LLM-Agents-MCP-playground

This repo covers LLM, Agents, MCP Tools, Skills concepts both theoretically and practically:

• LLM Architectures, RAG, Fine Tuning, Agents, Tools, MCP, Agent Frameworks, Reference Documents.
• Agent Sample Codes with LangChain & LangGraph (> v1.0.0, prod. version).
• Agent Sample Codes with AWS Strands Agents.
• Agent Sample Codes with Google Agent Development Kit (ADK).

• Sample-00: Basic Agent
• Sample-01: Agent With Static Tools
• Sample-02: Agent With Tools Structured Output
• Sample-03: Agent Short Term Memory
• Sample-04: Agent Messages
• Sample-05: Agent PII Middleware Guardrail
• Sample-06: Agent Subagents as Tool
• Sample-07: Agent Skills
• Sample-08: LangGraph Multi Agents Sequential Pattern
• [Sample-09: LangGraph Multi Agents Generator Evaluator Pattern](https://github.com/omerbsezer/Fast-LLM-Agent-MCP/tree/main/agents/langc