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Six GitHub Repositories Guide AI Developers from Agent Learning to Production Deployment

  • AI Agents
  • Open Source
  • Software Dev & Coding

GitHub's curated agent repositories are accelerating how developers transition from building experimental AI agents to deploying them at scale. The developer community has identified six repositories—chiefly *awesome-llm-apps* (100+ ready-to-run agents and RAG systems) and *awesome-mcp-servers* (a directory of Model Context Protocol servers)—that together form a reference architecture for bridging the gap between prototyping and production workflows.

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