MCP Server Quality Scores
Independent quality analysis of 60196 public MCP servers
Last updated 2 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23701 |
Provides real-time news feeds from major Singapore news sources including The S…
|
C 57 4⁄4 | ||||||||
| 23702 |
MCP Docs Server
Claim
Aggregates documentation from multiple sources (llms.txt format or web scraping…
|
C 57 4⁄4 | ||||||||
| 23703 |
An MCP server for integrating AI models with client applications, allowing for …
|
C 57 4⁄4 | ||||||||
| 23704 |
A fully MCP-compliant, open-source maritime data service that provides real-tim…
|
C 57 4⁄3 | ||||||||
| 23705 |
MCP Stock Analyzer
Claim
Analyzes global and Indian stock market data via yfinance and queries local NSE…
|
C 57 3⁄3 | ||||||||
| 23706 |
A simple MCP server built with Python's FastMCP that exposes a calculator tool …
|
C 57 3⁄3 | ||||||||
| 23707 |
DevDocs MCP Server
Claim
Integrates with Claude to enable intelligent querying of documentation data, tr…
|
C 57 4⁄4 | ||||||||
| 23708 |
A CalDAV-compliant MCP server that enables AI models to manage personal schedul…
|
C 57 4⁄4 | ||||||||
| 23709 |
Memgraph MCP Server - includes a tool to run a query against Memgraph and a sch…
|
C 57 4⁄3 | ||||||||
| 23710 |
A Multi-Agent Conversation Protocol Server that provides access to the Go UPC A…
|
C 57 4⁄4 | ||||||||
| 23711 |
Provides AI-powered image generation through Google's Gemini models (Flash and …
|
C 57 4⁄4 | ||||||||
| 23712 |
Provides real-time system metrics and information through a Model Context Proto…
|
C 57 4⁄4 | ||||||||
| 23713 |
An MCP server that enables AI agents to automate Excel file operations includin…
|
C 57 4⁄3 | ||||||||
| 23714 |
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 | ||||||||
| 23715 |
onemcp-hub
Claim
OneMCP feature requests, bugs and improvements
|
C 57 3⁄3 | ||||||||
| 23716 |
Memory Bank MCP Server
Claim
A server for managing project documentation and context across Claude AI sessio…
|
C 57 4⁄4 | ||||||||
| 23717 |
A ticket tracking system that integrates with AI assistants through the Model C…
|
C 57 4⁄3 | ||||||||
| 23718 |
Enables AI tools to search and retrieve data from various South Korean and Japa…
|
C 57 4⁄4 | ||||||||
| 23719 |
An auto-generated MCP server for Google's Serverless VPC Access API, enabling c…
|
C 57 4⁄3 | ||||||||
| 23720 |
Enables control of Open Brush 3D painting software through natural language com…
|
C 57 4⁄3 | ||||||||
| 23721 |
solvitor-mcp
Claim
Solvitor MCP server provides tools to access reverse engineering tools that hel…
|
C 57 4⁄3 | ||||||||
| 23722 |
Enables robot navigation control and monitoring through natural language. Provi…
|
C 57 4⁄3 | ||||||||
| 23723 |
Enables maintaining consistent project documentation and progress logs across d…
|
C 57 4⁄3 | ||||||||
| 23724 |
sampledotnetmcpserver
Claim
Sample .NET MCP Server
|
C 57 3⁄3 | ||||||||
| 23725 |
An auto-generated Multi-Agent Conversation Protocol server that enables interac…
|
C 57 4⁄4 | ||||||||
| 23726 |
Solr MCP
Claim
A Python server that enables AI assistants to perform hybrid search queries aga…
|
C 57 4⁄4 | ||||||||
| 23727 |
Enables control and management of smart home devices across multiple rooms thro…
|
C 57 4⁄3 | ||||||||
| 23728 |
eShopLite
Claim
eShopLite is a set of reference .NET applications implementing an eCommerce sit…
|
C 57 4⁄3 | ||||||||
| 23729 |
News MCP Server
Claim
Aggregates news from 7 APIs and unlimited RSS feeds with AI-powered bias remova…
|
C 57 3⁄3 | ||||||||
| 23730 |
Automatically discovers GraphQL APIs through introspection and generates table-…
|
C 57 4⁄4 | ||||||||
| 23731 |
game-mcp
Claim
Discovers and manages installed games on Windows from Steam, Epic, GOG, Xbox, a…
|
C 57 4⁄3 | ||||||||
| 23732 |
An auto-generated Multi-Agent Conversation Protocol Server for interacting with…
|
C 57 4⁄4 | ||||||||
| 23733 |
MCP-Penetration-testing
Claim
The ultimate OWASP MCP Top 10 security checklist and pentesting framework for M…
|
C 57 3⁄3 | ||||||||
| 23734 |
Kaimon.jl
Claim
MCP server giving AI agents full access to Julia's runtime via a live Gate — co…
|
C 57 4⁄3 | ||||||||
| 23735 |
An auto-generated MCP server that enables interaction with the OpenAI API, allo…
|
C 57 4⁄4 | ||||||||
| 23736 |
Kibana MCP Server
Claim
Provides seamless access to Kibana and Periscope logs through a unified API wit…
|
C 57 4⁄4 | ||||||||
| 23737 |
iPhone MCP Server
Claim
Enables iPhone automation through Appium integration, allowing users to control…
|
C 57 4⁄3 | ||||||||
| 23738 |
An MCP server that exposes Firefox browser automation capabilities through the …
|
C 57 3⁄3 | ||||||||
| 23739 |
Desktop APP for Discover and Install MCP Servers
|
C 57 4⁄3 | ||||||||
| 23740 |
Enables AI agents to interact with Milvus vector databases and Zilliz Cloud thr…
|
C 57 4⁄4 | ||||||||
| 23741 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 57 4⁄3 | ||||||||
| 23742 |
Creates professional PowerPoint presentations from Markdown or JSON with intell…
|
C 57 4⁄4 | ||||||||
| 23743 |
A minimal and extensible local MCP server that provides core utilities like pin…
|
C 57 3⁄3 | ||||||||
| 23744 |
A MCP server that provides AI-powered image generation capabilities through Goo…
|
C 57 4⁄3 | ||||||||
| 23745 |
Provides programmatic access to Turkey's Ministry of Justice Legislation Inform…
|
C 57 4⁄4 | ||||||||
| 23746 |
synapse-audit
Claim
AI-Powered Security Scanner for LLMs. Detects vulnerabilities and syncs with Sy…
|
C 57 4⁄3 | ||||||||
| 23747 |
This MCP server exposes approved GraphQL operations from an Apollo GraphQL API …
|
C 57 3⁄3 | ||||||||
| 23748 |
GitHub See MCP Server
Claim
A server-side implementation that handles context processing between GitHub rep…
|
C 57 4⁄4 | ||||||||
| 23749 |
Fledge MCP Server
Claim
Connects Fledge functionality to Cursor AI, allowing interaction with Fledge in…
|
C 57 4⁄4 | ||||||||
| 23750 |
A Node.js service that provides spot trading functionality through the LnExchan…
|
C 57 4⁄4 | ||||||||