Conclusion

Congratulations! 🎉 You’ve successfully built a Pull Request Agent that automatically enhances Hugging Face model repositories through intelligent tagging using MCP (Model Context Protocol).

The patterns you’ve learned - webhook processing, MCP tool integration, agent orchestration, and production deployment - are foundational skills for agent and MCP building. These techniques are applicable far beyond model tagging and represent a powerful approach to building intelligent systems that augment human capabilities.

What we’ve built

Throughout this unit, you created a complete automation system with four key components:

Next Steps

Continue Learning

Build More Agents

Share Your Work

Scale Your Impact

Consider documenting your experience and sharing it with the community! Your journey from learning MCP to building a production agent will help others explore AI automation.

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