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PyPI · #4778 most downloaded on PyPI
A starter toolkit for using Bedrock AgentCore
Last release 19 days ago
15 Sep 2026
Ships fairly regularly
a new release about every 2 weeks
Nearly every release is documented
notes for 58 of 59 stable releases
Nothing withdrawn
no release was ever pulled
1 years old
59 releases · first in 2025
pip install bedrock-agentcore-starter-toolkit==0.3.13
pip install bedrock-agentcore-starter-toolkit==0.3.13See CHANGELOG.md for details.
Full Changelog: v0.3.12...v0.3.13
One column per month.
pip install bedrock-agentcore-starter-toolkit==0.3.12
pip install bedrock-agentcore-starter-toolkit==0.3.12See CHANGELOG.md for details.
Full Changelog: v0.3.11...v0.3.12
docs: deprecate GitHub Pages site via mkdocs-redirects by @notgitika in #550
pip install bedrock-agentcore-starter-toolkit==0.3.11See CHANGELOG.md for details.
Full Changelog: v0.3.10...v0.3.11
fix(cli): re-emit deprecation recommendation after high-output commands + add uninstall command by @aidandaly24 in #520
pip install bedrock-agentcore-starter-toolkit==0.3.10See CHANGELOG.md for details.
Full Changelog: v0.3.9...v0.3.10
pip install bedrock-agentcore-starter-toolkit==0.3.10
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.3.9...v0.3.10
pip install bedrock-agentcore-starter-toolkit==0.3.9
pip install bedrock-agentcore-starter-toolkit==0.3.9See CHANGELOG.md for details.
Full Changelog: v0.3.8...v0.3.9
pip install bedrock-agentcore-starter-toolkit==0.3.8
pip install bedrock-agentcore-starter-toolkit==0.3.8See CHANGELOG.md for details.
Full Changelog: v0.3.7...v0.3.8
pip install bedrock-agentcore-starter-toolkit==0.3.8
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.3.7...v0.3.8
feat: add deprecation banner recommending AgentCore CLI by @aidandaly24 in #507
pip install bedrock-agentcore-starter-toolkit==0.3.7See CHANGELOG.md for details.
Full Changelog: v0.3.6...v0.3.7
pip install bedrock-agentcore-starter-toolkit==0.3.7
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.3.6...v0.3.7
pip install bedrock-agentcore-starter-toolkit==0.3.6
pip install bedrock-agentcore-starter-toolkit==0.3.6See CHANGELOG.md for details.
Full Changelog: v0.3.5...v0.3.6
pip install bedrock-agentcore-starter-toolkit==0.3.6
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.3.5...v0.3.6
pip install bedrock-agentcore-starter-toolkit==0.3.5
pip install bedrock-agentcore-starter-toolkit==0.3.5See CHANGELOG.md for details.
Full Changelog: v0.3.4...v0.3.5
pip install bedrock-agentcore-starter-toolkit==0.3.5
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.3.4...v0.3.5
pip install bedrock-agentcore-starter-toolkit==0.3.4
pip install bedrock-agentcore-starter-toolkit==0.3.4See CHANGELOG.md for details.
Full Changelog: v0.3.3...v0.3.4
pip install bedrock-agentcore-starter-toolkit==0.3.4
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.3.3...v0.3.4
`bash pip install bedrock-agentcore-starter-toolkit==0.3.3 `
pip install bedrock-agentcore-starter-toolkit==0.3.3
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.3.2...v0.3.3
pip install bedrock-agentcore-starter-toolkit==0.3.3See CHANGELOG.md for details.
