MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6351 |
Cognitive prosthetic for AI agents. Indexes conversation history from ChatGPT, …
|
B 72 5⁄4 | ||||||||
| 6352 |
Enables LLM clients to generate standardized test cases, perform quality contro…
|
B 72 5⁄5 | ||||||||
| 6353 |
Unofficial Model Context Protocol server for accessing Open Targets platform da…
|
B 72 5⁄5 | ||||||||
| 6354 |
MCP server for PR code review, commit messages, changelogs, and secret detectio…
|
B 72 5⁄4 | ||||||||
| 6355 |
Enables AI assistants to generate UML diagrams from text descriptions using Pla…
|
B 72 5⁄4 | ||||||||
| 6356 |
Enables interaction with Harry Potter API and GitHub Octodex API to retrieve ch…
|
B 72 5⁄5 | ||||||||
| 6357 |
A Model Context Protocol server that enables AI assistants to securely fetch an…
|
B 72 5⁄5 | ||||||||
| 6358 |
Enables asking questions about image, audio, or video files using state-of-the-…
|
B 72 5⁄5 | ||||||||
| 6359 |
A Model Context Protocol server providing security vulnerability intelligence t…
|
B 72 5⁄5 | ||||||||
| 6360 |
A Model Context Protocol server that enables AI assistants to translate and rep…
|
B 72 5⁄5 | ||||||||
| 6361 |
A tool that helps AI agents interact with Docker containers on local or remote …
|
B 72 5⁄4 | ||||||||
| 6362 |
Provides access to Intercom conversations and chats through the Model Context P…
|
B 72 5⁄5 | ||||||||
| 6363 |
Enables AI agents to interact with Binance cryptocurrency exchange for trading …
|
B 72 5⁄5 | ||||||||
| 6364 |
An HTTP/SSE wrapper for the IMAP MCP server that enables users to read, search,…
|
B 72 5⁄5 | ||||||||
| 6365 |
BetterMCPFileServer
Claim
A redesigned Model Context Protocol server that enables AI models to access fil…
|
B 72 5⁄5 | ||||||||
| 6366 |
Google Slides MCP Server
Claim
Enables interaction with Google Slides presentations through OAuth2 authenticat…
|
B 72 5⁄5 | ||||||||
| 6367 |
Enables LLMs to control a two-track robot through movement commands, providing …
|
B 72 5⁄5 | ||||||||
| 6368 |
A Model Context Protocol server that provides Claude Code with seamless access …
|
B 72 5⁄5 | ||||||||
| 6369 |
Enables real-time weather information retrieval and local search history manage…
|
B 72 5⁄4 | ||||||||
| 6370 |
Model Context Protocol server for the JSR (JavaScript Registry)
|
B 72 5⁄5 | ||||||||
| 6371 |
Context management, todo persistence, and multi-AI perspectives for Claude Code
|
B 72 5⁄4 | ||||||||
| 6372 |
Word document reading and writing MCP implemented in Node.js
|
B 72 5⁄5 | ||||||||
| 6373 |
Professional network analysis with tshark. Security audits, deep-dives, and thr…
|
B 72 5⁄4 | ||||||||
| 6374 |
A Cloudflare Workers-based MCP server that enables AI tools without requiring a…
|
B 72 5⁄5 | ||||||||
| 6375 |
xiaohongshu-mcp
Claim
|
B 72 5⁄4 | ||||||||
| 6376 |
Generates custom memes with text overlays using pre-configured templates. Suppo…
|
B 72 5⁄4 | ||||||||
| 6377 |
Enables web search without API keys using DuckDuckGo and Bing search engines, a…
|
B 72 5⁄5 | ||||||||
| 6378 |
MCP server for Thales CDSP CAKM integration, enabling secure key management, cr…
|
B 72 5⁄5 | ||||||||
| 6379 |
Provides Claude with real-time access to Wikipedia through four essential tools…
|
B 72 5⁄5 | ||||||||
| 6380 |
MCP server for Coolify API operations.
|
B 72 5⁄4 | ||||||||
| 6381 |
An MCP server that enables generating and editing high-quality images with natu…
|
B 72 5⁄4 | ||||||||
| 6382 |
EDA Tools MCP Server
Claim
A comprehensive Model Context Protocol server that connects AI assistants to El…
|
B 72 5⁄4 | ||||||||
| 6383 |
A server enabling integration between KoboldAI's text generation capabilities a…
|
B 72 5⁄5 | ||||||||
| 6384 |
Enables searching, retrieving, and parsing academic papers from arXiv, includin…
|
B 72 5⁄5 | ||||||||
| 6385 |
Enables PDF generation from HTML, text, and Markdown content with customizable …
|
B 72 5⁄4 | ||||||||
| 6386 |
Provides reference information for shadcn/ui components through a Model Context…
|
B 72 5⁄5 | ||||||||
| 6387 |
An MCP server that enables users to manage Google's Jules AI coding agent sessi…
|
B 72 5⁄5 | ||||||||
| 6388 |
A comprehensive MCP server providing tools for AI agents to interact with code,…
|
B 72 5⁄5 | ||||||||
| 6389 |
An MCP server implementing AI-user confirmation protocols, providing tools for …
|
B 72 5⁄5 | ||||||||
| 6390 |
Token-efficient semantic compression for numerical data. 95%+ token reduction.
|
B 72 5⁄4 | ||||||||
| 6391 |
Enables web search capabilities via a SearXNG instance, allowing for filtered s…
|
B 72 5⁄5 | ||||||||
| 6392 |
MCP server to convert Figma designs to Flowbite UI components in Tailwind CSS
|
B 72 5⁄5 | ||||||||
| 6393 |
A Playwright-based Node.js tool that bypasses search engine anti-scraping mecha…
|
B 72 5⁄4 | ||||||||
| 6394 |
Enables AI assistants to perform genomic variant analysis using OakVar, includi…
|
B 72 5⁄4 | ||||||||
| 6395 |
MySQL MCP Server
Claim
Enables natural language database operations on MySQL databases with AI integra…
|
B 72 5⁄4 | ||||||||
| 6396 |
Enables AI agents to interact with Salesforce CRM data by executing SOQL querie…
|
B 72 5⁄5 | ||||||||
| 6397 |
date-fns MCP
Claim
Provides access to date-fns documentation and utilities through MCP. Enables us…
|
B 72 5⁄5 | ||||||||
| 6398 |
A Python MCP server that enables AI assistants to manage Todoist tasks and proj…
|
B 72 5⁄5 | ||||||||
| 6399 |
Status Invest MCP Server
|
B 72 5⁄5 | ||||||||
| 6400 |
Provides a therapeutic interface for LLMs to receive emotional validation and p…
|
B 72 5⁄5 | ||||||||