MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3451 |
MCP server to interact with the UCSC Genome Browser API, letting you find genom…
|
B 76 5⁄5 | ||||||||
| 3452 |
MCP Manual Generator
Claim
Automates the creation of application user manuals by capturing screenshots and…
|
B 76 5⁄4 | ||||||||
| 3453 |
MCP server providing hash-verified file editing and targeted reads, reducing co…
|
B 76 5⁄4 | ||||||||
| 3454 |
Enables AI agents to discover each other and communicate through cryptographica…
|
B 76 5⁄5 | ||||||||
| 3455 |
Enables AI assistants to perform structured, step-by-step reasoning through seq…
|
B 76 5⁄5 | ||||||||
| 3456 |
Enables AI assistants to analyze GitHub repository structures and read file con…
|
B 76 5⁄5 | ||||||||
| 3457 |
Exposes a subset of the Etsy API through the Model Context Protocol to manage s…
|
B 76 5⁄5 | ||||||||
| 3458 |
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
|
B 76 5⁄5 | ||||||||
| 3459 |
A basic example MCP server running as a serverless function on Netlify using Ex…
|
B 76 6⁄6 | ||||||||
| 3460 |
A FastMCP server for the Animagine XL 4.0 image generation experience that prov…
|
B 76 5⁄4 | ||||||||
| 3461 |
MCP server for Pylon customer support platform
|
B 76 5⁄4 | ||||||||
| 3462 |
AI-native data analysis agent as an MCP Server.
Connect your Excel files, CSVs…
|
B 76 5⁄4 | ||||||||
| 3463 |
MCP Armor continuously secures and monitors Model Context Protocol operations t…
|
B 76 4⁄4 | ||||||||
| 3464 |
Manage your Redis Cloud resources effortlessly using natural language. Create d…
|
B 76 5⁄5 | ||||||||
| 3465 |
A server allowing interaction with Reddit via the public API, enabling browsing…
|
B 76 5⁄5 | ||||||||
| 3466 |
A unified MCP server that aggregates 32 sports API providers into a single serv…
|
B 76 4⁄4 | ||||||||
| 3467 |
Node.js server implementing Model Context Protocol that enables seamless intera…
|
B 76 5⁄4 | ||||||||
| 3468 |
Agileday MCP Server
Claim
Connects Agileday's competence and employee data with LLMs, enabling natural la…
|
B 76 5⁄5 | ||||||||
| 3469 |
Enables AI-guided spec-driven development workflow that transforms ideas into i…
|
B 76 5⁄5 | ||||||||
| 3470 |
MCP App that renders 2D molecular structures from SMILES using RDKit.js
|
B 76 5⁄4 | ||||||||
| 3471 |
Enables users to analyze AWS costs, track spending trends, and detect anomalies…
|
B 76 5⁄5 | ||||||||
| 3472 |
A centralized automation hub that provides a unified interface for AI agents to…
|
B 76 5⁄5 | ||||||||
| 3473 |
AgenticRAG MCP Server
Claim
An intelligent codebase processing server that provides agentic RAG capabilitie…
|
B 76 5⁄5 | ||||||||
| 3474 |
Enables batch audio processing and optimization using FFmpeg with preset config…
|
B 76 5⁄4 | ||||||||
| 3475 |
Enables AI assistants to leverage Qwen's code analysis capabilities with large …
|
B 76 5⁄5 | ||||||||
| 3476 |
An MCP server for managing and activating persona templates and components by w…
|
B 76 5⁄4 | ||||||||
| 3477 |
perplexity-mcp-zerver
Claim
MCP web search using perplexity without any API KEYS
|
B 76 5⁄4 | ||||||||
| 3478 |
Enables AI assistants to interact with Metabase analytics platform, allowing th…
|
B 76 5⁄5 | ||||||||
| 3479 |
Sales Intelligence · B2B Lead Extraction
An MCP (Model Context Protocol) server…
|
B 76 5⁄5 | ||||||||
| 3480 |
MCP server for full transaction and token history on EVM and UTXO addresses via…
|
B 76 6⁄4 | ||||||||
| 3481 |
Connect AI assistants to YouTube: search, transcripts, metadata, and more.
|
B 76 5⁄4 | ||||||||
| 3482 |
Enables searching for train tickets on China's 12306 railway system, including …
|
B 76 5⁄5 | ||||||||
| 3483 |
An MCP server and VS Code extension that enables AI clients to interactively de…
|
B 76 5⁄4 | ||||||||
| 3484 |
An AI-powered companion that provides access to the RideWithGPS API, allowing y…
|
B 76 5⁄5 | ||||||||
| 3485 |
Model Context Protocol (MCP) Server for Jupyter.
|
B 76 5⁄4 | ||||||||
| 3486 |
A Model Context Protocol server that integrates with Nautobot to provide networ…
|
B 76 5⁄4 | ||||||||
| 3487 |
zen
Claim
Selfhosted notes app. Single golang binary, notes stored as markdown within SQL…
|
B 76 5⁄5 | ||||||||
| 3488 |
Transform any AI agent into a domain expert by giving it access to modular, reu…
|
B 76 5⁄4 | ||||||||
| 3489 |
Exposes a Node.js REST API for user and product management through MCP tools, a…
|
B 76 5⁄5 | ||||||||
| 3490 |
Provides real-time access to cryptocurrency and DEX data across multiple blockc…
|
B 76 5⁄5 | ||||||||
| 3491 |
Real-time currency exchange rates and crypto prices via MCP. Convert between 60…
|
B 76 5⁄4 | ||||||||
| 3492 |
lucide-icons-mcp
|
B 76 5⁄5 | ||||||||
| 3493 |
MCP server providing access to 135+ animated React components from ReactBits.de…
|
B 76 5⁄5 | ||||||||
| 3494 |
A Model Context Protocol (MCP) server for taking screenshots of web pages using…
|
B 76 5⁄5 | ||||||||
| 3495 |
PrintSmith MCP Server
Claim
Connects Claude to PrintSmith Vision for read-only AI-assisted print shop manag…
|
B 76 5⁄4 | ||||||||
| 3496 |
An MCP server built on ableton-js enables AI assistants to control Ableton Live…
|
B 76 5⁄5 | ||||||||
| 3497 |
Provides access to satellite tracking data from N2YO, allowing users to query s…
|
B 76 5⁄5 | ||||||||
| 3498 |
A comprehensive server that enables interaction with PocketBase databases throu…
|
B 76 5⁄5 | ||||||||
| 3499 |
Allows AI assistants to interact with Autodesk Revit through the MCP protocol, …
|
B 76 5⁄5 | ||||||||
| 3500 |
Enables AI assistants to interact with Google's Jules coding agent API for auto…
|
B 76 5⁄5 | ||||||||