Agentic starter kits

A2A LangGraph ↔ CrewAI

a2a

A2A demo — CrewAI specialist and LangGraph orchestrator (one Dockerfile; two tags / image refs for deploy).

AutoGen Agent (MCP)

autogen

AutoGen-based agent with MCP tools over SSE. Connects to an MCP server, loads tools dynamically, and answers user questions via an OpenAI-compatible API.

Claude Code

claude-code

Anthropic's Claude Code CLI for AI-powered code generation, editing, and debugging tasks.

CrewAI WebSearch Agent

crewai

Web search agent built with CrewAI using a ReAct-style crew with a web search tool to answer user questions.

Google ADK Agent

google-adk

General-purpose agent using Google ADK 2.0 with LiteLLM to route inference through an OGX-compatible endpoint.

Langflow Simple Tool Calling Agent

langflow

Tool-calling agent built with Langflow's visual flow builder. Calls external APIs as tools and reasons over results.

LangGraph Agentic RAG Agent

langgraph

RAG agent that indexes documents in a vector store (Milvus) and retrieves relevant chunks to augment the LLM's answers.

LangGraph CI Failure Summarizer

langgraph

Lightweight daily QG4 CI failure summarizer with PostgreSQL-backed incident persistence and Slack posting.

LangGraph Guardrailed Agent

langgraph

Banking customer service agent with NeMo Guardrails safety layer. Demonstrates content safety, topical guardrails, and regex filtering using the proxy pattern.

LangGraph Human-in-the-Loop Agent

langgraph

LangGraph agent with human approval workflow that pauses for review before executing sensitive tools.

LangGraph ReAct Agent

langgraph

General-purpose ReAct agent built with LangGraph using a reason-and-act loop with external tools.

LangGraph ReAct Agent with Database Memory

langgraph

ReAct agent with PostgreSQL-based conversation memory for persistent, thread-based chat history.

LlamaIndex WebSearch Agent

llamaindex

Agent built on LlamaIndex that uses a web search tool to query the internet and augment answers.

OpenAI Responses Agent

vanilla_python

Minimal agent with no framework: only the OpenAI Python client and an Action/Observation loop with tools.

OpenClaw

openclaw

Open-source AI assistant based on OpenClaw with gateway-based model routing. Supports multiple channels, though none are configured in this recipe.

OpenCode

opencode

AI-powered terminal-based coding agent built on OpenCode for code generation, editing, and debugging tasks.