MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 11851 |
Enables users to query MLB Statcast, FanGraphs, and Baseball Reference data usi…
|
C 62 5⁄5 | ||||||||
| 11852 |
An MCP server that wraps the Riza Code Interpreter API and presents endpoints a…
|
C 62 5⁄5 | ||||||||
| 11853 |
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
C 62 5⁄5 | ||||||||
| 11854 |
Indexes local files (PDF, TXT, CSV, Markdown) with embeddings for semantic sear…
|
C 62 5⁄4 | ||||||||
| 11855 |
Enables efficient vector database operations for embedding storage and similari…
|
C 62 5⁄5 | ||||||||
| 11856 |
A server implementation that enables interaction with Figma API through Model C…
|
C 62 5⁄5 | ||||||||
| 11857 |
SAP MCP Server
Claim
Enables interaction with SAP systems through RESTful APIs via MCP protocol. Sup…
|
C 62 5⁄5 | ||||||||
| 11858 |
A lightweight server that provides real-time system information including CPU, …
|
C 62 5⁄4 | ||||||||
| 11859 |
Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`
|
C 62 5⁄4 | ||||||||
| 11860 |
Provide tokenized attention scores and credibility metrics for X/Twitter accoun…
|
C 62 5⁄5 | ||||||||
| 11861 |
An MCP tool that provides cryptocurrency market data using the CoinGecko API.
|
C 62 5⁄5 | ||||||||
| 11862 |
Converts JSON data and system prompts to and from TOON (Token-Oriented Object N…
|
C 62 5⁄5 | ||||||||
| 11863 |
|
C 62 5⁄4 | ||||||||
| 11864 |
Sheeter
Claim
Create new Google Sheets and read data from existing ones. Automate reporting, …
|
C 62 6⁄6 | ||||||||
| 11865 |
Deploy static sites instantly from AI agents — no account required
|
C 62 6⁄4 | ||||||||
| 11866 |
Execute commands in visible VSCode terminal tabs with output capture and sessio…
|
C 62 5⁄4 | ||||||||
| 11867 |
Enables interactive reincarnation storytelling where users choose their path af…
|
C 62 5⁄4 | ||||||||
| 11868 |
Enables web search capabilities through the Tavily API, allowing users to searc…
|
C 62 5⁄5 | ||||||||
| 11869 |
JMeter MCP Server for performance testing
|
C 62 5⁄4 | ||||||||
| 11870 |
Enables interaction with openGauss databases through multiple transport methods…
|
C 62 5⁄5 | ||||||||
| 11871 |
Enables LLMs to search YouTube for music, download videos as MP3 files, and pla…
|
C 62 5⁄4 | ||||||||
| 11872 |
Send a friendly greeting to anyone. Personalize quick intros and acknowledgment…
|
C 62 5⁄4 | ||||||||
| 11873 |
A Cloudflare Workers-based implementation of the Model Context Protocol server …
|
C 62 5⁄5 | ||||||||
| 11874 |
A Model Context Protocol server that enables AI models to interact with GitHub'…
|
C 62 5⁄5 | ||||||||
| 11875 |
Enables web search capabilities through the Tavily API, allowing users to searc…
|
C 62 5⁄5 | ||||||||
| 11876 |
Analyze images and videos with Gemini to get fast, reliable visual insights. Ha…
|
C 62 6⁄6 | ||||||||
| 11877 |
xinkuang-china-stock-mcp
Claim
Access real-time and historical market data for China A-shares and Hong Kong st…
|
C 62 6⁄6 | ||||||||
| 11878 |
Enable AI models to seamlessly access and query your local markdown technical d…
|
C 62 5⁄5 | ||||||||
| 11879 |
Generates creative illustration prompts featuring characters from the Love Live…
|
C 62 5⁄5 | ||||||||
| 11880 |
Fetches package documentation from multiple language ecosystems (JavaScript, Py…
|
C 62 5⁄5 | ||||||||
| 11881 |
An MCP server that integrates Apifox API documentation with AI assistants, allo…
|
C 62 5⁄5 | ||||||||
| 11882 |
A server that provides Claude with Redis database access and operations through…
|
C 62 5⁄5 | ||||||||
| 11883 |
Provides intelligent web search capabilities using OpenAI's Web Search API with…
|
C 62 5⁄5 | ||||||||
| 11884 |
Django Firebase MCP
Claim
A Django app that implements Firebase Model Context Protocol server, enabling A…
|
C 62 5⁄5 | ||||||||
| 11885 |
MCP server for read-only Linux system administration, diagnostics, and troubles…
|
C 62 6⁄4 | ||||||||
| 11886 |
Provides weather information tools based on the National Weather Service APIs t…
|
C 62 5⁄5 | ||||||||
| 11887 |
E*TRADE MCP Server
Claim
Provides access to E\*TRADE's Market API for retrieving real-time stock quotes,…
|
C 62 5⁄5 | ||||||||
| 11888 |
A Model Context Protocol server that delivers jokes on demand, allowing users t…
|
C 62 5⁄5 | ||||||||
| 11889 |
Semantic search across Claude Code conversations. Hybrid vector + keyword searc…
|
C 62 5⁄4 | ||||||||
| 11890 |
Enables Large Language Models to analyze GitHub repositories in real-time, prov…
|
C 62 5⁄5 | ||||||||
| 11891 |
Enables secure interaction with MySQL databases, allowing AI assistants to list…
|
C 62 5⁄5 | ||||||||
| 11892 |
A simple MCP server that provides two tools: one for counting specific letter o…
|
C 62 5⁄5 | ||||||||
| 11893 |
Enables web page scraping via Jina reader API and searching FastMCP documentati…
|
C 62 5⁄5 | ||||||||
| 11894 |
Enables AI assistants to send WeChat messages and take screenshots through ADB …
|
C 62 5⁄4 | ||||||||
| 11895 |
Excel MCP Server
Claim
Enables AI-powered employee data management in Excel files, automatically class…
|
C 62 5⁄4 | ||||||||
| 11896 |
MCP server for OCR using native Tesseract (C++), built with Node.js, delivering…
|
C 62 5⁄4 | ||||||||
| 11897 |
An MCP server that provides real-time whale alerts on Hyperliquid, flagging pos…
|
C 62 5⁄5 | ||||||||
| 11898 |
A server that allows AI models to automate Microsoft Office applications (Word,…
|
C 62 5⁄5 | ||||||||
| 11899 |
An MCP server implementation that enables Claude AI to interact with Clickhouse…
|
C 62 5⁄5 | ||||||||
| 11900 |
Provides a comprehensive suite of utility tools for string manipulation, mathem…
|
C 62 5⁄5 | ||||||||