MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 3 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2001 |
A Pyodide server for executing Python code by Large Language Models (LLMs) via …
|
B 78 5⁄4 | ||||||||
| 2002 |
Extracts clean markdown content from web pages using Playwright, automatically …
|
B 78 5⁄5 | ||||||||
| 2003 |
A MCP server for interacting with the Godot game engine, providing tools for ed…
|
B 78 5⁄4 | ||||||||
| 2004 |
Provides semantic search capabilities for Hex package documentation using AI em…
|
B 78 5⁄4 | ||||||||
| 2005 |
Enables comprehensive content management through Markdown processing, HTML rend…
|
B 78 5⁄4 | ||||||||
| 2006 |
Enables AI assistants to manage n8n automation workflows through natural langua…
|
B 78 5⁄5 | ||||||||
| 2007 |
Downloads your entire Search Console dataset into a local SQLite database, then…
|
B 78 5⁄4 | ||||||||
| 2008 |
MCP server for smart contract ABIs and on-chain data from EVM and Solana via Cr…
|
B 78 6⁄6 | ||||||||
| 2009 |
An MCP server providing access to Sveriges Radio's P3 channel music playlists, …
|
B 78 5⁄5 | ||||||||
| 2010 |
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbo…
|
B 78 5⁄5 | ||||||||
| 2011 |
Hearthstone card search, deck analysis, and strategy coaching. 9 tools covering…
|
B 78 5⁄4 | ||||||||
| 2012 |
Connects Claude Desktop to Hugging Face Spaces with minimal setup, enabling cap…
|
B 78 5⁄5 | ||||||||
| 2013 |
Self-verifying ledger MCP server with dual-signed transactions, gift cards, spo…
|
B 78 5⁄5 | ||||||||
| 2014 |
A server that provides integration with PayPal's APIs, enabling seamless intera…
|
B 78 5⁄5 | ||||||||
| 2015 |
Enables search, browsing, and management of Plex media libraries including movi…
|
B 78 5⁄5 | ||||||||
| 2016 |
BinAssistMCP
Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
|
B 78 5⁄5 | ||||||||
| 2017 |
Provides access to Redis databases. This server enables LLMs to interact with R…
|
B 78 5⁄5 | ||||||||
| 2018 |
A server that enables AI assistants to understand and interact with Unity proje…
|
B 78 5⁄5 | ||||||||
| 2019 |
Enables AI assistants to analyze GDScript code structure, extract symbols, func…
|
B 78 5⁄5 | ||||||||
| 2020 |
Enables AI agents to perform cross-chain bridging operations using natural lang…
|
B 78 5⁄5 | ||||||||
| 2021 |
Provides seamless access to the NASA Astrophysics Data System (ADS) for searchi…
|
B 78 5⁄5 | ||||||||
| 2022 |
Detects AI-generated content and transforms robotic text into natural, human-li…
|
B 78 5⁄4 | ||||||||
| 2023 |
Enables AI assistants to access Macroforge documentation, validate TypeScript c…
|
B 78 5⁄4 | ||||||||
| 2024 |
Connects Blender to Claude AI through the Model Context Protocol, enabling AI-a…
|
B 78 5⁄5 | ||||||||
| 2025 |
Enables AI assistants to interact with Jenkins CI/CD systems through natural la…
|
B 78 5⁄5 | ||||||||
| 2026 |
Dedicated IDE Edition. Persistent project context for Cursor, Windsurf, Cline, …
|
B 78 5⁄5 | ||||||||
| 2027 |
Vale MCP Server
Claim
Integrates Vale prose linting into AI coding assistants, enabling users to chec…
|
B 78 5⁄5 | ||||||||
| 2028 |
A template/boilerplate project for building Model Context Protocol (MCP) server…
|
B 78 5⁄4 | ||||||||
| 2029 |
sample-agentic-ai-web
Claim
This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amaz…
|
B 78 5⁄4 | ||||||||
| 2030 |
Enables saving AI conversation histories as clean, organized markdown notes wit…
|
B 78 5⁄4 | ||||||||
| 2031 |
Provides threat intelligence lookups against the AbuseIPDB database, enabling I…
|
B 78 5⁄5 | ||||||||
| 2032 |
Pre-execution cost estimation for LLM agent workflows with calibration learning
|
B 78 4⁄4 | ||||||||
| 2033 |
MCP server for fetching web page content using Playwright headless browser, sup…
|
B 78 5⁄4 | ||||||||
| 2034 |
A Model Context Protocol server that allows displaying messages via polybar sta…
|
B 78 5⁄5 | ||||||||
| 2035 |
|
B 78 5⁄4 | ||||||||
| 2036 |
A Model Context Protocol service for Claude that enables natural language inter…
|
B 78 5⁄5 | ||||||||
| 2037 |
Connects CashChat financial data to AI assistants, enabling users to manage tra…
|
B 78 5⁄5 | ||||||||
| 2038 |
Zero-auth developer utilities: base64, UUID, hash, JWT decode, cron parse, time…
|
B 78 5⁄4 | ||||||||
| 2039 |
Provides official access to Gravatar profiles, avatars, and AI-inferred interes…
|
B 78 5⁄5 | ||||||||
| 2040 |
Provides real-time and historical Formula 1 racing data through the Model Conte…
|
B 78 5⁄5 | ||||||||
| 2041 |
MCP server for managing Unleash feature flags
|
B 78 5⁄4 | ||||||||
| 2042 |
An MCP server that allows AI assistants to manage todo lists stored in a simple…
|
B 78 5⁄5 | ||||||||
| 2043 |
Provides advanced system monitoring and file search capabilities for macOS, all…
|
B 78 5⁄5 | ||||||||
| 2044 |
Enables AI-powered music generation and live coding by providing direct control…
|
B 78 5⁄5 | ||||||||
| 2045 |
Enables AI code reviews through the CodeRabbit CLI by exposing a run_review too…
|
B 78 5⁄4 | ||||||||
| 2046 |
Enables AI assistants to interact with USCardForum, a Discourse-based community…
|
B 78 5⁄5 | ||||||||
| 2047 |
SMTP Email Server
Claim
Send and manage emails effortlessly with our server. Utilize multiple SMTP conf…
|
B 78 5⁄4 | ||||||||
| 2048 |
Enables AI assistants to automatically inspect and analyze application runtime …
|
B 78 5⁄5 | ||||||||
| 2049 |
Enables tracking food intake and nutrition using the USDA FoodData Central data…
|
B 78 5⁄5 | ||||||||
| 2050 |
Enables cloud browser automation using Browserbase and Stagehand to interact wi…
|
B 78 5⁄5 | ||||||||