Comparison
agent-starter-pack vs notte
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.
Markdown twin · agent-starter-pack alternatives · notte alternatives
GraphCanon updated Sep 20, 2026
9views this month
vs
Trust & integrity
| Signal | agent-starter-pack | notte |
|---|---|---|
| Maintenance | Steady (60d since push) As of Sep 20, 2026 · github_public_v1 | Very active (0d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- 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
Stars
- agent-starter-pack
- 6.6k
- notte
- 2.0k
Forks
- agent-starter-pack
- 1.5k
- notte
- 182
Open issues
- agent-starter-pack
- 49
- notte
- 16
Language
- agent-starter-pack
- Python
- notte
- Python
Adopt for
- agent-starter-pack
- agent-starter-pack offers built-in CI/CD, evaluation tools, and observability for deploying generative AI agents on Google Cloud with Python.
- notte
- 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
- agent-starter-pack
- -
- notte
- -
Runtime
- agent-starter-pack
- -
- notte
- -
License
- agent-starter-pack
- Apache-2.0
- notte
- Other
Last pushed
- agent-starter-pack
- Jul 21, 2026
- notte
- Sep 19, 2026
Categories
- agent-starter-pack
- AI Agents, Evaluation & Observability
- notte
- AI Agents
Trust and health
Maintenance
- agent-starter-pack
- Steady (60%)
- notte
- Very active (96%)
Days since push
- agent-starter-pack
- 60d
- notte
- 0d
Open issues (now)
- agent-starter-pack
- 49
- notte
- 16
Stars delta
- agent-starter-pack
- +21 (30d)
- notte
- +14 (30d)
Open issues delta
- agent-starter-pack
- 0 (30d)
- notte
- +4 (30d)
Full report
- agent-starter-pack
- Trust report
- notte
- Trust report
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.
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.
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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (GoogleCloudPlatform/agent-starter-pack) · observed Sep 20, 2026
- GitHub forks (GoogleCloudPlatform/agent-starter-pack) · observed Sep 20, 2026
- Last push (GoogleCloudPlatform/agent-starter-pack) · observed Jul 21, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (nottelabs/notte) · observed Sep 20, 2026
- GitHub forks (nottelabs/notte) · observed Sep 20, 2026
- Last push (nottelabs/notte) · observed Sep 19, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: agent-starter-pack 6.6k · notte 2.0k (synced Sep 20, 2026).
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 and notte alternatives (agent-starter-pack markdown twin, notte markdown twin), 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 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; notte trust report.