GStars
    aws

    aws/agent-toolkit-for-aws

    #427 this week

    Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS

    backend
    Python
    Apache-2.0
    2.9K stars
    370 forks
    2.9K GitHub watchers
    Updated Oct 14, 2026
    View on GitHub

    Build with Backblaze B2

    SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.

    Explore Backblaze Labs

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    Ranks #111 among Backend repositories tracked this week, and #111 over the last 30 days; #427 of 2,794 repositories GStars tracks this week (top 15%).

    The project lists 115 contributors on GitHub.

    Use Cases & Benefits

    • Provides AWS-supported MCP servers, skills, and plugins to enable AI coding agents to build, deploy, and manage applications on AWS.
    • Offers comprehensive AWS API coverage with sandboxed script execution, real-time documentation access, and enterprise controls for secure and auditable agent operations.
    • Use for integrating AI coding agents like Claude Code or Codex to automate AWS infrastructure provisioning and deployment workflows.
    • Use for building AI agents that leverage Amazon Bedrock and AgentCore to create intelligent applications on AWS.
    • Use for automating DevSecOps tasks such as incident investigation, code review, vulnerability scanning, and penetration testing using AWS DevOps and Security Agents.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    Apache 2.0

    Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.

    Community files

    • README: present
    • Contributing guide: present
    • Code of conduct: present

    Watch-outs

    • No GitHub releases; pin a commit or tag instead of a release.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    Help AI coding agents build, deploy, and manage applications on AWS.

    The Agent Toolkit for AWS gives AI coding agents the tools, knowledge, and guardrails they need to work with AWS services. It works with the coding agents developers already use — including Claude Code, Codex, Cursor, and Kiro.

    The plugins are available on the official Anthropic marketplace (claude-plugins-official) which is added to your Claude Code installation by default. Use the following commands to install supported plugins from the toolkit:

    For aws-core that covers service selection, CDK/CloudFormation, serverless, containers, storage, observability, billing, SDK usage, and deployment:

    Tip: If you get Plugin not found, update your local marketplace index first:

    /plugin marketplace update claude-plugins-official

    For aws-agents that covers building AI agents on AWS with Amazon Bedrock and AgentCore:

    For aws-data-analytics that covers data lake, analytics, and ETL workflows with S3 Tables, AWS Glue, and Athena:

    For aws-agents-for-devsecops used to investigate incidents, review code and execute UAT for release readiness, scan code for vulnerabilities, and run penetration tests with AWS DevOps Agent and AWS Security Agent.

    Excerpt from the aws/agent-toolkit-for-aws README on GitHub (Apache-2.0 license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Jul 18: +17Jul 19: +20Jul 20: +28Jul 21: +25Jul 22: +32Jul 23: +26Jul 24: +8Aug 6: +25Aug 7: +8

    +939 stars over 90 days across 16 snapshot days; best day +32 on Jul 22.

    Forks

    370+195

    Open issues

    59+48

    Compared with peers in Backend

    Fastest-growing repositories GStars tracks in this cohort for the week of Oct 18, by 7-day star growth

    View category →
    aws/agent-toolkit-for-aws compared with Backend repositories by stars, 7-day star growth, health score and last release
    RepositoryStars+7dHealthLast release
    anthropics/claude-plugins-official43.9K+5.6K35—
    NationalSecurityAgency/ghidra93.2K+4.9K75today
    K-Dense-AI/scientific-agent-skills53.9K+4.0K7521 days ago
    akitaonrails/ai-memory12.8K+3.3K40today
    shiyu-coder/Kronos43.2K+2.4K75—
    aws/agent-toolkit-for-aws2.9K+075—
    Category median43.9K+4.0K75—
    Compare agent-toolkit-for-aws with claude-plugins-official, ghidra, scientific-agent-skills →

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