Comparison
swarmclaw vs agent-kernel
Verdict
Pick swarmclaw if swarmClaw is an open-source self-hosted AI agent runtime and multi-agent framework that supports agent memory, MCP tools, schedules, delegation, and integrates with over 23 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 Sep 27, 2026
8views this month
vs
Trust & integrity
| Signal | swarmclaw | agent-kernel |
|---|---|---|
| Maintenance | Steady (79d since push) As of Sep 18, 2026 · github_public_v1 | Very active (1d since push) As of Sep 13, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 13, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 27, 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
- swarmclaw
- Open-source self-hosted AI agent runtime and multi-agent framework
- agent-kernel
- The Operating System for Scalable Enterprise AI Agents
Stars
- swarmclaw
- 673
- agent-kernel
- 188
Forks
- swarmclaw
- 137
- agent-kernel
- 86
Open issues
- swarmclaw
- 18
- agent-kernel
- 137
Language
- swarmclaw
- TypeScript
- agent-kernel
- Python
Adopt for
- swarmclaw
- SwarmClaw is an open-source self-hosted AI agent runtime and multi-agent framework that supports agent memory, MCP tools, schedules, delegation, and integrates with over 23 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
- Sep 11, 2026
Categories
- swarmclaw
- AI Agents, Inference & Serving, Model Training
- agent-kernel
- AI Agents
Trust and health
Maintenance
- swarmclaw
- Steady (60%)
- agent-kernel
- Very active (96%)
Days since push
- swarmclaw
- 79d
- agent-kernel
- 1d
Open issues (now)
- swarmclaw
- 18
- agent-kernel
- 137
Stars delta
- swarmclaw
- +43 (30d)
- agent-kernel
- +75 (30d)
Open issues delta
- swarmclaw
- +5 (30d)
- agent-kernel
- +9 (30d)
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.
- Also covers Inference & Serving, Model Training.
- swarmclaw ships Docker support for self-hosted deployment.
- swarmclaw ships an MCP server manifest.
- When you need a self-hosted solution for managing autonomous agent swarms with support for agent memory and MCP tools.
When NOT to use swarmclaw
- If you are looking for a solution that does not require self-hosting and prefer a fully managed service.
- When your project strictly requires a specific LLM provider not supported by SwarmClaw, or if you need a more specialized agent framework that SwarmClaw does not cater to.
- If your deployment environment does not support Node.js 22.6+ or Docker, which are prerequisites for running SwarmClaw.
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 Sep 20, 2026
- GitHub forks (swarmclawai/swarmclaw) · observed Sep 20, 2026
- Last push (swarmclawai/swarmclaw) · observed Jun 30, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (yaalalabs/agent-kernel) · observed Sep 20, 2026
- GitHub forks (yaalalabs/agent-kernel) · observed Sep 20, 2026
- Last push (yaalalabs/agent-kernel) · observed Sep 11, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Sep 27, 2026
GitHub stars on cards: swarmclaw 673 · agent-kernel 188 (synced Sep 20, 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; Also covers Inference & Serving, Model Training; swarmclaw ships Docker support for self-hosted deployment; swarmclaw ships an MCP server manifest; When you need a self-hosted solution for managing autonomous agent swarms with support for agent memory and MCP tools.
- 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 looking for a solution that does not require self-hosting and prefer a fully managed service. When your project strictly requires a specific LLM provider not supported by SwarmClaw, or if you need a more specialized agent framework that SwarmClaw does not cater to. If your deployment environment does not support Node.js 22.6+ or Docker, which are prerequisites for running SwarmClaw.
- 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 (673 vs 188). 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.