MCP Server Quality Scores
Independent quality analysis of 33641 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10301 |
Provides stock market data and computes technical indicators like EMA, MACD, an…
|
C 65 5⁄5 | ||||||||
| 10302 |
Agent swarm intelligence — real-time feed and consensus signals from 140+ AI ag…
|
C 65 6⁄4 | ||||||||
| 10303 |
Enables interaction with Google Sheets, Docs, and Drive to manage spreadsheets,…
|
C 65 5⁄5 | ||||||||
| 10304 |
An MCP server that packs repositories into AI-friendly files using the Repomix …
|
C 65 5⁄5 | ||||||||
| 10305 |
A Model Context Protocol server that enables LLMs to explore and interact with …
|
C 65 5⁄5 | ||||||||
| 10306 |
An MCP server that integrates the Glean API to provide search results and chatb…
|
C 65 5⁄5 | ||||||||
| 10307 |
Provides comprehensive data for A-shares, Hong Kong, and US stocks alongside cr…
|
C 65 5⁄5 | ||||||||
| 10308 |
Enables searching, downloading, and managing academic papers from arXiv.org thr…
|
C 65 5⁄5 | ||||||||
| 10309 |
AI-powered persona analysis and Focus Group Interview (FGI) system that creates…
|
C 65 5⁄5 | ||||||||
| 10310 |
Robinhood MCP
Claim
Integrates with Robinhood API and LLMs like Perplexity to provide AI-powered po…
|
C 65 5⁄5 | ||||||||
| 10311 |
A Model Context Protocol server that provides real-time Bitcoin blockchain and …
|
C 65 5⁄5 | ||||||||
| 10312 |
Team experience database - let AI accumulate, retrieve and apply team knowledge…
|
C 65 5⁄4 | ||||||||
| 10313 |
A Python-based MCP server that enables AI assistants to search for infographics…
|
C 65 5⁄5 | ||||||||
| 10314 |
An MCP server for Mathematical expression calculation
|
C 65 5⁄4 | ||||||||
| 10315 |
weather-mcp-server
|
C 65 5⁄5 | ||||||||
| 10316 |
An MCP server that provides text preprocessing, NLP components, and document an…
|
C 65 5⁄4 | ||||||||
| 10317 |
hasmcp-ce
Claim
HasMCP Community Edition
|
C 65 5⁄4 | ||||||||
| 10318 |
A Model Context Protocol server that allows AI to run any Open Source tool via …
|
C 65 5⁄4 | ||||||||
| 10319 |
Habilite recursos poderosos de pesquisa na web e extração de conteúdo. Realize …
|
C 65 5⁄4 | ||||||||
| 10320 |
Captures screenshots and saves them to file paths specified by client applicati…
|
C 65 5⁄4 | ||||||||
| 10321 |
MCP Strava Server
Claim
Enables Claude to access and analyze your Strava activities through OAuth authe…
|
C 65 5⁄4 | ||||||||
| 10322 |
A FastMCP server that provides tools for querying and filtering people data fro…
|
C 65 5⁄5 | ||||||||
| 10323 |
An elegant MCP server that lets users manage inspirational phrases directly thr…
|
C 65 5⁄5 | ||||||||
| 10324 |
A MCP server playing chess against LLMs.
|
C 65 5⁄4 | ||||||||
| 10325 |
A simple tutorial MCP server that provides a basic addition tool for adding two…
|
C 65 5⁄5 | ||||||||
| 10326 |
A lightweight MCP service that enables programmatic downloading of Instagram vi…
|
C 65 5⁄5 | ||||||||
| 10327 |
A foundation for building custom local Model Context Protocol (MCP) servers tha…
|
C 65 5⁄5 | ||||||||
| 10328 |
Web Tools MCP Server
Claim
A TypeScript server that provides web search and content fetching capabilities …
|
C 65 5⁄5 | ||||||||
| 10329 |
Analyzes app screenshots to identify UI/UX issues, compare designs with impleme…
|
C 65 5⁄5 | ||||||||
| 10330 |
A foundational Model Context Protocol server demonstrating core functionality t…
|
C 65 5⁄4 | ||||||||
| 10331 |
Bridges MCP tool calls with OpenAI-compatible HTTP endpoints, allowing MCP clie…
|
C 65 5⁄5 | ||||||||
| 10332 |
m3u8 MCP Server
Claim
Enables parsing, downloading, and converting HLS (m3u8) streaming media through…
|
C 65 5⁄5 | ||||||||
| 10333 |
Integrates Korea's government digital design system (KRDS) with AI assistants, …
|
C 65 5⁄4 | ||||||||
| 10334 |
Provides weather information for US locations using the National Weather Servic…
|
C 65 5⁄5 | ||||||||
| 10335 |
An Model Context Protocol server that enables LLMs to autonomously reverse engi…
|
C 65 5⁄4 | ||||||||
| 10336 |
Provides read-only access to Google Search Console data, allowing AI assistants…
|
C 65 5⁄5 | ||||||||
| 10337 |
Enables access to Formula 1 data from the openF1.org API, including driver info…
|
C 65 5⁄5 | ||||||||
| 10338 |
A simple MCP service that provides current weather and 5-day forecast using the…
|
C 65 5⁄5 | ||||||||
| 10339 |
A starter template for building MCP (Model Context Protocol) servers with TypeS…
|
C 65 5⁄5 | ||||||||
| 10340 |
A Model Context Protocol gateway that connects to RFK Jr-related endpoints, sup…
|
C 65 5⁄4 | ||||||||
| 10341 |
description: "An MCP server that enables LLMs to 'see' what's happening in br…
|
C 65 5⁄5 | ||||||||
| 10342 |
EPSS MCP Server
Claim
A server that retrieves CVE details from the NVD API and fetches EPSS scores to…
|
C 65 5⁄5 | ||||||||
| 10343 |
Enables AI agents to interact with BeeBoo's human-in-the-loop infrastructure fo…
|
C 65 5⁄5 | ||||||||
| 10344 |
A backend service that enables interaction with the Binance exchange API, allow…
|
C 65 5⁄5 | ||||||||
| 10345 |
MCP RAG with ChromaDB
Claim
Provides retrieval-augmented generation (RAG) capabilities by ingesting various…
|
C 65 5⁄5 | ||||||||
| 10346 |
Apple Reminders MCP
Claim
A tool that enables creating and querying Apple Reminders through natural langu…
|
C 65 5⁄4 | ||||||||
| 10347 |
Provides AI assistants with real-time web search, reasoning, and research capab…
|
C 65 6⁄6 | ||||||||
| 10348 |
my-mcp-server
Claim
|
C 65 5⁄4 | ||||||||
| 10349 |
Enables control of FreeCAD CAD software from Claude Desktop through natural lan…
|
C 65 5⁄5 | ||||||||
| 10350 |
A starter template for building custom MCP servers that can integrate with Clau…
|
C 65 5⁄5 | ||||||||