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 | ||||||||||
| 12501 |
🔍 Enable AI assistants to search and access Google Scholar papers through a sim…
|
C 61 5⁄5 | ||||||||
| 12502 |
Enables AI assistants to manage marketing campaigns, Facebook accounts, and lea…
|
C 61 6⁄6 | ||||||||
| 12503 |
Enables secure video and audio processing using FFmpeg commands in an isolated …
|
C 61 5⁄4 | ||||||||
| 12504 |
An MCP server that connects to Backlog API, providing functionality to search, …
|
C 61 5⁄5 | ||||||||
| 12505 |
Enables users to search and query Korean business announcements from 기업마당 (Bizi…
|
C 61 5⁄5 | ||||||||
| 12506 |
Manages query validation, database connection, and security for a system that t…
|
C 61 5⁄5 | ||||||||
| 12507 |
Enables access to Codacy's code quality platform through natural language, prov…
|
C 61 6⁄6 | ||||||||
| 12508 |
A getting started guide and template for creating Python-based MCP servers usin…
|
C 61 5⁄4 | ||||||||
| 12509 |
Enables natural language expense management with SQLite storage, allowing users…
|
C 61 5⁄4 | ||||||||
| 12510 |
A deployable MCP server on Cloudflare Workers that doesn't require authenticati…
|
C 61 5⁄5 | ||||||||
| 12511 |
A Model Context Protocol server that provides access to Aiven's managed service…
|
C 61 5⁄4 | ||||||||
| 12512 |
redmine-mcp-stateless
Claim
Stateless Redmine MCP server. Credentials are passed per-request via HTTP heade…
|
C 61 5⁄5 | ||||||||
| 12513 |
A server providing access to news articles from various categories including te…
|
C 61 5⁄5 | ||||||||
| 12514 |
An MCP server that enables agents to attach debugpy to running Python processes…
|
C 61 5⁄4 | ||||||||
| 12515 |
An MCP server for perfSONAR that enables querying historical network measuremen…
|
C 61 5⁄5 | ||||||||
| 12516 |
Extracts diffs from GitHub Pull Requests, allowing users to retrieve and analyz…
|
C 61 5⁄5 | ||||||||
| 12517 |
OpenAPI Schema Model Context Protocol Server
|
C 61 5⁄5 | ||||||||
| 12518 |
Remote MCP Server
Claim
A serverless MCP (Model Context Protocol) server deployed on Cloudflare Workers…
|
C 61 5⁄5 | ||||||||
| 12519 |
Crawl4AI MCP Server is an intelligent information retrieval server offering rob…
|
C 61 5⁄5 | ||||||||
| 12520 |
Automatically fetches API documentation from ShowDoc and generates Android code…
|
C 61 5⁄5 | ||||||||
| 12521 |
Remote MCP Server
Claim
A Cloudflare Workers-based MCP server that enables deployment of custom tools a…
|
C 61 5⁄5 | ||||||||
| 12522 |
Docker-deployable server that enables interaction with Supabase databases via H…
|
C 61 6⁄4 | ||||||||
| 12523 |
Create PlantUML diagrams with automatic syntax validation and auto-fix suggesti…
|
C 61 6⁄6 | ||||||||
| 12524 |
postgres-mcp-server
Claim
This server enables interaction with PostgreSQL databases through the Model Con…
|
C 61 5⁄4 | ||||||||
| 12525 |
A Model Context Protocol server that connects Claude AI with SOON and other SVM…
|
C 61 5⁄5 | ||||||||
| 12526 |
A Model Context Protocol server implementation that enables LLMs to interact wi…
|
C 61 5⁄5 | ||||||||
| 12527 |
Enables secure integration between GitHub and Jira with permission controls, al…
|
C 61 5⁄5 | ||||||||
| 12528 |
An MCP server that enables web searches using a SearxNG instance, allowing MCP-…
|
C 61 5⁄5 | ||||||||
| 12529 |
Code Runner
Claim
Execute JavaScript and Python code securely in isolated environments with compr…
|
C 61 6⁄4 | ||||||||
| 12530 |
A deployable authentication-free MCP (Model Context Protocol) server on Cloudfl…
|
C 61 5⁄5 | ||||||||
| 12531 |
AI-powered delivery dispatch management system with 29 tools for managing order…
|
C 61 6⁄6 | ||||||||
| 12532 |
Add text or logo watermarks to images via the Markly.cloud API. Batch supported.
|
C 61 6⁄4 | ||||||||
| 12533 |
A Model Context Protocol service that wraps Django's migration commands as MCP …
|
C 61 5⁄5 | ||||||||
| 12534 |
Jokes MCP Server
Claim
Fetches jokes from multiple APIs including Chuck Norris, Dad jokes, and Yo Mama…
|
C 61 5⁄5 | ||||||||
| 12535 |
This server integrates with Mozilla Developer Network (MDN) documentation to su…
|
C 61 6⁄6 | ||||||||
| 12536 |
A Model Context Protocol server that provides secure, multi-database MySQL acce…
|
C 61 5⁄5 | ||||||||
| 12537 |
mcp-clickhouse-long-running
|
C 61 5⁄5 | ||||||||
| 12538 |
A deterministic, network-free MCP server for validating repository release hygi…
|
C 61 5⁄4 | ||||||||
| 12539 |
MCP server that turns HTML MUP panels into interactive UI tools for LLMs.
|
C 61 5⁄4 | ||||||||
| 12540 |
An MCP server that provides Overwatch 2 hero data, allowing users to retrieve h…
|
C 61 5⁄5 | ||||||||
| 12541 |
Enables access to AEM block metadata by reading structured information from blo…
|
C 61 5⁄4 | ||||||||
| 12542 |
An MCP server that provides tools and resources for managing a coding project's…
|
C 61 5⁄4 | ||||||||
| 12543 |
Databricks MCP Server
Claim
A FastAPI-based server that provides tools for local file management and Databr…
|
C 61 5⁄5 | ||||||||
| 12544 |
integrates with the fastmcp library to expose the full range of NebulaBlock API…
|
C 61 5⁄4 | ||||||||
| 12545 |
An MCP server that provides weather information and alerts for US locations usi…
|
C 61 5⁄5 | ||||||||
| 12546 |
Next.js MCP Server
Claim
A sample MCP server implementation for Next.js projects that uses the Vercel MC…
|
C 61 6⁄6 | ||||||||
| 12547 |
AI-powered development platform for Kubernetes deployments and intelligent auto…
|
C 61 6⁄6 | ||||||||
| 12548 |
Provides AI coding agents with access to Figma design data through the Figma AP…
|
C 61 6⁄6 | ||||||||
| 12549 |
Enables reading and extracting content from PDF documents including text (as Ma…
|
C 61 5⁄4 | ||||||||
| 12550 |
Enables AI agents to interact with the ProfitPlay prediction market to trade sh…
|
C 61 6⁄6 | ||||||||