MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6801 |
Control Android devices with AI through MCP, enabling device control, debugging…
|
B 71 5⁄4 | ||||||||
| 6802 |
Provides weather information through MCP tools integrated with a FastAPI backen…
|
B 71 5⁄4 | ||||||||
| 6803 |
An MCP server to inject auto-approve MCP functionality into Claude Desktop
|
B 71 5⁄4 | ||||||||
| 6804 |
Search arXiv by title, author, or keywords to quickly find relevant papers. Ret…
|
B 71 5⁄5 | ||||||||
| 6805 |
MCP Server for Unity3d Game Engine integration for game development
|
B 71 5⁄4 | ||||||||
| 6806 |
An MCP server that enables AI assistants to analyze Solana wallets for empty or…
|
B 71 5⁄5 | ||||||||
| 6807 |
Provides Unix command documentation directly within Claude conversations, allow…
|
B 71 5⁄5 | ||||||||
| 6808 |
An MCP server that enables interaction with Safe (formerly Gnosis Safe) smart c…
|
B 71 5⁄5 | ||||||||
| 6809 |
Analyzes software licenses using Scancode data to help users identify problemat…
|
B 71 5⁄4 | ||||||||
| 6810 |
GoSQLX
Claim
7 SQL tools (validate, format, parse, lint, security scan, metadata extraction,…
|
B 71 6⁄6 | ||||||||
| 6811 |
Free certification prep for the Claude Certified Architect exam by Connectry LA…
|
B 71 5⁄4 | ||||||||
| 6812 |
MCP GCP DevOps
Claim
Enables managing Google Cloud Platform infrastructure through natural language,…
|
B 71 5⁄5 | ||||||||
| 6813 |
kospell
Claim
한글 MCP (글자 수 세기, 맞춤법 오류, 로만화)
Korean lang mcp
|
B 71 5⁄4 | ||||||||
| 6814 |
An MCP server that enables LLMs to interact with the Moodle platform to manage …
|
B 71 5⁄5 | ||||||||
| 6815 |
A unified API server that enables interaction with multiple AI model providers …
|
B 71 5⁄5 | ||||||||
| 6816 |
AI agent payment security - spending limits, whitelists, and human approval.
|
B 71 5⁄4 | ||||||||
| 6817 |
Enables AI assistants to search for files and content across the file system us…
|
B 71 5⁄4 | ||||||||
| 6818 |
A local MCP server that allows AI systems to search and retrieve information fr…
|
B 71 5⁄5 | ||||||||
| 6819 |
Enables Claude Code to send notifications to Discord channels via webhooks when…
|
B 71 5⁄5 | ||||||||
| 6820 |
Firebase Realtime Database
|
B 71 5⁄4 | ||||||||
| 6821 |
An MCP server that enables programmatic access to IETF RFC documents, allowing …
|
B 71 5⁄5 | ||||||||
| 6822 |
A Node.js server that enables video manipulation through natural language reque…
|
B 71 5⁄4 | ||||||||
| 6823 |
A simple server that provides basic mathematical operations (sum and subtractio…
|
B 71 5⁄5 | ||||||||
| 6824 |
An MCP server designed to fetch transcripts for YouTube videos. It enables AI t…
|
B 71 5⁄5 | ||||||||
| 6825 |
A TypeScript-based MCP server that enables users to manage text notes and gener…
|
B 71 5⁄4 | ||||||||
| 6826 |
Facilitates management and optimization of PostgreSQL databases, offering analy…
|
B 71 5⁄5 | ||||||||
| 6827 |
|
B 71 5⁄4 | ||||||||
| 6828 |
Provides structured access to NHL data including teams, players, standings, sch…
|
B 71 5⁄5 | ||||||||
| 6829 |
Enables programmatic control of the mGBA emulator for Game Boy, Game Boy Color,…
|
B 71 5⁄5 | ||||||||
| 6830 |
SQLite MCP Server
Claim
Enables comprehensive SQLite database operations including CRUD operations, sch…
|
B 71 5⁄4 | ||||||||
| 6831 |
Enables AI assistants to execute commands on a Proxmox host via SSH with built-…
|
B 71 5⁄5 | ||||||||
| 6832 |
Provides functionality to fetch web content in various formats, including HTML,…
|
B 71 5⁄5 | ||||||||
| 6833 |
Delphi and Lazarus/FPC MCP server: build/clean pascal projects via MCP tools.
|
B 71 5⁄5 | ||||||||
| 6834 |
A Model Context Protocol server that connects to a payments company's developer…
|
B 71 5⁄4 | ||||||||
| 6835 |
Enables comprehensive email management through IMAP/SMTP protocols with tools f…
|
B 71 5⁄5 | ||||||||
| 6836 |
Enables consulting oracle AI models (Codex or Claude) for expert reasoning and …
|
B 71 5⁄4 | ||||||||
| 6837 |
Exposes a text-to-speech announcement tool for the CastleCall home PA system on…
|
B 71 5⁄5 | ||||||||
| 6838 |
A session-based MCP server that provides advanced browser automation capabiliti…
|
B 71 5⁄5 | ||||||||
| 6839 |
MCP server implementation for Keycloak user management. Enables AI-powered admi…
|
B 71 5⁄5 | ||||||||
| 6840 |
A web-based GUI tool for managing Model Context Protocol (MCP) servers in Claud…
|
B 71 5⁄4 | ||||||||
| 6841 |
Enables comprehensive management of Anki decks and notes through the Model Cont…
|
B 71 5⁄4 | ||||||||
| 6842 |
mcp-gopls
Claim
Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, …
|
B 71 5⁄5 | ||||||||
| 6843 |
Enables reading, searching, and sending iMessages on macOS by accessing the loc…
|
B 71 4⁄4 | ||||||||
| 6844 |
A Model Context Protocol server that enables language models to interact with n…
|
B 71 5⁄5 | ||||||||
| 6845 |
An MCP server that enables natural language interaction with the Lichess chess …
|
B 71 5⁄5 | ||||||||
| 6846 |
Sloot MCP Server
Claim
A TypeScript MCP server implementation using Express.js that provides basic too…
|
B 71 5⁄5 | ||||||||
| 6847 |
flomo-mcp
Claim
A simple notes system that allows creating, storing, and accessing text notes t…
|
B 71 5⁄4 | ||||||||
| 6848 |
MCP App Workers Template
Claim
A production-ready template for building MCP servers on Cloudflare Workers that…
|
B 71 5⁄5 | ||||||||
| 6849 |
A Model Context Protocol server that provides Claude access to Turso-hosted Lib…
|
B 71 5⁄5 | ||||||||
| 6850 |
A Model Context Protocol server that provides comprehensive domain analysis cap…
|
B 71 5⁄5 | ||||||||