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@strands-agents

strands-agents

Strands Agents

Build AI agents in just a few lines of code.

A model-driven, open source SDK for creating AI agents—from simple conversational assistants to complex autonomous workflows. Python and TypeScript. Apache 2.0.

PyPI npm License Stars

Documentation · Quick Start · Samples · Discussions


from strands import Agent
from strands_tools import calculator

agent = Agent(tools=[calculator])
agent("What is the square root of 1764?")
import { Agent } from "@strands-agents/sdk";

const agent = new Agent();
await agent.invoke("What is the square root of 1764?");
pip install strands-agents strands-agents-tools   # Python
npm install @strands-agents/sdk                    # TypeScript

Why Strands?

  • Simple — A minimal agent loop that just works. No boilerplate, no complex abstractions.
  • Model agnostic — Amazon Bedrock, Anthropic, OpenAI, Gemini, Ollama, LiteLLM, llama.cpp, and more. Swap providers in one line.
  • Multi-agent built in — Coordinate agents with Graph, Swarm, and Workflow patterns — plus A2A protocol for cross-framework interop.
  • Native MCP — First-class Model Context Protocol support gives your agents access to thousands of tools.
  • Production readyDeploy to AWS Lambda, Fargate, EKS, Bedrock AgentCore, Docker, Kubernetes, or Terraform with built-in OpenTelemetry observability.
  • Conversational & beyond — Streaming, non-streaming, autonomous agents, structured output, and real-time bidirectional audio conversations.

Community

Strands is built in the open and growing fast. The community contributes model providers (Cohere, xAI, Fireworks AI, NVIDIA NIM, vLLM, MLX, SGLang), session managers (Valkey/Redis, AgentCore Memory), tools (Telegram, HubSpot, Deepgram), and integrations (AG-UI).

👉 See all community packages · Get your project featured · Join the discussion


SDKs

sdk-python Python SDK — the core agent framework
sdk-typescript TypeScript SDK — agents in Node.js and the browser

Get Started

samples Example agents and real-world use cases
docs Documentation source for strandsagents.com
mcp-server Documentation server for building with Strands in your AI coding assistant

Go Deeper

tools Pre-built tools: file I/O, HTTP, shell, code interpreter, and more
evals SDK for testing and benchmarking your agents
agent-sop Structured prompting for reliable, multi-step agent behavior

Contributing

We welcome contributions of all kinds — bug reports, feature requests, docs improvements, and code. See our contributing guide to get started.

Website · Docs · Samples · Discussions

All projects are Apache 2.0 licensed.

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Repositories

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

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    Python 5,177 Apache-2.0 662 315 65 Updated Feb 24, 2026
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    A model-driven approach to building AI agents in just a few lines of code.

    strands-agents/sdk-typescript’s past year of commit activity
    TypeScript 481 Apache-2.0 60 70 (1 issue needs help) 20 Updated Feb 24, 2026
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    strands-agents/samples’s past year of commit activity
    Python 642 Apache-2.0 326 21 (3 issues need help) 20 Updated Feb 23, 2026
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    strands-agents/docs’s past year of commit activity
    Python 170 Apache-2.0 179 51 38 Updated Feb 21, 2026
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    A comprehensive evaluation framework for AI agents and LLM applications.

    strands-agents/evals’s past year of commit activity
    Python 77 Apache-2.0 19 36 8 Updated Feb 20, 2026
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    Natural language workflows that enable AI agents to perform complex, multi-step tasks with consistency and reliability.

    strands-agents/agent-sop’s past year of commit activity
    Python 760 Apache-2.0 75 5 2 Updated Feb 20, 2026
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    strands-agents/mcp-server’s past year of commit activity
    Python 259 Apache-2.0 63 4 2 Updated Feb 19, 2026
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    A set of tools that gives agents powerful capabilities.

    strands-agents/tools’s past year of commit activity
    Python 943 Apache-2.0 266 99 (2 issues need help) 51 Updated Feb 19, 2026
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    Common GitHub workflows, actions, and shared tooling used across the Strands Agents organization.

    strands-agents/devtools’s past year of commit activity
    TypeScript 3 Apache-2.0 7 0 3 Updated Feb 13, 2026
  • .github Public Forked from amzn/.github
    strands-agents/.github’s past year of commit activity
    6 490 0 0 Updated Feb 12, 2026