knowledgeops-agent by however-yir

Spring AI agent engineering project with Java, MCP, RAG, tool calling, multimodal workflows, and UI prototypes. Maintained by however-yir on GitHub, where it has earned 44 stars from the community.

Samples showing architectural patterns for Modular RAG using Spring AI and Ollama. Maintained by ThomasVitale on GitHub, where it has earned 71 stars from the community.

Give AI agents a safe, self-hosted OWASP ZAP operator for guided web security scans, findings, reports, and production guardrails. Maintained by dtkmn on GitHub, where it has earned 63 stars from the community.