Amazon Bedrock AgentCore SDK

Python SDK for deploying agents to Amazon Bedrock AgentCore, a managed runtime with memory, gateway, tools and observability.

Harness by AWS

IndexedApache-2.0★ 780

Write a review

Chalk Labs

Need help deploying Amazon Bedrock AgentCore SDK?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

Install

From the package registry. Read the repository before you give any tool access to your data.

pip install bedrock-agentcore

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

About

The SDK wraps a Python agent in an entrypoint so it can run on Bedrock AgentCore, and its streaming example works with Strands, LangGraph and CrewAI agents. AgentCore services include Runtime, Memory for knowledge that persists across sessions, Gateway for turning APIs into MCP tools, Code Interpreter, Browser, Observability with OpenTelemetry tracing and Identity. The AWS docs describe a managed Harness that runs the agent loop, with each session in an isolated microVM.

Use cases: agent-orchestration, cloud-management

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Fact sheet

Languages: PythonREADME
Packages: bedrock-agentcore (pypi)README
MCP support: Built indocs.aws.amazon.com
Streaming: YesREADME
Memory: long-termREADME
Observability: OpenTelemetryREADME
Deploys to: managed cloudREADME
Model providers: aws-bedrock, openai, googledocs.aws.amazon.com
Maturity: StableREADME

Facts extracted by Claude Haiku 5.5 from the linked sources on Oct 24, 2026. Wrong fact? Tell us.

Alternatives

Frameworks for the same language with a similar way of orchestrating agents.

Compare and alternatives

Signals

Stars: 780
Forks: 158
Open issues: 82
Weekly downloads: 1,598,976
Last commit: Oct 23, 2026 (7 days ago)
Last release: Oct 23, 2026 (7 days ago)
Last package publish: Oct 23, 2026 (7 days ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Packages: pypi bedrock-agentcore
License: Apache-2.0
Repository: github.com/aws/bedrock-agentcore-sdk-python
Docs: docs.aws.amazon.com/bedrock-agentcore/latest/devguide/what-is-bedrock-agentcore.html
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: Docs README github-graphql

More from AWS

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped: 50+; launches shipped
media placements: 500+; media placements
founders on every account: 2; founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get Amazon Bedrock AgentCore SDK running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Need help deploying Amazon Bedrock AgentCore SDK?

Call Get help

Cite this page

Amazon Bedrock AgentCore SDK. Agent Mart. https://agentmart.dev/harnesses/amazon-bedrock-agentcore-sdk (last updated 2026-10-24)