GitHub-Slack Integration Agent

An advanced integration agent that connects GitHub and Slack, providing automated code review notifications and insights. This agent demonstrates cross-platform automation using multiple MCP servers.

Features

• Automated PR reviews posted to Slack
• Detailed code analysis and feedback
• Threaded discussions in Slack
• Integration with both GitHub and Slack MCP servers
• Professional formatting for Slack messages

Requirements

• Python >=3.11
• langchain-mcp-adapters
• langgraph
• uipath-langchain
• Access to GitHub and Slack MCP servers

Configuration

Set the following environment variables in .env:

GITHUB_MCP_SERVER_URL=your_github_mcp_url
SLACK_MCP_SERVER_URL=your_slack_mcp_url
SLACK_CHANNEL_ID=your_channel_id
UIPATH_ACCESS_TOKEN=your_access_token

Usage

The agent automatically:

1. Monitors GitHub pull requests
2. Performs code review analysis
3. Posts formatted messages to Slack
4. Creates threaded discussions for detailed feedback

Message Format

Messages in Slack follow this structure:

🧠 Summary:
Brief explanation of the PR

✅ Pros:
• Code strengths
• Architecture improvements

❌ Issues:
• Specific file and line references
• Detailed problem descriptions

💡 Suggestions:
• Improvement recommendations
• Code examples