MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 1 hour, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15001 |
Enables generation of Xiaohongshu (Little Red Book) social media content includ…
|
F 30 5⁄5 | ||||||||
| 15002 |
Enables AI assistants to play Pokemon Fire Red through the mGBA emulator by pro…
|
F 30 5⁄4 | ||||||||
| 15003 |
MCPX is a production-ready, open-source gateway to manage MCP servers at scale—…
|
F 30 5⁄5 | ||||||||
| 15004 |
Enables AI agents to generate music and audio content using the MiniMax Music A…
|
F 30 5⁄5 | ||||||||
| 15005 |
A demonstration server showing MCP implementation in Python with resource handl…
|
F 30 5⁄4 | ||||||||
| 15006 |
Search and retrieve news articles and trending keywords from Google News and Go…
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F 30 5⁄5 | ||||||||
| 15007 |
Enables interaction with the Swagger Petstore API (Petclinic v2) to fetch and m…
|
F 30 5⁄5 | ||||||||
| 15008 |
Three-layer memory system for agents (identity/active/archive) with semantic se…
|
F 30 5⁄4 | ||||||||
| 15009 |
Turn a web service into an MCP server in one click without making any code chan…
|
F 30 5⁄5 | ||||||||
| 15010 |
Real-time security framework for MCP servers that detects and blocks malicious …
|
F 30 5⁄4 | ||||||||
| 15011 |
Fetch YouTube subtitles and transcripts for AI analysis
|
F 30 5⁄5 | ||||||||
| 15012 |
A simple server implementing the Model Context Protocol (MCP) that echoes messa…
|
F 30 5⁄5 | ||||||||
| 15013 |
Enables interaction with the Civitai API to search for AI models, browse images…
|
F 30 5⁄5 | ||||||||
| 15014 |
MCP server for AI agent for cybersecurity: automate assessment of documents, qu…
|
F 30 5⁄5 | ||||||||
| 15015 |
MCP server exposing SSH control for Linux and Windows servers via Model Context…
|
F 30 5⁄4 | ||||||||
| 15016 |
Identity, trust, and A2A orchestration for autonomous AI agents. Official A2A p…
|
F 30 6⁄6 | ||||||||
| 15017 |
An intelligent MCP server that automatically generates Conventional Commits sty…
|
F 30 5⁄5 | ||||||||
| 15018 |
Persistent memory with knowledge graph visualization, semantic/hybrid search, c…
|
F 30 5⁄5 | ||||||||
| 15019 |
Enables intelligent management of Google Cloud Platform infrastructure using Te…
|
F 30 5⁄5 | ||||||||
| 15020 |
This server provides a note storage system with a custom URI scheme, allowing u…
|
F 30 5⁄4 | ||||||||
| 15021 |
Connects Claude to Google Docs, allowing users to list, read, create, update, s…
|
F 30 5⁄4 | ||||||||
| 15022 |
Enables interaction with the Monad blockchain to analyze smart contract source …
|
F 30 5⁄5 | ||||||||
| 15023 |
A powerful Model Context Protocol (MCP) server that provides an access to serve…
|
F 30 5⁄4 | ||||||||
| 15024 |
A browser monitoring and interaction tool that enables AI applications to captu…
|
F 30 6⁄4 | ||||||||
| 15025 |
A Model Context Protocol server that enables AI clients to interact with virtua…
|
F 30 5⁄5 | ||||||||
| 15026 |
Provides a Qt-based graphical interface for AI tools like Cursor to facilitate …
|
F 30 5⁄4 | ||||||||
| 15027 |
Enables AI assistants to send text notifications with titles, messages, signatu…
|
F 30 5⁄5 | ||||||||
| 15028 |
Allows the AI to query GraphQL servers
|
F 30 5⁄5 | ||||||||
| 15029 |
Chat with OpenAI's smartest models
|
F 30 5⁄5 | ||||||||
| 15030 |
Free Bing search MCP server - No API key required
|
F 30 5⁄4 | ||||||||
| 15031 |
An AI-driven web3 collaboration protocol that enables users to create, collabor…
|
F 30 5⁄4 | ||||||||
| 15032 |
Enables AI agents to autonomously manage and improve execution processes for re…
|
F 30 5⁄4 | ||||||||
| 15033 |
A FastMCP server that provides natural language interaction with MS SQL databas…
|
F 30 5⁄4 | ||||||||
| 15034 |
An MCP server that delivers real-time token prices from Uniswap V3 across multi…
|
F 30 5⁄5 | ||||||||
| 15035 |
A custom Model Context Protocol implementation that integrates Perplexity AI wi…
|
F 30 5⁄5 | ||||||||
| 15036 |
Rijksmuseum API integration for artwork search, details, and collections
|
F 30 5⁄5 | ||||||||
| 15037 |
Enables fact-checking of news headlines using Google Gemini AI and web search v…
|
F 30 5⁄5 | ||||||||
| 15038 |
Facilitates controlling Apple Music on macOS via AppleScript through MCP comman…
|
F 30 5⁄4 | ||||||||
| 15039 |
A Model Context Protocol server that enables high-quality image generation usin…
|
F 30 5⁄5 | ||||||||
| 15040 |
Enables integration with Google Drive for listing, reading, and searching over …
|
F 30 5⁄5 | ||||||||
| 15041 |
An MCP server that enables AI clients to delegate tasks to autonomous developer…
|
F 30 5⁄5 | ||||||||
| 15042 |
Enables AI assistants running in WSL to capture Windows screenshots of full des…
|
F 30 5⁄5 | ||||||||
| 15043 |
An MCP server that enables AI agents to send notifications and request user inp…
|
F 30 5⁄5 | ||||||||
| 15044 |
Execute terminal commands locally or remotely via SSH with session persistence …
|
F 30 5⁄4 | ||||||||
| 15045 |
A proxy server that wraps existing MCP servers to significantly reduce token co…
|
F 30 5⁄4 | ||||||||
| 15046 |
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
F 30 5⁄4 | ||||||||
| 15047 |
Enables interaction with Amazon services through AI assistants, allowing users …
|
F 30 5⁄5 | ||||||||
| 15048 |
MCP Checkpoint continuously secures and monitors Model Context Protocol operati…
|
F 30 5⁄4 | ||||||||
| 15049 |
Enables advanced web search across multiple search engines (Brave, DuckDuckGo, …
|
F 30 5⁄5 | ||||||||
| 15050 |
An MCP server that provides native Discord tools for Claude Code, enabling bidi…
|
F 30 5⁄5 | ||||||||