From 8ca9c52851d8cb3e096938dcae0b5f29c3845168 Mon Sep 17 00:00:00 2001 From: Jonathan Segev Date: Mon, 9 Feb 2026 14:56:33 -0500 Subject: [PATCH 1/8] feat: Add organization profile README --- profile/README.md | 99 +++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 99 insertions(+) create mode 100644 profile/README.md diff --git a/profile/README.md b/profile/README.md new file mode 100644 index 00000000..d34377c0 --- /dev/null +++ b/profile/README.md @@ -0,0 +1,99 @@ +
+
+ + 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](https://img.shields.io/pypi/v/strands-agents)](https://pypi.org/project/strands-agents/) +[![npm](https://img.shields.io/npm/v/@strands-agents/sdk)](https://www.npmjs.com/package/@strands-agents/sdk) +[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0) +[![Stars](https://img.shields.io/github/stars/strands-agents?style=social)](https://github.com/strands-agents) + +[Documentation](https://strandsagents.com/latest/documentation/docs/) · [Quick Start](https://strandsagents.com/latest/documentation/docs/user-guide/quickstart/overview/) · [Samples](https://github.com/strands-agents/samples) · [Discussions](https://github.com/orgs/strands-agents/discussions) + +
+ +--- + +```python +from strands import Agent +from strands_tools import calculator + +agent = Agent(tools=[calculator]) +agent("What is the square root of 1764?") +``` + +```typescript +import { Agent } from "@strands-agents/sdk"; + +const agent = new Agent(); +await agent.invoke("What is the square root of 1764?"); +``` + +```bash +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](https://strandsagents.com/latest/documentation/docs/user-guide/concepts/model-providers/). Swap providers in one line. +- **Multi-agent built in** — Coordinate agents with [Graph](https://strandsagents.com/latest/documentation/docs/user-guide/concepts/multi-agent/graph/), [Swarm](https://strandsagents.com/latest/documentation/docs/user-guide/concepts/multi-agent/swarm/), and [Workflow](https://strandsagents.com/latest/documentation/docs/user-guide/concepts/multi-agent/workflow/) patterns — plus [A2A protocol](https://strandsagents.com/latest/documentation/docs/user-guide/concepts/multi-agent/agent-to-agent/) for cross-framework interop. +- **Native MCP** — First-class Model Context Protocol support gives your agents access to thousands of tools. +- **Production ready** — [Deploy](https://strandsagents.com/latest/documentation/docs/user-guide/deploy/operating-agents-in-production/) 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](https://strandsagents.com/latest/documentation/docs/community/community-packages/) (Cohere, xAI, Fireworks AI, NVIDIA NIM, vLLM, MLX, SGLang), [session managers](https://strandsagents.com/latest/documentation/docs/community/community-packages/) (Valkey/Redis, AgentCore Memory), [tools](https://strandsagents.com/latest/documentation/docs/community/community-packages/) (Telegram, HubSpot, Deepgram), and [integrations](https://strandsagents.com/latest/documentation/docs/community/integrations/ag-ui/) (AG-UI). + +👉 [See all community packages](https://strandsagents.com/latest/documentation/docs/community/community-packages/) · [Get your project featured](https://strandsagents.com/latest/documentation/docs/community/get-featured/) · [Join the discussion](https://github.com/orgs/strands-agents/discussions) + +--- + +### SDKs + +| | | +|---|---| +| **[sdk-python](https://github.com/strands-agents/sdk-python)** | Python SDK — the core agent framework | +| **[sdk-typescript](https://github.com/strands-agents/sdk-typescript)** | TypeScript SDK — agents in Node.js and the browser | + +### Get Started + +| | | +|---|---| +| **[samples](https://github.com/strands-agents/samples)** | Example agents and real-world use cases | +| **[docs](https://github.com/strands-agents/docs)** | Documentation source for [strandsagents.com](https://strandsagents.com) | +| **[mcp-server](https://github.com/strands-agents/mcp-server)** | Documentation server for building with Strands in your AI coding assistant | + +### Go Deeper + +| | | +|---|---| +| **[tools](https://github.com/strands-agents/tools)** | Pre-built tools: file I/O, HTTP, shell, code interpreter, and more | +| **[evals](https://github.com/strands-agents/evals)** | SDK for testing and benchmarking your agents | +| **[agent-sop](https://github.com/strands-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](https://github.com/strands-agents/sdk-python/blob/main/CONTRIBUTING.md) to get started. + +
+ +**[Website](https://strandsagents.com)** · **[Docs](https://strandsagents.com/latest/documentation/docs/)** · **[Samples](https://github.com/strands-agents/samples)** · **[Discussions](https://github.com/orgs/strands-agents/discussions)** + +All projects are Apache 2.0 licensed. + +
From 88e0ed4398f829849e5b092384724469e8661614 Mon Sep 17 00:00:00 2001 From: Jonathan Segev Date: Tue, 10 Feb 2026 12:15:28 -0500 Subject: [PATCH 2/8] fix: Fixed Discussions link --- profile/README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/profile/README.md b/profile/README.md index d34377c0..9339ad1c 100644 --- a/profile/README.md +++ b/profile/README.md @@ -16,7 +16,7 @@ [![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0) [![Stars](https://img.shields.io/github/stars/strands-agents?style=social)](https://github.com/strands-agents) -[Documentation](https://strandsagents.com/latest/documentation/docs/) · [Quick Start](https://strandsagents.com/latest/documentation/docs/user-guide/quickstart/overview/) · [Samples](https://github.com/strands-agents/samples) · [Discussions](https://github.com/orgs/strands-agents/discussions) +[Documentation](https://strandsagents.com/latest/documentation/docs/) · [Quick Start](https://strandsagents.com/latest/documentation/docs/user-guide/quickstart/overview/) · [Samples](https://github.com/strands-agents/samples) · [Discussions](https://github.com/strands-agents/sdk-python/discussions) @@ -57,7 +57,7 @@ npm install @strands-agents/sdk # TypeScript Strands is built in the open and growing fast. The community contributes [model providers](https://strandsagents.com/latest/documentation/docs/community/community-packages/) (Cohere, xAI, Fireworks AI, NVIDIA NIM, vLLM, MLX, SGLang), [session managers](https://strandsagents.com/latest/documentation/docs/community/community-packages/) (Valkey/Redis, AgentCore Memory), [tools](https://strandsagents.com/latest/documentation/docs/community/community-packages/) (Telegram, HubSpot, Deepgram), and [integrations](https://strandsagents.com/latest/documentation/docs/community/integrations/ag-ui/) (AG-UI). -👉 [See all community packages](https://strandsagents.com/latest/documentation/docs/community/community-packages/) · [Get your project featured](https://strandsagents.com/latest/documentation/docs/community/get-featured/) · [Join the discussion](https://github.com/orgs/strands-agents/discussions) +👉 [See all community packages](https://strandsagents.com/latest/documentation/docs/community/community-packages/) · [Get your project featured](https://strandsagents.com/latest/documentation/docs/community/get-featured/) · [Join the discussion](https://github.com/strands-agents/sdk-python/discussions) --- @@ -92,7 +92,7 @@ We welcome contributions of all kinds — bug reports, feature requests, docs im
