Docker Agent

Docker Agent is an artificial intelligence agent builder and runtime that runs as a Docker CLI plugin.

Docker Agent is a tool that allows users to create and run intelligent AI agents that collaborate to solve complex problems without writing code. It operates as a Docker command line interface plugin that reads declarative YAML configurations to define agents, assign tools, and manage multi-agent architectures. Users can connect various AI providers such as OpenAI, Anthropic, Gemini, AWS Bedrock, Mistral, xAI, and Docker Model Runner. The tool includes built-in reasoning tools like think, todo, and memory, as well as pluggable retrieval augmented generation with BM25, embeddings, hybrid search, and reranking. Agents can be packaged and shared by pushing them to any Open Container Initiative registry.

Docker Agent at a glance

Best for: Software engineer
Runs on: CLI, macOS, Windows, Linux
Pricing: Free
Released: September 2025
Category: AI agent tool
Website: github.com/docker/docker-agent

Key features

Multi-agent architecture for team collaboration
Rich tool ecosystem with Model Context Protocol support
AI provider agnostic model integration
Declarative YAML configuration files
Advanced reasoning tools including think and memory
Pluggable RAG with hybrid search and reranking
Package and share agents via OCI registries

Use it for

Create teams of specialized AI agents
Run multi-agent workflows locally
Share AI agents using OCI registries

Alternatives to Docker Agent

AgentDock — It coordinates multi-device workflows and provides secure environment access.
AgentFlux — Plans workflows from descriptions and runs locally in Docker.
XAgent — General LLM agent with a GUI, CLI and a Docker sandbox
Agenta — Build and automate AI agents that run on your own infrastructure or the cloud.
NanoClaw — Runs in isolated Docker containers with credential protection via OneCLI.
Agent Zero — It provides a transparent, controllable environment for autonomous AI agents.
Clai — Query twelve models and local Ollama directly from your terminal using unix pipes.
OpenBot — Runs entirely on your own infrastructure with strict document permissions and custom.
Adyen — Share AI agent resources across coding tools and repositories easily.
MyAgent — It features built-in permission controls, long-term memory, and skill self-evolution.
Xiryn — Runs locally in Docker containers while keeping all data private on the user disk.
Agent Executor — Declarative runtime for scaling stateful agent workloads with isolation.

All Docker Agent alternatives