MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 1 hour, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6601 |
Shogi MCP Server
Claim
Enables AI agents to analyze shogi (Japanese chess) positions and moves by inte…
|
B 71 5⁄4 | ||||||||
| 6602 |
MUI MCP Server
Claim
Provides real-time access to Material-UI component documentation, enabling user…
|
B 71 5⁄5 | ||||||||
| 6603 |
LSP-MCP Bridge
Claim
Universal MCP bridge to LSP servers. One binary, 6 languages, config-driven.
|
B 71 5⁄4 | ||||||||
| 6604 |
A Model Context Protocol server that enables language models to interact with n…
|
B 71 5⁄5 | ||||||||
| 6605 |
Enables LLM assistants to explore Django project structure through read-only re…
|
B 71 5⁄5 | ||||||||
| 6606 |
Provides grocery price and nutritional information search capabilities, allowin…
|
B 71 5⁄5 | ||||||||
| 6607 |
Minesweeper MCP Server
Claim
Provides Minesweeper game functionality through the Model Context Protocol, all…
|
B 71 5⁄5 | ||||||||
| 6608 |
Enables LLMs to control synthesizer parameters in real-time by translating natu…
|
B 71 5⁄4 | ||||||||
| 6609 |
Implements CEDARScript, a SQL-like language for code manipulation.
|
B 71 5⁄5 | ||||||||
| 6610 |
A lightweight server for executing SQL queries and inspecting schemas across mu…
|
B 71 5⁄5 | ||||||||
| 6611 |
Enables AI agents to analyze large codebases and document collections by consul…
|
B 71 5⁄5 | ||||||||
| 6612 |
Provides access to NFTGo's Developer API for retrieving NFT collection details,…
|
B 71 5⁄5 | ||||||||
| 6613 |
phalcon-mcp
|
B 71 5⁄5 | ||||||||
| 6614 |
Enables AI assistants to safely query MySQL databases with read-only access, fe…
|
B 71 5⁄5 | ||||||||
| 6615 |
data-gov-in-mcp
Claim
|
B 71 5⁄4 | ||||||||
| 6616 |
Gives coding agents structured code understanding via tree-sitter with 23 tools…
|
B 71 5⁄4 | ||||||||
| 6617 |
Scrapes and serves India's national vehicle registration database (VAHAN Dashbo…
|
B 71 5⁄5 | ||||||||
| 6618 |
Enables AI assistants to execute commands on a Proxmox host via SSH with built-…
|
B 71 5⁄5 | ||||||||
| 6619 |
Full-stack air quality analytics platform built with FastAPI, React, and MySQL.…
|
B 71 5⁄4 | ||||||||
| 6620 |
A free Model Context Protocol server that retrieves global weather data and for…
|
B 71 5⁄5 | ||||||||
| 6621 |
Enables comprehensive web and news searches via the Google Custom Search API wi…
|
B 71 5⁄5 | ||||||||
| 6622 |
MCP GCP DevOps
Claim
Enables managing Google Cloud Platform infrastructure through natural language,…
|
B 71 5⁄5 | ||||||||
| 6623 |
Enables AI-powered Java source code vulnerability auditing through function-lev…
|
B 71 5⁄4 | ||||||||
| 6624 |
The open Congress.gov MCP server. Provides comprehensive access to the Congress…
|
B 71 5⁄5 | ||||||||
| 6625 |
A Model Context Protocol server that wraps Volcengine's Text-to-Speech API, all…
|
B 71 5⁄5 | ||||||||
| 6626 |
Enables autonomous task execution and direct desktop computer control through B…
|
B 71 5⁄5 | ||||||||
| 6627 |
Model Context Protocol server for Refgrow affiliate program management API
|
B 71 5⁄4 | ||||||||
| 6628 |
Slack MCP Server
Claim
Enables AI agents to interact with Slack workspaces through OAuth authenticatio…
|
B 71 5⁄5 | ||||||||
| 6629 |
USASpending MCP Server
Claim
Enables research of federal contract awards, market opportunities, and competit…
|
B 71 5⁄5 | ||||||||
| 6630 |
Code Review MCP Server
Claim
Analyzes codebases using Repomix and LLMs to provide structured code reviews wi…
|
B 71 5⁄5 | ||||||||
| 6631 |
Transforms YouTube into a queryable knowledge source with search, video details…
|
B 71 5⁄5 | ||||||||
| 6632 |
Provides comprehensive Google Sheets integration for creating, reading, updatin…
|
B 71 5⁄5 | ||||||||
| 6633 |
MCP Server for Binge-watch / MoonTV / LunaTV. 一个用于追剧/追番的MCP服务器,为AI提供搜索影视播放地址的能力…
|
B 71 5⁄5 | ||||||||
| 6634 |
Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.
|
B 71 5⁄4 | ||||||||
| 6635 |
Enables AI assistants to search for files and content across the file system us…
|
B 71 5⁄4 | ||||||||
| 6636 |
Enables playback control of local audio files through a virtual audio output de…
|
B 71 5⁄4 | ||||||||
| 6637 |
All in one Osint tools
|
B 71 5⁄4 | ||||||||
| 6638 |
A Model Context Protocol server that provides AI assistants with secure, read-o…
|
B 71 5⁄5 | ||||||||
| 6639 |
Context Memory Updater
Claim
Enables LLM assistants to store, retrieve, and update user-specific context mem…
|
B 71 5⁄5 | ||||||||
| 6640 |
Enables management of Mistral AI agents through MCP tools including creating, l…
|
B 71 5⁄5 | ||||||||
| 6641 |
A secure MySQL Model Context Protocol server that enables AI agents to interact…
|
B 71 5⁄5 | ||||||||
| 6642 |
A Model Context Protocol server that enables image generation and retrieval fro…
|
B 71 5⁄5 | ||||||||
| 6643 |
A high-performance server for analyzing GitHub user starred repositories, provi…
|
B 71 5⁄5 | ||||||||
| 6644 |
Integrates ProjectDiscovery security tools to perform automated reconnaissance,…
|
B 71 5⁄5 | ||||||||
| 6645 |
Enables AI assistants to manage Gmail through natural language, supporting oper…
|
B 71 5⁄5 | ||||||||
| 6646 |
A starter template for building Model Context Protocol servers that can integra…
|
B 71 5⁄5 | ||||||||
| 6647 |
MCP server for Yuque (语雀) that exposes your knowledge base to AI assistants thr…
|
B 71 5⁄4 | ||||||||
| 6648 |
MCP server that seamlessly interacts with your Google Calendar, Gmail, Drive an…
|
B 71 5⁄5 | ||||||||
| 6649 |
|
B 71 5⁄4 | ||||||||
| 6650 |
A session-based MCP server that provides advanced browser automation capabiliti…
|
B 71 5⁄5 | ||||||||