-**[Website](https://strandsagents.com)** · **[Docs](https://strandsagents.com/latest/documentation/docs/)** · **[Samples](https://github.com/strands-agents/samples)** · **[Discussions](https://github.com/orgs/strands-agents/discussions)** +**[Website](https://strandsagents.com)** · **[Docs](https://strandsagents.com/latest/documentation/docs/)** · **[Samples](https://github.com/strands-agents/samples)** · **[Discussions](https://github.com/strands-agents/sdk-python/discussions)** All projects are Apache 2.0 licensed. From e00bb05ef7951f96aefc2496f4c17725c852caac Mon Sep 17 00:00:00 2001 From: Albert Zhao <67480168+Albertozhao@users.noreply.github.com> Date: Tue, 12 May 2026 17:07:18 -0400 Subject: [PATCH 3/8] feat: add official Discord link --- profile/README.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/profile/README.md b/profile/README.md index 9339ad1c..f404209a 100644 --- a/profile/README.md +++ b/profile/README.md @@ -15,6 +15,7 @@ [![npm](https://img.shields.io/npm/v/@strands-agents/sdk)](https://www.npmjs.com/package/@strands-agents/sdk) [![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0) [![Stars](https://img.shields.io/github/stars/strands-agents?style=social)](https://github.com/strands-agents) +[![Discord](https://img.shields.io/badge/Discord-Strands-5865F2?logo=discord&logoColor=white)](https://discord.gg/strands) [Documentation](https://strandsagents.com/latest/documentation/docs/) · [Quick Start](https://strandsagents.com/latest/documentation/docs/user-guide/quickstart/overview/) · [Samples](https://github.com/strands-agents/samples) · [Discussions](https://github.com/strands-agents/sdk-python/discussions) @@ -90,6 +91,13 @@ Strands is built in the open and growing fast. The community contributes [model We welcome contributions of all kinds — bug reports, feature requests, docs improvements, and code. See our [contributing guide](https://github.com/strands-agents/sdk-python/blob/main/CONTRIBUTING.md) to get started. +--- + +### Stay in touch with the team +Come meet the Strands team and other users on [**Discord**](https://discord.com/invite/strands) + +--- +
**[Website](https://strandsagents.com)** · **[Docs](https://strandsagents.com/latest/documentation/docs/)** · **[Samples](https://github.com/strands-agents/samples)** · **[Discussions](https://github.com/strands-agents/sdk-python/discussions)** From 750ddd4376a2edb7480e335048e105613743fc33 Mon Sep 17 00:00:00 2001 From: Mackenzie Zastrow <3211021+zastrowm@users.noreply.github.com> Date: Fri, 5 Jun 2026 13:23:24 -0400 Subject: [PATCH 4/8] Update README links and descriptions for accuracy --- profile/README.md | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/profile/README.md b/profile/README.md index f404209a..ad3c9496 100644 --- a/profile/README.md +++ b/profile/README.md @@ -17,7 +17,7 @@ [![Stars](https://img.shields.io/github/stars/strands-agents?style=social)](https://github.com/strands-agents) [![Discord](https://img.shields.io/badge/Discord-Strands-5865F2?logo=discord&logoColor=white)](https://discord.gg/strands) -[Documentation](https://strandsagents.com/latest/documentation/docs/) · [Quick Start](https://strandsagents.com/latest/documentation/docs/user-guide/quickstart/overview/) · [Samples](https://github.com/strands-agents/samples) · [Discussions](https://github.com/strands-agents/sdk-python/discussions) +[Documentation](https://strandsagents.com/) · [Quick Start](https://strandsagents.com/docs/user-guide/quickstart/overview/) · [Samples](https://github.com/strands-agents/samples) · [Discussions](https://github.com/strands-agents/harness-sdk/discussions)
@@ -48,17 +48,17 @@ 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](https://strandsagents.com/latest/documentation/docs/user-guide/concepts/model-providers/). Swap providers in one line. -- **Multi-agent built in** — Coordinate agents with [Graph](https://strandsagents.com/latest/documentation/docs/user-guide/concepts/multi-agent/graph/), [Swarm](https://strandsagents.com/latest/documentation/docs/user-guide/concepts/multi-agent/swarm/), and [Workflow](https://strandsagents.com/latest/documentation/docs/user-guide/concepts/multi-agent/workflow/) patterns — plus [A2A protocol](https://strandsagents.com/latest/documentation/docs/user-guide/concepts/multi-agent/agent-to-agent/) for