MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 1 hour, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7001 |
A FastMCP server that provides AI assistants like Claude with seamless access t…
|
B 71 5⁄5 | ||||||||
| 7002 |
An MCP tool that provides AI with the ability to compress and decompress local …
|
B 71 5⁄5 | ||||||||
| 7003 |
Enables interaction with Datadog's monitoring platform to search logs, search t…
|
B 71 5⁄5 | ||||||||
| 7004 |
Provides tools for managing Anki decks, notes, and note types via the Model Con…
|
B 71 5⁄4 | ||||||||
| 7005 |
Provides advanced cryptocurrency and stock market analysis using TradingView da…
|
B 71 5⁄5 | ||||||||
| 7006 |
LSP-MCP Bridge
Claim
Universal MCP bridge to LSP servers. One binary, 6 languages, config-driven.
|
B 71 5⁄4 | ||||||||
| 7007 |
Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoin…
|
B 71 5⁄5 | ||||||||
| 7008 |
Facilitates management and optimization of PostgreSQL databases, offering analy…
|
B 71 5⁄5 | ||||||||
| 7009 |
Enables automatic weather information retrieval through a custom MCP server int…
|
B 71 5⁄5 | ||||||||
| 7010 |
An MCP server that extends AI agents' context window by providing tools to stor…
|
B 71 5⁄5 | ||||||||
| 7011 |
mcp-base
Claim
A bare-bones FastMCP server template designed to serve as a starting point for …
|
B 71 5⁄4 | ||||||||
| 7012 |
Integrates Dify AI API to provide code generation for Ant Design components, su…
|
B 71 5⁄5 | ||||||||
| 7013 |
MCP Doc Server
Claim
A document-based MCP server that supports keyword searching and content retriev…
|
B 71 6⁄6 | ||||||||
| 7014 |
Implements CEDARScript, a SQL-like language for code manipulation.
|
B 71 5⁄5 | ||||||||
| 7015 |
MCP Server Boilerplate
Claim
A ready-to-use starter implementation of the Model Context Protocol (MCP) serve…
|
B 71 5⁄5 | ||||||||
| 7016 |
An MCP server to inject auto-approve MCP functionality into Claude Desktop
|
B 71 5⁄4 | ||||||||
| 7017 |
A web-based GUI tool for managing Model Context Protocol (MCP) servers in Claud…
|
B 71 5⁄4 | ||||||||
| 7018 |
MCP Express Server
Claim
A TypeScript-based MCP server template using Express.js and Server-Sent Events,…
|
B 71 5⁄5 | ||||||||
| 7019 |
A comprehensive Model Context Protocol (MCP) server for product inventory manag…
|
B 71 5⁄5 | ||||||||
| 7020 |
A hub server that connects to and manages other MCP servers, allowing users to …
|
B 71 5⁄5 | ||||||||
| 7021 |
A Home Assistant Custom Component that provides an MCP server using HTTP transp…
|
B 71 5⁄4 | ||||||||
| 7022 |
|
B 71 5⁄4 | ||||||||
| 7023 |
Enables AI assistants to search and access geospatial datasets through STAC (Sp…
|
B 71 5⁄5 | ||||||||
| 7024 |
Enables read-only interaction with Proxmox homelab VMs and containers, allowing…
|
B 71 5⁄5 | ||||||||
| 7025 |
An MCP server that enables users to control Spotify playback, search music, and…
|
B 71 5⁄5 | ||||||||
| 7026 |
x402-native API gateway with 20+ capabilities (web-extract, web-search, transla…
|
B 71 5⁄5 | ||||||||
| 7027 |
Provides 20 tools across 6 categories (pension/welfare, health/medical, care, l…
|
B 71 5⁄5 | ||||||||
| 7028 |
Enables comprehensive codebase analysis using Google's Gemini CLI and its massi…
|
B 71 5⁄4 | ||||||||
| 7029 |
A Model Context Protocol server that enables generating and editing images usin…
|
B 71 5⁄5 | ||||||||
| 7030 |
Enables interaction with Google Spreadsheets through OAuth 2.0 authentication, …
|
B 71 5⁄4 | ||||||||
| 7031 |
The Movie DB MCP Server
Claim
A server that connects to The Movie Database API, enabling clients to fetch pop…
|
B 71 5⁄4 | ||||||||
| 7032 |
MCP GCP DevOps
Claim
Enables managing Google Cloud Platform infrastructure through natural language,…
|
B 71 5⁄5 | ||||||||
| 7033 |
The open Congress.gov MCP server. Provides comprehensive access to the Congress…
|
B 71 5⁄5 | ||||||||
| 7034 |
Generates realistic mock data using Faker.js for database seeding, API testing,…
|
B 71 5⁄5 | ||||||||
| 7035 |
Enables retrieval of Russian real estate cadastral data including coordinates, …
|
B 71 5⁄5 | ||||||||
| 7036 |
Code Review MCP Server
Claim
Analyzes codebases using Repomix and LLMs to provide structured code reviews wi…
|
B 71 5⁄5 | ||||||||
| 7037 |
A Node.js server that enables video manipulation through natural language reque…
|
B 71 5⁄4 | ||||||||
| 7038 |
Enables verification of natural language claims against CME prediction market d…
|
B 71 5⁄5 | ||||||||
| 7039 |
Provides real-time access to financial market data including stock quotes, comp…
|
B 71 5⁄5 | ||||||||
| 7040 |
A production-ready MCP server that enables safe, read-only SQL SELECT queries a…
|
B 71 5⁄5 | ||||||||
| 7041 |
Provides weather information using the US National Weather Service API, includi…
|
B 71 5⁄5 | ||||||||
| 7042 |
Hydrolix time-series datalake integration providing schema exploration and quer…
|
B 71 5⁄5 | ||||||||
| 7043 |
Coordinate specialized roles to plan, build, test, and deploy applications end …
|
B 71 5⁄4 | ||||||||
| 7044 |
Official Espressif MCP Server to manage and control ESP RainMaker Devices.
|
B 71 5⁄5 | ||||||||
| 7045 |
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
B 71 5⁄4 | ||||||||
| 7046 |
mcp-playground
Claim
A Streamlit-based chat app for LLMs with plug-and-play tool support via Model C…
|
B 71 5⁄4 | ||||||||
| 7047 |
A Model Context Protocol server that provides tools to find regex pattern posit…
|
B 71 5⁄4 | ||||||||
| 7048 |
remote-control-mcp
Claim
Enables AI services like Claude and Cursor to remotely control a Mac by executi…
|
B 71 5⁄5 | ||||||||
| 7049 |
An MCP server that provides tools for interacting with Supabase databases, stor…
|
B 71 5⁄5 | ||||||||
| 7050 |
Enables unified searching across Google Scholar, Google Web Search, and YouTube…
|
B 71 5⁄5 | ||||||||