Comparison
agent-protocol vs atomic-agent
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 atomic-agent if atomic-agent is a local-first AI agent designed to run optimized AI models privately on personal devices with features including long context windows and proper tool calls.
Markdown twin · agent-protocol alternatives · atomic-agent alternatives
GraphCanon updated Sep 20, 2026
8views this month
vs
Trust & integrity
| Signal | agent-protocol | atomic-agent |
|---|---|---|
| Maintenance | Dormant (515d since push) As of Sep 5, 2026 · github_public_v1 | Very active (2d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 5, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings 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-protocol
- Common interface for AI agents
- atomic-agent
- Local First Ai Agent for private device execution with optimized local AI models and long context window
Stars
- agent-protocol
- 1.5k
- atomic-agent
- 2.5k
Forks
- agent-protocol
- 186
- atomic-agent
- 246
Open issues
- agent-protocol
- 49
- atomic-agent
- 36
Language
- agent-protocol
- Python
- atomic-agent
- TypeScript
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.
- atomic-agent
- atomic-agent is a local-first AI agent designed to run optimized AI models privately on personal devices with features including long context windows and proper tool calls.
Persona
- agent-protocol
- -
- atomic-agent
- -
Runtime
- agent-protocol
- -
- atomic-agent
- -
License
- agent-protocol
- MIT
- atomic-agent
- MIT
Last pushed
- agent-protocol
- Apr 8, 2025
- atomic-agent
- Sep 17, 2026
Categories
- agent-protocol
- AI Agents
- atomic-agent
- AI Agents
Trust and health
Maintenance
- agent-protocol
- Dormant (18%)
- atomic-agent
- Very active (96%)
Days since push
- agent-protocol
- 515d
- atomic-agent
- 2d
Open issues (now)
- agent-protocol
- 49
- atomic-agent
- 36
Stars delta
- agent-protocol
- -4 (30d)
- atomic-agent
- +825 (30d)
Open issues delta
- agent-protocol
- -1 (30d)
- atomic-agent
- +13 (30d)
OSV dependency advisories
- agent-protocol
- Published findings
- atomic-agent
- No lockfile (source not queried)
Full report
- agent-protocol
- Trust report
- atomic-agent
- Trust report
Choose agent-protocol if…
- agent-protocol is primarily Python; atomic-agent is TypeScript.
- Tags unique to agent-protocol: api, auto-gpt, gpt-4, javascript.
- 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 atomic-agent if…
- atomic-agent is primarily TypeScript; agent-protocol is Python.
- Tags unique to atomic-agent: browser-automation, cli, gguf, hermes-agent.
- atomic-agent ships an MCP server manifest.
- When you require an AI agent that prioritizes privacy by running exclusively on your device
When NOT to use atomic-agent
- In scenarios where cloud-based services are mandatory for compliance or security reasons
- If your use case demands real-time updates and data sharing capabilities across devices, atomic-agent's local-first approach may be a limitation
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 Sep 20, 2026
- GitHub forks (agi-inc/agent-protocol) · observed Sep 20, 2026
- Last push (agi-inc/agent-protocol) · observed Apr 8, 2025
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (AtomicBot-ai/atomic-agent) · observed Sep 20, 2026
- GitHub forks (AtomicBot-ai/atomic-agent) · observed Sep 20, 2026
- Last push (AtomicBot-ai/atomic-agent) · observed Sep 17, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Sep 20, 2026
GitHub stars on cards: agent-protocol 1.5k · atomic-agent 2.5k (synced Sep 20, 2026).
Common questions
- What is the difference between agent-protocol and atomic-agent?
- agent-protocol: Common interface for AI agents. atomic-agent: Local First Ai Agent for private device execution with optimized local AI models and long context window. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-protocol over atomic-agent?
- Choose agent-protocol over atomic-agent when agent-protocol is primarily Python; atomic-agent is TypeScript; Tags unique to agent-protocol: api, auto-gpt, gpt-4, javascript; When you want to ensure interoperability between different AI agents irrespective of the frameworks used by them.
- When should I choose atomic-agent over agent-protocol?
- Choose atomic-agent over agent-protocol when atomic-agent is primarily TypeScript; agent-protocol is Python; Tags unique to atomic-agent: browser-automation, cli, gguf, hermes-agent; atomic-agent ships an MCP server manifest; When you require an AI agent that prioritizes privacy by running exclusively on your device.
- 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 atomic-agent?
- In scenarios where cloud-based services are mandatory for compliance or security reasons If your use case demands real-time updates and data sharing capabilities across devices, atomic-agent's local-first approach may be a limitation
- Is agent-protocol or atomic-agent more popular on GitHub?
- atomic-agent has more GitHub stars (2,523 vs 1,454). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-protocol and atomic-agent open source?
- Yes - both are open-source projects on GitHub (agent-protocol: MIT, atomic-agent: MIT).
- Where can I find alternatives to agent-protocol or atomic-agent?
- GraphCanon lists graph-backed alternatives at agent-protocol alternatives and atomic-agent alternatives (agent-protocol markdown twin, atomic-agent 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 atomic-agent?
- agent-protocol: Dormant. atomic-agent: 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-protocol and atomic-agent?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-protocol trust report; atomic-agent trust report.