Comparison
agentfield vs swarmclaw
Verdict
Pick agentfield if agentfield is a repository for developing and managing AI agents with a focus on scalability and cloud-native deployment, supporting multiple programming languages including Go, Python, and TypeScript; 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.
Markdown twin · agentfield alternatives · swarmclaw alternatives
GraphCanon updated Sep 30, 2026
10views this month
vs
Trust & integrity
| Signal | agentfield | swarmclaw |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Steady (79d since push) As of Sep 18, 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 18, 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 18, 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
- agentfield
- Build, run and scale AI agents like API and microservices
- swarmclaw
- Open-source self-hosted AI agent runtime and multi-agent framework
Stars
- agentfield
- 2.6k
- swarmclaw
- 673
Forks
- agentfield
- 415
- swarmclaw
- 137
Open issues
- agentfield
- 45
- swarmclaw
- 18
Language
- agentfield
- Go
- swarmclaw
- TypeScript
Adopt for
- agentfield
- Agentfield is a repository for developing and managing AI agents with a focus on scalability and cloud-native deployment, supporting multiple programming languages including Go, Python, and TypeScript.
- 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.
Persona
- agentfield
- -
- swarmclaw
- -
Runtime
- agentfield
- -
- swarmclaw
- -
License
- agentfield
- Apache-2.0
- swarmclaw
- MIT
Last pushed
- agentfield
- Sep 17, 2026
- swarmclaw
- Jun 30, 2026
Categories
- agentfield
- AI Agents, Inference & Serving
- swarmclaw
- AI Agents, Inference & Serving, Model Training
Trust and health
Maintenance
- agentfield
- Very active (96%)
- swarmclaw
- Steady (60%)
Days since push
- agentfield
- 0d
- swarmclaw
- 79d
Open issues (now)
- agentfield
- 45
- swarmclaw
- 18
Stars delta
- agentfield
- +93 (30d)
- swarmclaw
- +43 (30d)
Open issues delta
- agentfield
- -29 (30d)
- swarmclaw
- +5 (30d)
Full report
- agentfield
- Trust report
- swarmclaw
- Trust report
Choose agentfield if…
- agentfield is primarily Go; swarmclaw is TypeScript.
- License: agentfield is Apache-2.0, swarmclaw is MIT.
- Tags unique to agentfield: agent, agent-auth, agent-authentication, agent-indentity.
- When you need a scalable solution for deploying AI agents that can be managed like APIs and microservices.
When NOT to use agentfield
- If your project does not require cloud-native deployment or Kubernetes support, as Agentfield is optimized for these environments.
- If you are looking for a tool that focuses solely on a single programming language, as Agentfield supports multiple languages and might be overkill for single-language projects.
- When you need a tool that is not primarily designed for AI agents but for a broader range of microservices or APIs, as Agentfield is specialized for AI agents.
Choose swarmclaw if…
- swarmclaw is primarily TypeScript; agentfield is Go.
- License: swarmclaw is MIT, agentfield is Apache-2.0.
- Tags unique to swarmclaw: agent-framework, agent-memory, agent-runtime, agent-swarm.
- Also covers 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Agent-Field/agentfield) · observed Sep 20, 2026
- GitHub forks (Agent-Field/agentfield) · observed Sep 20, 2026
- Last push (Agent-Field/agentfield) · observed Sep 17, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 30, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- 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 on cards: agentfield 2.6k · swarmclaw 673 (synced Sep 20, 2026).
Common questions
- What is the difference between agentfield and swarmclaw?
- agentfield: Build, run and scale AI agents like API and microservices. swarmclaw: Open-source self-hosted AI agent runtime and multi-agent framework. See the comparison table for live GitHub stats and shared categories.
- When should I choose agentfield over swarmclaw?
- Choose agentfield over swarmclaw when agentfield is primarily Go; swarmclaw is TypeScript; License: agentfield is Apache-2.0, swarmclaw is MIT; Tags unique to agentfield: agent, agent-auth, agent-authentication, agent-indentity; When you need a scalable solution for deploying AI agents that can be managed like APIs and microservices.
- When should I choose swarmclaw over agentfield?
- Choose swarmclaw over agentfield when swarmclaw is primarily TypeScript; agentfield is Go; License: swarmclaw is MIT, agentfield is Apache-2.0; Tags unique to swarmclaw: agent-framework, agent-memory, agent-runtime, agent-swarm; Also covers 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 avoid agentfield?
- If your project does not require cloud-native deployment or Kubernetes support, as Agentfield is optimized for these environments. If you are looking for a tool that focuses solely on a single programming language, as Agentfield supports multiple languages and might be overkill for single-language projects. When you need a tool that is not primarily designed for AI agents but for a broader range of microservices or APIs, as Agentfield is specialized for AI agents.
- 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.
- Is agentfield or swarmclaw more popular on GitHub?
- agentfield has more GitHub stars (2,565 vs 673). Stars measure visibility, not whether either tool fits your constraints.
- Are agentfield and swarmclaw open source?
- Yes - both are open-source projects on GitHub (agentfield: Apache-2.0, swarmclaw: MIT).
- Where can I find alternatives to agentfield or swarmclaw?
- GraphCanon lists graph-backed alternatives at agentfield alternatives and swarmclaw alternatives (agentfield markdown twin, swarmclaw 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, agentfield or swarmclaw?
- agentfield: Very active. swarmclaw: Steady. 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 agentfield and swarmclaw?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentfield trust report; swarmclaw trust report.