Production-tested AI agent skills, Model Context Protocol (MCP) server blueprints, multi-agent swarms, and autonomous automation pipelines built and open-sourced from Junagadh, Gujarat, India.
Open-Source AI Skills & Architecture Library
RAG-Anything Local RAG — No OpenAI Needed
RAG-Anything (+2,622/week, HKUDS) — all-in-one local RAG with BGE + Chroma/FAISS + Ollama. Zero OpenAI, fully offline retrieval.
OpenClaw Personal AI Assistant & ClawHub Skill Registry
OpenClaw (~362k stars, MIT) — self-hosted personal AI for WhatsApp/Telegram/Slack with 5,700 ClawHub skills. Sovereign multi-channel agent reference.
Pydantic-AI Type-Safe Agent Framework
Type-safe LLM agents with Pydantic validation, dependency injection, and tool retry — replaces stringly-typed prompts with schemas.
LangGraph State Machine — Cyclic Agent Workflows
Build cyclic, stateful agent graphs with LangGraph: supervisor -> researcher -> coder -> auditor loops with checkpointing.
CrewAI Swarm Orchestrator — Role-Based Agent Teams
Role, goal, backstory agents collaborating via CrewAI. Best for content pipelines and research swarms with 2.88 agents/business avg.