G

Github Agentic Chat MCP

A GitHub intelligent chat MCP server based on the Go language, providing natural language interaction with GitHub functions and vector search capabilities
2 points
11

What is the GitHub Agentic Chat MCP Server?

This is an intelligent conversational server based on the Model Context Protocol (MCP) that allows users to interact with the GitHub platform through natural language commands. It integrates the GitHub API and vector search functions, making technical tasks simpler and more intuitive.

How to use GitHub Agentic Chat?

After connecting to the server through an MCP-compatible client such as Claude Desktop, you can query GitHub information, create issues, or search for technical documents in natural language. The server will understand your intention and perform the corresponding operations.

Use Cases

Suitable for scenarios such as developers quickly querying GitHub information, project managers creating issues, and technical document maintainers building knowledge bases. Especially suitable for users who are not familiar with GitHub command-line operations but need to use GitHub frequently.

Main Features

GitHub Repository SearchSearch for repositories on GitHub through natural language queries, supporting filtering conditions such as keywords and languages
Issue CreationCreate an issue in a specified repository by simply describing it in plain language, without the need to manually fill in all fields
Semantic Document SearchAfter uploading technical documents, you can use natural language queries to find relevant content without the need for exact keyword matching

Advantages and Limitations

Advantages
No need to memorize complex GitHub commands; you can operate using natural language
Integrates semantic search functionality, making technical document retrieval more intelligent
Provides a unified interaction experience through clients such as Claude Desktop
Limitations
Requires configuration of API keys such as GitHub Token
Depends on the PostgreSQL database and the pgvector extension
Currently only supports basic GitHub operations; advanced functions are yet to be developed

How to Use

Installation Preparation
Ensure that Go 1.21+ and PostgreSQL (including the pgvector extension) and the Claude Desktop client are installed
Configure Environment Variables
Set the GitHub Token, database connection, and OpenAI API key
Build the Server
Build the server executable file from the source code
Configure Claude Desktop
Edit the client configuration file to add the MCP server path

Usage Examples

Find Machine Learning ProjectsSearch for Python projects related to machine learning on GitHub
Report a BugCreate an issue in the current project to report a problem
Find CI/CD DocumentsFind content related to CI/CD from the uploaded technical documents

Frequently Asked Questions

What permissions are required for the GitHub Token?
Why does the vector search return irrelevant results?
Does it support private repositories?
How to add more GitHub functions?

Related Resources

GitHub API Documentation
Official GitHub REST API reference
pgvector Extension
Vector similarity search extension for PostgreSQL
MCP Protocol Description
Official description of the Model Context Protocol
Installation
Copy the following command to your Client for configuration
{
    "mcpServers": {
        "github-chat": {
            "command": "/absolute/path/to/bin/github-agentic-chat-mcp"
        }
    }
}
Note: Your key is sensitive information, do not share it with anyone.
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