cross-framework interop. +- **Model agnostic** — Amazon Bedrock, Anthropic, OpenAI, Gemini, Ollama, LiteLLM, llama.cpp, and [more](https://strandsagents.com/docs/user-guide/concepts/model-providers/). Swap providers in one line. +- **Multi-agent built in** — Coordinate agents with [Graph](https://strandsagents.com/docs/user-guide/concepts/multi-agent/graph/), [Swarm](https://strandsagents.com/docs/user-guide/concepts/multi-agent/swarm/), and [Workflow](https://strandsagents.com/docs/user-guide/concepts/multi-agent/workflow/) patterns — plus [A2A protocol](https://strandsagents.com/docs/user-guide/concepts/multi-agent/agent-to-agent/) for cross-framework interop. - **Native MCP** — First-class Model Context Protocol support gives your agents access to thousands of tools. -- **Production ready** — [Deploy](https://strandsagents.com/latest/documentation/docs/user-guide/deploy/operating-agents-in-production/) to AWS Lambda, Fargate, EKS, Bedrock AgentCore, Docker, Kubernetes, or Terraform with built-in OpenTelemetry observability. +- **Production ready** — [Deploy](https://strandsagents.com/docs/user-guide/deploy/operating-agents-in-production/) 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](https://strandsagents.com/latest/documentation/docs/community/community-packages/) (Cohere, xAI, Fireworks AI, NVIDIA NIM, vLLM, MLX, SGLang), [session managers](https://strandsagents.com/latest/documentation/docs/community/community-packages/) (Valkey/Redis, AgentCore Memory), [tools](https://strandsagents.com/latest/documentation/docs/community/community-packages/) (Telegram, HubSpot, Deepgram), and [integrations](https://strandsagents.com/latest/documentation/docs/community/integrations/ag-ui/) (AG-UI). +Strands is built in the open and growing fast. The community contributes [model providers](https://strandsagents.com/docs/community/community-packages/) (Cohere, xAI, Fireworks AI, NVIDIA NIM, vLLM, MLX, SGLang), [session managers](https://strandsagents.com/docs/community/community-packages/) (Valkey/Redis, AgentCore Memory), [tools](https://strandsagents.com/docs/community/community-packages/) (Telegram, HubSpot, Deepgram), and [integrations](https://strandsagents.com/docs/community/integrations/ag-ui/) (AG-UI). -👉 [See all community packages](https://strandsagents.com/latest/documentation/docs/community/community-packages/) · [Get your project featured](https://strandsagents.com/latest/documentation/docs/community/get-featured/) · [Join the discussion](https://github.com/strands-agents/sdk-python/discussions) +👉 [See all community packages](https://strandsagents.com/docs/community/community-packages/) · [Get your project featured](https://strandsagents.com/docs/community/get-featured/) · [Join the discussion](https://github.com/strands-agents/harness-sdk/discussions) --- @@ -66,8 +66,8 @@ Strands is built in the open and growing fast. The community contributes [model | | | |---|---| -| **[sdk-python](https://github.com/strands-agents/sdk-python)** | Python SDK — the core agent framework | -| **[sdk-typescript](https://github.com/strands-agents/sdk-typescript)** | TypeScript SDK — agents in Node.js and the browser | +| **[sdk-python](https://github.com/strands-agents/harness-sdk/tree/main/strands-py)** | Python SDK — the core agent framework | +| **[sdk-typescript](https://github.com/strands-agents/harness-sdk/tree/main/strands-ts)** | TypeScript SDK — agents in Node.js and the browser | ### Get Started @@ -89,7 +89,7 @@ Strands is built in the open and growing fast. The community contributes [model ### Contributing -We welcome contributions of all kinds — bug reports, feature requests, docs improvements, and code. See our [contributing guide](https://github.com/strands-agents/sdk-python/blob/main/CONTRIBUTING.md) to get started. +We welcome contributions of all kinds — bug reports, feature requests, docs improvements, and code. See our [contributing guide](https://github.com/strands-agents/harness-sdk/blob/main/CONTRIBUTING.md) to get started. --- @@ -100,7 +100,7 @@ Come meet the Strands team and other users on [**Discord**](https://discord.com/
