--- title: "agent-starter-pack vs manifest" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/googlecloudplatform-agent-starter-pack-vs-mnfst-manifest" tools: ["googlecloudplatform-agent-starter-pack", "mnfst-manifest"] --- # agent-starter-pack vs manifest *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 manifest if manifest is a TypeScript framework under MIT license that enables integration of AI agents across various providers, with an emphasis on observability and tracking mechanisms such as token and cost-tracking. [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. [manifest](https://manifest.build) has 7.5k stars, 508 forks, and 110 open issues, last pushed Sep 10, 2026. Figures are from public GitHub metadata via [agent-starter-pack's repository](https://github.com/GoogleCloudPlatform/agent-starter-pack) and [manifest's repository](https://github.com/mnfst/manifest). | | [agent-starter-pack](/tools/googlecloudplatform-agent-starter-pack.md) | [manifest](/tools/mnfst-manifest.md) | | --- | --- | --- | | Tagline | Ship AI Agents to Google Cloud in minutes with built-in CI/CD, evaluation, and observability | Connect Your Agents And Harnesses With Any Provider | | Stars | 6,558 | 7,514 | | Forks | 1,500 | 508 | | Open issues | 49 | 110 | | Language | Python | TypeScript | | Adopt for | agent-starter-pack offers built-in CI/CD, evaluation tools, and observability for deploying generative AI agents on Google Cloud with Python. | Manifest is a TypeScript framework under MIT license that enables integration of AI agents across various providers, with an emphasis on observability and tracking mechanisms such as token and cost-tracking. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | AI Agents, Evaluation & Observability | AI Agents, Evaluation & Observability | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agent-starter-pack](/tools/googlecloudplatform-agent-starter-pack.md) | [manifest](/tools/mnfst-manifest.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Very active (96%) | | Days since push | 60d | 0d | | Open issues (now) | 49 | 110 | | Stars delta | +21 (30d) | +100 (30d) | | Open issues delta | 0 (30d) | +1 (30d) | | Full report | [trust report](/tools/googlecloudplatform-agent-starter-pack/trust.md) | [trust report](/tools/mnfst-manifest/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: manifest - **Adopt for:** Manifest is a TypeScript framework under MIT license that enables integration of AI agents across various providers, with an emphasis on observability and tracking mechanisms such as token and cost-tracking. ## Choose when ### Choose agent-starter-pack if… - agent-starter-pack is primarily Python; manifest is TypeScript. - License: agent-starter-pack is Apache-2.0, manifest is MIT. - 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. - 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 manifest if… - manifest is primarily TypeScript; agent-starter-pack is Python. - License: manifest is MIT, agent-starter-pack is Apache-2.0. - Tags unique to manifest: ai-agents, llm-observability. - When you need to establish connections between multiple AI providers without altering the core functionality or architecture of your existing systems. ## 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 manifest - If your project strictly requires use cases with non-TypeScript languages, as this would necessitate additional integration work. - When you require a mature framework; given Manifest's beta status, it might not be the best choice for production environments sensitive to potential bugs or incomplete features. ## Common questions ### What is the difference between agent-starter-pack and manifest? agent-starter-pack: Ship AI Agents to Google Cloud in minutes with built-in CI/CD, evaluation, and observability. manifest: Connect Your Agents And Harnesses With Any Provider. See the comparison table for live GitHub stats and shared categories. ### When should I choose agent-starter-pack over manifest? Choose agent-starter-pack over manifest when agent-starter-pack is primarily Python; manifest is TypeScript; License: agent-starter-pack is Apache-2.0, manifest is MIT; 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; 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 manifest over agent-starter-pack? Choose manifest over agent-starter-pack when manifest is primarily TypeScript; agent-starter-pack is Python; License: manifest is MIT, agent-starter-pack is Apache-2.0; Tags unique to manifest: ai-agents, llm-observability; When you need to establish connections between multiple AI providers without altering the core functionality or architecture of your existing systems. ### 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 manifest? If your project strictly requires use cases with non-TypeScript languages, as this would necessitate additional integration work. When you require a mature framework; given Manifest's beta status, it might not be the best choice for production environments sensitive to potential bugs or incomplete features. ### Is agent-starter-pack or manifest more popular on GitHub? manifest has more GitHub stars (7,514 vs 6,558). Stars measure visibility, not whether either tool fits your constraints. ### Are agent-starter-pack and manifest open source? Yes - both are open-source projects on GitHub (agent-starter-pack: Apache-2.0, manifest: MIT). ### Where can I find alternatives to agent-starter-pack or manifest? GraphCanon lists graph-backed alternatives at [agent-starter-pack alternatives](/tools/googlecloudplatform-agent-starter-pack/alternatives) and [manifest alternatives](/tools/mnfst-manifest/alternatives) ([agent-starter-pack markdown twin](/tools/googlecloudplatform-agent-starter-pack/alternatives.md), [manifest markdown twin](/tools/mnfst-manifest/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-mnfst-manifest.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 manifest? agent-starter-pack: Steady. manifest: 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 manifest? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agent-starter-pack trust report](/tools/googlecloudplatform-agent-starter-pack/trust); [manifest trust report](/tools/mnfst-manifest/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/_