aws/agent-toolkit-for-aws

7363

querying-aws-redshift Official Enables Redshift system-table (SYS_*) log publishing to S3 Tables in Apache Iceberg format for both Provisioned clust…

aws/agent-toolkit-for-aws

2.3K

8051

agents-build Official Use to extend an existing agent project with memory, app integration, VPC, multi-agent, migration, model, browser, co…

aws/agent-toolkit-for-aws

2K

8171

agents-deploy Official Use when deploying your agent to AWS, or when a deploy has failed. Handles pre-flight validation, CDK/IAM/quota error…

aws/agent-toolkit-for-aws

1.9K

8203

agents-debug Official Use when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues. Reads t…

aws/agent-toolkit-for-aws

1.9K

8208

agents-connect Official Use when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Ceda…

aws/agent-toolkit-for-aws

1.9K

8244

agents-get-started Official Use when a developer wants to create a new agent project or get started with AgentCore. Handles framework selection, …

aws/agent-toolkit-for-aws

1.9K

8251

agents-optimize Official Use when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality g…

aws/agent-toolkit-for-aws

1.9K

8254

agents-harden Official Use when preparing your agent for production — IAM scoping, inbound auth (JWT, SigV4), secrets management, cold start…

aws/agent-toolkit-for-aws

1.9K

8511

amazon-ec2-image-builder Official Creates and automates custom image builds with EC2 Image Builder - Linux, Windows, and macOS AMIs, and container imag…

aws/agent-toolkit-for-aws

1.8K

8579

aws-secrets-manager Official Secret safety for AWS Secrets Manager, secret management, credentials, API keys, tokens, and passwords. Prevents AI a…

aws/agent-toolkit-for-aws

1.8K

9572

threat-modeling-with-aws-security-agent Official Run an AWS Security Agent threat model review on spec/design documents. Use when the user asks to review a spec for s…

aws/agent-toolkit-for-aws

1.5K

9630

chatting-with-aws-devops-agent Official Have a fast, conversational analysis with the AWS DevOps Agent. Use for cost optimization, architecture review, topol…

aws/agent-toolkit-for-aws

1.5K

9635

pentesting-with-aws-security-agent Official Run an AWS Security Agent penetration test against a live web application — registers and verifies the target domain,…

aws/agent-toolkit-for-aws

1.5K

9647

setup-devops-agent Official Setup and diagnostics for the AWS DevOps Agent MCP connection. Triggers when aws-devops-agent is missing from .mcp.js…

aws/agent-toolkit-for-aws

1.5K

9685

managing-amazon-kinesis-data-streams Official Operates Amazon Kinesis Data Streams (KDS). Covers streaming tables and Amazon S3 delivery - serverless, fully manage…

aws/agent-toolkit-for-aws

1.4K

9706

setup-security-agent Official Configure AWS Security Agent for the current workspace — provision or reuse an agent space, IAM service role, and S3 …

aws/agent-toolkit-for-aws

1.4K

17

setup Official Set up the AWS DevOps Agent and AWS Security Agent connections. Use when the user says "set up", "configure", "connec…

aws/agent-toolkit-for-aws

1.1K

18

scanning-with-aws-security-agent Official Run an AWS Security Agent scan on the workspace — uploads the source to AWS, scans it with the managed Security Agent…

aws/agent-toolkit-for-aws

1.1K

19

analyzing-release-readiness Official Trigger a pre-merge release readiness review on a GitHub PR, GitLab MR, or local branch. Use when the user wants to a…

aws/agent-toolkit-for-aws

1.1K

20

coordinating-multi-space-devops-agent Official Coordinate the AWS DevOps Agent across multiple AgentSpaces from one Claude Code session — route questions to the rig…

aws/agent-toolkit-for-aws

1.1K

21

diff-scanning-with-aws-security-agent Official Run a fast AWS Security Agent diff scan on only the changed code since a git ref. Use when the user asks to scan chan…

aws/agent-toolkit-for-aws

1.1K

22

investigating-incidents-with-aws-devops-agent Official Run a deep root-cause investigation on the AWS DevOps Agent. Use when the user describes an incident, alarm, outage, …

aws/agent-toolkit-for-aws

1.1K

23

remediating-with-aws-security-agent Official Pull AWS Security Agent findings (penetration tests and code reviews) and drive remediation. Use this whenever the us…

aws/agent-toolkit-for-aws

1.1K

24

running-release-tests Official Run automated release testing (UI or API) via the AWS DevOps Agent using a pre-configured test profile. Use when the …

aws/agent-toolkit-for-aws

1.1K

25

networkfirewall Configures AWS Network Firewall, the managed stateful VPC firewall: deploying a firewall and routing traffic through …

aws/agent-toolkit-for-aws

683

26

agents-pay Official Use when THIS agent needs to pay for x402-protected content at runtime: hitting a paywall mid-task, settling it via A…

