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.

strands-sglang

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

memmachine-server

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-compose

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

strands-sql

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

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-agentcore

Bedrock AgentCore deployment adapter for strands-compose

mcp-server-for-oscal

OSCAL tools for AI agents

strands-perplexity

Perplexity Search API tool for Strands Agents - enables real-time web search with citations

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.

agentanycast

Python SDK for AgentAnycast — connect AI agents across any network

strands-fun-tools

Creative and utility tools for Strands AI agents - interactive experiences

strands-robots

Robot Control with LeRobot Integration for Strands Agents

strands-mcp-server

Transform Strands Agents into MCP servers, exposing agent tools to any MCP-compatible client

hashtrade

A real-time cryptocurrency trading dashboard powered by AI agents with multi-exchange support

strands-google

Google API integration tools for Strands Agents

strands-mlx

Experimental: MLX model provider for Strands Agents - Build, train, and deploy AI agents on Apple Silicon.