Full Changelog: v0.3.2...v0.3.3
`bash pip install bedrock-agentcore-starter-toolkit==0.3.2 `
pip install bedrock-agentcore-starter-toolkit==0.3.2
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.3.1...v0.3.2
`bash pip install bedrock-agentcore-starter-toolkit==0.3.1 `
pip install bedrock-agentcore-starter-toolkit==0.3.1
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.3.0...v0.3.1
`bash pip install bedrock-agentcore-starter-toolkit==0.3.0 `
pip install bedrock-agentcore-starter-toolkit==0.3.0
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.2.10...v0.3.0
`bash pip install bedrock-agentcore-starter-toolkit==0.2.10 `
pip install bedrock-agentcore-starter-toolkit==0.2.10
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.2.9...v0.2.10
`bash pip install bedrock-agentcore-starter-toolkit==0.2.9 `
pip install bedrock-agentcore-starter-toolkit==0.2.9
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.2.8...v0.2.9
`bash pip install bedrock-agentcore-starter-toolkit==0.2.8 `
pip install bedrock-agentcore-starter-toolkit==0.2.8
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.2.7...v0.2.8
`bash pip install bedrock-agentcore-starter-toolkit==0.2.7 `
pip install bedrock-agentcore-starter-toolkit==0.2.7
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.2.6...v0.2.7
`bash pip install bedrock-agentcore-starter-toolkit==0.2.6 `
pip install bedrock-agentcore-starter-toolkit==0.2.6
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.2.5...v0.2.6
`bash pip install bedrock-agentcore-starter-toolkit==0.2.5 `
pip install bedrock-agentcore-starter-toolkit==0.2.5
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.2.4...v0.2.5
`bash pip install bedrock-agentcore-starter-toolkit==0.2.4 `
pip install bedrock-agentcore-starter-toolkit==0.2.4
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.2.3...v0.2.4
`bash pip install bedrock-agentcore-starter-toolkit==0.2.3 `
pip install bedrock-agentcore-starter-toolkit==0.2.3
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.2.2...v0.2.3
`bash pip install bedrock-agentcore-starter-toolkit==0.2.2 `
pip install bedrock-agentcore-starter-toolkit==0.2.2
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.2.1...v0.2.2
`bash pip install bedrock-agentcore-starter-toolkit==0.2.1 `
pip install bedrock-agentcore-starter-toolkit==0.2.1
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.2.0...v0.2.1
`bash pip install bedrock-agentcore-starter-toolkit==0.2.0 `
pip install bedrock-agentcore-starter-toolkit==0.2.0
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.34...v0.2.0
`bash pip install bedrock-agentcore-starter-toolkit==0.1.34 `
pip install bedrock-agentcore-starter-toolkit==0.1.34
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.33...v0.1.34
`bash pip install bedrock-agentcore-starter-toolkit==0.1.33 `
pip install bedrock-agentcore-starter-toolkit==0.1.33
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.32...v0.1.33
`bash pip install bedrock-agentcore-starter-toolkit==0.1.32 `
pip install bedrock-agentcore-starter-toolkit==0.1.32
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.31...v0.1.32
`bash pip install bedrock-agentcore-starter-toolkit==0.1.31 `
pip install bedrock-agentcore-starter-toolkit==0.1.31
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.28...v0.1.31
`bash pip install bedrock-agentcore-starter-toolkit==0.1.28 `
pip install bedrock-agentcore-starter-toolkit==0.1.28
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.27...v0.1.28
`bash pip install bedrock-agentcore-starter-toolkit==0.1.27 `
pip install bedrock-agentcore-starter-toolkit==0.1.27
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.26...v0.1.27
`bash pip install bedrock-agentcore-starter-toolkit==0.1.26 `
pip install bedrock-agentcore-starter-toolkit==0.1.26
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.25...v0.1.26
`bash pip install bedrock-agentcore-starter-toolkit==0.1.25 `
pip install bedrock-agentcore-starter-toolkit==0.1.25
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.24...v0.1.25
`bash pip install bedrock-agentcore-starter-toolkit==0.1.24 `
pip install bedrock-agentcore-starter-toolkit==0.1.24
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.23...v0.1.24
`bash pip install bedrock-agentcore-starter-toolkit==0.1.23 `
pip install bedrock-agentcore-starter-toolkit==0.1.23
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.22...v0.1.23
`bash pip install bedrock-agentcore-starter-toolkit==0.1.22 `
pip install bedrock-agentcore-starter-toolkit==0.1.22
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.21...v0.1.22
`bash pip install bedrock-agentcore-starter-toolkit==0.1.21 `
pip install bedrock-agentcore-starter-toolkit==0.1.21
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.20...v0.1.21
`bash pip install bedrock-agentcore-starter-toolkit==0.1.20 `
pip install bedrock-agentcore-starter-toolkit==0.1.20
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.19...v0.1.20
`bash pip install bedrock-agentcore-starter-toolkit==0.1.19 `
pip install bedrock-agentcore-starter-toolkit==0.1.19
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.18...v0.1.19
`bash pip install bedrock-agentcore-starter-toolkit==0.1.18 `
pip install bedrock-agentcore-starter-toolkit==0.1.18
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.17...v0.1.18
`bash pip install bedrock-agentcore-starter-toolkit==0.1.17 `
pip install bedrock-agentcore-starter-toolkit==0.1.17
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.16...v0.1.17
`bash pip install bedrock-agentcore-starter-toolkit==0.1.16 `
pip install bedrock-agentcore-starter-toolkit==0.1.16
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.15...v0.1.16
`bash pip install bedrock-agentcore-starter-toolkit==0.1.15 `
pip install bedrock-agentcore-starter-toolkit==0.1.15
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.14...v0.1.15
`bash pip install bedrock-agentcore-starter-toolkit==0.1.14 `
pip install bedrock-agentcore-starter-toolkit==0.1.14
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.13...v0.1.14
`bash pip install bedrock-agentcore-starter-toolkit==0.1.13 `
pip install bedrock-agentcore-starter-toolkit==0.1.13
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.12...v0.1.13
`bash pip install bedrock-agentcore-starter-toolkit==0.1.12 `
pip install bedrock-agentcore-starter-toolkit==0.1.12
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.11...v0.1.12
`bash pip install bedrock-agentcore-starter-toolkit==0.1.11 `
pip install bedrock-agentcore-starter-toolkit==0.1.11
See CHANGELOG.md for details.
