--- title: "swarmclaw vs Athena-Public" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/swarmclawai-swarmclaw-vs-winstonkoh87-athena-public" tools: ["swarmclawai-swarmclaw", "winstonkoh87-athena-public"] --- # swarmclaw vs Athena-Public *GraphCanon updated Aug 23, 2026* ## Verdict Pick swarmclaw if swarmClaw is a versatile open-source AI agent runtime designed for running autonomous agent swarms across multiple LLM providers; pick Athena-Public if persistent memory & governed autonomy for AI Agents, built in Python. [swarmclaw](https://www.swarmclaw.ai) reports 630 GitHub stars, 134 forks, and 13 open issues, last pushed Jun 30, 2026. [Athena-Public](https://winstonkoh87.com/athena/) has 584 stars, 77 forks, and 0 open issues, last pushed Aug 23, 2026. Figures are from public GitHub metadata via [swarmclaw's repository](https://github.com/swarmclawai/swarmclaw) and [Athena-Public's repository](https://github.com/winstonkoh87/Athena-Public). | | [swarmclaw](/tools/swarmclawai-swarmclaw.md) | [Athena-Public](/tools/winstonkoh87-athena-public.md) | | --- | --- | --- | | Tagline | Open-source self-hosted AI agent runtime and multi-agent framework | The Linux OS for AI Agents | | Stars | 630 | 584 | | Forks | 134 | 77 | | Open issues | 13 | 0 | | Language | TypeScript | Python | | Adopt for | SwarmClaw is a versatile open-source AI agent runtime designed for running autonomous agent swarms across multiple LLM providers. | Persistent memory & governed autonomy for AI Agents, built in Python. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [swarmclaw](/tools/swarmclawai-swarmclaw.md) | [Athena-Public](/tools/winstonkoh87-athena-public.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Very active (96%) | | Days since push | 32d | 0d | | Open issues (now) | 13 | 0 | | Stars delta | Unknown | +41 (30d) | | Open issues delta | Unknown | 0 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/swarmclawai-swarmclaw/trust.md) | [trust report](/tools/winstonkoh87-athena-public/trust.md) | ## Decision facts: swarmclaw - **Adopt for:** SwarmClaw is a versatile open-source AI agent runtime designed for running autonomous agent swarms across multiple LLM providers. ## Decision facts: Athena-Public - **Adopt for:** Persistent memory & governed autonomy for AI Agents, built in Python. ## Choose when ### Choose swarmclaw if… - swarmclaw is primarily TypeScript; Athena-Public is Python. - Tags unique to swarmclaw: agent-framework, agent-memory, agent-runtime, agent-swarm. - swarmclaw ships Docker support for self-hosted deployment. - swarmclaw ships an MCP server manifest. - - You are working with or planning to integrate more than 23 supported language models (like Claude, GPT, Gemini), and require flexibility in choosing your model provider. ### Choose Athena-Public if… - Athena-Public is primarily Python; swarmclaw is TypeScript. - Tags unique to Athena-Public: ai-agents, chatgpt, framework, google-antigravity. - Also covers Developer Tools. - When you need persistent memory and structured reasoning capabilities that enhance any LLM used as an AI agent or assistant. ## When NOT to use swarmclaw - - If you are already deeply invested in proprietary solutions that aren't compatible with the ecosystem supported by SwarmClaw, such as specific enterprise integrations. - - When your use case strictly requires real-time high-volume data processing and SwarmClaw’s current capabilities might pose limitations due to performance or scalability concerns. ## When NOT to use Athena-Public - If your project requires a platform with extensive pre-built integrations beyond mere memory management for LLMs, Athena-Public may not offer sufficient out-of-the-box integration support. ## Common questions ### What is the difference between swarmclaw and Athena-Public? swarmclaw: Open-source self-hosted AI agent runtime and multi-agent framework. Athena-Public: The Linux OS for AI Agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose swarmclaw over Athena-Public? Choose swarmclaw over Athena-Public when swarmclaw is primarily TypeScript; Athena-Public is Python; Tags unique to swarmclaw: agent-framework, agent-memory, agent-runtime, agent-swarm; swarmclaw ships Docker support for self-hosted deployment; swarmclaw ships an MCP server manifest; - You are working with or planning to integrate more than 23 supported language models (like Claude, GPT, Gemini), and require flexibility in choosing your model provider. ### When should I choose Athena-Public over swarmclaw? Choose Athena-Public over swarmclaw when Athena-Public is primarily Python; swarmclaw is TypeScript; Tags unique to Athena-Public: ai-agents, chatgpt, framework, google-antigravity; Also covers Developer Tools; When you need persistent memory and structured reasoning capabilities that enhance any LLM used as an AI agent or assistant. ### When should I avoid swarmclaw? - If you are already deeply invested in proprietary solutions that aren't compatible with the ecosystem supported by SwarmClaw, such as specific enterprise integrations. - When your use case strictly requires real-time high-volume data processing and SwarmClaw’s current capabilities might pose limitations due to performance or scalability concerns. ### When should I avoid Athena-Public? If your project requires a platform with extensive pre-built integrations beyond mere memory management for LLMs, Athena-Public may not offer sufficient out-of-the-box integration support. ### Is swarmclaw or Athena-Public more popular on GitHub? swarmclaw has more GitHub stars (630 vs 584). Stars measure visibility, not whether either tool fits your constraints. ### Are swarmclaw and Athena-Public open source? Yes - both are open-source projects on GitHub (swarmclaw: MIT, Athena-Public: MIT). ### Where can I find alternatives to swarmclaw or Athena-Public? GraphCanon lists graph-backed alternatives at [swarmclaw alternatives](/tools/swarmclawai-swarmclaw/alternatives) and [Athena-Public alternatives](/tools/winstonkoh87-athena-public/alternatives) ([swarmclaw markdown twin](/tools/swarmclawai-swarmclaw/alternatives.md), [Athena-Public markdown twin](/tools/winstonkoh87-athena-public/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/swarmclawai-swarmclaw-vs-winstonkoh87-athena-public.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, swarmclaw or Athena-Public? swarmclaw: Steady. Athena-Public: 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 swarmclaw and Athena-Public? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [swarmclaw trust report](/tools/swarmclawai-swarmclaw/trust); [Athena-Public trust report](/tools/winstonkoh87-athena-public/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=swarmclawai-swarmclaw`](/api/graphcanon/graph?tool=swarmclawai-swarmclaw) - 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/_