-**[Website](https://strandsagents.com)** · **[Docs](https://strandsagents.com/latest/documentation/docs/)** · **[Samples](https://github.com/strands-agents/samples)** · **[Discussions](https://github.com/strands-agents/sdk-python/discussions)** +**[Website](https://strandsagents.com)** · **[Docs](https://strandsagents.com/docs/user-guide/quickstart/overview/)** · **[Samples](https://github.com/strands-agents/samples)** · **[Discussions](https://github.com/strands-agents/harness-sdk/discussions)** All projects are Apache 2.0 licensed. From 1c8aa6de209b9f53a141f8e1e09c514bd52d2553 Mon Sep 17 00:00:00 2001 From: Mackenzie Zastrow <3211021+zastrowm@users.noreply.github.com> Date: Fri, 5 Jun 2026 15:21:09 -0400 Subject: [PATCH 5/8] Update SDK links in README.md --- profile/README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/profile/README.md b/profile/README.md index ad3c9496..52e6eb55 100644 --- a/profile/README.md +++ b/profile/README.md @@ -66,8 +66,9 @@ Strands is built in the open and growing fast. The community contributes [model | | | |---|---| -| **[sdk-python](https://github.com/strands-agents/harness-sdk/tree/main/strands-py)** | Python SDK — the core agent framework | -| **[sdk-typescript](https://github.com/strands-agents/harness-sdk/tree/main/strands-ts)** | TypeScript SDK — agents in Node.js and the browser | +| **[harness-sdk/strands-py](https://github.com/strands-agents/harness-sdk/tree/main/strands-py)** | Python SDK — the core agent framework | +| **[harness-sdk/strands-ts](https://github.com/strands-agents/harness-sdk/tree/main/strands-ts)** | TypeScript SDK — agents in Node.js and the browser | +| **[evals](https://github.com/strands-agents/evals)** | SDK for testing and benchmarking your agents | ### Get Started @@ -82,7 +83,6 @@ Strands is built in the open and growing fast. The community contributes [model | | | |---|---| | **[tools](https://github.com/strands-agents/tools)** | Pre-built tools: file I/O, HTTP, shell, code interpreter, and more | -| **[evals](https://github.com/strands-agents/evals)** | SDK for testing and benchmarking your agents | | **[agent-sop](https://github.com/strands-agents/agent-sop)** | Structured prompting for reliable, multi-step agent behavior | --- From 2d3d3866980a9aa599442d977e8b4cdb1d8532e7 Mon Sep 17 00:00:00 2001 From: Jonathan Segev Date: Tue, 16 Jun 2026 14:09:10 -0400 Subject: [PATCH 6/8] Add strands-shell to Go Deeper section --- profile/README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/profile/README.md b/profile/README.md index 52e6eb55..07d497f8 100644 --- a/profile/README.md +++ b/profile/README.md @@ -83,6 +83,7 @@ Strands is built in the open and growing fast. The community contributes [model | | | |---|---| | **[tools](https://github.com/strands-agents/tools)** | Pre-built tools: file I/O, HTTP, shell, code interpreter, and more | +| **[shell](https://github.com/strands-agents/shell)** | Give your agent a shell without giving it the keys to your machine | | **[agent-sop](https://github.com/strands-agents/agent-sop)** | Structured prompting for reliable, multi-step agent behavior | --- From d3c2d558d5b16e7df0a4d7f6a110f97347ffceba Mon Sep 17 00:00:00 2001 From: Ryan Coleman Date: Tue, 16 Jun 2026 11:34:36 -0700 Subject: [PATCH 7/8] org readme tagline update --- profile/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/profile/README.md b/profile/README.md index 07d497f8..b9099344 100644 --- a/profile/README.md +++ b/profile/README.md @@ -7,7 +7,7 @@

Strands Agents

-

Build AI agents in just a few lines of code.

+

The open source toolkit for building production agents.