bedrock-agentcore>=0.1.4Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.10...v0.1.11
`bash pip install bedrock-agentcore-starter-toolkit==0.1.10 `
pip install bedrock-agentcore-starter-toolkit==0.1.10
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.9...v0.1.10
`bash pip install bedrock-agentcore-starter-toolkit==0.1.9 `
pip install bedrock-agentcore-starter-toolkit==0.1.9
See CHANGELOG.md for details.
bedrock-agentcore>=0.1.3Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.8...v0.1.9
`bash pip install bedrock-agentcore-starter-toolkit==0.1.8 `
pip install bedrock-agentcore-starter-toolkit==0.1.8
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.7...v0.1.8
`bash pip install bedrock-agentcore-starter-toolkit==0.1.7 `
pip install bedrock-agentcore-starter-toolkit==0.1.7
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.6...v0.1.7
`bash pip install bedrock-agentcore-starter-toolkit==0.1.6 `
pip install bedrock-agentcore-starter-toolkit==0.1.6
See CHANGELOG.md for details.
bedrock-agentcore>=0.1.2Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.5...v0.1.6
Updated SDK dependency to >=0.1.2 for improved thread pool handling and concurrency fixes
`bash pip install bedrock-agentcore-starter-toolkit==0.1.5 `
pip install bedrock-agentcore-starter-toolkit==0.1.5
See CHANGELOG.md for details.
Full Changelog: https://github.com/aws/bedrock-agentcore-starter-toolkit/compare/v0.1.4...v0.1.5
`bash pip install bedrock-agentcore-starter-toolkit==0.1.4 `
pip install bedrock-agentcore-starter-toolkit==0.1.4
See CHANGELOG.md for details.
Added a utility to import from Bedrock Agents -> Bedrock AgentCore. Developers can generate and deploy a Langchain/Strands + AgentCore agent from a selected Bedrock Agent. The output agent leverages AgentCore primitives such as Gateway, Observability, Memory, and Code Interpreter. Added documentation on usage and design of this utility. This utility does not introduce any breaking changes. It is aimed towards Bedrock Agents customers who want to try a code-first, extensible approach with AgentCore.
CodeBuild is now the default deployment method. Use --local-build flag for local Docker builds.
CodeBuild is now the default deployment method. Use --local-build flag for local Docker builds.
# Old way (v0.1.2)
agentcore launch # Was local build
# New way (v0.1.3)
agentcore launch --local-build # For local build
agentcore launch # For cloud build (default)
pip install --upgrade bedrock-agentcore-starter-toolkit
--codebuild flag is no longer needed
--local-build flaguse_codebuild=True)
agentcore launch for cloud builds (default)agentcore launch --local-build for local Docker builds--auto-update-on-conflict flagFixed S3 bucket creation issue in us-east-1 (IAD) region for CodeBuild feature
pip install --upgrade bedrock-agentcore-starter-toolkit
LocationConstraint parameter for us-east-1 regionMulti-platform Docker build support via AWS CodeBuild
Multi-platform Docker build support via AWS CodeBuild (#1)
--codebuild flag for agentcore launch command enables ARM64 container buildsCodeBuildService class with ARM64-optimized build pipelineaws/codebuild/amazonlinux2-aarch64-standard:3.0 imageAutomatic IAM execution role creation (#2)
Auto-update on conflict for agent deployments (#3)
--auto-update-on-conflict flag for agentcore launch commandagentcore launch command to support both local Docker and CodeBuild workflowsClientError patterns instead of service-specific exceptionsClientError patternsInitial release of the Bedrock AgentCore Starter Toolkit.
Initial release of the Bedrock AgentCore Starter Toolkit.
configure, launch, invoke, status--local flagNothing published for this version
Your coding agent can read these notes before it upgrades. Set up the MCP server →