Strands Agents Python Packages

strands-agents

Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.

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.

strands-agents-mcp-server

Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.

strands-harness

Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.

strands-sglang

SGLang model provider for Strands Agents.

strands-env

A unified framework for building agentic RL environments.

dogwood-py

Python SDK and reference-compatible interpreter surface for Dogwood policies

robot-reel

Review Physical AI with original evidence: compare VLM explanations against recorded robot outcomes, replay SmolVLA failures, and inspect Newton/Genesis simulations offline.

evalarc

Review model and agent regressions behind better scores. Compare every changed check, inspect original model outputs and tool traces, and reproduce the decision offline.

strands-dynamodb-storage

Amazon DynamoDB storage backend for the Strands Agents SDK (TypeScript and Python): sessions, agent memory, semantic search over DynamoDB vector indexes, and S3 offload behind one Storage interface.

munim

A multi-account MCP server for people who look after other people's infrastructure. Built with the Strands Agents SDK.

pushary

The decision layer for AI agents. Your agent asks, your user decides on their phone. Python SDK.

mcp-server-for-oscal

OSCAL tools for AI agents

strands-robots

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

devduck

Minimalist AI agent that fixes itself when things break.

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.

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.

strands-ai-functions

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

apab

LLM-driven phased-array antenna design & analysis via MCP tools — unit-cell simulation, array patterns, system trades

strands-compose

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

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.

welt-io-strands

The Strands Agents (Python) adapter for Welt's wire contract.

strands-mcp-server

Experimental: Bidirectional MCP integration for Strands Agents.