Comparison
agent-protocol vs agent-starter-pack
Verdict
Pick agent-protocol if agent-protocol provides a standardized interface for interacting with various AI agents regardless of their underlying tech stack, aiming to ease development, deployment, and benchmarking; 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.
Markdown twin · agent-protocol alternatives · agent-starter-pack alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | agent-protocol | agent-starter-pack |
|---|---|---|
| Maintenance | Dormant (484d since push) As of 2w · github_public_v1 | Active (29d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Organization account As of 1d · github_public_v1 |
| OSV dependency advisories | Published findings As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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-protocol
- Common interface for AI agents
- agent-starter-pack
- Ship AI Agents to Google Cloud in minutes with built-in CI/CD, evaluation, and observability
Stars
- agent-protocol
- 1.5k
- agent-starter-pack
- 6.5k
Forks
- agent-protocol
- 185
- agent-starter-pack
- 1.5k
Open issues
- agent-protocol
- 50
- agent-starter-pack
- 49
Language
- agent-protocol
- Python
- agent-starter-pack
- Python
Adopt for
- agent-protocol
- agent-protocol provides a standardized interface for interacting with various AI agents regardless of their underlying tech stack, aiming to ease development, deployment, and benchmarking.
- 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.
Persona
- agent-protocol
- -
- agent-starter-pack
- -
Runtime
- agent-protocol
- -
- agent-starter-pack
- -
License
- agent-protocol
- MIT
- agent-starter-pack
- Apache-2.0
Last pushed
- agent-protocol
- Apr 8, 2025
- agent-starter-pack
- Jul 21, 2026
Categories
- agent-protocol
- AI Agents
- agent-starter-pack
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- agent-protocol
- Dormant (18%)
- agent-starter-pack
- Active (82%)
Days since push
- agent-protocol
- 484d
- agent-starter-pack
- 29d
Open issues (now)
- agent-protocol
- 50
- agent-starter-pack
- 49
Stars delta
- agent-protocol
- Unknown
- agent-starter-pack
- +18 (30d)
Open issues delta
- agent-protocol
- Unknown
- agent-starter-pack
- +1 (30d)
OSV dependency advisories
- agent-protocol
- Published findings
- agent-starter-pack
- No lockfile (source not queried)
Full report
- agent-protocol
- Trust report
- agent-starter-pack
- Trust report
Choose agent-protocol if…
- License: agent-protocol is MIT, agent-starter-pack is Apache-2.0.
- Tags unique to agent-protocol: ai-agent, api, auto-gpt, gpt-4.
- When you want to ensure interoperability between different AI agents irrespective of the frameworks used by them.
When NOT to use agent-protocol
- If you are developing an isolated system with no intention to communicate or integrate with other AI agents outside this scope.
- When working in environments where specific, proprietary interfaces provide significantly better performance or features than adhering to a generic protocol could offer.
Choose agent-starter-pack if…
- License: agent-starter-pack is Apache-2.0, agent-protocol 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: gcp, gemini, genai-agents, generative-ai.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (agi-inc/agent-protocol) · observed Aug 6, 2026
- GitHub forks (agi-inc/agent-protocol) · observed Aug 6, 2026
- Last push (agi-inc/agent-protocol) · observed Apr 8, 2025
- License file (MIT) · observed Aug 6, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (GoogleCloudPlatform/agent-starter-pack) · observed Aug 20, 2026
- GitHub forks (GoogleCloudPlatform/agent-starter-pack) · observed Aug 20, 2026
- Last push (GoogleCloudPlatform/agent-starter-pack) · observed Jul 21, 2026
- License file (Apache-2.0) · observed Aug 20, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agent-protocol 1.5k · agent-starter-pack 6.5k (synced Aug 6, 2026).
Common questions
- What is the difference between agent-protocol and agent-starter-pack?
- agent-protocol: Common interface for AI agents. agent-starter-pack: Ship AI Agents to Google Cloud in minutes with built-in CI/CD, evaluation, and observability. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-protocol over agent-starter-pack?
- Choose agent-protocol over agent-starter-pack when License: agent-protocol is MIT, agent-starter-pack is Apache-2.0; Tags unique to agent-protocol: ai-agent, api, auto-gpt, gpt-4; When you want to ensure interoperability between different AI agents irrespective of the frameworks used by them.
- When should I choose agent-starter-pack over agent-protocol?
- Choose agent-starter-pack over agent-protocol when License: agent-starter-pack is Apache-2.0, agent-protocol 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: gcp, gemini, genai-agents, generative-ai; 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 avoid agent-protocol?
- If you are developing an isolated system with no intention to communicate or integrate with other AI agents outside this scope. When working in environments where specific, proprietary interfaces provide significantly better performance or features than adhering to a generic protocol could offer.
- 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.
- Is agent-protocol or agent-starter-pack more popular on GitHub?
- agent-starter-pack has more GitHub stars (6,537 vs 1,458). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-protocol and agent-starter-pack open source?
- Yes - both are open-source projects on GitHub (agent-protocol: MIT, agent-starter-pack: Apache-2.0).
- Where can I find alternatives to agent-protocol or agent-starter-pack?
- GraphCanon lists graph-backed alternatives at agent-protocol alternatives and agent-starter-pack alternatives (agent-protocol markdown twin, agent-starter-pack 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-protocol or agent-starter-pack?
- agent-protocol: Dormant. agent-starter-pack: 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-protocol and agent-starter-pack?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-protocol trust report; agent-starter-pack trust report.