github-scraping-agent-ai — Gemini Agents | Neura Market
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    github-scraping-agent-ai

    github-scraping-agent-ai

    SoulKyu December 12, 2025
    5 copies 0 downloads

    Project that scape all github repositories, read them, analyse with an AI and return you on a discord webhook project that could interest you.

    Agent Definition
    # GitHub Scraping AI
    
    AI-powered GitHub project discovery. Automatically finds interesting repositories matching your interests and sends daily notifications to Discord.
    
    ## Features
    
    - **Smart Filtering**: Uses LLM to evaluate repositories against your natural language interests
    - **Keyword Search**: Filter GitHub search with custom keywords (OR logic)
    - **Fork Exclusion**: Automatically filters out forked repositories
    - **Multi-Provider Support**: Works with OpenAI, Anthropic (Gemini), or Google (Gemini)
    - **Async & Concurrent**: Fetches READMEs concurrently for faster processing
    - **Daily Discovery**: Fetches top starred repos from the last 24 hours
    - **Discord Notifications**: Rich embeds with repo details and AI reasoning
    - **Rejected Repos Log**: Logs rejected repos with reasons for prompt fine-tuning
    - **Deduplication**: Tracks seen repos to avoid duplicates
    - **Dry Run Mode**: Test without sending to Discord
    
    ## How It Works
    
    ```
    GitHub API → Fetch top 1000 new repos → LLM evaluates each against your prompt → Discord notification
    ```
    
    1. Queries GitHub for repositories created in the last 24h, sorted by stars
    2. Fetches README excerpts for context
    3. Sends each repo + your interests to an LLM for evaluation
    4. Posts matching repos to Discord with the AI's reasoning
    5. Caches seen repos to prevent duplicates
    
    ## Quick Start
    
    ### Prerequisites
    
    - Python 3.13+
    - [uv](https://docs.astral.sh/uv/) package manager
    - API key for one of: OpenAI, Anthropic, or Google
    - GitHub personal access token
    - Discord webhook URL
    
    ### Installation
    
    ```bash
    # Clone the repository
    git clone https://github.com/yourusername/github-scraping-agent-ai.git
    cd github-scraping-agent-ai
    
    # Install dependencies
    uv sync
    ```
    
    ### Configuration
    
    1. **Copy example files:**
       ```bash
       cp config.example.json config.json
       cp prompt.example.md prompt.md
       ```
    
    2. **Edit `config.json`** with your credentials:
       ```json
       {
         "github": {
           "token": "ghp_your_github_token",
           "key

    Tags

    agentagentic-aiclaudegeminigithubopenaipython

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