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 ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20801 |
eShopLite
Claim
eShopLite is a set of reference .NET applications implementing an eCommerce sit…
|
C 57 4⁄3 | ||||||||
| 20802 |
|
C 57 4⁄3 | ||||||||
| 20803 |
Enables programmatic access to the MineSkin API for generating and managing Min…
|
C 57 4⁄4 | ||||||||
| 20804 |
File System MCP Server
Claim
Automates file system operations through natural language commands using a comb…
|
C 57 4⁄3 | ||||||||
| 20805 |
synapse-audit
Claim
AI-Powered Security Scanner for LLMs. Detects vulnerabilities and syncs with Sy…
|
C 57 4⁄3 | ||||||||
| 20806 |
A Multi-Agent Conversation Protocol Server that interfaces with the Exa Search …
|
C 57 4⁄4 | ||||||||
| 20807 |
MCP Monitor
Claim
An observability tool for agentic AI pipelines that intercepts MCP and Python t…
|
C 57 4⁄4 | ||||||||
| 20808 |
Provides AI-powered image generation through Google's Gemini models (Flash and …
|
C 57 4⁄4 | ||||||||
| 20809 |
DevDocs MCP Server
Claim
Integrates with Claude to enable intelligent querying of documentation data, tr…
|
C 57 4⁄4 | ||||||||
| 20810 |
Enables sending emails through the Resend service API. Provides a simple email …
|
C 57 4⁄4 | ||||||||
| 20811 |
A modern Model Control Plane (MCP) project that provides a lightweight, extensi…
|
C 57 4⁄4 | ||||||||
| 20812 |
A Model Context Protocol server that enables LLMs and AI assistants to create, …
|
C 57 4⁄3 | ||||||||
| 20813 |
Enables AI agents to interact with Milvus vector databases and Zilliz Cloud thr…
|
C 57 4⁄4 | ||||||||
| 20814 |
Memgraph MCP Server - includes a tool to run a query against Memgraph and a sch…
|
C 57 4⁄3 | ||||||||
| 20815 |
Enables control and management of smart home devices across multiple rooms thro…
|
C 57 4⁄3 | ||||||||
| 20816 |
adk-python-mcp-client
Claim
Demo of ADK (Agent Development Kit) as an MCP (Model Context Protocol) client f…
|
C 57 4⁄3 | ||||||||
| 20817 |
Fledge MCP Server
Claim
Connects Fledge functionality to Cursor AI, allowing interaction with Fledge in…
|
C 57 4⁄4 | ||||||||
| 20818 |
Enables control of Open Brush 3D painting software through natural language com…
|
C 57 4⁄3 | ||||||||
| 20819 |
A MCP server for the Discord integration. Enable your AI assistants to seamless…
|
C 57 3⁄3 | ||||||||
| 20820 |
A Model Context Protocol (MCP) server that provides AI-powered customer support…
|
C 57 4⁄4 | ||||||||
| 20821 |
GitHub See MCP Server
Claim
A server-side implementation that handles context processing between GitHub rep…
|
C 57 4⁄4 | ||||||||
| 20822 |
MCP-Penetration-testing
Claim
The ultimate OWASP MCP Top 10 security checklist and pentesting framework for M…
|
C 57 3⁄3 | ||||||||
| 20823 |
Desktop APP for Discover and Install MCP Servers
|
C 57 4⁄3 | ||||||||
| 20824 |
Claudeus WordPress MCP Server
|
C 57 4⁄4 | ||||||||
| 20825 |
A command line tool for setting up PayPal MCP server
|
C 57 4⁄3 | ||||||||
| 20826 |
Zhihu MCP Server
Claim
A simple HTTP API server that allows users to publish articles, create answers,…
|
C 57 4⁄3 | ||||||||
| 20827 |
Provides Tezos wallet management and blockchain interaction tools for AI agents…
|
C 57 4⁄4 | ||||||||
| 20828 |
Manage clients, contacts, proposals, estimates, and projects in Joe API. Create…
|
C 57 4⁄3 | ||||||||
| 20829 |
sampledotnetmcpserver
Claim
Sample .NET MCP Server
|
C 57 3⁄3 | ||||||||
| 20830 |
Provides tools to retrieve and validate Goods and Services Tax (GST) details us…
|
C 57 4⁄4 | ||||||||
| 20831 |
Enables interaction with multiple Google services including Maps, Finance, Flig…
|
C 57 4⁄4 | ||||||||
| 20832 |
Enables maintaining consistent project documentation and progress logs across d…
|
C 57 4⁄3 | ||||||||
| 20833 |
A Python MCP server that retrieves requirements and bug data from TAPD platform…
|
C 57 4⁄4 | ||||||||
| 20834 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 57 4⁄3 | ||||||||
| 20835 |
vibe
Claim
🎨 Vibe Design System - Official monday.com UI resources for application develop…
|
C 57 4⁄3 | ||||||||
| 20836 |
A robust SSH server facilitating secure remote command execution with TMUX sess…
|
C 57 4⁄4 | ||||||||
| 20837 |
A Multi-Agent Conversation Protocol server that provides access to the New York…
|
C 57 4⁄4 | ||||||||
| 20838 |
A CalDAV-compliant MCP server that enables AI models to manage personal schedul…
|
C 57 4⁄4 | ||||||||
| 20839 |
Enables external AI assistants to interact with Logseq graphs through 34 specia…
|
C 57 4⁄4 | ||||||||
| 20840 |
Solr MCP
Claim
A Python server that enables AI assistants to perform hybrid search queries aga…
|
C 57 4⁄4 | ||||||||
| 20841 |
game-mcp
Claim
Discovers and manages installed games on Windows from Steam, Epic, GOG, Xbox, a…
|
C 57 4⁄3 | ||||||||
| 20842 |
Kaimon.jl
Claim
MCP server giving AI agents full access to Julia's runtime via a live Gate — co…
|
C 57 4⁄3 | ||||||||
| 20843 |
Memory Bank MCP Server
Claim
A server for managing project documentation and context across Claude AI sessio…
|
C 57 4⁄4 | ||||||||
| 20844 |
Enables generation of various chart types (bar, line, pie, scatter, radar, heat…
|
C 57 4⁄4 | ||||||||
| 20845 |
Provides real-time news feeds from major Singapore news sources including The S…
|
C 57 4⁄4 | ||||||||
| 20846 |
MCP微信公众号爬虫
Claim
基于MCP架构的微信公众号文章爬虫系统，支持AI智能体通过Selenium自动抓取微信公众号文章内容和图片，实现文章内容的智能分析。
|
C 57 4⁄3 | ||||||||
| 20847 |
TypeScript library, MCP, and agent-friendly CLI for the BuiltWith API.
|
C 57 4⁄3 | ||||||||
| 20848 |
iPhone MCP Server
Claim
Enables iPhone automation through Appium integration, allowing users to control…
|
C 57 4⁄3 | ||||||||
| 20849 |
News MCP Server
Claim
Aggregates news from 7 APIs and unlimited RSS feeds with AI-powered bias remova…
|
C 57 3⁄3 | ||||||||
| 20850 |
Provides programmatic access to Turkey's Ministry of Justice Legislation Inform…
|
C 57 4⁄4 | ||||||||