--- title: "agent-starter-pack vs notte" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/googlecloudplatform-agent-starter-pack-vs-nottelabs-notte" tools: ["googlecloudplatform-agent-starter-pack", "nottelabs-notte"] --- # agent-starter-pack vs notte *GraphCanon updated Sep 20, 2026* ## Verdict Pick agent-starter-pack if agent-starter-pack offers built-in CI/CD, evaluation tools, and observability for deploying generative AI agents on Google Cloud with Python; pick notte if notte is a Python framework for developing serverless web automation agents with reliable browser infrastructure support. It allows users to build and deploy automated processes directly on the web. [agent-starter-pack](http://goo.gle/agents-cli) reports 6.6k GitHub stars, 1.5k forks, and 49 open issues, last pushed Jul 21, 2026. [notte](https://www.notte.cc/) has 2.0k stars, 182 forks, and 16 open issues, last pushed Sep 19, 2026. Figures are from public GitHub metadata via [agent-starter-pack's repository](https://github.com/GoogleCloudPlatform/agent-starter-pack) and [notte's repository](https://github.com/nottelabs/notte). | | [agent-starter-pack](/tools/googlecloudplatform-agent-starter-pack.md) | [notte](/tools/nottelabs-notte.md) | | --- | --- | --- | | Tagline | Ship AI Agents to Google Cloud in minutes with built-in CI/CD, evaluation, and observability | Framework for building and deploying serverless web automation agents | | Stars | 6,558 | 2,003 | | Forks | 1,500 | 182 | | Open issues | 49 | 16 | | Language | Python | Python | | Adopt for | agent-starter-pack offers built-in CI/CD, evaluation tools, and observability for deploying generative AI agents on Google Cloud with Python. | notte is a Python framework for developing serverless web automation agents with reliable browser infrastructure support. It allows users to build and deploy automated processes directly on the web. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Other | | Categories | AI Agents, Evaluation & Observability | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agent-starter-pack](/tools/googlecloudplatform-agent-starter-pack.md) | [notte](/tools/nottelabs-notte.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Very active (96%) | | Days since push | 60d | 0d | | Open issues (now) | 49 | 16 | | Stars delta | +21 (30d) | +14 (30d) | | Open issues delta | 0 (30d) | +4 (30d) | | Full report | [trust report](/tools/googlecloudplatform-agent-starter-pack/trust.md) | [trust report](/tools/nottelabs-notte/trust.md) | ## Decision facts: agent-starter-pack - **Requirements:** Depends on Python 3.10+.; Requires the Google Cloud SDK for interacting with GCP services.; Terraform is needed for deployment purposes.; Make utility should be installed for development tasks. - **Adopt for:** agent-starter-pack offers built-in CI/CD, evaluation tools, and observability for deploying generative AI agents on Google Cloud with Python. ## Decision facts: notte - **Adopt for:** notte is a Python framework for developing serverless web automation agents with reliable browser infrastructure support. It allows users to build and deploy automated processes directly on the web. ## Choose when ### Choose agent-starter-pack if… - License: agent-starter-pack is Apache-2.0, notte is Other. - Requirements: Depends on Python 3.10+.; Requires the Google Cloud SDK for interacting with GCP services.; Terraform is needed for deployment purposes.; Make utility should be installed for development tasks.. - Tags unique to agent-starter-pack: agents, gcp, gemini, genai-agents. - Also covers Evaluation & Observability. - You are working with Google Cloud and wish to deploy generative AI agents quickly using production-ready templates that come with integrated CI/CD pipelines. ### Choose notte if… - License: notte is Other, agent-starter-pack is Apache-2.0. - Tags unique to notte: agent, ai, anthropic, automation. - - When you need a framework built specifically around serverless architecture for deploying web agents that can interact with the internet via modern browsers. ## When NOT to use agent-starter-pack - Your project is hosted on a cloud provider other than Google Cloud, as this tool is optimized for GCP services and uses Terraform specifically configured for deployment with it. - You do not need or want built-in CI/CD pipelines and evaluation tools, preferring to manage these components separately through different tools or self-configured setups. ## When NOT to use notte - - If your use case primarily involves on-premise or datacenter environments without the need for cloud-based serverless functions. - - When detailed control over lower-level system tasks beyond web interactions becomes necessary, as notte's focus is on automation within a browser context. ## Common questions ### What is the difference between agent-starter-pack and notte? agent-starter-pack: Ship AI Agents to Google Cloud in minutes with built-in CI/CD, evaluation, and observability. notte: Framework for building and deploying serverless web automation agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose agent-starter-pack over notte? Choose agent-starter-pack over notte when License: agent-starter-pack is Apache-2.0, notte is Other; Requirements: Depends on Python 3.10+.; Requires the Google Cloud SDK for interacting with GCP services.; Terraform is needed for deployment purposes.; Make utility should be installed for development tasks.; Tags unique to agent-starter-pack: agents, gcp, gemini, genai-agents; Also covers Evaluation & Observability; You are working with Google Cloud and wish to deploy generative AI agents quickly using production-ready templates that come with integrated CI/CD pipelines. ### When should I choose notte over agent-starter-pack? Choose notte over agent-starter-pack when License: notte is Other, agent-starter-pack is Apache-2.0; Tags unique to notte: agent, ai, anthropic, automation; - When you need a framework built specifically around serverless architecture for deploying web agents that can interact with the internet via modern browsers. ### When should I avoid agent-starter-pack? Your project is hosted on a cloud provider other than Google Cloud, as this tool is optimized for GCP services and uses Terraform specifically configured for deployment with it. You do not need or want built-in CI/CD pipelines and evaluation tools, preferring to manage these components separately through different tools or self-configured setups. ### When should I avoid notte? - If your use case primarily involves on-premise or datacenter environments without the need for cloud-based serverless functions. - When detailed control over lower-level system tasks beyond web interactions becomes necessary, as notte's focus is on automation within a browser context. ### Is agent-starter-pack or notte more popular on GitHub? agent-starter-pack has more GitHub stars (6,558 vs 2,003). Stars measure visibility, not whether either tool fits your constraints. ### Are agent-starter-pack and notte open source? Yes - both are open-source projects on GitHub (agent-starter-pack: Apache-2.0, notte: Other). ### Where can I find alternatives to agent-starter-pack or notte? GraphCanon lists graph-backed alternatives at [agent-starter-pack alternatives](/tools/googlecloudplatform-agent-starter-pack/alternatives) and [notte alternatives](/tools/nottelabs-notte/alternatives) ([agent-starter-pack markdown twin](/tools/googlecloudplatform-agent-starter-pack/alternatives.md), [notte markdown twin](/tools/nottelabs-notte/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/googlecloudplatform-agent-starter-pack-vs-nottelabs-notte.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agent-starter-pack or notte? agent-starter-pack: Steady. notte: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for agent-starter-pack and notte? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agent-starter-pack trust report](/tools/googlecloudplatform-agent-starter-pack/trust); [notte trust report](/tools/nottelabs-notte/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=googlecloudplatform-agent-starter-pack`](/api/graphcanon/graph?tool=googlecloudplatform-agent-starter-pack) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_