MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 3 hours, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11001 |
An MCP server that implements a structured workflow for LLM-based coding, guidi…
|
C 64 5⁄5 | ||||||||
| 11002 |
A collection of lightweight servers that expose weather and financial capabilit…
|
C 64 5⁄4 | ||||||||
| 11003 |
Connects your BitScale workspace to Claude, allowing you to manage grids, fetch…
|
C 64 5⁄5 | ||||||||
| 11004 |
Enables AI agents to interact with Memos instances for personal note-taking and…
|
C 64 5⁄5 | ||||||||
| 11005 |
A server that allows AI assistants to access and retrieve Linear ticket data th…
|
C 64 5⁄5 | ||||||||
| 11006 |
Grok asked for MCP on a URL. This is it.
First MCP server built for Grok
URL-b…
|
C 64 6⁄6 | ||||||||
| 11007 |
An MCP-compatible server that enables LLM agents to interact with Aucterra's do…
|
C 64 5⁄5 | ||||||||
| 11008 |
Enables language models to generate fun ASCII art featuring cows and other char…
|
C 64 6⁄6 | ||||||||
| 11009 |
A multi-database MCP server supporting MySQL, PostgreSQL, MongoDB, and SQLite w…
|
C 64 5⁄4 | ||||||||
| 11010 |
stt-mcp-server-linux
Claim
Local speech-to-text MCP server for Linux that transcribes audio via push-to-ta…
|
C 64 5⁄4 | ||||||||
| 11011 |
A dynamic browser pool MCP server that enables multiple concurrent, isolated Pl…
|
C 64 5⁄5 | ||||||||
| 11012 |
ESMfold MCP Server
Claim
Enables protein sequence analysis and structure prediction by extracting ESM-2 …
|
C 64 5⁄5 | ||||||||
| 11013 |
Integrates AI safety analysis, red-teaming, and prompt auditing directly into M…
|
C 64 5⁄4 | ||||||||
| 11014 |
MCP server enabling AI-powered Baserow database operations through natural lang…
|
C 64 6⁄4 | ||||||||
| 11015 |
A Model Context Protocol server that enables LLMs to access comprehensive finan…
|
C 64 5⁄5 | ||||||||
| 11016 |
Enables AI models to perform file system operations (reading, creating, and lis…
|
C 64 5⁄4 | ||||||||
| 11017 |
mcp-google-docs
Claim
A tool for manipulating Google Spreadsheet and Google Drive using MCP (Metoro C…
|
C 64 5⁄5 | ||||||||
| 11018 |
Enables AI assistants to interact with MariaDB databases through SQL operations…
|
C 64 5⁄5 | ||||||||
| 11019 |
Connects AI tools to Storyblok CMS, allowing users to manage content through na…
|
C 64 5⁄5 | ||||||||
| 11020 |
Provides real-time weather forecasts and alerts for US locations using the Nati…
|
C 64 5⁄5 | ||||||||
| 11021 |
Connects Claude Desktop to Grist spreadsheets, enabling users to browse documen…
|
C 64 5⁄5 | ||||||||
| 11022 |
Dreamhack MCP Server
Claim
Enables interaction with the Dreamhack wargame platform to fetch problem lists,…
|
C 64 5⁄5 | ||||||||
| 11023 |
Automatically generates comprehensive merge request summaries from git logs, an…
|
C 64 5⁄4 | ||||||||
| 11024 |
Redshift MCP Server
Claim
Enables LLMs and AI agents to securely query and interact with Amazon Redshift …
|
C 64 5⁄5 | ||||||||
| 11025 |
Enables AI-assisted penetration testing by connecting MCP clients to a Windows …
|
C 64 5⁄5 | ||||||||
| 11026 |
A Model Context Protocol server that enables Claude Desktop to generate images …
|
C 64 5⁄5 | ||||||||
| 11027 |
Provides comprehensive financial data from Yahoo Finance, enabling retrieval of…
|
C 64 5⁄5 | ||||||||
| 11028 |
Enables AI agents to crawl, access, and analyze WeChat Official Account article…
|
C 64 5⁄4 | ||||||||
| 11029 |
A MCP server for Microsoft Entra ID (Azure AD) directory, user, group, device, …
|
C 64 5⁄5 | ||||||||
| 11030 |
MCP INEGI Mujeres
Claim
Exposes educational indicators with a gender perspective from Mexico's SIESVIM …
|
C 64 5⁄4 | ||||||||
| 11031 |
Provides comprehensive statistics and advanced analysis tools for the Korean st…
|
C 64 5⁄5 | ||||||||
| 11032 |
A Model Context Protocol server that enables Claude and other LLMs to interact …
|
C 64 5⁄5 | ||||||||
| 11033 |
A production-ready Model Context Protocol server for interacting with Cosmic he…
|
C 64 5⁄5 | ||||||||
| 11034 |
A Model Context Protocol server that enables Claude to display and interact wit…
|
C 64 5⁄5 | ||||||||
| 11035 |
Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto ma…
|
C 64 6⁄4 | ||||||||
| 11036 |
An MCP server for indexing and querying Unreal Engine C++ codebases using a loc…
|
C 64 5⁄4 | ||||||||
| 11037 |
An MCP server that retrieves product data from the DummyJSON API, supporting fi…
|
C 64 5⁄5 | ||||||||
| 11038 |
Weather MCP Server
Claim
A Python-based MCP server that provides real-time weather information using the…
|
C 64 5⁄5 | ||||||||
| 11039 |
Togello MCP Server
Claim
Enables interaction with Togello's task management and activity tracking system…
|
C 64 5⁄5 | ||||||||
| 11040 |
A modern multi-platform hot news aggregation server based on FastMCP that suppo…
|
C 64 5⁄5 | ||||||||
| 11041 |
Enables local image analysis using Ollama AI models with complete privacy prote…
|
C 64 5⁄4 | ||||||||
| 11042 |
An MCP server that connects Gemini 2.5 Pro to Claude Code, enabling users to ge…
|
C 64 5⁄5 | ||||||||
| 11043 |
Facilitates isolated code execution within Docker containers, enabling secure m…
|
C 64 5⁄5 | ||||||||
| 11044 |
MCP server for Russian Post (Почта России) API — tracking, tariff calculation, …
|
C 64 4⁄4 | ||||||||
| 11045 |
Allows LLMs to access, scan, and search photos on connected iOS devices via USB…
|
C 64 5⁄4 | ||||||||
| 11046 |
Provides weather forecast data for locations in China through HeFeng Weather AP…
|
C 64 5⁄5 | ||||||||
| 11047 |
MedAdapt Content Server
Claim
A specialized Model Context Protocol server that enhances AI-assisted medical l…
|
C 64 5⁄5 | ||||||||
| 11048 |
An MCP server for analyzing PCAP files.
|
C 64 5⁄4 | ||||||||
| 11049 |
A read-only MCP server that enables users to interact with the Gmail API to sea…
|
C 64 5⁄5 | ||||||||
| 11050 |
Crypto trading backtesting, bot deployment, AI strategy, and account management…
|
C 64 6⁄6 | ||||||||