MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8551 |
Seafile MCP Server
Claim
Connects Claude to your self-hosted or cloud-based Seafile storage for managing…
|
C 68 5⁄5 | ||||||||
| 8552 |
Gives Goose/Cursor access to your iOS/macOS project index through the Model Con…
|
C 68 5⁄4 | ||||||||
| 8553 |
Weather MCP Server
Claim
A Model Context Protocol compatible server that provides weather information fo…
|
C 68 5⁄5 | ||||||||
| 8554 |
An MCP server that enables reading, writing, and searching documents in Outline…
|
C 68 5⁄5 | ||||||||
| 8555 |
A collection of Model Context Protocol servers providing advanced capabilities …
|
C 68 5⁄5 | ||||||||
| 8556 |
The trust layer for AI trading agents. Real-time world state (exchange status, …
|
C 68 5⁄4 | ||||||||
| 8557 |
A foundational implementation of a Model Context Protocol (MCP) server designed…
|
C 68 4⁄4 | ||||||||
| 8558 |
MCP ContentEngineering
Claim
Enables direct access to raw Markdown content from files or directories without…
|
C 68 5⁄5 | ||||||||
| 8559 |
temple-bridge
Claim
The Sovereign Stack: MCP server binding local AI capabilities with governance p…
|
C 68 5⁄4 | ||||||||
| 8560 |
Enables AI-powered media manipulation including face swapping for videos and ph…
|
C 68 5⁄5 | ||||||||
| 8561 |
Enables AI assistants to control Spotify playback, search for music, manage pla…
|
C 68 5⁄5 | ||||||||
| 8562 |
A Model Context Protocol server that allows AI assistants to generate music thr…
|
C 68 5⁄5 | ||||||||
| 8563 |
unreal-mcp
Claim
pure python Unreal Engine MCP server
|
C 68 5⁄4 | ||||||||
| 8564 |
Provides unified ID handle resolution and querying functionality through the ID…
|
C 68 5⁄5 | ||||||||
| 8565 |
Provides access to the Mediastack News API, enabling users to fetch the latest …
|
C 68 5⁄5 | ||||||||
| 8566 |
A multi-Jenkins server management and automation tool that enables intelligent …
|
C 68 5⁄5 | ||||||||
| 8567 |
A Model Context Protocol server that provides a tool for extracting specific li…
|
C 68 5⁄5 | ||||||||
| 8568 |
An MCP server that enables AI agents to interact with the IOTA blockchain, supp…
|
C 68 5⁄4 | ||||||||
| 8569 |
Provides automated shopping capabilities for the Shufersal website using Puppet…
|
C 68 5⁄4 | ||||||||
| 8570 |
Enables AI assistants to interact with GitHub project boards as calendar events…
|
C 68 5⁄5 | ||||||||
| 8571 |
Enables downloading videos from platforms like YouTube and converting them to t…
|
C 68 5⁄4 | ||||||||
| 8572 |
A server providing rigorous causal inference tools through the Model Context Pr…
|
C 68 5⁄4 | ||||||||
| 8573 |
Enables Android Automotive developers to explore and implement Vehicle Hardware…
|
C 68 5⁄5 | ||||||||
| 8574 |
An MCP server that provides simple query capabilities for Google Cloud Datastor…
|
C 68 5⁄5 | ||||||||
| 8575 |
A Model Context Protocol server for JianDaoYun form data management, supporting…
|
C 68 5⁄5 | ||||||||
| 8576 |
Enables AI tools to programmatically manage Substack content, including creatin…
|
C 68 5⁄5 | ||||||||
| 8577 |
Exposes Cisco Network Services Orchestrator (NSO) operations and data as MCP to…
|
C 68 5⁄5 | ||||||||
| 8578 |
A Model Context Protocol server that provides development and debugging tools f…
|
C 68 5⁄4 | ||||||||
| 8579 |
Enables comprehensive travel planning by integrating Google Travel Services and…
|
C 68 5⁄5 | ||||||||
| 8580 |
A satirical MCP server providing HR-related tools that simulate actions in a co…
|
C 68 5⁄4 | ||||||||
| 8581 |
plasmate
Claim
Browser engine for AI agents. HTML in, Semantic Object Model out. 16x fewer tok…
|
C 68 5⁄5 | ||||||||
| 8582 |
A minimal MCP server implementation designed for learning how to integrate tool…
|
C 68 5⁄5 | ||||||||
| 8583 |
A Model Context Protocol server that allows AI agents to play a notification so…
|
C 68 5⁄5 | ||||||||
| 8584 |
Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude C…
|
C 68 5⁄5 | ||||||||
| 8585 |
Shortcut.com MCP Server
Claim
An implementation of a Model Context Protocol server that allows Claude and oth…
|
C 68 5⁄5 | ||||||||
| 8586 |
Providing AI agents with structured, real-time data on cryptocurrency investmen…
|
C 68 5⁄5 | ||||||||
| 8587 |
PostgreSQL MCP Server
Claim
Enables AI agents to interact with PostgreSQL databases through the Model Conte…
|
C 68 5⁄5 | ||||||||
| 8588 |
A TypeScript-based MCP server built on the Gmail API that implements a simple n…
|
C 68 5⁄5 | ||||||||
| 8589 |
Pleasanter MCP Server
Claim
Enables AI assistants to interact with Implem.Pleasanter project management sys…
|
C 68 5⁄5 | ||||||||
| 8590 |
Xcode Errors MCP Server
Claim
Bridges Xcode and Cursor to provide real-time access to build errors, warnings,…
|
C 68 5⁄4 | ||||||||
| 8591 |
memoryOSS
Claim
Persistent long-term memory for AI agents. Local proxy + MCP memory layer for C…
|
C 68 5⁄5 | ||||||||
| 8592 |
Enables Large Language Models to connect to various real-world applications thr…
|
C 68 5⁄5 | ||||||||
| 8593 |
Enables AI-powered semantic search through Expo SDK documentation across multip…
|
C 68 6⁄6 | ||||||||
| 8594 |
A Model Context Protocol (MCP) server for Cursor IDE that simplifies the instal…
|
C 68 5⁄5 | ||||||||
| 8595 |
Build and customize your own Model Context Protocol server with ease. Start wit…
|
C 68 5⁄5 | ||||||||
| 8596 |
Enables natural language trading operations through AI assistants using Alpaca'…
|
C 68 5⁄5 | ||||||||
| 8597 |
An MCP server for intelligent YouTube video analysis that provides token-optimi…
|
C 68 5⁄5 | ||||||||
| 8598 |
A Model Context Protocol server that enables Claude and other LLMs to perform d…
|
C 68 5⁄5 | ||||||||
| 8599 |
A Model Context Protocol server that enables LLMs to send, edit, and delete Dis…
|
C 68 5⁄5 | ||||||||
| 8600 |
🐍 ☁️ 🎖️ - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and i…
|
C 68 5⁄4 | ||||||||