Comparison
waggle-dance vs swarmclaw
Verdict
Pick waggle-dance if waggle-dance is an AI-driven knowledge work automation tool built in TypeScript with experimental concurrent agent execution for faster task resolution; 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 · waggle-dance alternatives · swarmclaw alternatives
GraphCanon updated Sep 20, 2026
5views this month
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Trust & integrity
| Signal | waggle-dance | swarmclaw |
|---|---|---|
| Maintenance | Archived (1007d since push) As of Sep 20, 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 20, 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 Jul 11, 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
- waggle-dance
- Knowledge work automation with AI agents
- swarmclaw
- Open-source self-hosted AI agent runtime and multi-agent framework
Stars
- waggle-dance
- 171
- swarmclaw
- 673
Forks
- waggle-dance
- 12
- swarmclaw
- 137
Open issues
- waggle-dance
- 0
- swarmclaw
- 18
Language
- waggle-dance
- TypeScript
- swarmclaw
- TypeScript
Adopt for
- waggle-dance
- Waggle-dance is an AI-driven knowledge work automation tool built in TypeScript with experimental concurrent agent execution for faster task resolution.
- 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
- waggle-dance
- -
- swarmclaw
- -
Runtime
- waggle-dance
- -
- swarmclaw
- -
License
- waggle-dance
- MIT
- swarmclaw
- MIT
Last pushed
- waggle-dance
- Dec 17, 2023
- swarmclaw
- Jun 30, 2026
Categories
- waggle-dance
- AI Agents, Model Training
- swarmclaw
- AI Agents, Inference & Serving, Model Training
Trust and health
Maintenance
- waggle-dance
- Archived (8%)
- swarmclaw
- Steady (60%)
Days since push
- waggle-dance
- 1007d
- swarmclaw
- 79d
Archived on GitHub
- waggle-dance
- Yes
- swarmclaw
- No
Open issues (now)
- waggle-dance
- 0
- swarmclaw
- 18
Stars delta
- waggle-dance
- 0 (30d)
- swarmclaw
- +43 (30d)
Open issues delta
- waggle-dance
- 0 (30d)
- swarmclaw
- +5 (30d)
Full report
- waggle-dance
- Trust report
- swarmclaw
- Trust report
Choose waggle-dance if…
- Tags unique to waggle-dance: agent, autogpt, langchain, weaviate.
- You need a system that prioritizes speed and concurrency in executing tasks
- Leaner open-issue backlog (0).
When NOT to use waggle-dance
- Your project demands high stability over experimental features
- You require extensive customization of agent execution behavior beyond what Waggle-dance offers initially
Choose swarmclaw if…
- Tags unique to swarmclaw: agent-framework, agent-memory, agent-runtime, agent-swarm.
- Also covers Inference & Serving.
- 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 (agi-merge/waggle-dance) · observed Sep 20, 2026
- GitHub forks (agi-merge/waggle-dance) · observed Sep 20, 2026
- Last push (agi-merge/waggle-dance) · observed Dec 17, 2023
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 14, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 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: waggle-dance 171 · swarmclaw 673 (synced Sep 20, 2026).
Common questions
- What is the difference between waggle-dance and swarmclaw?
- waggle-dance: Knowledge work automation with 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 waggle-dance over swarmclaw?
- Choose waggle-dance over swarmclaw when Tags unique to waggle-dance: agent, autogpt, langchain, weaviate; You need a system that prioritizes speed and concurrency in executing tasks; Leaner open-issue backlog (0).
- When should I choose swarmclaw over waggle-dance?
- Choose swarmclaw over waggle-dance when Tags unique to swarmclaw: agent-framework, agent-memory, agent-runtime, agent-swarm; Also covers Inference & Serving; 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 waggle-dance?
- Your project demands high stability over experimental features You require extensive customization of agent execution behavior beyond what Waggle-dance offers initially
- 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 waggle-dance or swarmclaw more popular on GitHub?
- swarmclaw has more GitHub stars (673 vs 171). Stars measure visibility, not whether either tool fits your constraints.
- Are waggle-dance and swarmclaw open source?
- Yes - both are open-source projects on GitHub (waggle-dance: MIT, swarmclaw: MIT).
- Where can I find alternatives to waggle-dance or swarmclaw?
- GraphCanon lists graph-backed alternatives at waggle-dance alternatives and swarmclaw alternatives (waggle-dance 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, waggle-dance or swarmclaw?
- waggle-dance: Archived. 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 waggle-dance and swarmclaw?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: waggle-dance trust report; swarmclaw trust report.