MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 24701 |
An MCP server that installs other MCP servers for you.
|
D 48 4⁄3 | ||||||||
| 24702 |
Enables interaction with Google Calendar through the Google Calendar API. Suppo…
|
D 48 4⁄4 | ||||||||
| 24703 |
|
D 48 3⁄3 | ||||||||
| 24704 |
A beginner-friendly MCP-inspired JSON-RPC server built with Node.js, offering b…
|
D 48 4⁄4 | ||||||||
| 24705 |
Enables interaction with tool data stored in Google Drive Excel files through c…
|
D 48 4⁄4 | ||||||||
| 24706 |
A Model Context Protocol server that provides a comprehensive interface to Alte…
|
D 48 4⁄4 | ||||||||
| 24707 |
An MCP server that enables persistent memory, structured thinking sessions, and…
|
D 48 3⁄3 | ||||||||
| 24708 |
Enables AI-powered DeFi operations across Ethereum, Polygon, and Solana with au…
|
D 48 4⁄4 | ||||||||
| 24709 |
Enables AI agent and task management using the CrewAI framework, allowing users…
|
D 48 4⁄4 | ||||||||
| 24710 |
Provides programmatic access to variational optical-flow motion correction for …
|
D 48 4⁄3 | ||||||||
| 24711 |
Enables molecular visualization and analysis from SMILES strings using multiple…
|
D 47 4⁄4 | ||||||||
| 24712 |
A multi-agent orchestrator that enables multiple AI agents to share a single Ch…
|
D 47 4⁄3 | ||||||||
| 24713 |
An MCP server that integrates with the AlphaVantage financial data API, providi…
|
D 47 4⁄4 | ||||||||
| 24714 |
Provides a Model Context Protocol interface to the Sponge wallet API for managi…
|
D 47 4⁄4 | ||||||||
| 24715 |
An MCP server for Claude Code that enables the creation and manipulation of pro…
|
D 47 4⁄4 | ||||||||
| 24716 |
docsite
Claim
|
D 47 4⁄3 | ||||||||
| 24717 |
A production-ready server that provides Wikipedia search and content retrieval …
|
D 47 4⁄4 | ||||||||
| 24718 |
MySQL MCP Server
Claim
An executable MySQL server implementation that facilitates database connections…
|
D 47 4⁄3 | ||||||||
| 24719 |
A secure SSH server implementation for Model Context Protocol that enables remo…
|
D 47 4⁄4 | ||||||||
| 24720 |
Manage Reddit advertising end to end across accounts, funding methods, campaign…
|
D 47 5⁄5 | ||||||||
| 24721 |
# TextForge — Human Approval for AI Email
<img src="https://raw.githubusercont…
|
D 47 4⁄4 | ||||||||
| 24722 |
Provides dynamic access to 400+ Meraki Dashboard API endpoints with intelligent…
|
D 47 4⁄4 | ||||||||
| 24723 |
A Model Context Protocol server that provides tools for connecting to and inter…
|
D 47 4⁄4 | ||||||||
| 24724 |
Send notifications across 23 channels with 36 AI-ready tools. One API, zero boi…
|
D 47 4⁄3 | ||||||||
| 24725 |
A Model Context Protocol server that provides natural language access to Cortex…
|
D 47 4⁄4 | ||||||||
| 24726 |
An MCP server for Godot game development that provides 45 tools for reading, an…
|
D 47 4⁄3 | ||||||||
| 24727 |
Enables AI-powered insurance marketing campaign management with audience target…
|
D 47 4⁄4 | ||||||||
| 24728 |
Native MCP Overview
RongCloud Native MCP is a lightweight RongCloud IM service…
|
D 47 4⁄4 | ||||||||
| 24729 |
MCP server for IBM Maximo, by Maxis Technology — assets, work orders, inventory…
|
D 47 3⁄3 | ||||||||
| 24730 |
A lightweight MCP server that enables agents to interface with Cloudflare's RES…
|
D 47 4⁄4 | ||||||||
| 24731 |
Enables querying food nutritional information, discovering recipes by ingredien…
|
D 47 4⁄3 | ||||||||
| 24732 |
An MCP server that provides current weather conditions and hourly forecasts for…
|
D 47 4⁄4 | ||||||||
| 24733 |
Captures and provides access to React Native console logs from Metro bundler, e…
|
D 47 4⁄3 | ||||||||
| 24734 |
An MCP server that provides seamless interaction with Azure DevOps Git reposito…
|
D 47 4⁄4 | ||||||||
| 24735 |
Converts REST APIs into MCP tools using Gradio, demonstrated with a local IBM G…
|
D 47 4⁄3 | ||||||||
| 24736 |
Bug Detector
Claim
Analyzes code for bugs, security vulnerabilities, and code smells
|
D 47 3⁄3 | ||||||||
| 24737 |
mcp-smithery-agent-app
Claim
|
D 47 3⁄3 | ||||||||
| 24738 |
A demonstration project that uses Cloudflare Workers MCP to create custom AI to…
|
D 47 4⁄4 | ||||||||
| 24739 |
Enables natural language management of Minecraft Bedrock Edition servers throug…
|
D 47 4⁄4 | ||||||||
| 24740 |
Perplexity MCP Server
Claim
An Apify Actor implementing the Model Context Protocol for Perplexity API, enab…
|
D 47 4⁄4 | ||||||||
| 24741 |
mcp-smithery-agent-app
Claim
|
D 47 3⁄3 | ||||||||
| 24742 |
A Model Context Protocol server that enables LLMs to interact with VS Code's Si…
|
D 47 4⁄3 | ||||||||
| 24743 |
A Model Context Protocol server focused on China's A-share stock market that pr…
|
D 47 4⁄4 | ||||||||
| 24744 |
MCP Server
Claim
A Dify endpoint plugin that converts a Dify app into a MCP server, allowing com…
|
D 47 4⁄4 | ||||||||
| 24745 |
A Model Context Protocol server that allows AI assistants to interact with Tekm…
|
D 47 4⁄4 | ||||||||
| 24746 |
MCP Hospital Assistant
Claim
An intelligent hospital appointment management system that allows users to add …
|
D 47 4⁄4 | ||||||||
| 24747 |
A personal AI coding assistant that connects to various development environment…
|
D 47 4⁄3 | ||||||||
| 24748 |
Enables AI-powered resume scoring and feedback through secure Google OAuth auth…
|
D 47 4⁄4 | ||||||||
| 24749 |
archive35-photography
Claim
Search and license C2PA verified fine art photography. 1,109 images, 55 countri…
|
D 47 3⁄3 | ||||||||
| 24750 |
Provides real-time and historical cryptocurrency market data from major exchang…
|
D 47 4⁄4 | ||||||||