mcp-github-trending MCP Server

mcp-github-trending MCP Server

By hetaoBackend GitHub

MCP server for getting github trending repos & developers

mcp-github-trending github-api
Overview

MCP GitHub Trending is a server that provides access to GitHub's trending repositories and developers data through a simple API interface.

To use MCP GitHub Trending, install the package via pip and access the API endpoints to retrieve trending repositories and developers based on various filters.

  • Access to trending repositories and developers data from GitHub.
  • Filtering options by programming language, time period (daily, weekly, monthly), and spoken language.
  • Returns well-formatted JSON responses for easy integration.
  1. Analyzing popular repositories in specific programming languages.
  2. Identifying trending developers in the software community.
  3. Researching technology trends based on GitHub activity.
  • What programming languages can I filter by?

You can filter by any programming language supported by GitHub, such as Python, JavaScript, etc.

  • How do I install MCP GitHub Trending?

You can install it using the command: pip install mcp-github-trending.

  • Is there a way to filter by time period?

Yes, you can filter the trending data by daily, weekly, or monthly time periods.

Content

mcp-github-trending MCP Server

A MCP server that provides access to GitHub trending repositories and developers data through a simple API interface.

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Features

  • Access GitHub trending repositories and developers data
  • Filter by programming language
  • Filter by time period (daily, weekly, monthly)
  • Filter by spoken language
  • Returns well-formatted JSON responses

Tools

The server implements the following tools:

Gets trending repositories from GitHub with the following parameters:

  • language (optional): Programming language to filter repositories by (e.g. "python", "javascript")
  • since (optional): Time period to filter repositories by ("daily", "weekly", "monthly"). Defaults to "daily"
  • spoken_language (optional): Spoken language to filter repositories by

Example response:

[
  {
    "name": "repository-name",
    "fullname": "owner/repository-name",
    "url": "https://github.com/owner/repository-name",
    "description": "Repository description",
    "language": "Python",
    "stars": 1000,
    "forks": 100,
    "current_period_stars": 50
  }
]

Gets trending developers from GitHub with the following parameters:

  • language (optional): Programming language to filter by (e.g. "python", "javascript")
  • since (optional): Time period to filter by ("daily", "weekly", "monthly"). Defaults to "daily"

Example response:

[
  {
    "username": "developer",
    "name": "Developer Name",
    "url": "https://github.com/developer",
    "avatar": "https://avatars.githubusercontent.com/u/123456",
    "repo": {
      "name": "repository-name",
      "description": "Repository description",
      "url": "https://github.com/developer/repository-name"
    }
  }
]

Installation

Prerequisites

  • Python 3.12

Install Steps

Install the package:

pip install mcp-github-trending

Claude Desktop Configuration

On MacOS:

~/Library/Application\ Support/Claude/claude_desktop_config.json

On Windows:

%APPDATA%/Claude/claude_desktop_config.json
Development/Unpublished Servers Configuration 
{
  "mcpServers": {
    "mcp-github-trending": {
      "command": "uv",
      "args": [
        "--directory",
        "/path/to/mcp-github-trending",
        "run",
        "mcp-github-trending"
      ]
    }
  }
}
Published Servers Configuration 
{
  "mcpServers": {
    "mcp-github-trending": {
      "command": "uvx",
      "args": [
        "mcp-github-trending"
      ]
    }
  }
}

Development

Building and Publishing

  1. Sync dependencies and update lockfile:
uv sync
  1. Build package distributions:
uv build
  1. Publish to PyPI:
uv publish

Note: Set PyPI credentials via environment variables or command flags:

  • Token: --token or UV_PUBLISH_TOKEN
  • Username/password: --username/UV_PUBLISH_USERNAME and --password/UV_PUBLISH_PASSWORD

Debugging

For the best debugging experience, use the MCP Inspector.

Launch the MCP Inspector via npm:

npx @modelcontextprotocol/inspector uv --directory /path/to/mcp-github-trending run mcp-github-trending

The Inspector will display a URL that you can access in your browser to begin debugging.

License

This project is licensed under the MIT License - see the LICENSE file for details.

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