MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 8851 |
Connects Ableton Live to Claude AI via the Model Context Protocol for prompt-as…
|
C 68 5⁄4 | ||||||||
| 8852 |
Enables semantic search across browser bookmarks from Chrome, Firefox, Edge, Op…
|
C 68 5⁄4 | ||||||||
| 8853 |
Enables AI assistants to interact with Basecamp projects through natural langua…
|
C 68 5⁄5 | ||||||||
| 8854 |
Enables comprehensive WCAG 2.0/2.1 accessibility testing of web applications us…
|
C 68 5⁄5 | ||||||||
| 8855 |
Enables forensic analysis of Windows notification databases (wpndatabase.db) fr…
|
C 68 5⁄4 | ||||||||
| 8856 |
Enables AI assistants to interact with and manage Google Cloud Platform resourc…
|
C 68 5⁄5 | ||||||||
| 8857 |
Manages knowledge graph data synchronized with GitHub repositories, enabling re…
|
C 68 5⁄5 | ||||||||
| 8858 |
Enables semantic search and document management with support for text, PDF, and…
|
C 68 5⁄5 | ||||||||
| 8859 |
Universal Microsoft Graph API gateway providing access to 1000+ endpoints for m…
|
C 68 5⁄5 | ||||||||
| 8860 |
MCP server for codewiki.google: search repos, fetch wiki docs, ask questions
|
C 68 5⁄5 | ||||||||
| 8861 |
Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequ…
|
C 68 5⁄5 | ||||||||
| 8862 |
Enables web scraping, React app testing, and React Native web app inspection us…
|
C 68 5⁄5 | ||||||||
| 8863 |
A MCP server (Streamable HTTP) for asking user questions via a web interface, i…
|
C 68 5⁄4 | ||||||||
| 8864 |
Provides comprehensive filesystem operations (read, write, list, create, delete…
|
C 68 5⁄5 | ||||||||
| 8865 |
Enables AI assistants to interact with MariaDB databases through standard SQL o…
|
C 68 5⁄5 | ||||||||
| 8866 |
rust-faf-mcp
Claim
RMCP-powered FAF server. 8 tools. Rust-native. IANA-registered .faf format.
|
C 68 5⁄4 | ||||||||
| 8867 |
Provides a simple 'wait' tool that introduces deliberate pauses into workflows …
|
C 68 5⁄5 | ||||||||
| 8868 |
MCP server for HTML file preview and analysis - Has been weird with OS but good…
|
C 68 5⁄5 | ||||||||
| 8869 |
Code Summarizer MCP
Claim
Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code…
|
C 68 5⁄5 | ||||||||
| 8870 |
A server that provides document processing capabilities using the Model Context…
|
C 68 5⁄5 | ||||||||
| 8871 |
A containerized Model Context Protocol server that enables using natural langua…
|
C 68 5⁄4 | ||||||||
| 8872 |
A Model Context Protocol server that fetches and ranks positive news articles f…
|
C 68 5⁄5 | ||||||||
| 8873 |
Manage Feishu app and user access tokens with ease. Fetch valid app tokens and …
|
C 68 5⁄5 | ||||||||
| 8874 |
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore di…
|
C 68 5⁄5 | ||||||||
| 8875 |
An MCP server for converting App Store Optimization (ASO) data from platforms l…
|
C 68 5⁄5 | ||||||||
| 8876 |
Enables comprehensive analysis of JavaScript/TypeScript project testing setups …
|
C 68 5⁄5 | ||||||||
| 8877 |
MCP Server for Telegram
|
C 68 5⁄5 | ||||||||
| 8878 |
MCP runtime copilot for health checks, regressions, explainability, and operati…
|
C 68 5⁄4 | ||||||||
| 8879 |
Persistent memory for Claude via weighted, interconnected knowledge nodes.
|
C 68 5⁄4 | ||||||||
| 8880 |
Enables AI models to search the web using DuckDuckGo, scrape webpage content in…
|
C 68 5⁄5 | ||||||||
| 8881 |
Enables AI coding assistants like Cursor and Claude to engage in real-time two-…
|
C 68 5⁄4 | ||||||||
| 8882 |
AI agent Lightning payments: pay invoices, L402 auto-pay, API discovery, budgets
|
C 68 5⁄5 | ||||||||
| 8883 |
A personal memory system that provides AI assistants with long-term memory capa…
|
C 68 5⁄5 | ||||||||
| 8884 |
将各种格式的文件转换为Markdown描述,帮助用户轻松获取文件内容的结构化信息。通过Cloudflare AI服务,支持多种文件类型的转换,提升文档处理效率。
|
C 68 5⁄5 | ||||||||
| 8885 |
An open-source Model Context Protocol (MCP) server for Atlassian Jira and Confl…
|
C 68 5⁄5 | ||||||||
| 8886 |
Goodday‑MCP is a lightweight Model Context Protocol (MCP) server designed to se…
|
C 68 5⁄5 | ||||||||
| 8887 |
Provide real-time and forecast meteorological data for cities across Portugal u…
|
C 68 5⁄5 | ||||||||
| 8888 |
Integrate Figma's powerful design capabilities into your applications. Leverage…
|
C 68 5⁄5 | ||||||||
| 8889 |
An MCP server that translates SQL statements into OData v4 query syntax, suppor…
|
C 68 5⁄5 | ||||||||
| 8890 |
Optimizes Manus AI credit usage by 30-75% via intelligent model routing and sma…
|
C 68 5⁄4 | ||||||||
| 8891 |
GeminiMcpServer
Claim
Enables seamless integration between MCP-compatible clients (like LM Studio) an…
|
C 68 5⁄5 | ||||||||
| 8892 |
A Model Context Protocol server implementation that integrates Wordware flows a…
|
C 68 5⁄4 | ||||||||
| 8893 |
🚀 The fast, Pythonic way to build MCP servers and clients.
|
C 68 6⁄4 | ||||||||
| 8894 |
An MCP server that streamlines the integration of the @appolabs/appo SDK into w…
|
C 68 5⁄5 | ||||||||
| 8895 |
Notion Query MCP Server
Claim
Provides structured, SQL-style query access to Notion databases, allowing Claud…
|
C 68 5⁄5 | ||||||||
| 8896 |
MCP Server with Docker
Claim
A project that integrates Model Control Protocol with OpenAI's API, allowing Op…
|
C 68 5⁄5 | ||||||||
| 8897 |
A stateless MCP server that enables real-time, bidirectional messaging and coll…
|
C 68 5⁄5 | ||||||||
| 8898 |
A Model Context Protocol server for managing todo lists and items with advanced…
|
C 68 5⁄4 | ||||||||
| 8899 |
Plausible MCP Server
Claim
Allows AI models to query and retrieve analytics data from Plausible Analytics …
|
C 68 5⁄5 | ||||||||
| 8900 |
Enables image analysis using GLM-4.5V's vision capabilities from Z.AI. Supports…
|
C 68 5⁄4 | ||||||||