MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 1 hour, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24701 |
A Model Context Protocol server that provides a comprehensive interface to Alte…
|
D 48 4⁄4 | ||||||||
| 24702 |
Access comprehensive market data to research stocks, companies, indexes, ETFs, …
|
D 48 5⁄5 | ||||||||
| 24703 |
Business.AI.Demo
Claim
This project demonstrates how to integrate AI capabilities into a typical busin…
|
D 48 4⁄3 | ||||||||
| 24704 |
Enables querying log data stored in SQLite databases through the Model Context …
|
D 48 4⁄3 | ||||||||
| 24705 |
mcp
Claim
|
D 48 3⁄3 | ||||||||
| 24706 |
Enables control of smart lights through MQTT messaging protocol, supporting ope…
|
D 48 4⁄4 | ||||||||
| 24707 |
MCP Orchestration Server
Claim
A master control program that orchestrates intelligent agents with a plug-and-p…
|
D 48 4⁄3 | ||||||||
| 24708 |
cPanel MCP Server
Claim
Provides a unified API gateway for managing cPanel and WHM hosting environments…
|
D 48 4⁄4 | ||||||||
| 24709 |
mcp-launcher
Claim
🐳🧩 Easy to use MCP builder & launcher for all possible MCP servers, just like O…
|
D 48 4⁄3 | ||||||||
| 24710 |
infobus-mcp
Claim
Model Context Protocol server enabling AI assistants to access transit informat…
|
D 48 4⁄3 | ||||||||
| 24711 |
mcp-smithery-agent-app
Claim
|
D 47 3⁄3 | ||||||||
| 24712 |
A Model Context Protocol server that provides natural language access to Cortex…
|
D 47 4⁄4 | ||||||||
| 24713 |
Captures and provides access to React Native console logs from Metro bundler, e…
|
D 47 4⁄3 | ||||||||
| 24714 |
Provides a Model Context Protocol interface to the Sponge wallet API for managi…
|
D 47 4⁄4 | ||||||||
| 24715 |
A secure interface that enables language models to execute shell commands on th…
|
D 47 4⁄3 | ||||||||
| 24716 |
An MCP server that provides seamless interaction with Azure DevOps Git reposito…
|
D 47 4⁄4 | ||||||||
| 24717 |
MySQL MCP Server
Claim
An executable MySQL server implementation that facilitates database connections…
|
D 47 4⁄3 | ||||||||
| 24718 |
mcp-smithery-agent-app
Claim
|
D 47 3⁄3 | ||||||||
| 24719 |
Enables AI-powered insurance marketing campaign management with audience target…
|
D 47 4⁄4 | ||||||||
| 24720 |
An MCP server for Godot game development that provides 45 tools for reading, an…
|
D 47 4⁄3 | ||||||||
| 24721 |
Enables interaction with Notion databases through the Notion API, supporting fu…
|
D 47 4⁄4 | ||||||||
| 24722 |
docsite
Claim
|
D 47 4⁄3 | ||||||||
| 24723 |
A cross-platform shell command execution server that supports Windows, macOS, a…
|
D 47 4⁄3 | ||||||||
| 24724 |
MCP Hospital Assistant
Claim
An intelligent hospital appointment management system that allows users to add …
|
D 47 4⁄4 | ||||||||
| 24725 |
mcp_project
Claim
|
D 47 4⁄3 | ||||||||
| 24726 |
A Model Context Protocol server that allows AI assistants to interact with Tekm…
|
D 47 4⁄4 | ||||||||
| 24727 |
Enables AI assistants like Claude to interact with Databricks workspaces throug…
|
D 47 4⁄4 | ||||||||
| 24728 |
Deploys the Databricks AI Dev Kit MCP server as a Databricks App, exposing over…
|
D 47 4⁄4 | ||||||||
| 24729 |
Xueqiu MCP
Claim
A MCP service based on the Xueqiu (Chinese stock market) API that enables users…
|
D 47 4⁄4 | ||||||||
| 24730 |
Leave Manager
Claim
Track and manage employee leave with instant access to balances and history. Re…
|
D 47 4⁄3 | ||||||||
| 24731 |
archive35-photography
Claim
Search and license C2PA verified fine art photography. 1,109 images, 55 countri…
|
D 47 3⁄3 | ||||||||
| 24732 |
A production-ready server that provides Wikipedia search and content retrieval …
|
D 47 4⁄4 | ||||||||
| 24733 |
A lightweight MCP server that enables agents to interface with Cloudflare's RES…
|
D 47 4⁄4 | ||||||||
| 24734 |
A WebSocket-based Model Control Protocol (MCP) server that processes model requ…
|
D 47 4⁄3 | ||||||||
| 24735 |
Send notifications across 23 channels with 36 AI-ready tools. One API, zero boi…
|
D 47 4⁄3 | ||||||||
| 24736 |
Enables AI assistants like Claude to interact with Databricks workspaces throug…
|
D 47 4⁄4 | ||||||||
| 24737 |
Find skilled tradespeople in Spain — fontaneros, electricistas, pintores, cerra…
|
D 47 3⁄3 | ||||||||
| 24738 |
A Model Context Protocol server that provides tools for connecting to and inter…
|
D 47 4⁄4 | ||||||||
| 24739 |
A secure SSH server implementation for Model Context Protocol that enables remo…
|
D 47 4⁄4 | ||||||||
| 24740 |
Enables natural language management of Minecraft Bedrock Edition servers throug…
|
D 47 4⁄4 | ||||||||
| 24741 |
An MCP server that integrates with the AlphaVantage financial data API, providi…
|
D 47 4⁄4 | ||||||||
| 24742 |
Perplexity MCP Server
Claim
An Apify Actor implementing the Model Context Protocol for Perplexity API, enab…
|
D 47 4⁄4 | ||||||||
| 24743 |
A demonstration project that uses Cloudflare Workers MCP to create custom AI to…
|
D 47 4⁄4 | ||||||||
| 24744 | D 47 3⁄3 | |||||||||
| 24745 |
A Model Context Protocol server that enables LLMs to interact with VS Code's Si…
|
D 47 4⁄3 | ||||||||
| 24746 |
Exposes weather forecast APIs as MCP tools, allowing LLMs to retrieve current w…
|
D 47 4⁄4 | ||||||||
| 24747 |
MCP Server
Claim
A Dify endpoint plugin that converts a Dify app into a MCP server, allowing com…
|
D 47 4⁄4 | ||||||||
| 24748 |
Enables AI-powered resume scoring and feedback through secure Google OAuth auth…
|
D 47 4⁄4 | ||||||||
| 24749 |
# TextForge — Human Approval for AI Email
<img src="https://raw.githubusercont…
|
D 47 4⁄4 | ||||||||
| 24750 |
A note management MCP server that enables users to store, retrieve, and summari…
|
D 47 3⁄3 | ||||||||
