MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 3 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2051 |
A specialized testing harness that enables AI assistants to thoroughly test oth…
|
B 78 5⁄5 | ||||||||
| 2052 |
Provides deep source code analysis for Unreal Engine codebases, allowing AI ass…
|
B 78 5⁄5 | ||||||||
| 2053 |
An enhanced MCP server for the Capacities knowledge management app.
Features
…
|
B 78 5⁄4 | ||||||||
| 2054 |
mcp-vibe-check
Claim
Custom version of vibecheck
|
B 78 5⁄5 | ||||||||
| 2055 |
Enables comprehensive automation and management of Ghost CMS blogs through AI a…
|
B 78 5⁄5 | ||||||||
| 2056 |
mb-mcp
Claim
A standalone Node.js MCP server designed for Memory Bank workflows that enables…
|
B 78 5⁄5 | ||||||||
| 2057 |
Enables AI agents to autonomously manage files on the Filecoin decentralized ne…
|
B 78 5⁄5 | ||||||||
| 2058 |
A Model Context Protocol server that allows displaying messages via polybar sta…
|
B 78 5⁄5 | ||||||||
| 2059 |
Enables AI assistants to automatically inspect and analyze application runtime …
|
B 78 5⁄5 | ||||||||
| 2060 |
Enables saving AI conversation histories as clean, organized markdown notes wit…
|
B 78 5⁄4 | ||||||||
| 2061 |
Enables Large Language Models to interact with Google Ads API for querying camp…
|
B 78 5⁄4 | ||||||||
| 2062 |
vscode-demo-time
Claim
Enables AI assistants to interact with Demo Time and helps build presentations …
|
B 78 5⁄4 | ||||||||
| 2063 |
Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first…
|
B 78 5⁄4 | ||||||||
| 2064 |
Enables AI agents to discover and order food from multiple delivery services (D…
|
B 78 5⁄4 | ||||||||
| 2065 |
A Model Context Protocol server that enables management of Keycloak users and r…
|
B 78 5⁄5 | ||||||||
| 2066 |
SODAX MCP server: live cross-chain DeFi API data and auto-updating SDK docs for…
|
B 78 6⁄6 | ||||||||
| 2067 |
Enables AI assistants like Cursor to interact with Figma designs programmatical…
|
B 78 5⁄4 | ||||||||
| 2068 |
A free and unlimited web search server that enables AI models to search, crawl,…
|
B 78 5⁄5 | ||||||||
| 2069 |
GitHub Actions Model Context Protocol Server that allows you to create, manage,…
|
B 78 5⁄5 | ||||||||
| 2070 |
Exposes local Reqable network capture traffic to MCP clients for real-time moni…
|
B 78 5⁄5 | ||||||||
| 2071 |
Enables AI assistants to interact with Meilisearch through a standardized inter…
|
B 78 5⁄5 | ||||||||
| 2072 |
Enables interaction with Apple apps like Messages, Notes, and Contacts through …
|
B 78 5⁄5 | ||||||||
| 2073 |
A browser-based drawing application with AI integration that enables Claude to …
|
B 78 5⁄4 | ||||||||
| 2074 |
Pings a host and returns the result
|
B 78 5⁄4 | ||||||||
| 2075 |
Korean public official asset disclosure data (공직자 재산공개) - search and retrieve a…
|
B 78 4⁄4 | ||||||||
| 2076 |
Enables vision capabilities for any AI model by routing image analysis requests…
|
B 78 5⁄5 | ||||||||
| 2077 |
Acts as an intermediary between LLMs and other MCP servers, centralizing manage…
|
B 78 5⁄4 | ||||||||
| 2078 |
Access 30+ AI models (GPT-5, Claude, Gemini, Grok, DeepSeek) without API keys. …
|
B 78 5⁄5 | ||||||||
| 2079 |
phloem
Claim
Local-first AI memory with causal graphs. Fully offline, zero config, your data…
|
B 78 5⁄4 | ||||||||
| 2080 |
Indexes local and enterprise documents to provide a unified personal knowledge …
|
B 78 5⁄4 | ||||||||
| 2081 |
Mimiq MCP
Claim
Your AI coding agent tests pages, copy, and flows on simulated users while buil…
|
B 78 6⁄6 | ||||||||
| 2082 |
Pane
Claim
Enables AI agents to create visual, interactive interfaces with diagrams, struc…
|
B 78 5⁄4 | ||||||||
| 2083 |
Enables AI assistants to interact with Tilt development workflows, including mo…
|
B 78 5⁄5 | ||||||||
| 2084 |
MCP server for querying the official MCP registry.
|
B 78 5⁄5 | ||||||||
| 2085 |
Create Pix charges (Woovi/OpenPix) · List payments & check status · Refund tran…
|
B 78 5⁄4 | ||||||||
| 2086 |
postgres-scout-mcp
Claim
Scout your PostgreSQL databases with AI - safety features, monitoring, and data…
|
B 78 5⁄4 | ||||||||
| 2087 |
Provides secure access to Kali Linux security tools through a dockerized enviro…
|
B 78 5⁄5 | ||||||||
| 2088 |
Enables LLM agents to interact with the Lean theorem prover through the Languag…
|
B 78 5⁄5 | ||||||||
| 2089 |
Provides real-time hurricane tracking, 5-day forecast cones, location-based ale…
|
B 78 5⁄5 | ||||||||
| 2090 |
Enables tracking food intake and nutrition using the USDA FoodData Central data…
|
B 78 5⁄5 | ||||||||
| 2091 |
Provides persistent, semantic memory storage for LLMs across sessions using vec…
|
B 78 5⁄4 | ||||||||
| 2092 |
A read-only toolkit for searching and analyzing Markdown note directories and O…
|
B 78 5⁄4 | ||||||||
| 2093 |
Enables searching and accessing Xiaohongshu (RedNote) content via natural langu…
|
B 78 5⁄4 | ||||||||
| 2094 |
MCP Server which can get your AI's to Code in an Production level state.
|
B 78 5⁄4 | ||||||||
| 2095 |
Token-optimized MCP server that integrates Google Gemini CLI for AI-powered cod…
|
B 78 5⁄4 | ||||||||
| 2096 |
capital-equipment
Claim
Search, book, and manage scientific research equipment across 500+ STEM core fa…
|
B 78 6⁄6 | ||||||||
| 2097 |
An MCP server that enables MCP clients like Claude Desktop to interact with dat…
|
B 78 5⁄5 | ||||||||
| 2098 |
Analyzes, generates, simulates, and optimizes caching strategies across HTTP, C…
|
B 78 4⁄4 | ||||||||
| 2099 |
用於取得臺灣中央氣象署 API 資料的 Model Context Protocol (MCP) Server
|
B 78 5⁄4 | ||||||||
| 2100 |
Enables browser automation with Puppeteer, supporting navigation, form interact…
|
B 78 5⁄5 | ||||||||