Comparison
swarmclaw vs agent-kernel
Verdict
Pick swarmclaw if swarmClaw is a versatile open-source AI agent runtime designed for running autonomous agent swarms across multiple LLM providers; pick agent-kernel if agent-kernel provides an operating system for scalable enterprise AI agents, supporting deployment and orchestration at scale with native integration support for MCP and A2A.
Markdown twin · swarmclaw alternatives · agent-kernel alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | swarmclaw | agent-kernel |
|---|---|---|
| Maintenance | Steady (32d since push) As of 3w · github_public_v1 | Very active (2d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) 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
- swarmclaw
- Open-source self-hosted AI agent runtime and multi-agent framework
- agent-kernel
- The Operating System for Scalable Enterprise AI Agents
Stars
- swarmclaw
- 630
- agent-kernel
- 113
Forks
- swarmclaw
- 134
- agent-kernel
- 60
Open issues
- swarmclaw
- 13
- agent-kernel
- 128
Language
- swarmclaw
- TypeScript
- agent-kernel
- Python
Adopt for
- swarmclaw
- SwarmClaw is a versatile open-source AI agent runtime designed for running autonomous agent swarms across multiple LLM providers.
- agent-kernel
- Agent-kernel provides an operating system for scalable enterprise AI agents, supporting deployment and orchestration at scale with native integration support for MCP and A2A.
Persona
- swarmclaw
- -
- agent-kernel
- -
Runtime
- swarmclaw
- -
- agent-kernel
- -
License
- swarmclaw
- MIT
- agent-kernel
- Apache-2.0
Last pushed
- swarmclaw
- Jun 30, 2026
- agent-kernel
- Aug 7, 2026
Categories
- swarmclaw
- AI Agents
- agent-kernel
- AI Agents
Trust and health
Maintenance
- swarmclaw
- Steady (60%)
- agent-kernel
- Very active (96%)
Days since push
- swarmclaw
- 32d
- agent-kernel
- 2d
Open issues (now)
- swarmclaw
- 13
- agent-kernel
- 128
Full report
- swarmclaw
- Trust report
- agent-kernel
- Trust report
Choose swarmclaw if…
- swarmclaw is primarily TypeScript; agent-kernel is Python.
- License: swarmclaw is MIT, agent-kernel is Apache-2.0.
- 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 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.
Choose agent-kernel if…
- agent-kernel is primarily Python; swarmclaw is TypeScript.
- License: agent-kernel is Apache-2.0, swarmclaw is MIT.
- Requirements: It requires Python versions between 3.12 and 3.13.x.; Supports deployment to various environments such as AWS Lambda, ECS, Azure Functions, or Container Apps via one Terraform module..
- Tags unique to agent-kernel: a2a, adk, aws, azure.
- If you require seamless scalability across different cloud providers like AWS and Azure without lock-in or rewrites.
When NOT to use agent-kernel
- If your project is confined to a single, specific AI framework which doesn't require the flexibility Agent-kernel offers.
- When you do not have Python version 3.12 - 3.13.x, as it's the required runtime environment.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (swarmclawai/swarmclaw) · observed Aug 2, 2026
- GitHub forks (swarmclawai/swarmclaw) · observed Aug 2, 2026
- Last push (swarmclawai/swarmclaw) · observed Jun 30, 2026
- License file (MIT) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (yaalalabs/agent-kernel) · observed Aug 9, 2026
- GitHub forks (yaalalabs/agent-kernel) · observed Aug 9, 2026
- Last push (yaalalabs/agent-kernel) · observed Aug 7, 2026
- License file (Apache-2.0) · observed Aug 9, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: swarmclaw 630 · agent-kernel 113 (synced Aug 2, 2026).
Common questions
- What is the difference between swarmclaw and agent-kernel?
- swarmclaw: Open-source self-hosted AI agent runtime and multi-agent framework. agent-kernel: The Operating System for Scalable Enterprise AI Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose swarmclaw over agent-kernel?
- Choose swarmclaw over agent-kernel when swarmclaw is primarily TypeScript; agent-kernel is Python; License: swarmclaw is MIT, agent-kernel is Apache-2.0; 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 agent-kernel over swarmclaw?
- Choose agent-kernel over swarmclaw when agent-kernel is primarily Python; swarmclaw is TypeScript; License: agent-kernel is Apache-2.0, swarmclaw is MIT; Requirements: It requires Python versions between 3.12 and 3.13.x.; Supports deployment to various environments such as AWS Lambda, ECS, Azure Functions, or Container Apps via one Terraform module.; Tags unique to agent-kernel: a2a, adk, aws, azure; If you require seamless scalability across different cloud providers like AWS and Azure without lock-in or rewrites.
- 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 agent-kernel?
- If your project is confined to a single, specific AI framework which doesn't require the flexibility Agent-kernel offers. When you do not have Python version 3.12 - 3.13.x, as it's the required runtime environment.
- Is swarmclaw or agent-kernel more popular on GitHub?
- swarmclaw has more GitHub stars (630 vs 113). Stars measure visibility, not whether either tool fits your constraints.
- Are swarmclaw and agent-kernel open source?
- Yes - both are open-source projects on GitHub (swarmclaw: MIT, agent-kernel: Apache-2.0).
- Where can I find alternatives to swarmclaw or agent-kernel?
- GraphCanon lists graph-backed alternatives at swarmclaw alternatives and agent-kernel alternatives (swarmclaw markdown twin, agent-kernel 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, swarmclaw or agent-kernel?
- swarmclaw: Steady. agent-kernel: 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 agent-kernel?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: swarmclaw trust report; agent-kernel trust report.