MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9351 |
An MCP server that wraps gitingest to enable Claude Code to analyze GitHub repo…
|
C 67 5⁄5 | ||||||||
| 9352 |
Enables AI agents to create, read, modify, and convert Word documents without M…
|
C 67 5⁄5 | ||||||||
| 9353 |
Integrates with Perplexity's API to provide web search and AI-powered answers w…
|
C 67 5⁄5 | ||||||||
| 9354 |
Automatically converts Swagger 2.0 API specifications into MCP tools, enabling …
|
C 67 5⁄5 | ||||||||
| 9355 |
EduChain MCP Server
Claim
Integrates the EduChain library to generate educational content including multi…
|
C 67 5⁄4 | ||||||||
| 9356 |
An MCP server that provides access to the Mixpanel REST API, enabling AI agents…
|
C 67 5⁄5 | ||||||||
| 9357 |
A custom server implementation that allows AI assistants to interact with GitLa…
|
C 67 5⁄5 | ||||||||
| 9358 |
An orchestrator that coordinates multiple security and quality tools like Semgr…
|
C 67 5⁄5 | ||||||||
| 9359 |
OpenProject MCP Server
Claim
Enables integration with OpenProject for project management tasks including wor…
|
C 67 5⁄5 | ||||||||
| 9360 |
Enables client-to-client communication between IDEs and development tools, allo…
|
C 67 5⁄5 | ||||||||
| 9361 |
Processes emails from Outlook with date filtering, storing them in SQLite datab…
|
C 67 5⁄4 | ||||||||
| 9362 |
ROOT-based MCP server exposing root_python and root_cpp tools (stdio transport).
|
C 67 5⁄4 | ||||||||
| 9363 |
A Model Context Protocol server that enables AI platforms to invoke RPA (Roboti…
|
C 67 5⁄5 | ||||||||
| 9364 |
An MCP server for Arma Reforger and Enfusion engine modding that enables users …
|
C 67 5⁄4 | ||||||||
| 9365 |
A Model Context Protocol server that allows AI assistants to search for, explor…
|
C 67 5⁄5 | ||||||||
| 9366 |
Enables AI assistants to perform comprehensive Snowflake database operations in…
|
C 67 5⁄5 | ||||||||
| 9367 |
MCP RAG System
Claim
A Retrieval-Augmented Generation system that enables uploading, processing, and…
|
C 67 5⁄4 | ||||||||
| 9368 |
An MCP server for searching and exploring MCP servers from the Glama MCP direct…
|
C 67 5⁄5 | ||||||||
| 9369 |
An MCP server for batch-generating wallets compatible with Ethereum and all EVM…
|
C 67 5⁄5 | ||||||||
| 9370 |
Enables interaction with Trello through the Trello API, allowing users to manag…
|
C 67 5⁄5 | ||||||||
| 9371 |
Enables interaction with Twitter/X data to retrieve user profiles, search tweet…
|
C 67 5⁄5 | ||||||||
| 9372 |
Implements long-term memory capabilities for AI assistants using PostgreSQL wit…
|
C 67 5⁄5 | ||||||||
| 9373 |
Enables interaction with the Telegraph API (telegra.ph) to create, manage, edit…
|
C 67 5⁄5 | ||||||||
| 9374 |
Enables monitoring and debugging of Hatchet workflows and jobs through MCP clie…
|
C 67 5⁄5 | ||||||||
| 9375 |
Summits on the Air MCP server. Summit lookup, activator stats, chaser records, …
|
C 67 5⁄4 | ||||||||
| 9376 |
Intelligent knowledge base system that enables users to process documents in 25…
|
C 67 5⁄5 | ||||||||
| 9377 |
An MCP server that enables AI assistants to query and manage Nacos configuratio…
|
C 67 5⁄5 | ||||||||
| 9378 |
An MCP server with Mimer SQL Database Connectivity
|
C 67 5⁄4 | ||||||||
| 9379 |
A simple TypeScript MCP server that provides two tools: one for greeting users …
|
C 67 5⁄5 | ||||||||
| 9380 |
A cross-platform desktop application that runs a Model Context Protocol server,…
|
C 67 5⁄4 | ||||||||
| 9381 |
Spotify MCP Server
Claim
Enables control of Spotify playback, music search, and playlist management thro…
|
C 67 5⁄5 | ||||||||
| 9382 |
An MCP server that provides tools for secure file management within a dedicated…
|
C 67 5⁄5 | ||||||||
| 9383 |
Connects Blender to Claude AI through the Model Context Protocol, enabling AI-a…
|
C 67 5⁄4 | ||||||||
| 9384 |
Provides essential utility tools for text processing, file operations, hashing,…
|
C 67 5⁄4 | ||||||||
| 9385 |
Enables seamless integration with self-hosted Gitea platforms for creating repo…
|
C 67 5⁄5 | ||||||||
| 9386 |
Fusion MCP Server
Claim
Enables AI to analyze and transform data using fusion algorithms with statistic…
|
C 67 5⁄5 | ||||||||
| 9387 |
Enables AI agents to automate local software management workflows including ins…
|
C 67 5⁄4 | ||||||||
| 9388 |
An MCP server for managing local Android Virtual Devices (AVDs) and their lifec…
|
C 67 5⁄4 | ||||||||
| 9389 |
Provide seamless access to Alpha ESS solar inverter and battery system data for…
|
C 67 5⁄5 | ||||||||
| 9390 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 67 5⁄4 | ||||||||
| 9391 |
Provides tools for interacting with Interactive Brokers Gateway to access marke…
|
C 67 5⁄4 | ||||||||
| 9392 |
Jokes MCP Server
Claim
Provides a standardized interface to fetch and deliver jokes, including Chuck N…
|
C 67 5⁄5 | ||||||||
| 9393 |
A starter template for building MCP servers that can integrate with Claude, Cur…
|
C 67 5⁄5 | ||||||||
| 9394 |
An MCP server that enables image generation using Google's Gemini Nano Banana P…
|
C 67 5⁄5 | ||||||||
| 9395 |
MCP server for Nexi XPay Back Office APIs: orders, transactions, warnings.
|
C 67 5⁄4 | ||||||||
| 9396 |
Deterministic stock screening, backtesting, and factor analysis for AI trading …
|
C 67 6⁄4 | ||||||||
| 9397 |
A cryptocurrency news aggregation server providing AI-powered sentiment ratings…
|
C 67 5⁄5 | ||||||||
| 9398 |
Provides AWS service recommendations based on use case descriptions and allows …
|
C 67 5⁄5 | ||||||||
| 9399 |
Microsoft 365 MCP Server
Claim
Provides Claude Desktop and Claude Code with access to Microsoft 365 email and …
|
C 67 5⁄4 | ||||||||
| 9400 |
A Model Context Protocol server that converts PDF documents into PNG images thr…
|
C 67 5⁄4 | ||||||||