MCP Server Quality Scores
Independent quality analysis of 60600 public MCP servers
Last updated 1 hour, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24701 |
WeCom MCP
Claim
Enables AI assistants to interact with Enterprise WeChat (WeCom) using natural …
|
D 48 4⁄3 | ||||||||
| 24702 |
Enables AI agent and task management using the CrewAI framework, allowing users…
|
D 48 4⁄4 | ||||||||
| 24703 |
A beginner-friendly MCP-inspired JSON-RPC server built with Node.js, offering b…
|
D 48 4⁄4 | ||||||||
| 24704 |
SDisk MCP File Manager
Claim
A corporate file management system that enables users to upload and activate fi…
|
D 48 4⁄4 | ||||||||
| 24705 |
Business.AI.Demo
Claim
This project demonstrates how to integrate AI capabilities into a typical busin…
|
D 48 4⁄3 | ||||||||
| 24706 |
Nmap-MCP
Claim
An agent-based network scanning system that uses Nmap for network discovery and…
|
D 48 4⁄3 | ||||||||
| 24707 |
Sectional MCP Panel
Claim
A management service that orchestrates multiple server processes organized into…
|
D 48 4⁄4 | ||||||||
| 24708 |
mcp-launcher
Claim
🐳🧩 Easy to use MCP builder & launcher for all possible MCP servers, just like O…
|
D 48 4⁄3 | ||||||||
| 24709 |
Enables AI-powered DeFi operations across Ethereum, Polygon, and Solana with au…
|
D 48 4⁄4 | ||||||||
| 24710 |
A Model Context Protocol server that provides a comprehensive interface to Alte…
|
D 48 4⁄4 | ||||||||
| 24711 |
A WebSocket-based Model Control Protocol (MCP) server that processes model requ…
|
D 47 4⁄3 | ||||||||
| 24712 |
Enables AI-powered resume scoring and feedback through secure Google OAuth auth…
|
D 47 4⁄4 | ||||||||
| 24713 |
A personal AI coding assistant that connects to various development environment…
|
D 47 4⁄3 | ||||||||
| 24714 |
Leave Manager
Claim
Track and manage employee leave with instant access to balances and history. Re…
|
D 47 4⁄3 | ||||||||
| 24715 |
A secure SSH server implementation for Model Context Protocol that enables remo…
|
D 47 4⁄4 | ||||||||
| 24716 |
component-analyzer
Claim
Discover and map React components across your codebase to clarify architecture.…
|
D 47 4⁄3 | ||||||||
| 24717 |
Enables AI-powered insurance marketing campaign management with audience target…
|
D 47 4⁄4 | ||||||||
| 24718 |
A secure interface that enables language models to execute shell commands on th…
|
D 47 4⁄3 | ||||||||
| 24719 |
A Model Context Protocol server that provides tools for connecting to and inter…
|
D 47 4⁄4 | ||||||||
| 24720 |
A Model Context Protocol server that enables LLMs to interact with web pages th…
|
D 47 4⁄3 | ||||||||
| 24721 |
MCP server for interacting with NetBox API.
|
D 47 4⁄4 | ||||||||
| 24722 |
A Model Context Protocol server focused on China's A-share stock market that pr…
|
D 47 4⁄4 | ||||||||
| 24723 |
MySQL MCP Server
Claim
An executable MySQL server implementation that facilitates database connections…
|
D 47 4⁄3 | ||||||||
| 24724 |
Enables querying food nutritional information, discovering recipes by ingredien…
|
D 47 4⁄3 | ||||||||
| 24725 |
A note management MCP server that enables users to store, retrieve, and summari…
|
D 47 3⁄3 | ||||||||
| 24726 |
An MCP server that provides seamless interaction with Azure DevOps Git reposito…
|
D 47 4⁄4 | ||||||||
| 24727 |
Enables AI agents to manage the end-to-end content pipeline on the Balzac AI pl…
|
D 47 4⁄4 | ||||||||
| 24728 |
Native MCP Overview
RongCloud Native MCP is a lightweight RongCloud IM service…
|
D 47 4⁄4 | ||||||||
| 24729 |
Provides dynamic access to 400+ Meraki Dashboard API endpoints with intelligent…
|
D 47 4⁄4 | ||||||||
| 24730 |
Perplexity MCP Server
Claim
An Apify Actor implementing the Model Context Protocol for Perplexity API, enab…
|
D 47 4⁄4 | ||||||||
| 24731 |
An MCP server for Godot game development that provides 45 tools for reading, an…
|
D 47 4⁄3 | ||||||||
| 24732 |
Exposes weather forecast APIs as MCP tools, allowing LLMs to retrieve current w…
|
D 47 4⁄4 | ||||||||
| 24733 |
mcp-smithery-agent-app
Claim
|
D 47 3⁄3 | ||||||||
| 24734 |
ayame-chamber-rules
Claim
|
D 47 3⁄3 | ||||||||
| 24735 |
Enables AI assistants like Claude to interact with Databricks workspaces throug…
|
D 47 4⁄4 | ||||||||
| 24736 |
A lightweight MCP server that enables agents to interface with Cloudflare's RES…
|
D 47 4⁄4 | ||||||||
| 24737 |
archive35-photography
Claim
Search and license C2PA verified fine art photography. 1,109 images, 55 countri…
|
D 47 3⁄3 | ||||||||
| 24738 |
Enables users to get current weather information for any city through a simple …
|
D 47 4⁄4 | ||||||||
| 24739 |
Converts REST APIs into MCP tools using Gradio, demonstrated with a local IBM G…
|
D 47 4⁄3 | ||||||||
| 24740 |
A Model Context Protocol server that provides natural language access to Cortex…
|
D 47 4⁄4 | ||||||||
| 24741 |
MCP Server
Claim
A Dify endpoint plugin that converts a Dify app into a MCP server, allowing com…
|
D 47 4⁄4 | ||||||||
| 24742 |
docsite
Claim
|
D 47 4⁄3 | ||||||||
| 24743 |
Find skilled tradespeople in Spain — fontaneros, electricistas, pintores, cerra…
|
D 47 3⁄3 | ||||||||
| 24744 |
An MCP server that integrates with the AlphaVantage financial data API, providi…
|
D 47 4⁄4 | ||||||||
| 24745 |
mcp-worker
Claim
A lightweight template for deploying stateless Model Context Protocol (MCP) ser…
|
D 47 4⁄4 | ||||||||
| 24746 |
A demonstration project that uses Cloudflare Workers MCP to create custom AI to…
|
D 47 4⁄4 | ||||||||
| 24747 |
mcp_project
Claim
|
D 47 4⁄3 | ||||||||
| 24748 |
A cross-platform shell command execution server that supports Windows, macOS, a…
|
D 47 4⁄3 | ||||||||
| 24749 |
Provides real-time and historical cryptocurrency market data from major exchang…
|
D 47 4⁄4 | ||||||||
| 24750 |
mcp-smithery-agent-app
Claim
|
D 47 3⁄3 | ||||||||