MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 1 hour, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10001 |
Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools
|
C 66 5⁄4 | ||||||||
| 10002 |
一个 Alpha Vantage API 查询 股票信息的 MCP server.
|
C 66 5⁄5 | ||||||||
| 10003 |
MCP that can proxy any GraphQL API and expose graphql operations as mcp tools.
|
C 66 6⁄4 | ||||||||
| 10004 |
An MCP server that provides static validation and documentation lookup for quan…
|
C 66 5⁄5 | ||||||||
| 10005 |
Browser automation for MCP clients via Zen Browser. Parallel multi-tab, content…
|
C 66 5⁄4 | ||||||||
| 10006 |
A boilerplate project for quickly developing Model Context Protocol servers usi…
|
C 66 5⁄4 | ||||||||
| 10007 |
A demonstration server that allows large language models to perform penetration…
|
C 66 5⁄4 | ||||||||
| 10008 |
This server enables running a Model Context Protocol in a web browser with func…
|
C 66 5⁄5 | ||||||||
| 10009 |
Provides access to the US Census Bureau API, allowing AI agents to retrieve dem…
|
C 66 5⁄5 | ||||||||
| 10010 |
Provides tools for working with iOS Localizable.xcstrings files, enabling autom…
|
C 66 5⁄5 | ||||||||
| 10011 |
Provides access to 5,000+ Key Performance Indicators across 264 operating areas…
|
C 66 6⁄6 | ||||||||
| 10012 |
A Node.js application that provides a JSON-RPC interface to interact with CO2 s…
|
C 66 5⁄4 | ||||||||
| 10013 |
Enables aerodynamic analysis through XFOIL polar computations. Provides typed m…
|
C 66 5⁄5 | ||||||||
| 10014 |
Compute price oracle for AI agents. Compare inference pricing across 8 provider…
|
C 66 5⁄4 | ||||||||
| 10015 |
Provides standardized access to 20+ NASA data sources including astronomy pictu…
|
C 66 5⁄5 | ||||||||
| 10016 |
freshrelease_py
Claim
|
C 66 5⁄4 | ||||||||
| 10017 |
MySQL MCP Server
Claim
A server that enables AI models to interact with MySQL databases through a Mode…
|
C 66 5⁄5 | ||||||||
| 10018 |
Enables LLMs to perform web searches through Perplexica with multiple focus mod…
|
C 66 5⁄5 | ||||||||
| 10019 |
A Model Context Protocol server that enables AI assistants to check domain name…
|
C 66 5⁄5 | ||||||||
| 10020 |
Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's…
|
C 66 5⁄4 | ||||||||
| 10021 |
Git Stuff Server
Claim
MCP server providing Git-related functionalities, primarily a tool to generate …
|
C 66 5⁄5 | ||||||||
| 10022 |
MCP server that allows searching and retrieving book information from Aladin's …
|
C 66 5⁄5 | ||||||||
| 10023 |
A Model Context Protocol server that enables AI assistants to access and contro…
|
C 66 5⁄4 | ||||||||
| 10024 |
Enables persistent storage and retrieval of decisions, settings, and operationa…
|
C 66 5⁄5 | ||||||||
| 10025 |
Azure DevOps MCP Server
Claim
Enables AI agents to query and interact with Azure DevOps data, including work …
|
C 66 5⁄5 | ||||||||
| 10026 |
A Model Context Protocol (MCP) server that enables LLM applications to perform …
|
C 66 5⁄5 | ||||||||
| 10027 |
A Model Context Protocol (MCP) server that provides AI agents with comprehensiv…
|
C 66 6⁄4 | ||||||||
| 10028 |
A server that manages conversation context for LLM interactions, storing recent…
|
C 66 5⁄5 | ||||||||
| 10029 |
A Model Context Protocol server that allows Claude to query the Untappd beer da…
|
C 66 5⁄4 | ||||||||
| 10030 |
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
|
C 66 5⁄5 | ||||||||
| 10031 |
Echo your input to test workflows and integrations. Validate formatting, prompt…
|
C 66 5⁄4 | ||||||||
| 10032 |
Enables deployment of MCP servers to Cloudflare Workers without authentication …
|
C 66 5⁄5 | ||||||||
| 10033 |
60+ Meta Ads tools for AI agents: audits, campaign management, audiences and CA…
|
C 66 5⁄5 | ||||||||
| 10034 |
An MCP server that enables AI clients to delegate tasks to autonomous developer…
|
C 66 5⁄5 | ||||||||
| 10035 |
Provides intelligent error detection and debugging capabilities across multiple…
|
C 66 5⁄4 | ||||||||
| 10036 |
|
C 66 5⁄5 | ||||||||
| 10037 |
Enables comprehensive LinkedIn profile search, data extraction, and contact enr…
|
C 66 5⁄5 | ||||||||
| 10038 |
Provides access to real-time weather data, 5-day forecasts, and air quality inf…
|
C 66 5⁄5 | ||||||||
| 10039 |
Enables persistent memory for AI systems by providing tools for episodic, seman…
|
C 66 5⁄5 | ||||||||
| 10040 |
A MCP server that creates graphic recordings by converting websites or text inp…
|
C 66 5⁄4 | ||||||||
| 10041 |
A minimal Model Context Protocol server that provides basic arithmetic tools an…
|
C 66 5⁄5 | ||||||||
| 10042 |
Automated DOCX Redlining Engine
|
C 66 5⁄4 | ||||||||
| 10043 |
A Model Context Protocol server that enables AI assistants to control Chrome br…
|
C 66 5⁄4 | ||||||||
| 10044 |
Provides weather forecast data for locations in China using the HeFeng Weather …
|
C 66 5⁄5 | ||||||||
| 10045 |
A Model Context Protocol server that allows management of Counter-Strike 2 game…
|
C 66 5⁄5 | ||||||||
| 10046 |
Enables programmatic access to EndNote .enl libraries, allowing users to list, …
|
C 66 5⁄4 | ||||||||
| 10047 |
Redshift MCP Server
Claim
A production-ready server that connects LLMs and AI agents (Claude, ChatGPT) to…
|
C 66 5⁄4 | ||||||||
| 10048 |
A Model Context Protocol server that allows AI assistants to retrieve user info…
|
C 66 5⁄5 | ||||||||
| 10049 |
Enables comprehensive management of Ansible Automation Platform Controller and …
|
C 66 5⁄5 | ||||||||
| 10050 |
Enables loading and accessing LAML (YAML-based markup language) documents from …
|
C 66 5⁄5 | ||||||||