MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16001 |
Integrates with the ovice Public API to manage virtual office workspaces, group…
|
F 25 5⁄5 | ||||||||
| 16002 |
Hands-on crash course for the Model Context Protocol (MCP) with project-based b…
|
F 25 5⁄4 | ||||||||
| 16003 |
Ed25519-signed consent receipts and programmable policy engine for AI agents. S…
|
F 25 6⁄6 | ||||||||
| 16004 |
Enables interaction with the kChat platform to manage channels, post messages, …
|
F 25 5⁄5 | ||||||||
| 16005 |
An MCP server for PyAutoGUI
|
F 25 5⁄4 | ||||||||
| 16006 |
Enables AI agents to send WhatsApp messages, templates, and retrieve media thro…
|
F 25 5⁄5 | ||||||||
| 16007 |
Automates GitHub issue-to-PR workflows using specialized AI agents (analyst, ar…
|
F 25 5⁄5 | ||||||||
| 16008 |
Provides comprehensive integration with Microsoft Outlook for managing emails, …
|
F 25 5⁄5 | ||||||||
| 16009 |
Links IoT devices to AI large models using the MCP and MQTT protocols, enabling…
|
F 25 5⁄5 | ||||||||
| 16010 |
This repository demonstrates how to use AutoGen to integrate local and remote M…
|
F 25 5⁄5 | ||||||||
| 16011 |
Provides real-time access to İzmir's public transportation data, including bus …
|
F 25 5⁄5 | ||||||||
| 16012 |
A containerized server that enables AI clients to perform automated network pac…
|
F 25 5⁄5 | ||||||||
| 16013 |
Enables interaction with Apple Notes via natural language, supporting note crea…
|
F 25 5⁄4 | ||||||||
| 16014 |
Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client
|
F 25 5⁄4 | ||||||||
| 16015 |
Enables trading automation through Zerodha Kite Connect API, allowing users to …
|
F 25 5⁄5 | ||||||||
| 16016 |
An implementation of Claude Code as a Model Context Protocol server that enable…
|
F 25 5⁄5 | ||||||||
| 16017 |
URL MCP is a proof of concept stateless MCP server builder that allows users to…
|
F 25 5⁄5 | ||||||||
| 16018 |
Enables AI agents and LLMs to interact with the Test MCP Mar19 TRAIA API throug…
|
F 25 5⁄5 | ||||||||
| 16019 |
A simple note storage and management system that allows users to add, access, a…
|
F 25 5⁄4 | ||||||||
| 16020 |
Enables AI assistants to interact with Alibaba Cloud Yunxiao platform for manag…
|
F 25 5⁄5 | ||||||||
| 16021 |
Connects Claude with Spotify, allowing users to control playback, search for mu…
|
F 25 5⁄4 | ||||||||
| 16022 |
A simple demonstration project for the Model Control Protocol (MCP) server that…
|
F 25 5⁄5 | ||||||||
| 16023 |
An MCP server implementation that enables calling iFlytek workflows through the…
|
F 25 5⁄5 | ||||||||
| 16024 |
Publish content to the web by emailing POST@abovo.co. No API key, no signup. SM…
|
F 25 6⁄6 | ||||||||
| 16025 |
A Node.js server that integrates with pytest to facilitate the ModelContextProt…
|
F 25 5⁄4 | ||||||||
| 16026 |
本地 Markdown 到 Word 文档转换工具，支持最新 MCP 协议特性、完整的页眉页脚页码功能、增强的表格功能、数据导入和数学公式支持，修复本地相对路…
|
F 25 5⁄5 | ||||||||
| 16027 |
Identifies biological species, returning Latin names with confidence scores.
|
F 25 5⁄4 | ||||||||
| 16028 |
Connects Figma designs to AI agents, enabling extraction of production-ready co…
|
F 25 6⁄6 | ||||||||
| 16029 |
Official Sevalla MCP — full PaaS API access through just 2 tools.
|
F 25 5⁄5 | ||||||||
| 16030 |
Marketplace where agents are customers
|
F 25 6⁄6 | ||||||||
| 16031 |
Enables capturing screenshots of all connected monitors with automatic JPEG com…
|
F 25 5⁄4 | ||||||||
| 16032 |
14 electronics tools: resistor decoder, capacitor calculator, GPIO reference fo…
|
F 25 5⁄5 | ||||||||
| 16033 |
A modular external attack surface mapping tool integrating tools for automated …
|
F 25 5⁄4 | ||||||||
| 16034 |
MCP server for ByteDance Seedream AI image generation
|
F 25 5⁄5 | ||||||||
| 16035 |
Brings context about device inventory, threats, risks and utilization powered b…
|
F 25 5⁄5 | ||||||||
| 16036 |
A MCP server for using Semgrep to scan code for security vulnerabilities.
|
F 25 5⁄5 | ||||||||
| 16037 |
Crypto risk intelligence: 19 tools for rug pull detection, AI forensics, and to…
|
F 25 5⁄5 | ||||||||
| 16038 |
Scrape, extract structured data, and crawl webpages effortlessly. Enhance your …
|
F 25 5⁄5 | ||||||||
| 16039 |
|
F 25 5⁄4 | ||||||||
| 16040 |
MCP server that captures webpage screenshots, with viewport or full-page option…
|
F 25 5⁄4 | ||||||||
| 16041 |
An MCP server that enables LLMs to generate high-quality SVG charts using matpl…
|
F 25 5⁄5 | ||||||||
| 16042 |
A Model Control Protocol server for integrating with DingTalk, enabling users t…
|
F 25 5⁄5 | ||||||||
| 16043 |
📇 ☁️ Powerfully interact with Kibela API.
|
F 25 5⁄4 | ||||||||
| 16044 |
SupaThings MCP is a macOS server that enables AI agents to read and manage Thin…
|
F 25 5⁄4 | ||||||||
| 16045 |
Let AI tools like Cursor, VS Code, or Claude Desktop answer questions using you…
|
F 25 5⁄5 | ||||||||
| 16046 |
A secure Model Context Protocol server that provides controlled filesystem acce…
|
F 25 5⁄5 | ||||||||
| 16047 |
Unofficial MCP server for Siigo Colombian electronic invoicing software that en…
|
F 25 5⁄5 | ||||||||
| 16048 |
Production-ready MCP server providing 13 tools for AI agents: web search, conte…
|
F 25 5⁄5 | ||||||||
| 16049 |
A lightweight bridge server that connects WeChat Reading (WeRead) data with Cla…
|
F 25 5⁄5 | ||||||||
| 16050 |
Provides live optimization analysis and health checks for Microsoft Fabric item…
|
F 25 5⁄5 | ||||||||