MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 10801 |
A production-ready server featuring over 28 tools for comprehensive GitHub anal…
|
C 64 5⁄5 | ||||||||
| 10802 |
ragmacs-mcp
Claim
Provides LLMs with live introspective access to a running Emacs instance to eva…
|
C 64 5⁄4 | ||||||||
| 10803 |
Enables AI assistants to search and access arXiv papers through a Model Context…
|
C 64 5⁄5 | ||||||||
| 10804 |
An MCP server for the Talon accessibility framework that surfaces logs, configu…
|
C 64 5⁄4 | ||||||||
| 10805 |
Enables interaction with Google Calendar services through the Model Context Pro…
|
C 64 5⁄5 | ||||||||
| 10806 |
An MCP server that provides tools for interacting with Linear issue tracking sy…
|
C 64 5⁄5 | ||||||||
| 10807 |
File Analysis MCP Server
Claim
Provides tools for text file analysis, including metrics like word counts and c…
|
C 64 5⁄4 | ||||||||
| 10808 |
Providing real-time gas price predictions across multiple blockchains, powered …
|
C 64 5⁄5 | ||||||||
| 10809 |
Enables users to get real-time UK bus departure information and validate bus st…
|
C 64 5⁄5 | ||||||||
| 10810 |
Hoofy — AI development companion MCP server. Persistent memory, spec-driven dev…
|
C 64 6⁄4 | ||||||||
| 10811 |
Integrates I Ching divination with AI responses, allowing users to receive guid…
|
C 64 5⁄5 | ||||||||
| 10812 |
Enables seamless interaction with the Katana network for cross-chain bridging, …
|
C 64 5⁄5 | ||||||||
| 10813 |
A lightweight mcp server that tells you exactly what time is it based on your I…
|
C 64 5⁄5 | ||||||||
| 10814 |
An MCP server that converts LaTeX into high-quality PDF documents. It provides …
|
C 64 5⁄4 | ||||||||
| 10815 |
Enables comprehensive AI-powered startup investment risk analysis across 9 cate…
|
C 64 5⁄5 | ||||||||
| 10816 |
Enables lookup of Brazilian addresses by CEP (postal code) using the ViaCEP API…
|
C 64 5⁄5 | ||||||||
| 10817 |
GPT-5 MCP Server
Claim
Enables GPT-5 inference via OpenAI API with configurable reasoning effort, verb…
|
C 64 5⁄5 | ||||||||
| 10818 |
Kali Pentest MCP Server
Claim
Provides secure access to penetration testing tools from Kali Linux including n…
|
C 64 5⁄4 | ||||||||
| 10819 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
C 64 5⁄4 | ||||||||
| 10820 |
Enables AI assistants to interact with Rohlik Group's online grocery delivery s…
|
C 64 6⁄6 | ||||||||
| 10821 |
A Model Context Protocol server that enables AI assistants to interact with Sal…
|
C 64 5⁄4 | ||||||||
| 10822 |
An auto-generated Multi-Agent Conversation Protocol server that enables interac…
|
C 64 5⁄5 | ||||||||
| 10823 |
Enables 3D visualization capabilities through PyVista integration, allowing use…
|
C 64 5⁄4 | ||||||||
| 10824 |
An MCP server leveraging the Rust-based ty type checker to provide AI models wi…
|
C 64 5⁄5 | ||||||||
| 10825 |
An MCP server that enables file transmission, voice message processing, and voi…
|
C 64 5⁄4 | ||||||||
| 10826 |
Provides comprehensive access to WCAG 2.2 accessibility guidelines, including a…
|
C 64 6⁄6 | ||||||||
| 10827 |
This project provides a Model Context Protocol (MCP) server that allows languag…
|
C 64 5⁄5 | ||||||||
| 10828 |
PaperMCP
Claim
An academic paper retrieval server that enables AI assistants to search and fil…
|
C 64 5⁄5 | ||||||||
| 10829 |
Provides access to the QuantPlay trading API for managing broker accounts, trac…
|
C 64 5⁄5 | ||||||||
| 10830 |
A Model Context Protocol server that provides LLMs with access to Georgia Tech'…
|
C 64 5⁄5 | ||||||||
| 10831 |
Enables AI assistants to search and retrieve content from WikiJS knowledge base…
|
C 64 5⁄5 | ||||||||
| 10832 |
An enhanced Model Context Protocol server providing comprehensive integration b…
|
C 64 5⁄5 | ||||||||
| 10833 |
Provides AI agents and LLMs with secure access to the ICON MCP v103 API via Bea…
|
C 64 5⁄5 | ||||||||
| 10834 |
A server monitoring and inspection tool collection that provides remote utiliti…
|
C 64 5⁄5 | ||||||||
| 10835 |
QR Code Generator MCP
Claim
Enables AI-powered generation of styled QR codes with 10 design presets, suppor…
|
C 64 6⁄6 | ||||||||
| 10836 |
Enables any MCP-compatible client to use existing Claude Code agents from .clau…
|
C 64 5⁄4 | ||||||||
| 10837 |
Provides tools for AI agents to interact with the Orange Juice Online Judge API…
|
C 64 5⁄5 | ||||||||
| 10838 |
Provides comprehensive financial data from Yahoo Finance, enabling retrieval of…
|
C 64 5⁄5 | ||||||||
| 10839 |
mcp-get-installed-apps
|
C 64 5⁄4 | ||||||||
| 10840 |
BM25 search + tree navigation over markdown docs for AI agents. No embeddings, …
|
C 64 5⁄4 | ||||||||
| 10841 |
A Model Context Protocol server that enables Claude to perform web research by …
|
C 64 6⁄4 | ||||||||
| 10842 |
A collection of lightweight servers that expose weather and financial capabilit…
|
C 64 5⁄4 | ||||||||
| 10843 |
Enables LLMs to query and analyze logs from SEQ structured logging server with …
|
C 64 6⁄6 | ||||||||
| 10844 |
Enables AI agents to crawl, access, and analyze WeChat Official Account article…
|
C 64 5⁄4 | ||||||||
| 10845 |
A proof-of-concept tool that integrates AI into security operations, allowing u…
|
C 64 5⁄4 | ||||||||
| 10846 |
Analyzes PCAP/PCAPNG network capture files to detect port scanning techniques (…
|
C 64 5⁄4 | ||||||||
| 10847 |
An MCP server for the YApi platform that allows AI assistants to search, create…
|
C 64 5⁄5 | ||||||||
| 10848 |
A template for deploying MCP servers without authentication on Cloudflare Worke…
|
C 64 5⁄5 | ||||||||
| 10849 |
A lightweight MCP server providing comprehensive date, time, and day-of-week in…
|
C 64 5⁄5 | ||||||||
| 10850 |
mcp-community
Claim
Easily run, deploy, and connect to MCP servers
|
C 64 5⁄4 | ||||||||