||||||||
| 16023 |
🦜✨ Chat system, MCP server, and reusable components to improve LLMs capabilitie…
|
F 25 5⁄4 | ||||||||
| 16024 |
A Model Context Protocol server that enables advanced task and project manageme…
|
F 25 5⁄5 | ||||||||
| 16025 |
An MCP server that connects to the Paper WebSocket API for managing canvas node…
|
F 25 5⁄5 | ||||||||
| 16026 |
Document signing for AI agents. Send markdown or PDF for two-party e-signing wi…
|
F 25 5⁄5 | ||||||||
| 16027 |
Enables comprehensive control over macOS GUI elements including mouse, keyboard…
|
F 25 5⁄4 | ||||||||
| 16028 |
Enables interaction with the complete Cloudflare API using a codemode pattern t…
|
F 25 5⁄5 | ||||||||
| 16029 |
Enables the creation of interactive schedule visualizations on rhylthyme.com fe…
|
F 25 6⁄6 | ||||||||
| 16030 |
Enables AI assistants to manage personal finances by storing, analyzing, and ex…
|
F 25 5⁄4 | ||||||||
| 16031 |
Multi-tool API for AI agents with MCP support: image generation (Flux), web scr…
|
F 25 5⁄5 | ||||||||
| 16032 |
An MCP server for Apify's open-source RAG Web Browser Actor to perform web sear…
|
F 25 5⁄5 | ||||||||
| 16033 |
This repository demonstrates how to use AutoGen to integrate local and remote M…
|
F 25 5⁄5 | ||||||||
| 16034 |
MCP server for the Recite API, enabling receipt scanning, transaction managemen…
|
F 25 5⁄5 | ||||||||
| 16035 |
A FastMCP-based server that enables interaction with MySQL databases, supportin…
|
F 25 5⁄5 | ||||||||
| 16036 |
A secure secrets management server that enables LLMs to execute CLI commands us…
|
F 25 5⁄4 | ||||||||
| 16037 |
A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication…
|
F 25 5⁄5 | ||||||||
| 16038 |
🎭 The Personality Layer for LLMs- Transform any MCP-compatible AI with rich, co…
|
F 25 5⁄5 | ||||||||
| 16039 |
A FastMCP-based server providing tools for weather queries, random number gener…
|
F 25 5⁄5 | ||||||||
| 16040 |
A bridge between Unity and AI assistants that enables AI to interact with Unity…
|
F 25 5⁄5 | ||||||||
| 16041 |
Provides a comprehensive interface to a personal knowledge base, including tool…
|
F 25 5⁄5 | ||||||||
| 16042 |
Enables users to generate professional Chinese resume PDFs from JSON data with …
|
F 25 5⁄5 | ||||||||
| 16043 |
An MCP server providing tools for AI agents to mint ERC-20 tokens across multip…
|
F 25 5⁄5 | ||||||||
| 16044 |
This MCP server searches Google's public ads database and uses AI to analyze ad…
|
F 25 5⁄5 | ||||||||
| 16045 |
A secure Model Context Protocol server that allows AI assistants and LLM applic…
|
F 25 5⁄4 | ||||||||
| 16046 |
Enables AI agents to scrape any website by providing tools for JavaScript rende…
|
F 25 5⁄5 | ||||||||
| 16047 |
An implementation of Claude Code as a Model Context Protocol server that enable…
|
F 25 5⁄5 | ||||||||
| 16048 |
A Bun-based MCP server providing a persistent HTTP request toolset for testing …
|
F 25 5⁄5 | ||||||||
| 16049 |
An MCP server that enables users to execute arbitrary shell commands on their l…
|
F 25 5⁄4 | ||||||||
| 16050 |
Provide AI-powered security analysis and safety instruction tools to protect AI…
|
F 25 5⁄4 | ||||||||