--- title: "waggle-dance vs swarmclaw" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agi-merge-waggle-dance-vs-swarmclawai-swarmclaw" tools: ["agi-merge-waggle-dance", "swarmclawai-swarmclaw"] --- # waggle-dance vs swarmclaw *GraphCanon updated Sep 20, 2026* ## 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. [waggle-dance](https://waggledance.ai) reports 171 GitHub stars, 12 forks, and 0 open issues, last pushed Dec 17, 2023. [swarmclaw](https://www.swarmclaw.ai) has 673 stars, 137 forks, and 18 open issues, last pushed Jun 30, 2026. Figures are from public GitHub metadata via [waggle-dance's repository](https://github.com/agi-merge/waggle-dance) and [swarmclaw's repository](https://github.com/swarmclawai/swarmclaw). | | [waggle-dance](/tools/agi-merge-waggle-dance.md) | [swarmclaw](/tools/swarmclawai-swarmclaw.md) | | --- | --- | --- | | Tagline | Knowledge work automation with AI agents | Open-source self-hosted AI agent runtime and multi-agent framework | | Stars | 171 | 673 | | Forks | 12 | 137 | | Open issues | 0 | 18 | | Language | TypeScript | TypeScript | | Adopt for | Waggle-dance is an AI-driven knowledge work automation tool built in TypeScript with experimental concurrent agent execution for faster task resolution. | 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 | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents, Model Training | AI Agents, Inference & Serving, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [waggle-dance](/tools/agi-merge-waggle-dance.md) | [swarmclaw](/tools/swarmclawai-swarmclaw.md) | | --- | --- | --- | | Maintenance | Archived (8%) | Steady (60%) | | Days since push | 1007d | 79d | | Archived on GitHub | Yes | No | | Open issues (now) | 0 | 18 | | Stars delta | 0 (30d) | +43 (30d) | | Open issues delta | 0 (30d) | +5 (30d) | | Full report | [trust report](/tools/agi-merge-waggle-dance/trust.md) | [trust report](/tools/swarmclawai-swarmclaw/trust.md) | ## Decision facts: waggle-dance - **Adopt for:** Waggle-dance is an AI-driven knowledge work automation tool built in TypeScript with experimental concurrent agent execution for faster task resolution. ## Decision facts: swarmclaw - **Adopt for:** 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. ## Choose when ### 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). ### 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 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 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. ## 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](/tools/agi-merge-waggle-dance/alternatives) and [swarmclaw alternatives](/tools/swarmclawai-swarmclaw/alternatives) ([waggle-dance markdown twin](/tools/agi-merge-waggle-dance/alternatives.md), [swarmclaw markdown twin](/tools/swarmclawai-swarmclaw/alternatives.md)), 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](/compare/agi-merge-waggle-dance-vs-swarmclawai-swarmclaw.md) 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](/tools/agi-merge-waggle-dance/trust); [swarmclaw trust report](/tools/swarmclawai-swarmclaw/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=agi-merge-waggle-dance`](/api/graphcanon/graph?tool=agi-merge-waggle-dance) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_