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

From cf8da6603579e25ec6cc3f705daee019a8bd63ff Mon Sep 17 00:00:00 2001 From: Arron Bailiss Date: Thu, 6 Aug 2026 12:16:34 -0400 Subject: [PATCH 8/8] docs: refresh org README - Remove archived repos (docs, mcp-server) from Get Started; point to harness-sdk/strands-mcp - Add # Python and // TypeScript comments to code snippets - Mention Discord in the Community section - Add Subagents link to the multi-agent bullet (first in the list) --- profile/README.md | 15 +++++++++------ 1 file changed, 9 insertions(+), 6 deletions(-) diff --git a/profile/README.md b/profile/README.md index b9099344..983b62c0 100644 --- a/profile/README.md +++ b/profile/README.md @@ -24,6 +24,7 @@ --- ```python +# Python from strands import Agent from strands_tools import calculator @@ -32,6 +33,7 @@ agent("What is the square root of 1764?") ``` ```typescript +// TypeScript import { Agent } from "@strands-agents/sdk"; const agent = new Agent(); @@ -40,7 +42,7 @@ await agent.invoke("What is the square root of 1764?"); ```bash pip install strands-agents strands-agents-tools # Python -npm install @strands-agents/sdk # TypeScript +npm install @strands-agents/sdk # TypeScript ``` --- @@ -49,7 +51,7 @@ npm install @strands-agents/sdk # TypeScript - **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](https://strandsagents.com/docs/user-guide/concepts/model-providers/). Swap providers in one line. -- **Multi-agent built in** — Coordinate agents with [Graph](https://strandsagents.com/docs/user-guide/concepts/multi-agent/graph/), [Swarm](https://strandsagents.com/docs/user-guide/concepts/multi-agent/swarm/), and [Workflow](https://strandsagents.com/docs/user-guide/concepts/multi-agent/workflow/) patterns — plus [A2A protocol](https://strandsagents.com/docs/user-guide/concepts/multi-agent/agent-to-agent/) for cross-framework interop. +- **Multi-agent built in** — Coordinate agents with [Subagents](https://strandsagents.com/docs/user-guide/concepts/multi-agent/agents-as-tools/), [Graph](https://strandsagents.com/docs/user-guide/concepts/multi-agent/graph/), [Swarm](https://strandsagents.com/docs/user-guide/concepts/multi-agent/swarm/), and [Workflow](https://strandsagents.com/docs/user-guide/concepts/multi-agent/workflow/) patterns — plus [A2A protocol](https://strandsagents.com/docs/user-guide/concepts/multi-agent/agent-to-agent/) for cross-framework interop. - **Native MCP** — First-class Model Context Protocol support gives your agents access to thousands of tools. - **Production ready** — [Deploy](https://strandsagents.com/docs/user-guide/deploy/operating-agents-in-production/) 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. @@ -58,7 +60,9 @@ npm install @strands-agents/sdk # TypeScript Strands is built in the open and growing fast. The community contributes [model providers](https://strandsagents.com/docs/community/community-packages/) (Cohere, xAI, Fireworks AI, NVIDIA NIM, vLLM, MLX, SGLang), [session managers](https://strandsagents.com/docs/community/community-packages/) (Valkey/Redis, AgentCore Memory), [tools](https://strandsagents.com/docs/community/community-packages/) (Telegram, HubSpot, Deepgram), and [integrations](https://strandsagents.com/docs/community/integrations/ag-ui/) (AG-UI). -👉 [See all community packages](https://strandsagents.com/docs/community/community-packages/) · [Get your project featured](https://strandsagents.com/docs/community/get-featured/) · [Join the discussion](https://github.com/strands-agents/harness-sdk/discussions) +Come chat with the team and other builders on [**Discord**](https://discord.gg/strands), where we talk through questions, ideas, and what people are building. + +👉 [See all community packages](https://strandsagents.com/docs/community/community-packages/) · [Get your project featured](https://strandsagents.com/docs/community/get-featured/) · [Join us on Discord](https://discord.gg/strands) · [Join the discussion](https://github.com/strands-agents/harness-sdk/discussions) --- @@ -75,8 +79,7 @@ Strands is built in the open and growing fast. The community contributes [model | | | |---|---| | **[samples](https://github.com/strands-agents/samples)** | Example agents and real-world use cases | -| **[docs](https://github.com/strands-agents/docs)** | Documentation source for [strandsagents.com](https://strandsagents.com) | -| **[mcp-server](https://github.com/strands-agents/mcp-server)** | Documentation server for building with Strands in your AI coding assistant | +| **[harness-sdk/strands-mcp](https://github.com/strands-agents/harness-sdk/tree/main/strands-mcp)** | Documentation server for building with Strands in your AI coding assistant | ### Go Deeper @@ -95,7 +98,7 @@ We welcome contributions of all kinds — bug reports, feature requests, docs im --- ### Stay in touch with the team -Come meet the Strands team and other users on [**Discord**](https://discord.com/invite/strands) +Come meet the Strands team and other users on [**Discord**](https://discord.gg/strands) ---