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
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
Use cases: agent-orchestration, cloud-management
Reviews
Write a reviewNo 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.
- 0.853score
LlamaIndex
LlamaIndex
Open-source Python toolkit for RAG and agents over your own data, with event-driven workflows and 300+ integration packages.
HarnessAFreshness: A★ 52.6K↓ 1.4M/wk - 0.753score
LangChain
LangChain
Python framework of interoperable components and integrations for building agents and LLM apps, with LangGraph and Deep Agents layered above it.
HarnessAFreshness: A★ 148.4K↓ 37.3M/wk - 0.748score
LangGraph
LangChain
Low-level Python orchestration framework for long-running stateful agents, with durable execution, human review points and short- and long-term memory.
HarnessAFreshness: A★ 43.8K↓ 13.1M/wk - 0.732score
CrewAI
CrewAI
Open-source Python framework for multi-agent workflows, with role-based Crews and event-driven Flows.
HarnessAFreshness: A★ 60.1K↓ 644.6K/wk - 0.627score
AutoGen
Microsoft
Archived Microsoft Python framework for multi-agent apps; Microsoft directs new users to Microsoft Agent Framework.
HarnessAFreshness: A★ 61.5K↓ 89K/wk
Compare and alternatives
Signals
- Stars
- 780
- Forks
- 158
- Open issues
- 82
- Weekly downloads
- 1,598,976
- Last commit
- Oct 23, 2026 (3 days ago)
- Last release
- Oct 23, 2026 (3 days ago)
- Last package publish
- Oct 23, 2026 (3 days ago)
From GitHub (fetched Oct 24, 2026) and the package registry.
Details
- Packages
- pypi
bedrock-agentcore - License
- Apache-2.0
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- DocsREADMEgithub-graphql
More from AWS
- 0.851score
Strands Agents
AWS
Open-source Python and TypeScript SDK for model-driven agents, with tools, MCP, multi-agent patterns and streaming.
HarnessAFreshness: A★ 8.9K↓ 8.9M/wk - 0.724score
aws-transform
AWSOfficial
Performs code upgrades, migrations, and transformations using the AWS Transform (ATX) CLI.
SkillCFreshness: C★ 3KClaude Code +9
Cite this page
Amazon Bedrock AgentCore SDK. Agent Mart. https://agentmart.dev/harnesses/amazon-bedrock-agentcore-sdk (last updated 2026-10-24)