MCP Server Quality Scores
Independent quality analysis of 33790 public MCP servers
Last updated 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13851 |
A Model Context Protocol server that enables programmatic querying of Azure res…
|
C 56 5⁄5 | ||||||||
| 13852 |
Enables AI interaction with native macOS applications including Messages, Notes…
|
C 56 6⁄6 | ||||||||
| 13853 |
A Model Context Protocol (MCP) server that allows AI assistants like Claude to …
|
C 56 5⁄5 | ||||||||
| 13854 |
A modular command processor server that enables interaction with GitHub's REST …
|
C 56 5⁄5 | ||||||||
| 13855 |
An integration tool that allows interaction with Jenkins CI/CD servers through …
|
C 56 5⁄5 | ||||||||
| 13856 |
An MCP server that delivers random jokes from multiple sources including Chuck …
|
C 56 5⁄5 | ||||||||
| 13857 |
Enables AI assistants to play, analyze, and track chess games with full rule va…
|
C 56 5⁄5 | ||||||||
| 13858 |
A Model Context Protocol server that enables LLMs to retrieve NBA data includin…
|
C 56 5⁄4 | ||||||||
| 13859 |
A model context protocol server that provides Berlin administrative service dat…
|
C 56 6⁄4 | ||||||||
| 13860 |
An MCP server that enables Microsoft Copilot Studio to retrieve random jokes fr…
|
C 56 5⁄5 | ||||||||
| 13861 |
Enables LLM-powered agents to generate, execute, and analyze Alloy modeling lan…
|
C 56 6⁄4 | ||||||||
| 13862 |
Create friendly, customizable greetings for any name or audience. Break the ice…
|
C 56 6⁄6 | ||||||||
| 13863 |
A Model Context Protocol server that provides specialized prompt suggestions fo…
|
C 56 5⁄5 | ||||||||
| 13864 |
Enables file system operations such as listing, reading, and creating files wit…
|
C 56 5⁄4 | ||||||||
| 13865 |
Enables scanning of project dependencies across multiple package managers (npm,…
|
C 56 5⁄5 | ||||||||
| 13866 |
A multi-tool AI assistant system that uses Model Context Protocol to connect la…
|
C 56 5⁄5 | ||||||||
| 13867 |
A lightweight FastMCP server that enables language models to discover, clone, t…
|
C 56 5⁄5 | ||||||||
| 13868 |
Provides real-time stock price data from global markets, including the US, Chin…
|
C 56 5⁄5 | ||||||||
| 13869 |
An MCP server for Google Tag Manager. Connect it to your LLM, authenticate once…
|
C 56 6⁄4 | ||||||||
| 13870 |
A simple demonstration MCP server that provides a sum_numbers tool for calculat…
|
C 56 5⁄5 | ||||||||
| 13871 |
A demonstration project that implements a Model Context Protocol (MCP) server w…
|
C 56 5⁄5 | ||||||||
| 13872 |
An MCP server for validating Suricata rule syntax and testing rules against pca…
|
C 56 5⁄4 | ||||||||
| 13873 |
An MCP server that tracks daily activity and graduate metrics across multiple S…
|
C 56 5⁄5 | ||||||||
| 13874 |
MCP Calculator
Claim
A protocol implementation that extends AI capabilities through a WebSocket inte…
|
C 56 5⁄5 | ||||||||
| 13875 |
A Model Context Protocol server that bridges Microsoft Teams with MCP-compatibl…
|
C 56 5⁄5 | ||||||||
| 13876 |
A simple MCP server that provides a calculator tool, dynamic greeting resources…
|
C 56 5⁄4 | ||||||||
| 13877 |
Simple FastMCP Server
Claim
A minimal demonstration MCP server that provides basic mathematical addition an…
|
C 56 5⁄5 | ||||||||
| 13878 |
A Model Context Protocol server that provides video processing capabilities inc…
|
C 56 5⁄5 | ||||||||
| 13879 |
MCP-native collaborative markdown editor with real-time AI document editing
|
C 56 6⁄6 | ||||||||
| 13880 |
Provide advanced stochastic algorithms and probabilistic decision-making capabi…
|
C 56 6⁄4 | ||||||||
| 13881 |
A simple blog API service built with FastMCP that allows users to fetch all blo…
|
C 56 5⁄4 | ||||||||
| 13882 |
Pipedream MCP Server
Claim
Enables interaction with over 2,800 APIs and applications through Pipedream's C…
|
C 56 6⁄6 | ||||||||
| 13883 |
An MCP server that enables AI agents to analyze executable files using Detect I…
|
C 56 5⁄5 | ||||||||
| 13884 |
A multi-agent system that connects a math server and weather server, allowing u…
|
C 56 5⁄5 | ||||||||
| 13885 |
An MCP server that enables AI assistants to create and run Processing sketches …
|
C 56 5⁄4 | ||||||||
| 13886 |
Agent-first prediction markets on Base. Trade, quote, create markets via MCP.
|
C 56 5⁄5 | ||||||||
| 13887 |
An MCP server that generates structured notes from Bilibili videos by automatic…
|
C 56 5⁄5 | ||||||||
| 13888 |
ArXiv Research Assistant
Claim
Enables researchers to search ArXiv papers, extract key insights (problems, met…
|
C 56 5⁄5 | ||||||||
| 13889 |
Transforms CSV and Excel data into Markdown-formatted vector embeddings stored …
|
C 56 5⁄4 | ||||||||
| 13890 |
Provides LLMs with access to Oura Ring health data including sleep metrics, act…
|
C 56 6⁄6 | ||||||||
| 13891 |
Enables AI agents to fetch real-time weather data for any location using the Op…
|
C 56 5⁄5 | ||||||||
| 13892 |
Indigo Protocol MCP — iAsset prices, CDP analytics, stability pools, staking & …
|
C 56 6⁄6 | ||||||||
| 13893 |
A Model Context Protocol (MCP) server that enables AI assistants and LLMs to ac…
|
C 56 5⁄5 | ||||||||
| 13894 |
TiDB database integration with schema inspection and query capabilities
|
C 56 5⁄5 | ||||||||
| 13895 |
A server built on mcp-framework that enables integration with Claude Desktop th…
|
C 56 5⁄4 | ||||||||
| 13896 |
Enables integration with Abacate Pay API for managing payments, customers, and …
|
C 56 6⁄6 | ||||||||
| 13897 |
A Model Context Protocol server that provides read-only access to PostgreSQL da…
|
C 56 5⁄5 | ||||||||
| 13898 |
Enables AI assistants to operate as remote workers through Telegram, creating a…
|
C 56 5⁄5 | ||||||||
| 13899 |
Enables users to access up-to-date news through RSS feeds and read full article…
|
C 56 5⁄5 | ||||||||
| 13900 |
Connects to the Korea Meteorological Administration (KMA) Open API to provide s…
|
C 56 5⁄5 | ||||||||