Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and observability.
| Date | Stars |
|---|---|
| 2026-07-24 | 6521 |
| 2026-07-25 | 6526 |
| 2026-07-28 | 6526 |
| 2026-07-30 | 6526 |
| 2026-07-31 | 6529 |
| 2026-08-06 | 6529 |
Today
— stars today
This week
+3 stars this week
This month
— stars this month
Momentum
8.0
growth rate 0.05%/day
# 🚀 Agent Starter Pack
 [](https://youtu.be/jHt-ZVD660g) [](https://googlecloudplatform.github.io/agent-starter-pack/) <a href="https://studio.firebase.google.com/new?template=https%3A%2F%2Fgithub.com%2FGoogleCloudPlatform%2Fagent-starter-pack%2Ftree%2Fmain%2Fagent_starter_pack%2Fresources%2Fidx">
<picture>
<source
media="(prefers-color-scheme: dark)"
srcset="https://cdn.firebasestudio.dev/btn/try_light_20.svg">
<source
media="(prefers-color-scheme: light)"
srcset="https://cdn.firebasestudio.dev/btn/try_dark_20.svg">
<img
height="20"
alt="Try in Firebase Studio"
src="https://cdn.firebasestudio.dev/btn/try_blue_20.svg">
</picture>
</a> [](https://shell.cloud.google.com/cloudshell/editor?cloudshell_git_repo=https%3A%2F%2Fgithub.com%2Feliasecchig%2Fasp-open-in-cloud-shell&cloudshell_print=open-in-cs) 
> ## ⚠️ Agent Starter Pack is in maintenance mode — switch to `agents-cli`
>
> **Active development has moved to [`agents-cli`](https://github.com/google/agents-cli)**, the next evolution of Agent Starter Pack. ASP will continue to receive critical fixes only — **no new features, no new templates, no new deployment targets.** New projects should start with `agents-cli`; existing projects should migrate.
>
> ```bash
> uvx google-agents-cli setup
> ```
>
> **Migration takes minutes** — your agent code, tests, Terraform, and CI/CD carry over with no rewrites.
>
> **What you gain:**
> - 🛠️ **Unified CLI** in place of the Makefile — `run`, `deploy`, `eval run`, `eval compare`, `playground`, `lint`, and more
> - 🧠 **Bundled coding-agent skills** that turn Claude Code, Gemini CLI, or Codex into an ADK expert
> - 🔁 **End-to-end lifecycle tooling**: scaffold → eval → deploy → publish → observe
> - ☁️ **First-class support** for Google Cloud's Agent Platform
>
> **→ [Migration guide](https://google.github.io/agents-cli/reference/from-agent-starter-pack/)** • [Get started](https://google.github.io/agents-cli/) • [Docs](https://google.github.io/agents-cli/) • [GitHub](https://github.com/google/agents-cli) • [PyPI](https://pypi.org/project/google-agents-cli/)
---
A Python package that provides **production-ready templates** for GenAI agents on Google Cloud.
Focus on your agent logic—the starter pack provides everything else: infrastructure, CI/CD, observability, and security.
| ⚡️ Launch | 🧪 Experiment | ✅ Deploy | 🛠️ Customize |
|---|---|---|---|
| [Pre-built agent templates](./agent_starter_pack/agents/) (ReAct, RAG, multi-agent, Live API). | [Vertex AI evaluation](https://cloud.google.com/vertex-ai/generative-ai/docs/models/evaluation-overview) and an interactive playground. | Production-ready infra with [monitoring, observability](https://googlecloudplatform.github.io/agent-starter-pack/guide/observability), and [CI/CD](https://googlecloudplatform.github.io/agent-starter-pack/guide/deployment) on [Cloud Run](https://cloud.google.com/run) or [Agent Engine](https://cloud.google.com/vertex-ai/generative-ai/docs/agent-engine/overview). | Extend and customize templates according to your needs. 🆕 Now integrating with [Gemini CLI](https://github.com/google-gemini/gemini-cli) |
---
## ⚡ Get Started in 1 Minute
**From zero to production-ready agent in 60 seconds using [`uv`](https://docs.astral.sh/uv/getting-started/installation/):**
```bash
uvx agent-starter-pack create
```
<details>
<summary> ✨ Alternative: Using pip</summary>
If you don't have [`uv`](https://github.com/astral-sh/uv) installed, you can use pip:
```bash
# Create and activate a Python vExcerpt of 11,971 characters
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:22e4871b84e1e0ee, topic:mlops, topic:llmops
matched fp:22e4871b84e1e0ee, topic:observability, desc:observability, readme:observability
matched fp:22e4871b84e1e0ee, topic:agents, desc:ai agents, readme:multi-agent