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 | ||||||||||
| 24751 |
component-analyzer
Claim
Discover and map React components across your codebase to clarify architecture.…
|
D 47 4⁄3 | ||||||||
| 24752 |
MCP server for interacting with NetBox API.
|
D 47 4⁄4 | ||||||||
| 24753 |
A secure interface that enables language models to execute shell commands on th…
|
D 47 4⁄3 | ||||||||
| 24754 |
A Model Context Protocol server focused on China's A-share stock market that pr…
|
D 47 4⁄4 | ||||||||
| 24755 |
MySQL MCP Server
Claim
An executable MySQL server implementation that facilitates database connections…
|
D 47 4⁄3 | ||||||||
| 24756 |
Enables querying food nutritional information, discovering recipes by ingredien…
|
D 47 4⁄3 | ||||||||
| 24757 |
mcp-smithery-agent-app
Claim
|
D 47 3⁄3 | ||||||||
| 24758 |
A Model Context Protocol server that provides tools for connecting to and inter…
|
D 47 4⁄4 | ||||||||
| 24759 |
A personal AI coding assistant that connects to various development environment…
|
D 47 4⁄3 | ||||||||
| 24760 |
MCP Hospital Assistant
Claim
An intelligent hospital appointment management system that allows users to add …
|
D 47 4⁄4 | ||||||||
| 24761 |
Exposes weather forecast APIs as MCP tools, allowing LLMs to retrieve current w…
|
D 47 4⁄4 | ||||||||
| 24762 |
An MCP server that allows users to ping other hosts to check network connectivi…
|
D 47 4⁄4 | ||||||||
| 24763 |
Enables interaction with Notion databases through the Notion API, supporting fu…
|
D 47 4⁄4 | ||||||||
| 24764 |
A secure SSH server implementation for Model Context Protocol that enables remo…
|
D 47 4⁄4 | ||||||||
| 24765 |
Enables AI-powered insurance marketing campaign management with audience target…
|
D 47 4⁄4 | ||||||||
| 24766 |
An MCP server for Godot game development that provides 45 tools for reading, an…
|
D 47 4⁄3 | ||||||||
| 24767 |
Perplexity MCP Server
Claim
An Apify Actor implementing the Model Context Protocol for Perplexity API, enab…
|
D 47 4⁄4 | ||||||||
| 24768 |
Leave Manager
Claim
Track and manage employee leave with instant access to balances and history. Re…
|
D 47 4⁄3 | ||||||||
| 24769 |
Captures and provides access to React Native console logs from Metro bundler, e…
|
D 47 4⁄3 | ||||||||
| 24770 |
A multi-agent orchestrator that enables multiple AI agents to share a single Ch…
|
D 47 4⁄3 | ||||||||
| 24771 |
archive35-photography
Claim
Search and license C2PA verified fine art photography. 1,109 images, 55 countri…
|
D 47 3⁄3 | ||||||||
| 24772 |
Enables AI assistants like Claude to interact with Databricks workspaces throug…
|
D 47 4⁄4 | ||||||||
| 24773 |
Converts REST APIs into MCP tools using Gradio, demonstrated with a local IBM G…
|
D 47 4⁄3 | ||||||||
| 24774 |
ayame-chamber-rules
Claim
|
D 47 3⁄3 | ||||||||
| 24775 |
# TextForge — Human Approval for AI Email
<img src="https://raw.githubusercont…
|
D 47 4⁄4 | ||||||||
| 24776 |
A lightweight MCP server that enables agents to interface with Cloudflare's RES…
|
D 47 4⁄4 | ||||||||
| 24777 |
Connects a RAG application to open-webui using Model Context Protocol (MCP), en…
|
D 46 4⁄3 | ||||||||
| 24778 |
Provides access to JSONPlaceholder's free fake REST API for testing and prototy…
|
D 46 4⁄4 | ||||||||
| 24779 |
MCP server for Harness API integration
|
D 46 4⁄3 | ||||||||
| 24780 |
An MCP server that exposes Adobe Marketo REST API operations as tools for AI as…
|
D 46 4⁄4 | ||||||||
| 24781 |
wikimedia-search-images
Claim
Find relevant images from Wikimedia Commons with direct download links. Quickly…
|
D 46 3⁄3 | ||||||||
| 24782 |
A Model Context Protocol server that provides AI assistants with comprehensive …
|
D 46 4⁄4 | ||||||||
| 24783 |
calculator
Claim
完成从基础四则运算到高等数学、统计、矩阵与数论的各类计算。处理几何求解、金融测算与单位换算等常见需求。加速公式验证、数据分析与工程建模的工作流程。
|
D 46 3⁄3 | ||||||||
| 24784 |
Kube Core MCP
Claim
A Kubernetes command processing service that converts natural language requests…
|
D 46 4⁄4 | ||||||||
| 24785 |
MCP server for GitHub operations
|
D 46 4⁄3 | ||||||||
| 24786 |
An MCP Server that enables interaction with the Entertainment Express API, allo…
|
D 46 4⁄4 | ||||||||
| 24787 |
search-apple-docs
Claim
Discover Apple APIs, frameworks, and symbols fast with comprehensive documentat…
|
D 46 3⁄3 | ||||||||
| 24788 |
A Model Context Protocol (MCP) server that enables Large Language Models to int…
|
D 46 4⁄4 | ||||||||
| 24789 |
chess
Claim
Visualize chess positions instantly from FEN. Copy readable text-based boards i…
|
D 46 3⁄3 | ||||||||
| 24790 |
Corporate LXP MCP
Claim
Enables management of corporate learning and development through employee manag…
|
D 46 4⁄4 | ||||||||
| 24791 |
|
D 46 3⁄3 | ||||||||
| 24792 |
MCP server for ArgoCD GitOps continuous delivery integration
|
D 46 4⁄3 | ||||||||
| 24793 |
Enables AI assistants to interact with Databricks workspaces by hosting secure …
|
D 46 4⁄4 | ||||||||
| 24794 |
Enables automated security detection and compliance auditing for cloud hosts an…
|
D 46 4⁄4 | ||||||||
| 24795 |
Postgres MCP Server
Claim
Enables interaction with PostgreSQL databases through MCP, allowing users to ex…
|
D 46 4⁄4 | ||||||||
| 24796 |
MCP server for Hootsuite API integration
|
D 46 4⁄3 | ||||||||
| 24797 |
First MCP Server
Claim
A TypeScript-based server project with comprehensive development tooling includ…
|
D 46 4⁄3 | ||||||||
| 24798 |
MCP server for Rancher API integration
|
D 46 4⁄3 | ||||||||
| 24799 |
homeassconfig
Claim
|
D 46 3⁄3 | ||||||||
| 24800 |
chinaservices
Claim
|
D 46 3⁄3 | ||||||||