omerbsezer/Fast-LLM-Agent-MCP
This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit, Fundamentals.
Provides 10+ production-ready sample agents across LangChain/LangGraph (v1.0+), AWS Strands, and Google ADK, demonstrating multi-agent patterns (sequential, parallel, router, hierarchy) and MCP tool integration. Covers the full agent development stack including memory management, structured outputs, PII guardrails, subagent composition, and both local and remote MCP connections. Includes reference implementations with Streamlit UI, FastAPI backends, and cross-model support via LiteLLM (Bedrock, Ollama).
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Language
Python
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Last pushed
Mar 09, 2026
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