GoogleCloudPlatform/agent-starter-pack

Health v2 · maintenance only

Adoption not part of the score

6545 stars · 1502 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A Python package from Google Cloud Platform that provides production-ready templates for building and deploying GenAI agents on Google Cloud, with built-in CI/CD, evaluation, and observability. It is now in maintenance mode, with active development moved to the successor project agents-cli.

Use cases

• scaffold a production-ready AI agent on Google Cloud
• deploy a RAG or ReAct agent to GCP with CI/CD
• set up Vertex AI evaluation for my LLM agent
• add observability and monitoring to a GenAI agent
• bootstrap a multi-agent application with Terraform and deployment pipelines
• ship a Gemini-powered chatbot to production quickly

When to choose

• you are maintaining an existing project already built with Agent Starter Pack
• you need critical fixes only and want the stable, documented GCP agent templates
• you want a battle-tested scaffold with Terraform, CI/CD, and Vertex AI evaluation out of the box

When to avoid

• you are starting a new project - use the successor agents-cli instead
• you need new templates, features, or deployment targets, since none will be added
• you deploy outside Google Cloud, as the templates are GCP-centric

Facets

framework · maturity maintenance

agent-framework llm-inference rag ci-cd monitoring deployment infrastructure-as-code cli large-language-models artificial-intelligence cloud-computing python cloud cli gemini vertex-ai llmops genai-agents google-cloud templates observability scaffolding superseded-by-agents-cli ai-agents devops retrieval-augmented-generation docker

Member repositories

For agents

markdown · JSON · MCP: product_card(name="GoogleCloudPlatform/agent-starter-pack")