aws/agent-toolkit-for-aws

478

27

amazon-workspaces-agent-access Official Connects AI agents to remote Windows desktop applications on Amazon WorkSpaces Applications (AppStream 2.0) through t…

aws/agent-toolkit-for-aws

180

28

aws-sms-voice Official Onboards RCS Business Messaging and Notify OTP via the pinpoint-sms-voice-v2 AWS CLI. Covers creating a branded RCS t…

aws/agent-toolkit-for-aws

70

29

aws-well-architected-review Official Performs a full AWS Well-Architected Framework review evaluating every framework question across all pillars discover…

aws/agent-toolkit-for-aws

40

30

aws-lambda-web-functions Official Creates and deploys Node.js HTTP web applications on AWS Lambda Web Functions. Guides users through building web apps…

aws/agent-toolkit-for-aws

36

31

setting-up-cloudwatch-observability Official Sets up CloudWatch observability for the first time - Omni (CloudWatch Application Observability) and classic CloudWa…

aws/agent-toolkit-for-aws

35

32

amazon-eventbridge-event-bus Official Builds, runs, debugs, and operates event-driven applications using EventBridge Event Bus - a managed, centrally gover…

aws/agent-toolkit-for-aws

31

33

authoring-mwaa-workflow Official Authors and deploys MWAA workflow artifacts: Python Airflow DAGs for provisioned environments or YAML workflow files …

aws/agent-toolkit-for-aws

31

34

aws-fault-injection-service Official Plans, builds, runs, and analyzes fault injection experiments with AWS Fault Injection Service (AWS FIS) to validate …

aws/agent-toolkit-for-aws

31

35

debugging-mwaa-workflow Official Diagnoses and root-causes Amazon MWAA workflow failures across Provisioned (Python DAG) and Serverless (YAML workflow…

aws/agent-toolkit-for-aws

31

36

aws-marketplace-metering Official Deploys, queries, and debugs AWS Marketplace usage-based (PAYG) metering — the pipeline (ResolveCustomer, BatchMeterU…

aws/agent-toolkit-for-aws

30

37

testing-mwaa-workflow Official Tests Amazon MWAA workflow execution end-to-end: trigger a run and monitor it to completion for Provisioned (Python D…

aws/agent-toolkit-for-aws

30

38

upgrading-mwaa-environments Official Upgrades an MWAA environment to a newer Airflow version — within 2.x, within 3.x, or across the 2.x-to-3.x boundary. …

aws/agent-toolkit-for-aws

30

39

amazon-neptune Official Provides authoritative guidance on Amazon Neptune Database and Neptune Analytics for graph, knowledge-graph, and rela…

aws/agent-toolkit-for-aws

29

40

agent-advisor Official Entry point for AI-agent work on AWS: pick a runtime, plan a migration for existing workloads, and build an executabl…

aws/agent-toolkit-for-aws

10

41

azure-to-aws Official Migrate workloads from Microsoft Azure to AWS. Triggers on: migrate from Azure, Azure to AWS, move off Azure, migrate…

aws/agent-toolkit-for-aws

10

42

gcp-to-aws Official Migrate workloads from Google Cloud Platform to AWS — plus AI and agentic workloads from any provider. Triggers on: m…

aws/agent-toolkit-for-aws

10

43

heroku-to-aws Official Migrate workloads from Heroku to AWS. Triggers on: migrate from Heroku, Heroku to AWS, move off Heroku, migrate Herok…

aws/agent-toolkit-for-aws

10

44

llm-to-bedrock Official Use when the user wants to migrate code that calls OpenAI, Gemini/Google AI, or the Anthropic API to Amazon Bedrock —…

aws/agent-toolkit-for-aws

10

45

operate-on-aws Official Operate a live AWS workload with AWS DevOps Agent — incident investigation, root-cause analysis, and release-readines…

aws/agent-toolkit-for-aws

10

46

architect-for-startups Official Startup-tailored AWS architecture advice for non-agent workloads, adjusted to the company's stage (pre-revenue throug…

aws/agent-toolkit-for-aws

9

47

contextual-offers-for-startups Official Surfaces a single, genuinely relevant AWS Activate partner offer as optional context AFTER another AWS Startup Adviso…

aws/agent-toolkit-for-aws

9

48

knowledge-base-for-startups Official AWS Startups reference content — Activate FAQ, credits guide, programs, partner offers, sample architectures, and hun…

aws/agent-toolkit-for-aws

9

49

prompt-library-for-startups Official AWS-curated copy-paste prompts for AI coding agents (MVP scaffolding, RAG chatbot with Claude on Bedrock, security ba…

aws/agent-toolkit-for-aws

9

50

start-building-for-startups Official Interactive discovery + implementation workflow that gathers requirements through picker-based questions (intent, sco…

aws/agent-toolkit-for-aws

9