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Mcphubs

MCPHubs is a website built on Next.js to showcase open - source projects related to Anthropic's Model Context Protocol (MCP). It obtains project information through the GitHub API and uses Google Gemini Pro model for AI analysis to evaluate the relevance of projects to MCP, providing project list, detail display, and README rendering functions.
2 points
9

What is MCPHubs?

MCPHubs is a website platform dedicated to showcasing projects related to Anthropic's Model Context Protocol (MCP). It automatically retrieves projects from GitHub, analyzes project content using AI, and intuitively displays open - source projects and tools related to MCP.

How to use MCPHubs?

Users can view all MCP - related projects by browsing the project list. Click on a single project to view detailed information, including the project description, AI - analyzed relevance assessment, and README content. Developers can also submit their own projects.

Use Cases

Suitable for AI developers looking for MCP - related tools and libraries, researchers to understand the MCP ecosystem, and project authors to showcase their MCP - related works.

Main Features

GitHub Project RetrievalAutomatically retrieve open - source projects related to MCP from GitHub to keep the data up - to - date.
AI Relevance AnalysisUse Google Vertex AI's Gemini Pro model to analyze project content and evaluate its relevance to the MCP protocol.
Responsive User InterfaceA modern interface that adapts to various device sizes, providing a good browsing experience.
Intelligent Proxy ConfigurationAutomatically enable API proxy in the development environment to solve CORS issues, and directly call the API in the production environment.

Advantages and Limitations

Advantages
View all relevant projects in the MCP ecosystem in one place
AI - driven intelligent analysis helps identify truly relevant projects
Developer - friendly interface and API integration
Automated project update and retrieval mechanism
Limitations
Depends on the GitHub API, which may be subject to rate limits
AI analysis results may have some subjectivity
A Google Cloud account is required to use the full AI analysis functionality

How to Use

Browse the Project List
Visit the homepage to view the list of all MCP - related projects, which can be sorted by popularity, update date, etc.
View Project Details
Click on a project of interest to view detailed information, including AI analysis results and README content.
Submit Your Own Project
Submit your MCP - related project via GitHub and wait for the system to automatically retrieve and analyze it.

Usage Examples

Find MCP Implementation LibrariesDevelopers need to find client libraries that implement the Model Context Protocol.
Evaluate Project RelevanceResearchers want to understand the actual degree of association between a project and MCP.

Frequently Asked Questions

Is MCPHubs open - source?
How to ensure the accuracy of project retrieval?
Is there a fee for using it?
Why isn't my project displayed?

Related Resources

Model Context Protocol Official Documentation
Anthropic's official MCP protocol documentation
MCPHubs GitHub Repository
Project source code and contribution guidelines
Google Vertex AI Documentation
Documentation for the AI analysis service used
Next.js Official Documentation
Documentation for the website building framework
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
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