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Compose for Agents Demos

Prerequisites

  • Docker Desktop 4.43.0+ or Docker Engine installed
  • A laptop or workstation with a GPU (e.g., a MacBook) for running open models locally. If you don't have a GPU, you can alternatively use Docker Offload.
  • If you're using Docker Engine on Linux or Docker Desktop on Windows, ensure that the Docker Model Runner requirements are met (specifically that GPU support is enabled) and the necessary drivers are installed

Demos

Each of these demos is self-contained and can be run either locally or using a cloud context. They are all configured using two steps.

  1. change directory to the root of the demo project
  2. create a .mcp.env file from the mcp.env.example file (if it exists, otherwise the demo doesn't need any secrets) and supply the required MCP tokens
  3. run docker compose up --build
Demo Models MCPs project compose
Agno agent that summarizes GitHub issues deepseek(local), qwen3(local), o3(openai) github-official, notion, fetch ./agno compose.yaml
Vercel AI-SDK Chat-UI for mixing MCPs and Model llama3.2(local), qwen3(local) wikipedia-mcp, brave, resend(email) ./vercel compose.yaml
CrewAI Marketing Strategy Agent qwen3(local) duckduckgo ./crew-ai compose.yaml
ADK academic_research agent gemma3-qat(local) duckduckgo ./adk compose.yaml
LangGraph SQL Agent qwen3(local) postgres ./langgraph compose.yaml
Embabel Travel Agent qwen3, Claude3.7, llama3.2, jimclark106/all-minilm:23M-F16 brave, github-official, wikipedia-mcp, weather, google-maps, airbnb ./embabel compose.yaml and compose.dmr.yaml
Spring AI Brace Search none brave ./spring-ai compose.yaml

About

Build and run AI agents using Docker Compose. A collection of ready-to-use examples for orchestrating open-source LLMs, tools, and agent runtimes.

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Apache-2.0, MIT licenses found

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Apache-2.0
LICENSE.APACHE-2
MIT
LICENSE.MIT

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