MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3101 |
Enables AI agents to access New Relic logs and APM data through the NerdGraph A…
|
B 76 5⁄5 | ||||||||
| 3102 |
Exposes a Node.js REST API for user and product management through MCP tools, a…
|
B 76 5⁄5 | ||||||||
| 3103 |
Enables management of Cloudflare Ruleset Engine and WAF configurations through …
|
B 76 5⁄5 | ||||||||
| 3104 |
A Python implementation of the Model Context Protocol that enables applications…
|
B 76 5⁄5 | ||||||||
| 3105 |
Enables AI agents to create professional Slidev presentations and export them t…
|
B 76 5⁄4 | ||||||||
| 3106 |
Provides a comprehensive robotics information hub with details on frameworks li…
|
B 76 5⁄4 | ||||||||
| 3107 |
A FastAPI library that provides Model Context Protocol tools for endpoint intro…
|
B 76 5⁄5 | ||||||||
| 3108 |
Provides stateful, interactive terminal access for LLMs to spawn and maintain p…
|
B 76 5⁄5 | ||||||||
| 3109 |
Converts documents, webpages, and media files into markdown for AI assistants u…
|
B 76 5⁄5 | ||||||||
| 3110 |
RPG game engine that lets AI run tabletop sessions without hallucinating mechan…
|
B 76 5⁄5 | ||||||||
| 3111 |
Enables AI assistants to save and manage question-and-answer pairs within a str…
|
B 76 5⁄5 | ||||||||
| 3112 |
MCP server to deploy apps to Cloud Run
|
B 76 5⁄5 | ||||||||
| 3113 |
Enables LLMs like Claude to query the official Spanish BOE API for consolidated…
|
B 76 5⁄5 | ||||||||
| 3114 |
Provides web search, content extraction, and AI summarization capabilities usin…
|
B 76 5⁄5 | ||||||||
| 3115 |
Enables access to FreeStyle Libre glucose data through Claude Desktop, providin…
|
B 76 5⁄4 | ||||||||
| 3116 |
Korean government open data - weather, population, law search via data.go.kr
|
B 76 6⁄6 | ||||||||
| 3117 |
Microservice Connector Protocol server that exposes Grabba API functionalities …
|
B 76 6⁄6 | ||||||||
| 3118 |
A Model Context Protocol server that enables AI assistants to create, read, edi…
|
B 76 5⁄5 | ||||||||
| 3119 |
A server that provides access to the Art Institute of Chicago Collection throug…
|
B 76 5⁄5 | ||||||||
| 3120 |
An MCP server for managing and activating persona templates and components by w…
|
B 76 5⁄4 | ||||||||
| 3121 |
Provides programmatic access to Xcode functionality, enabling AI assistants to …
|
B 76 5⁄5 | ||||||||
| 3122 |
Provides comprehensive cryptocurrency analysis using the CoinCap API, offering …
|
B 76 5⁄5 | ||||||||
| 3123 |
Multi-LLM deliberation with anonymized peer review. Runs a 3-stage council: par…
|
B 76 5⁄4 | ||||||||
| 3124 |
An MCP server built on ableton-js enables AI assistants to control Ableton Live…
|
B 76 5⁄5 | ||||||||
| 3125 |
Postiz MCP Server
Claim
Enables interaction with the Postiz social media management platform through MC…
|
B 76 5⁄5 | ||||||||
| 3126 |
Domain Tools (WHOIS + DNS)
|
B 76 5⁄5 | ||||||||
| 3127 |
Exposes Gemini CLI's built-in tools and external MCP proxies through a unified …
|
B 76 5⁄5 | ||||||||
| 3128 |
Provides comprehensive access to CMS Medicare data including physician services…
|
B 76 5⁄5 | ||||||||
| 3129 |
A Model Context Protocol server that provides integration with Jira, allowing L…
|
B 76 5⁄5 | ||||||||
| 3130 |
Enables AI assistants to interact with SQLite databases by executing read and w…
|
B 76 5⁄4 | ||||||||
| 3131 |
ClaudeHopper
Claim
AI-powered MCP server that enables Claude and other LLMs to interact directly w…
|
B 76 5⁄4 | ||||||||
| 3132 |
Multi-model vision understanding MCP server that provides unified image analysi…
|
B 76 5⁄4 | ||||||||
| 3133 |
Enables AI assistants to search and retrieve information from your knowledge ba…
|
B 76 5⁄5 | ||||||||
| 3134 |
A Node.js-based remote Model Context Protocol (MCP) server that runs on Azure C…
|
B 76 5⁄5 | ||||||||
| 3135 |
A command-line interface server that provides unrestricted system access to Win…
|
B 76 5⁄4 | ||||||||
| 3136 |
Glitchtip MCP Server
Claim
Enables interaction with Glitchtip error tracking platform through natural lang…
|
B 76 5⁄5 | ||||||||
| 3137 |
Enables LLMs to access, analyze, and extract information from STDF-V4 semicondu…
|
B 76 5⁄5 | ||||||||
| 3138 |
A tool that helps manage and synchronize MCP server configurations across diffe…
|
B 76 5⁄4 | ||||||||
| 3139 |
Interact with Apple's App Store Connect API
|
B 76 5⁄4 | ||||||||
| 3140 |
An AI-powered security audit tool that analyzes codebases for vulnerabilities u…
|
B 76 5⁄5 | ||||||||
| 3141 |
This MCP server provides tools for interacting with Cloudflare Browser Renderin…
|
B 76 5⁄5 | ||||||||
| 3142 |
Enables interaction with NetBox infrastructure management platform to query and…
|
B 76 5⁄5 | ||||||||
| 3143 |
Validates Mermaid diagram syntax and provides comprehensive grammar checking ca…
|
B 76 5⁄5 | ||||||||
| 3144 |
Multi-mode MCP server supporting both Claude Desktop (STDIO) and OpenAI (HTTP/S…
|
B 76 5⁄5 | ||||||||
| 3145 |
Provides AI assistants with Safari browser automation and developer tools acces…
|
B 76 5⁄4 | ||||||||
| 3146 |
MCP Master Puppeteer
Claim
An advanced MCP server for browser automation using Puppeteer, specifically opt…
|
B 76 5⁄4 | ||||||||
| 3147 |
3D printing filament and materials knowledge base. 6,957 filaments from Spoolma…
|
B 76 5⁄4 | ||||||||
| 3148 |
Enables AI assistants to perform file system operations within a specified proj…
|
B 76 5⁄4 | ||||||||
| 3149 |
Provides local web search and content fetching capabilities for AI assistants, …
|
B 76 5⁄4 | ||||||||
| 3150 |
Enables AI assistants to analyze GitHub repository structures and read file con…
|
B 76 5⁄5 | ||||||||