Comparison
crewAI vs swarmclaw
Verdict
Pick crewAI if crewAI is a Python-based framework focusing on orchestration and collaboration among role-playing AI agents for tackling complex tasks; pick swarmclaw if swarmClaw is a versatile open-source AI agent runtime designed for running autonomous agent swarms across multiple LLM providers.
Markdown twin · crewAI alternatives · swarmclaw alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | crewAI | swarmclaw |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1d · github_public_v1 | Active (11d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of 1d · none | No MCP manifest As of today · mcp_manifest |
Tagline
- crewAI
- Framework for orchestrating role-playing AI agents
- swarmclaw
- Open-source self-hosted AI agent runtime and multi-agent framework
Stars
- crewAI
- 55k
- swarmclaw
- 611
Forks
- crewAI
- 7.8k
- swarmclaw
- 130
Open issues
- crewAI
- 632
- swarmclaw
- 8
Language
- crewAI
- Python
- swarmclaw
- TypeScript
Adopt for
- crewAI
- CrewAI is a Python-based framework focusing on orchestration and collaboration among role-playing AI agents for tackling complex tasks.
- swarmclaw
- SwarmClaw is a versatile open-source AI agent runtime designed for running autonomous agent swarms across multiple LLM providers.
Persona
- crewAI
- -
- swarmclaw
- -
Runtime
- crewAI
- -
- swarmclaw
- -
License
- crewAI
- MIT
- swarmclaw
- MIT
Last pushed
- crewAI
- Jul 11, 2026
- swarmclaw
- Jun 30, 2026
Categories
- crewAI
- AI Agents
- swarmclaw
- AI Agents
Trust and health
Maintenance
- crewAI
- Very active (96%)
- swarmclaw
- Active (82%)
Days since push
- crewAI
- 0d
- swarmclaw
- 11d
Open issues (now)
- crewAI
- 632
- swarmclaw
- 8
Security scan
- crewAI
- No lockfile
- swarmclaw
- No MCP manifest
Full report
- crewAI
- Trust report
- swarmclaw
- Trust report
Choose crewAI if…
- crewAI is primarily Python; swarmclaw is TypeScript.
- Tags unique to crewAI: ai-agents, aiagentframework, collaborative-intelligence, llms.
- When you need to coordinate multiple autonomous AI agents in a cohesive teamworking environment, leveraging their individual capabilities for collective problem-solving.
When NOT to use crewAI
- If your project only requires simple interactions among a few AI bots without necessary orchestration of complex teamwork dynamics.
- In scenarios where real-time decision-making is crucial and the added layer of coordination between agents might introduce latency that can't be tolerated.
Choose swarmclaw if…
- swarmclaw is primarily TypeScript; crewAI 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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (crewAIInc/crewAI) · observed Jul 11, 2026
- GitHub forks (crewAIInc/crewAI) · observed Jul 11, 2026
- Last push (crewAIInc/crewAI) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (swarmclawai/swarmclaw) · observed Jul 11, 2026
- GitHub forks (swarmclawai/swarmclaw) · observed Jul 11, 2026
- Last push (swarmclawai/swarmclaw) · observed Jun 30, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: crewAI 55k · swarmclaw 611 (synced Jul 11, 2026).
Common questions
- What is the difference between crewAI and swarmclaw?
- crewAI: Framework for orchestrating role-playing AI agents. 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 crewAI over swarmclaw?
- Choose crewAI over swarmclaw when crewAI is primarily Python; swarmclaw is TypeScript; Tags unique to crewAI: ai-agents, aiagentframework, collaborative-intelligence, llms; When you need to coordinate multiple autonomous AI agents in a cohesive teamworking environment, leveraging their individual capabilities for collective problem-solving.
- When should I choose swarmclaw over crewAI?
- Choose swarmclaw over crewAI when swarmclaw is primarily TypeScript; crewAI 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 avoid crewAI?
- If your project only requires simple interactions among a few AI bots without necessary orchestration of complex teamwork dynamics. In scenarios where real-time decision-making is crucial and the added layer of coordination between agents might introduce latency that can't be tolerated.
- 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.
- Is crewAI or swarmclaw more popular on GitHub?
- crewAI has more GitHub stars (55,337 vs 611). Stars measure visibility, not whether either tool fits your constraints.
- Are crewAI and swarmclaw open source?
- Yes - both are open-source projects on GitHub (crewAI: MIT, swarmclaw: MIT).
- Where can I find alternatives to crewAI or swarmclaw?
- GraphCanon lists graph-backed alternatives at crewAI alternatives and swarmclaw alternatives (crewAI 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, crewAI or swarmclaw?
- crewAI: Very active. swarmclaw: 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 crewAI and swarmclaw?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: crewAI trust report; swarmclaw trust report.