MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6851 |
An MCP server designed to help AI models refactor Kubernetes configurations by …
|
B 71 5⁄4 | ||||||||
| 6852 |
x402-native API gateway with 20+ capabilities (web-extract, web-search, transla…
|
B 71 5⁄5 | ||||||||
| 6853 |
MCP server that acts as a proxy to the freely available MLB API, which provides…
|
B 71 5⁄4 | ||||||||
| 6854 |
Enables AI assistants to safely query MySQL databases with read-only access, fe…
|
B 71 5⁄5 | ||||||||
| 6855 |
Enables integration with Manus AI to create AI tasks with custom prompts, manag…
|
B 71 5⁄5 | ||||||||
| 6856 |
A free Model Context Protocol server that retrieves global weather data and for…
|
B 71 5⁄5 | ||||||||
| 6857 |
Generates harmonious color schemes for design projects using The Color API, off…
|
B 71 5⁄5 | ||||||||
| 6858 |
MCP Accessibility Audit
Claim
Performs automated web accessibility audits following WCAG standards using axe-…
|
B 71 5⁄4 | ||||||||
| 6859 |
Code Review MCP Server
Claim
Analyzes codebases using Repomix and LLMs to provide structured code reviews wi…
|
B 71 5⁄5 | ||||||||
| 6860 |
An MCP server that scrapes content from web pages, including JavaScript-heavy s…
|
B 71 5⁄4 | ||||||||
| 6861 |
All in one Osint tools
|
B 71 5⁄4 | ||||||||
| 6862 |
Transforms YouTube into a queryable knowledge source with search, video details…
|
B 71 5⁄5 | ||||||||
| 6863 |
Enables interaction with Telegram chat history, including text, photos, and doc…
|
B 71 5⁄4 | ||||||||
| 6864 |
Enables web search capabilities through the Brave Search API, including web sea…
|
B 71 5⁄5 | ||||||||
| 6865 |
Tasks MCP Server
Claim
A task management MCP server that provides tools to create, list, complete, and…
|
B 71 5⁄5 | ||||||||
| 6866 |
Enables browser automation for LLMs on Linux display servers, supporting web in…
|
B 71 5⁄4 | ||||||||
| 6867 |
Provides AI assistants with direct access to Laravel documentation, coding rule…
|
B 71 5⁄4 | ||||||||
| 6868 |
Enables AI agents to generate and manage specialized bug bounty hunting workflo…
|
B 71 5⁄5 | ||||||||
| 6869 |
Enables AI assistants to discover, install, and generate code examples for shad…
|
B 71 5⁄5 | ||||||||
| 6870 |
Enables one-click deployment of static websites and HTML files to IPFS through …
|
B 71 5⁄4 | ||||||||
| 6871 |
Enables playback control of local audio files through a virtual audio output de…
|
B 71 5⁄4 | ||||||||
| 6872 |
A Model Context Protocol server that provides tools for interacting with both R…
|
B 71 5⁄5 | ||||||||
| 6873 |
Enables Large Language Models to retrieve Jewish texts and commentaries from th…
|
B 71 5⁄5 | ||||||||
| 6874 |
Enables LLM assistants to explore Django project structure through read-only re…
|
B 71 5⁄5 | ||||||||
| 6875 |
A central knowledge hub that connects AI tools to a unified 'Master Brain' with…
|
B 71 5⁄5 | ||||||||
| 6876 |
A high-performance server for analyzing GitHub user starred repositories, provi…
|
B 71 5⁄5 | ||||||||
| 6877 |
A BM25-based MCP server that enables document search and retrieval across struc…
|
B 71 5⁄5 | ||||||||
| 6878 |
Full-stack air quality analytics platform built with FastAPI, React, and MySQL.…
|
B 71 5⁄4 | ||||||||
| 6879 |
smriti
Claim
Self-hosted knowledge store and memory layer for AI agents with knowledge graph…
|
B 71 5⁄4 | ||||||||
| 6880 |
A starter template for building Model Context Protocol servers that can integra…
|
B 71 5⁄5 | ||||||||
| 6881 |
A secure, container-based implementation of the Model Context Protocol (MCP) th…
|
B 71 5⁄5 | ||||||||
| 6882 |
Enables AI-powered Java source code vulnerability auditing through function-lev…
|
B 71 5⁄4 | ||||||||
| 6883 |
Gmail MCP Server
Claim
Enables interaction with Gmail through the Gmail API with OAuth2 authentication…
|
B 71 5⁄5 | ||||||||
| 6884 |
Provides access to live NHL game data, player and team statistics, standings, s…
|
B 71 5⁄5 | ||||||||
| 6885 |
SQLite MCP Server
Claim
Enables comprehensive SQLite database operations including CRUD operations, sch…
|
B 71 5⁄4 | ||||||||
| 6886 |
WAF security testing: 5,500+ payloads, 25 WAF fingerprints, 21 recon checks, by…
|
B 71 5⁄4 | ||||||||
| 6887 |
Scrapes and serves India's national vehicle registration database (VAHAN Dashbo…
|
B 71 5⁄5 | ||||||||
| 6888 |
Zerodha Trading Bot
Claim
A Node.js-based trading bot that integrates with the Zerodha platform to provid…
|
B 71 5⁄5 | ||||||||
| 6889 |
Context Memory Updater
Claim
Enables LLM assistants to store, retrieve, and update user-specific context mem…
|
B 71 5⁄5 | ||||||||
| 6890 |
MCP GCP DevOps
Claim
Enables managing Google Cloud Platform infrastructure through natural language,…
|
B 71 5⁄5 | ||||||||
| 6891 |
Enables comprehensive interaction with the GitHub API, including file operation…
|
B 71 5⁄5 | ||||||||
| 6892 |
Simulates a Pokemon battle system by providing tools for managing Pokemon, exec…
|
B 71 5⁄5 | ||||||||
| 6893 |
A Model Context Protocol server that provides AI assistants with secure, read-o…
|
B 71 5⁄5 | ||||||||
| 6894 |
A write-enabled extension for the official Braze MCP server that allows users t…
|
B 71 5⁄5 | ||||||||
| 6895 |
A QR code generation MCP server that converts any text (including Chinese chara…
|
B 71 5⁄4 | ||||||||
| 6896 |
Enables natural language analysis of AWS costs, automated FinOps waste audits, …
|
B 71 5⁄4 | ||||||||
| 6897 |
Real-time semantic security for AI coding agents and MCP tools
|
B 71 5⁄4 | ||||||||
| 6898 |
An MCP server for querying wolfram alpha API.
|
B 71 5⁄5 | ||||||||
| 6899 |
Quake Coding Arena MCP
Claim
Gamifies your development environment with authentic Quake 3 Arena achievement …
|
B 71 5⁄5 | ||||||||
| 6900 |
OpenAPI to MCP Server
Claim
A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger s…
|
B 71 5⁄5 | ||||||||