MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 4 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24451 |
stdio-proxy
Claim
Undisk MCP: safe file memory for AI agents.
|
D 51 3⁄3 | ||||||||
| 24452 |
A Model Context Protocol server that enables seamless integration between Curso…
|
D 51 4⁄4 | ||||||||
| 24453 |
A coding agent toolkit that transforms LLMs into coding assistants capable of w…
|
D 51 4⁄4 | ||||||||
| 24454 |
MCP server for Microsoft Dynamics 365 Business Central via reverse-engineered W…
|
D 51 4⁄3 | ||||||||
| 24455 |
Helps developers choose optimal technology stacks through progressive questioni…
|
D 51 4⁄4 | ||||||||
| 24456 |
MCP Server for Google's Enterprise License Manager API, allowing users to manag…
|
D 51 4⁄4 | ||||||||
| 24457 |
This server provides a standardized framework using the Model Context Protocol …
|
D 51 4⁄4 | ||||||||
| 24458 |
Automates tennis court bookings on San Francisco Recreation websites using brow…
|
D 51 4⁄3 | ||||||||
| 24459 |
Converts Markdown files into professional diagrams such as flowcharts, mind map…
|
D 51 4⁄3 | ||||||||
| 24460 |
An MCP server that enables querying and managing relationships between websites…
|
D 51 4⁄4 | ||||||||
| 24461 |
A Model Context Protocol server that provides tools for fetching xkcd comics an…
|
D 51 4⁄4 | ||||||||
| 24462 |
chesscom-mxcp
Claim
An enterprise-grade Chess.com MCP server built with MXCP, featuring caching, an…
|
D 51 4⁄4 | ||||||||
| 24463 |
whatsapp-go-mcp
Claim
|
D 51 4⁄3 | ||||||||
| 24464 |
A Model Context Protocol server that enables AI agents to interact with n8n wor…
|
D 51 4⁄4 | ||||||||
| 24465 |
Zero Trust Access AI Agent - MCP Server
|
D 51 4⁄3 | ||||||||
| 24466 |
An MCP-based tool orchestrator that exposes a single execute_task tool to Claud…
|
D 51 4⁄4 | ||||||||
| 24467 |
An MCP server that provides access to Google's Access Context Manager API, enab…
|
D 51 4⁄4 | ||||||||
| 24468 |
Generate short-form video ads for Instagram Reels and TikTok from any AI assist…
|
D 51 4⁄3 | ||||||||
| 24469 |
An MCP server that enables scRNA-Seq analysis through natural language, providi…
|
D 51 4⁄4 | ||||||||
| 24470 |
A Model Context Protocol server that analyzes various log types on Windows syst…
|
D 51 4⁄3 | ||||||||
| 24471 |
Enables secure interaction with Supabase databases via the PostgREST API, suppo…
|
D 51 4⁄4 | ||||||||
| 24472 |
Search and discover Agent Skills from the skills.sh registry. Powered by HAPI M…
|
D 51 5⁄5 | ||||||||
| 24473 |
mcp-honojs
Claim
A lightweight Hono.js middleware for building Model Context Protocol servers us…
|
D 51 4⁄4 | ||||||||
| 24474 |
An MCP Server that enables interaction with VTEX's Headless Content Management …
|
D 51 4⁄4 | ||||||||
| 24475 |
Provides a comprehensive suite of Web3 tools for querying token addresses, news…
|
D 51 4⁄4 | ||||||||
| 24476 |
A robust system that connects web UI to After Effects, enabling real-time comma…
|
D 51 4⁄3 | ||||||||
| 24477 |
An MCP server for Google's Certificate Authority API that enables management of…
|
D 51 4⁄4 | ||||||||
| 24478 |
An MCP server that automatically optimizes AI prompts using evolutionary algori…
|
D 51 4⁄3 | ||||||||
| 24479 |
github-mcp-remote
Claim
|
D 50 3⁄3 | ||||||||
| 24480 |
Generates personalized learning paths by integrating with YouTube, Google Drive…
|
D 50 4⁄4 | ||||||||
| 24481 |
An MCP server that provides a conversational interface to Firebase Rules API, a…
|
D 50 4⁄4 | ||||||||
| 24482 |
Enables AI assistants to request human input through a web interface, allowing …
|
D 50 4⁄3 | ||||||||
| 24483 |
Enables multi-agent code review with P0/P1/P2 severity scoring by orchestrating…
|
D 50 4⁄3 | ||||||||
| 24484 |
Enables AI agents to ask questions and review planning documents by connecting …
|
D 50 4⁄4 | ||||||||
| 24485 |
An MCP Server that provides a natural language interface to Google Cloud Resour…
|
D 50 4⁄4 | ||||||||
| 24486 |
MCP server for Chilean financial regulation, providing economic indicators (UF,…
|
D 50 3⁄3 | ||||||||
| 24487 |
A FastAPI-based JSON-RPC 2.0 server implementation that enables users to work w…
|
D 50 4⁄3 | ||||||||
| 24488 |
MCP NIF.PT
Claim
Enables querying and analyzing information about Portuguese companies using the…
|
D 50 4⁄4 | ||||||||
| 24489 |
An MCP Server that enables interaction with MLB scores and statistics via the S…
|
D 50 4⁄4 | ||||||||
| 24490 |
Enables AI assistants to access contextual knowledge from multiple repositories…
|
D 50 4⁄4 | ||||||||
| 24491 |
Memara
Claim
Memara MCP Server provides persistent memory capabilities for Claude Desktop th…
|
D 50 3⁄3 | ||||||||
| 24492 |
A Model Context Protocol server implementation that allows AI models to interac…
|
D 50 4⁄3 | ||||||||
| 24493 |
|
D 50 3⁄3 | ||||||||
| 24494 |
PDF RAG MCP Server
Claim
A document knowledge base system that enables users to upload PDFs and query th…
|
D 50 4⁄4 | ||||||||
| 24495 |
awesome-hacking-lists
Claim
A curated collection of top-tier penetration testing tools and productivity uti…
|
D 50 3⁄3 | ||||||||
| 24496 |
A local MCP server that discovers and shares session file paths between AI codi…
|
D 50 4⁄3 | ||||||||
| 24497 |
Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Googl…
|
D 50 5⁄5 | ||||||||
| 24498 |
Advanced machine learning platform with MCP integration that enables automated …
|
D 50 4⁄4 | ||||||||
| 24499 |
Implements a Model Context Protocol server that provides context from CucumberS…
|
D 50 4⁄4 | ||||||||
| 24500 |
mcp-java-sdk-examples
Claim
A collection of MCP server examples developed by various Java SDKs
|
D 50 4⁄3 | ||||||||