MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 12251 |
A Model Context Protocol server that provides comprehensive Formula One racing …
|
C 61 5⁄5 | ||||||||
| 12252 |
An MCP server for inspecting, debugging, and interacting with PySide6 desktop a…
|
C 61 5⁄4 | ||||||||
| 12253 |
A FastMCP-based interface for Metasploit Framework, enabling AI agents to inter…
|
C 61 5⁄4 | ||||||||
| 12254 |
An MCP server that integrates AI assistants like Claude with GitLab's merge req…
|
C 61 5⁄5 | ||||||||
| 12255 |
Enables user name resolution and team management with PostgreSQL backend, provi…
|
C 61 5⁄5 | ||||||||
| 12256 |
Manages query validation, database connection, and security for a system that t…
|
C 61 5⁄5 | ||||||||
| 12257 |
Enrich user data by adding social network links based on provided personal info…
|
C 61 6⁄6 | ||||||||
| 12258 |
Provides weather information tools including US state weather alerts and locati…
|
C 61 5⁄5 | ||||||||
| 12259 |
An MCP server that enables agents to attach debugpy to running Python processes…
|
C 61 5⁄4 | ||||||||
| 12260 |
LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-lik…
|
C 61 6⁄4 | ||||||||
| 12261 |
Quack MCP Server
Claim
An intelligent continuous integration server that provides automated Python cod…
|
C 61 5⁄5 | ||||||||
| 12262 |
dino-game-chatgpt-app
Claim
|
C 61 5⁄4 | ||||||||
| 12263 |
Connects AI assistants to the FAST-NUCES Flex Student Portal, enabling students…
|
C 61 5⁄4 | ||||||||
| 12264 |
Enables AI models to develop and automate RPG Maker MZ projects by creating map…
|
C 61 5⁄4 | ||||||||
| 12265 |
CLI for calling successive MCP Server tools
|
C 61 5⁄4 | ||||||||
| 12266 |
@baselab-me/signals-mcp
Claim
Enables AI agents to create and post signal coins on the Base blockchain throug…
|
C 61 6⁄6 | ||||||||
| 12267 |
Converts Microsoft Word DOCX files to clean, semantic HTML with support for pre…
|
C 61 6⁄4 | ||||||||
| 12268 |
A smart code retrieval tool based on Model Context Protocol that provides effic…
|
C 61 5⁄4 | ||||||||
| 12269 |
A TypeScript implementation of a Model Context Protocol server and client that …
|
C 61 5⁄4 | ||||||||
| 12270 |
redmine-mcp-stateless
Claim
Stateless Redmine MCP server. Credentials are passed per-request via HTTP heade…
|
C 61 5⁄5 | ||||||||
| 12271 |
Enables deployment of MCP servers on Cloudflare Workers without authentication …
|
C 61 5⁄5 | ||||||||
| 12272 |
An MCP server that automates code reviews through linting, testing, and git dif…
|
C 61 5⁄5 | ||||||||
| 12273 |
An MCP server that integrates with the Podhome API to manage multiple podcast s…
|
C 61 5⁄5 | ||||||||
| 12274 |
Turn Excalidraw diagrams into keyframe animations. AI-powered creation via MCP,…
|
C 61 5⁄5 | ||||||||
| 12275 |
Jokes MCP Server
Claim
Provides access to various joke APIs including Chuck Norris jokes, Dad jokes, a…
|
C 61 5⁄5 | ||||||||
| 12276 |
Enables AI assistants to browse, search, and manage a Lutris Linux gaming libra…
|
C 61 5⁄4 | ||||||||
| 12277 |
Enables interaction with the Grok AI through an MCP server, supporting chat com…
|
C 61 6⁄6 | ||||||||
| 12278 |
A tool that allows deployment of a remote MCP (Model Context Protocol) server o…
|
C 61 5⁄5 | ||||||||
| 12279 |
test
Claim
test
|
C 61 5⁄4 | ||||||||
| 12280 |
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
|
C 61 5⁄5 | ||||||||
| 12281 |
pyrimid
Claim
Onchain agent-to-agent commerce protocol using x402 and ERC-8004. Enables AI ag…
|
C 61 5⁄5 | ||||||||
| 12282 |
An MCP server that enables web searches using a SearxNG instance, allowing MCP-…
|
C 61 5⁄5 | ||||||||
| 12283 |
Fetches real-time official documentation for LangChain, LlamaIndex, and OpenAI …
|
C 61 5⁄5 | ||||||||
| 12284 |
Enables natural language expense management with SQLite storage, allowing users…
|
C 61 5⁄4 | ||||||||
| 12285 |
A Model Context Protocol server that provides access to Aiven's managed service…
|
C 61 5⁄4 | ||||||||
| 12286 |
MCP server that turns HTML MUP panels into interactive UI tools for LLMs.
|
C 61 5⁄4 | ||||||||
| 12287 |
Dominican Republic legislation via MCP -- full-text search across statutes and …
|
C 61 6⁄6 | ||||||||
| 12288 |
A Model Context Protocol server that enables secure remote tool connections via…
|
C 61 5⁄4 | ||||||||
| 12289 |
An MCP server that enables AI agents to interact with Modal, allowing them to d…
|
C 61 5⁄5 | ||||||||
| 12290 |
Integrates with Zotero's local API to search your reference library, retrieve b…
|
C 61 5⁄4 | ||||||||
| 12291 |
Enables AI assistants to manage marketing campaigns, Facebook accounts, and lea…
|
C 61 6⁄6 | ||||||||
| 12292 |
integrates with the fastmcp library to expose the full range of NebulaBlock API…
|
C 61 5⁄4 | ||||||||
| 12293 |
BuildingLink MCP Server
Claim
MCP server that enables collection of data from BuildingLink, providing access …
|
C 61 5⁄5 | ||||||||
| 12294 |
Splunk MCP Server
Claim
Enables AI assistants to interact with Splunk Enterprise and Splunk Cloud insta…
|
C 61 5⁄5 | ||||||||
| 12295 |
An MCP server that provides session-based shell command execution and file mana…
|
C 61 5⁄4 | ||||||||
| 12296 |
|
C 61 5⁄5 | ||||||||
| 12297 |
Codebuddy MCP Server
Claim
A cognitive scaffolding platform that helps AI agents break down complex tasks …
|
C 61 5⁄5 | ||||||||
| 12298 |
Provides access to 30+ Kali Linux penetration testing tools including Nmap, SQL…
|
C 61 5⁄4 | ||||||||
| 12299 |
AI-powered development platform for Kubernetes deployments and intelligent auto…
|
C 61 6⁄6 | ||||||||
| 12300 |
An MCP server that allows Cursor users to fetch real-time information about Zen…
|
C 61 5⁄4 | ||||||||