MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6351 |
Provide comprehensive flight and accommodation search capabilities using the Du…
|
B 72 5⁄4 | ||||||||
| 6352 |
Enables access to comprehensive U.S. legislative and governmental data from Gov…
|
B 72 5⁄5 | ||||||||
| 6353 |
A Model Context Protocol server providing security vulnerability intelligence t…
|
B 72 5⁄5 | ||||||||
| 6354 |
Enables ChatGPT integration with Index Network's discovery protocol through MCP…
|
B 72 5⁄5 | ||||||||
| 6355 |
A Cloudflare Workers-based MCP server that enables AI tools without requiring a…
|
B 72 5⁄5 | ||||||||
| 6356 |
Provides real-time weather data from Open-Meteo API, mathematical calculations,…
|
B 72 5⁄5 | ||||||||
| 6357 |
DSR Processor MCP Server
Claim
Enables conversational processing of Daily Status Reports (DSR) by extracting, …
|
B 72 5⁄5 | ||||||||
| 6358 |
A domain-specific MCP server that provides optimized API access to the RAGmonst…
|
B 72 5⁄5 | ||||||||
| 6359 |
An extensible TypeScript-based MCP server designed for Claude Code with a modul…
|
B 72 5⁄4 | ||||||||
| 6360 |
xiaohongshu-mcp
Claim
|
B 72 5⁄4 | ||||||||
| 6361 |
Automates comprehensive accounting workflows including bookkeeping, tax plannin…
|
B 72 5⁄4 | ||||||||
| 6362 |
Mask Editor
Claim
Allows users to upload images and paint selections with a brush tool to generat…
|
B 72 5⁄4 | ||||||||
| 6363 |
An MCP server that brings Google Gemini's image generation and editing capabili…
|
B 72 5⁄5 | ||||||||
| 6364 |
MCP Server for Kubernetes Audit Logs.
|
B 72 5⁄5 | ||||||||
| 6365 |
Provides access to Intercom conversations and chats through the Model Context P…
|
B 72 5⁄5 | ||||||||
| 6366 |
Integrates Google Calendar with AI assistants through the Model Context Protoco…
|
B 72 5⁄5 | ||||||||
| 6367 |
Optimizes prompts using meta-prompting techniques through a two-turn approach t…
|
B 72 5⁄5 | ||||||||
| 6368 |
Enables Claude to search, query, and interact with an Enterprise Knowledge Mana…
|
B 72 5⁄5 | ||||||||
| 6369 |
Enables streamlined academic research and author disambiguation by providing AI…
|
B 72 5⁄5 | ||||||||
| 6370 |
DevContainer MCP Server
Claim
Enables AI-powered creation, configuration, and management of DevContainer envi…
|
B 72 5⁄4 | ||||||||
| 6371 |
StructureAI MCP Server
Claim
Extracts structured JSON data from unstructured text using predefined schemas f…
|
B 72 5⁄5 | ||||||||
| 6372 |
School district lookup, PA EIT tax rates, and mortgage affordability calculator
|
B 72 4⁄4 | ||||||||
| 6373 |
Enables date and time operations including formatting, arithmetic, comparisons,…
|
B 72 5⁄5 | ||||||||
| 6374 |
A Model Context Protocol (MCP) server that provides tools for reading Excel (xl…
|
B 72 5⁄5 | ||||||||
| 6375 |
Enables AI assistants to read, build, and edit 247afk scripts in real-time thro…
|
B 72 5⁄5 | ||||||||
| 6376 |
Enables asking questions about image, audio, or video files using state-of-the-…
|
B 72 5⁄5 | ||||||||
| 6377 |
Enables AI assistants to interact with Obsidian vaults for creating, reading, s…
|
B 72 5⁄5 | ||||||||
| 6378 |
MCP server for searching images with Google
|
B 72 5⁄5 | ||||||||
| 6379 |
A Model Context Protocol server that provides DLIS (Digital Log Interchange Sta…
|
B 72 5⁄4 | ||||||||
| 6380 |
Claude Context is an MCP plugin that adds semantic code search to Claude Code a…
|
B 72 5⁄5 | ||||||||
| 6381 |
An experimental server implementing Model Context Protocol to automate website …
|
B 72 5⁄5 | ||||||||
| 6382 |
Monitors and analyzes interactions between MCP servers to detect emergent patte…
|
B 72 5⁄5 | ||||||||
| 6383 |
Enables inspection and editing of Jupyter notebook files (.ipynb) through tools…
|
B 72 5⁄5 | ||||||||
| 6384 |
A powerful Model Context Protocol server that enables AI assistants to manage C…
|
B 72 5⁄4 | ||||||||
| 6385 |
MCP server for Coolify API operations.
|
B 72 5⁄4 | ||||||||
| 6386 |
Self-extending MCP server - build and execute custom AI tools at runtime
|
B 72 5⁄4 | ||||||||
| 6387 |
A Model Context Protocol server that converts diverse file types, including PDF…
|
B 72 5⁄5 | ||||||||
| 6388 |
A lightweight Node.js server that connects Claude Desktop to Taiwan's Central W…
|
B 72 5⁄5 | ||||||||
| 6389 |
Status Invest MCP Server
|
B 72 5⁄5 | ||||||||
| 6390 |
Enables creation and management of knowledge graphs with entities, relationship…
|
B 72 5⁄5 | ||||||||
| 6391 |
A server that bridges MCP tool calls to JSON-RPC function calls over socket con…
|
B 72 5⁄5 | ||||||||
| 6392 |
A Model Context Protocol server that enables Claude Desktop to execute bash com…
|
B 72 5⁄4 | ||||||||
| 6393 |
Integrates with Keka HR platform to manage employee profiles, attendance, leave…
|
B 72 5⁄5 | ||||||||
| 6394 |
A remote Model Context Protocol server template for Cloudflare Workers with bui…
|
B 72 5⁄5 | ||||||||
| 6395 |
suse-ai-up
Claim
A comprehensive platform for managing and proxying Model Context Protocol (MCP)…
|
B 72 5⁄4 | ||||||||
| 6396 |
x402 MCP Server
Claim
Provides pay-per-use tools for AI agents like web screenshots and crypto intell…
|
B 72 5⁄5 | ||||||||
| 6397 |
A simple server for saving, listing, and searching notes persisted to a local J…
|
B 72 4⁄4 | ||||||||
| 6398 |
MCPGame
Claim
A multiplayer first-person 3D virtual house environment with interactive elemen…
|
B 72 5⁄5 | ||||||||
| 6399 |
Enables AI agents to interact with the Clawslist marketplace to browse, create,…
|
B 72 5⁄5 | ||||||||
| 6400 |
Publish, search, and manage Xiaohongshu (Little Red Book) content via MCP tools.
|
B 72 5⁄4 | ||||||||