Comparison
agent-orchestrator vs swarms
Verdict
Pick agent-orchestrator if agent Orchestrator is an agent IDE designed to streamline daily coding tasks by managing fleets of autonomous agents; pick swarms if swarms is an enterprise-grade framework designed for orchestrating multi-agent systems in production environments with comprehensive support for integrating various AI models and frameworks.
Markdown twin · agent-orchestrator alternatives · swarms alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | agent-orchestrator | swarms |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1w · github_public_v1 | Very active (0d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1w · github_public_v1 | Not a fork · Personal account As of 3w · github_public_v1 |
| OSV dependency advisories | Published findings 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
- agent-orchestrator
- Agent Orchestrator manages fleets of coding agents for parallel tasks like CI fixes and code reviews.
- swarms
- The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework
Stars
- agent-orchestrator
- 9.2k
- swarms
- 7.0k
Forks
- agent-orchestrator
- 1.3k
- swarms
- 971
Open issues
- agent-orchestrator
- 634
- swarms
- 57
Language
- agent-orchestrator
- Go
- swarms
- Python
Adopt for
- agent-orchestrator
- Agent Orchestrator is an agent IDE designed to streamline daily coding tasks by managing fleets of autonomous agents.
- swarms
- Swarms is an enterprise-grade framework designed for orchestrating multi-agent systems in production environments with comprehensive support for integrating various AI models and frameworks.
Persona
- agent-orchestrator
- -
- swarms
- -
Runtime
- agent-orchestrator
- -
- swarms
- -
License
- agent-orchestrator
- Apache-2.0 licensed tool suitable for projects under similar licensing terms or requiring open source collaboration features.
- swarms
- Apache-2.0
Last pushed
- agent-orchestrator
- Aug 10, 2026
- swarms
- Jul 27, 2026
Categories
- agent-orchestrator
- AI Agents, Developer Tools
- swarms
- AI Agents, Developer Tools
Trust and health
Open issues (now)
- agent-orchestrator
- 634
- swarms
- 57
Owner type
- agent-orchestrator
- Organization
- swarms
- User
OSV dependency advisories
- agent-orchestrator
- Published findings
- swarms
- No lockfile (source not queried)
Full report
- agent-orchestrator
- Trust report
- swarms
- Trust report
Choose agent-orchestrator if…
- agent-orchestrator is primarily Go; swarms is Python.
- Tags unique to agent-orchestrator: agent-fleet, agent-swarm, codex-cli, git-worktrees.
- You are working on large-scale projects with multiple parallel tasks that require efficient CI fixes, merge conflict resolution and code reviews.
When NOT to use agent-orchestrator
- If your work primarily consists of simple or small projects with light tasks, the overhead of setting up Agent Orchestrator may outweigh its benefits.
- If you prefer traditional workflow tools without reliance on autonomous agent technology for day-to-day operations.
Choose swarms if…
- swarms is primarily Python; agent-orchestrator is Go.
- Tags unique to swarms: agentic-ai, agentic-workflow, agents, ai.
- Use Swarms if your project requires sophisticated orchestration of multiple agents within a large-scale, enterprise environment.
When NOT to use swarms
- Do not use Swarms if your project is small in scale or does not require the orchestration of multiple agents, as it might introduce unnecessary complexity.
- Avoid Swarms if your development team lacks enterprise-grade multi-agent system experience, as its advanced features could be difficult to manage without proper expertise.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (AgentWrapper/agent-orchestrator) · observed Aug 11, 2026
- GitHub forks (AgentWrapper/agent-orchestrator) · observed Aug 11, 2026
- Last push (AgentWrapper/agent-orchestrator) · observed Aug 10, 2026
- License file (Apache-2.0) · observed Aug 11, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (kyegomez/swarms) · observed Jul 28, 2026
- GitHub forks (kyegomez/swarms) · observed Jul 28, 2026
- Last push (kyegomez/swarms) · observed Jul 27, 2026
- License file (Apache-2.0) · observed Jul 28, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agent-orchestrator 9.2k · swarms 7.0k (synced Aug 11, 2026).
Common questions
- What is the difference between agent-orchestrator and swarms?
- agent-orchestrator: Agent Orchestrator manages fleets of coding agents for parallel tasks like CI fixes and code reviews.. swarms: The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-orchestrator over swarms?
- Choose agent-orchestrator over swarms when agent-orchestrator is primarily Go; swarms is Python; Tags unique to agent-orchestrator: agent-fleet, agent-swarm, codex-cli, git-worktrees; You are working on large-scale projects with multiple parallel tasks that require efficient CI fixes, merge conflict resolution and code reviews.
- When should I choose swarms over agent-orchestrator?
- Choose swarms over agent-orchestrator when swarms is primarily Python; agent-orchestrator is Go; Tags unique to swarms: agentic-ai, agentic-workflow, agents, ai; Use Swarms if your project requires sophisticated orchestration of multiple agents within a large-scale, enterprise environment.
- When should I avoid agent-orchestrator?
- If your work primarily consists of simple or small projects with light tasks, the overhead of setting up Agent Orchestrator may outweigh its benefits. If you prefer traditional workflow tools without reliance on autonomous agent technology for day-to-day operations.
- When should I avoid swarms?
- Do not use Swarms if your project is small in scale or does not require the orchestration of multiple agents, as it might introduce unnecessary complexity. Avoid Swarms if your development team lacks enterprise-grade multi-agent system experience, as its advanced features could be difficult to manage without proper expertise.
- Is agent-orchestrator or swarms more popular on GitHub?
- agent-orchestrator has more GitHub stars (9,200 vs 6,994). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-orchestrator and swarms open source?
- Yes - both are open-source projects on GitHub (agent-orchestrator: Apache-2.0, swarms: Apache-2.0).
- Where can I find alternatives to agent-orchestrator or swarms?
- GraphCanon lists graph-backed alternatives at agent-orchestrator alternatives and swarms alternatives (agent-orchestrator markdown twin, swarms 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, agent-orchestrator or swarms?
- agent-orchestrator: Very active. swarms: 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 agent-orchestrator and swarms?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-orchestrator trust report; swarms trust report.