MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13851 |
A management tool for Alibaba Cloud Message Service (MNS) implemented through t…
|
C 56 5⁄5 | ||||||||
| 13852 |
MCP client library and bridge for Neemee personal knowledge management system
|
C 56 5⁄5 | ||||||||
| 13853 |
Transforms CSV and Excel data into Markdown-formatted vector embeddings stored …
|
C 56 5⁄4 | ||||||||
| 13854 |
Enables video text extraction using multiple speech recognition providers inclu…
|
C 56 5⁄5 | ||||||||
| 13855 |
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
|
C 56 5⁄5 | ||||||||
| 13856 |
MCP server for Instagit — AI-powered Git repository analysis for coding agents
|
C 56 6⁄6 | ||||||||
| 13857 |
A Model Context Protocol server that lets you fetch auctions from Ebay.com usin…
|
C 56 5⁄5 | ||||||||
| 13858 |
An architecture consulting server that reviews multi-agent systems against a kn…
|
C 56 6⁄6 | ||||||||
| 13859 |
Provides AI agents with 8 stress-relief tools like coffee breaks, Netflix watch…
|
C 56 5⁄4 | ||||||||
| 13860 |
Provide advanced stochastic algorithms and probabilistic decision-making capabi…
|
C 56 6⁄4 | ||||||||
| 13861 |
A simple MCP server that implements a note storage system with RAG capabilities…
|
C 56 5⁄5 | ||||||||
| 13862 |
A simple blog API service built with FastMCP that allows users to fetch all blo…
|
C 56 5⁄4 | ||||||||
| 13863 |
Enables semantic search and retrieval of code files using embeddings stored in …
|
C 56 5⁄5 | ||||||||
| 13864 |
A lightweight service that provides cross conversation temporary information st…
|
C 56 6⁄4 | ||||||||
| 13865 |
Provides a comprehensive API wrapper for GitHub operations through a FastMCP-ba…
|
C 56 6⁄6 | ||||||||
| 13866 |
A simple MCP server that provides a calculator tool, dynamic greeting resources…
|
C 56 5⁄4 | ||||||||
| 13867 |
Connect Claude to Fathom meeting recordings, transcripts, and summaries
|
C 56 6⁄6 | ||||||||
| 13868 |
A Python-based MCP server for Todoist that enables comprehensive task managemen…
|
C 56 5⁄5 | ||||||||
| 13869 |
A numerical calculator based on Model Context Protocol (MCP) that provides simp…
|
C 56 5⁄4 | ||||||||
| 13870 |
A Model Context Protocol server that allows AI applications to interact with Ki…
|
C 56 6⁄6 | ||||||||
| 13871 |
A simple MCP server that provides integer addition functionality. Enables users…
|
C 56 5⁄5 | ||||||||
| 13872 |
Promote music on Spotify and grow YouTube channels through AI-powered Meta and …
|
C 56 6⁄6 | ||||||||
| 13873 |
An MCP server for managing MDX blog posts and project data with built-in Git in…
|
C 56 6⁄6 | ||||||||
| 13874 |
An MCP server that provides formal reasoning and argument validation tools for …
|
C 56 5⁄4 | ||||||||
| 13875 |
Enables comprehensive control of Korean Hangul (HWP) documents with 59 features…
|
C 56 5⁄4 | ||||||||
| 13876 |
A Model Context Protocol server that enables searching for camping facilities a…
|
C 56 5⁄4 | ||||||||
| 13877 |
Simple Tavily Search MCP Server
This is a simplified version of the Tavily se…
|
C 56 5⁄4 | ||||||||
| 13878 |
Pinecone Economic Books
Claim
Enables semantic search through a Pinecone vector database containing economic …
|
C 56 5⁄5 | ||||||||
| 13879 |
mcp-openhexa
Claim
Enables interaction with OpenHEXA platform through Claude Desktop, allowing use…
|
C 56 6⁄4 | ||||||||
| 13880 |
MCP Server for Tibber, a Norwegian power supplier.
The Tibber MCP server provi…
|
C 56 5⁄4 | ||||||||
| 13881 |
A model context protocol server that provides Berlin administrative service dat…
|
C 56 6⁄4 | ||||||||
| 13882 |
Xiaohongshu MCP Server
Claim
An automation server that enables interaction with Xiaohongshu platform through…
|
C 56 5⁄4 | ||||||||
| 13883 |
Enables users to access up-to-date news through RSS feeds and read full article…
|
C 56 5⁄5 | ||||||||
| 13884 |
Enables comprehensive ransomware threat analysis through 25+ tools that interac…
|
C 56 5⁄5 | ||||||||
| 13885 |
Enables file system operations such as listing, reading, and creating files wit…
|
C 56 5⁄4 | ||||||||
| 13886 |
An MCP server that exposes HTTP methods defined in an OpenAPI specification as …
|
C 56 5⁄5 | ||||||||
| 13887 |
Hugeicons MCP Server is a TypeScript based server that provides integrated tool…
|
C 56 6⁄4 | ||||||||
| 13888 |
An educational MCP server demonstrating common security vulnerabilities like co…
|
C 56 5⁄4 | ||||||||
| 13889 |
MCP Web Scraper Server
Claim
An advanced web search and scraping server that enables AI models to perform ta…
|
C 56 6⁄6 | ||||||||
| 13890 |
Search 14,000+ x402-enabled HTTP APIs by keyword. Agents pay $0.01 USDC per sea…
|
C 56 6⁄4 | ||||||||
| 13891 |
An MCP server that delivers random jokes from multiple sources including Chuck …
|
C 56 5⁄5 | ||||||||
| 13892 |
Enables AI assistants to discover and search authentic Moroccan tourism experie…
|
C 56 6⁄6 | ||||||||
| 13893 |
A FastAPI server that implements the Model Context Protocol (MCP) using Server-…
|
C 56 5⁄5 | ||||||||
| 13894 |
Provide a scaffold for building MCP servers with ease. Enable rapid development…
|
C 56 5⁄4 | ||||||||
| 13895 |
Enables AI assistants to interact with YNAB budgets through natural language. S…
|
C 56 5⁄5 | ||||||||
| 13896 |
An MCP server that enables AI assistants to verify BibTeX citations and URLs ag…
|
C 56 5⁄5 | ||||||||
| 13897 |
MCP-Serve 多语言翻译服务
Claim
A custom MCP protocol service that enhances AI models by providing multilingual…
|
C 56 5⁄5 | ||||||||
| 13898 |
An MCP server for accessing college basketball statistics through the SportsDat…
|
C 56 5⁄5 | ||||||||
| 13899 |
Enables Claude AI to extract transcripts from YouTube videos with zero setup re…
|
C 56 6⁄6 | ||||||||
| 13900 |
Enables querying real-time adoption metrics, trends, and comparisons for popula…
|
C 56 6⁄6 | ||||||||