Strands Agents Python Packages

strands-agents

A model-driven approach to building AI agents in just a few lines of code.

strands-agents-tools

A set of tools that gives agents powerful capabilities.

strands-agents-builder

An example agent demonstrating streaming, tool use, and interactivity from your terminal. This agent builder can help you to build your own agents and tools.

memmachine-common

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.

memmachine-client

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.

strands-agents-mcp-server

This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.

devduck

Minimalist AI agent that fixes itself when things break.

memmachine-server

MemMachine Server - The complete MemMachine memory system server with episodic and profile memory

blueclaw

Observable AI agent runtime with built-in execution tracing. Inspect, replay, diff, and debug agent behavior step by step. Model-agnostic (Claude, Ollama, OpenAI, Gemini). Built on Strands Agents SDK.

strands-sglang

SGLang model provider for Strands Agents for on-policy agentic RL training.

strands-coder

Reference implementation: Autonomous GitHub Agent for Strands Agents

strands-ai-functions

Python functions powered by AI agents - with runtime post-conditions for reliable agentic workflows.

strands-compose

Zero-code YAML-driven agent orchestration over strands-agents

strands-perplexity

Perplexity search tool for Strands Agents.

strands-sql

General-purpose SQL tool for Strands agents — supports PostgreSQL, MySQL, and SQLite.

agentanycast

Python SDK for AgentAnycast — connect AI agents across any network

strands-fun-tools

Creative and interactive tools for Strands AI agents - Build agents with unique capabilities for Bluetooth, vision, cursor control, screen reading, chess, and more!

mcp-server-for-oscal

OSCAL tools for AI agents

strands-compose-agentcore

BedrockAgentCore deployment adapter for strands-compose

strands-cosmos

Give your AI agent eyes that understand physics.

strands-robots

Control robots and physical hardware with natural language through Strands Agents.

strands-mcp-server

Experimental: Bidirectional MCP integration for Strands Agents.

strands-osmo

NVIDIA OSMO workflow orchestration for Strands Agents - submit, monitor, and debug Physical AI pipelines from natural language.

strands-sapiens

Give your agent a body. Pixel-perfect human understanding, as tools.