MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 7 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10301 |
A Model Context Protocol server that enables LLMs to explore and interact with …
|
C 65 5⁄5 | ||||||||
| 10302 |
Provides real-time cryptocurrency market data and technical indicators (EMA, MA…
|
C 65 5⁄5 | ||||||||
| 10303 |
Integrates with the EARLY (Timeular v4) API to manage activities, track time, a…
|
C 65 5⁄5 | ||||||||
| 10304 |
Provides stock market data and computes technical indicators like EMA, MACD, an…
|
C 65 5⁄5 | ||||||||
| 10305 |
MCP Local Server
Claim
A minimal Model Context Protocol server that provides basic utility tools inclu…
|
C 65 5⁄4 | ||||||||
| 10306 |
An MCP server that provides text preprocessing, NLP components, and document an…
|
C 65 5⁄4 | ||||||||
| 10307 |
Enables fetching tweets, threads, and converting them to blog posts without req…
|
C 65 6⁄6 | ||||||||
| 10308 |
MCP Lambda Server
Claim
A Node.js package that provides Model Context Protocol server infrastructure fo…
|
C 65 5⁄5 | ||||||||
| 10309 |
Model Context Protocol (MCP) server for Databricks that empowers AI agents to a…
|
C 65 5⁄5 | ||||||||
| 10310 |
Provides access to the DigiKey Product Search API v4, allowing users to search …
|
C 65 5⁄5 | ||||||||
| 10311 |
AI software engineer — writes code, opens PRs, reviews code, generates tests, a…
|
C 65 6⁄6 | ||||||||
| 10312 |
A universal MCP (Model Context Protocol) server to integrate any API with Claud…
|
C 65 5⁄5 | ||||||||
| 10313 |
A Model Context Protocol (MCP) server that enables integration of joke delivery…
|
C 65 5⁄5 | ||||||||
| 10314 |
This MCP server provides persistent memory integration for chat applications by…
|
C 65 5⁄5 | ||||||||
| 10315 |
An MCP server that packs repositories into AI-friendly files using the Repomix …
|
C 65 5⁄5 | ||||||||
| 10316 |
Utilizes the Google Gemini API to generate context-specific categories and dive…
|
C 65 5⁄5 | ||||||||
| 10317 |
An mcp server that provides read-only access to MariaDB.
|
C 65 5⁄4 | ||||||||
| 10318 |
An MCP server to interact with Google Search Console and Bing Webmasters.
|
C 65 5⁄4 | ||||||||
| 10319 |
A Model Context Protocol server that provides programmatic access to Amazon EKS…
|
C 65 5⁄5 | ||||||||
| 10320 |
An MCP service that automatically generates and manages rule files for Trae AI …
|
C 65 5⁄4 | ||||||||
| 10321 |
Enables safe management of MCP server configuration files for AWS Q Developer a…
|
C 65 5⁄4 | ||||||||
| 10322 |
Allows execution of MATLAB code from Python using the MATLAB Engine API, enabli…
|
C 65 5⁄4 | ||||||||
| 10323 |
Automate cloud browsers to navigate websites, interact with elements, and extra…
|
C 65 6⁄6 | ||||||||
| 10324 |
A simple server that implements the Model Context Protocol, allowing AI models …
|
C 65 5⁄5 | ||||||||
| 10325 |
Enables AI models to interact programmatically with Dokploy servers to manage p…
|
C 65 5⁄5 | ||||||||
| 10326 |
A Model Context Protocol server that provides real-time access to Zillow real e…
|
C 65 5⁄5 | ||||||||
| 10327 |
Enables users to manage OpenFGA authorization models, stores, and relationship …
|
C 65 5⁄5 | ||||||||
| 10328 |
An advanced MCP server that enables asynchronous downloading of YouTube videos …
|
C 65 5⁄4 | ||||||||
| 10329 |
Session memory for AI coding agents. Search past sessions, extract rules, and t…
|
C 65 5⁄4 | ||||||||
| 10330 |
An elegant MCP server that lets users manage inspirational phrases directly thr…
|
C 65 5⁄5 | ||||||||
| 10331 |
Enables searching and analyzing Korean patents through the KIPRIS API using nat…
|
C 65 5⁄5 | ||||||||
| 10332 |
A Model Context Protocol server that connects LLMs with Autodesk Fusion, enabli…
|
C 65 5⁄4 | ||||||||
| 10333 |
Enables interaction with Gmail through the Gmail API to read unread messages, r…
|
C 65 5⁄4 | ||||||||
| 10334 |
Provides access to real-time stock prices, financial statements, news, and opti…
|
C 65 5⁄5 | ||||||||
| 10335 |
Enables AI assistants to search and access arXiv research papers through a simp…
|
C 65 5⁄5 | ||||||||
| 10336 |
An MCP server that provides AI assistants with persistent, semantic memory usin…
|
C 65 5⁄5 | ||||||||
| 10337 |
A mem0-like memory system for GitHub Copilot that provides persistent knowledge…
|
C 65 5⁄4 | ||||||||
| 10338 |
A Model Context Protocol server that exposes over 200+ APIs from API.market as …
|
C 65 5⁄5 | ||||||||
| 10339 |
Provides comprehensive security analysis tools for querying the VirusTotal API,…
|
C 65 5⁄5 | ||||||||
| 10340 |
Provide up-to-date and historical Formula 1 race schedules for any specified ye…
|
C 65 5⁄4 | ||||||||
| 10341 |
MCP Server for the GitHub API, providing features for file operations, reposito…
|
C 65 5⁄5 | ||||||||
| 10342 |
Allows users to search and browse torrents on rutracker.org, retrieving detaile…
|
C 65 5⁄4 | ||||||||
| 10343 |
A FastMCP server that enables browser automation through natural language comma…
|
C 65 5⁄5 | ||||||||
| 10344 |
Model Context Protocol server for Kylas CRM lead operations, enabling lead crea…
|
C 65 5⁄4 | ||||||||
| 10345 |
Provides AI assistants with comprehensive Ant Design component documentation, e…
|
C 65 5⁄4 | ||||||||
| 10346 |
Travel Agent MCP Server
Claim
Provides tools to fetch up-to-date visa and immigration information for various…
|
C 65 5⁄5 | ||||||||
| 10347 |
Enables AI-powered image analysis using OpenAI's Vision API and image generatio…
|
C 65 5⁄5 | ||||||||
| 10348 |
Enables text-to-speech synthesis using VOICEVOX Web API with customizable speak…
|
C 65 5⁄4 | ||||||||
| 10349 |
An MCP server that enables discovery and interaction with multiple OpenCode ins…
|
C 65 5⁄5 | ||||||||
| 10350 |
Enables structured, step-by-step problem-solving with dynamic revision and bran…
|
C 65 5⁄5 | ||||||||