--- title: "waggle-dance vs agency-orchestrator" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agi-merge-waggle-dance-vs-jnmetacode-agency-orchestrator" tools: ["agi-merge-waggle-dance", "jnmetacode-agency-orchestrator"] --- # waggle-dance vs agency-orchestrator *GraphCanon updated Aug 15, 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 agency-orchestrator if agency Orchestrator is an AI workflow orchestrator that automatically collaborates among multiple AI agents based on user inputs, supports various large language models, and allows for zero-code YAML configuration. [waggle-dance](https://waggledance.ai) reports 171 GitHub stars, 12 forks, and 0 open issues, last pushed Dec 17, 2023. [agency-orchestrator](https://ao.aiolaola.com) has 2.1k stars, 273 forks, and 10 open issues, last pushed Aug 14, 2026. Figures are from public GitHub metadata via [waggle-dance's repository](https://github.com/agi-merge/waggle-dance) and [agency-orchestrator's repository](https://github.com/jnMetaCode/agency-orchestrator). | | [waggle-dance](/tools/agi-merge-waggle-dance.md) | [agency-orchestrator](/tools/jnmetacode-agency-orchestrator.md) | | --- | --- | --- | | Tagline | Knowledge work automation with AI agents | 🚀 One sentence → multi-AI-role collaboration → complete plan in minutes | | Stars | 171 | 2,072 | | Forks | 12 | 273 | | Open issues | 0 | 10 | | 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. | Agency Orchestrator is an AI workflow orchestrator that automatically collaborates among multiple AI agents based on user inputs, supports various large language models, and allows for zero-code YAML configuration. | | Persona | - | - | | Runtime | - | - | | License | MIT | Apache-2.0 | | Categories | AI Agents, Model Training | AI Agents, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [waggle-dance](/tools/agi-merge-waggle-dance.md) | [agency-orchestrator](/tools/jnmetacode-agency-orchestrator.md) | | --- | --- | --- | | Maintenance | Archived (8%) | Very active (96%) | | Days since push | 971d | 0d | | Archived on GitHub | Yes | No | | Open issues (now) | 0 | 10 | | Stars delta | 0 (30d) | +282 (30d) | | Open issues delta | 0 (30d) | -4 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/agi-merge-waggle-dance/trust.md) | [trust report](/tools/jnmetacode-agency-orchestrator/trust.md) | ## Shared compatibility - **Python**: [waggle-dance](/tools/agi-merge-waggle-dance.md) - Python runtime; [agency-orchestrator](/tools/jnmetacode-agency-orchestrator.md) - Python runtime ## 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: agency-orchestrator - **Adopt for:** Agency Orchestrator is an AI workflow orchestrator that automatically collaborates among multiple AI agents based on user inputs, supports various large language models, and allows for zero-code YAML configuration. ## Choose when ### Choose waggle-dance if… - License: waggle-dance is MIT, agency-orchestrator is Apache-2.0. - Tags unique to waggle-dance: agent, autogpt, langchain, weaviate. - Also covers Model Training. - You need a system that prioritizes speed and concurrency in executing tasks ### Choose agency-orchestrator if… - License: agency-orchestrator is Apache-2.0, waggle-dance is MIT. - Tags unique to agency-orchestrator: agency-agents, agent-orchestration, ai-agents, yaml-workflow. - Also covers Inference & Serving. - agency-orchestrator ships an MCP server manifest. - You require automatic collaboration across a wide range of pre-defined expert roles (216+) to execute specific tasks efficiently. ## 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 agency-orchestrator - If your workflow is simple or requires minimal collaboration; a single AI agent might suffice. - When you are working in an environment where there's high sensitivity around software licensing and the Apache-2.0 license poses compliance concerns. ## Common questions ### What is the difference between waggle-dance and agency-orchestrator? waggle-dance: Knowledge work automation with AI agents. agency-orchestrator: 🚀 One sentence → multi-AI-role collaboration → complete plan in minutes. See the comparison table for live GitHub stats and shared categories. ### When should I choose waggle-dance over agency-orchestrator? Choose waggle-dance over agency-orchestrator when License: waggle-dance is MIT, agency-orchestrator is Apache-2.0; Tags unique to waggle-dance: agent, autogpt, langchain, weaviate; Also covers Model Training; You need a system that prioritizes speed and concurrency in executing tasks. ### When should I choose agency-orchestrator over waggle-dance? Choose agency-orchestrator over waggle-dance when License: agency-orchestrator is Apache-2.0, waggle-dance is MIT; Tags unique to agency-orchestrator: agency-agents, agent-orchestration, ai-agents, yaml-workflow; Also covers Inference & Serving; agency-orchestrator ships an MCP server manifest; You require automatic collaboration across a wide range of pre-defined expert roles (216+) to execute specific tasks efficiently. ### 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 agency-orchestrator? If your workflow is simple or requires minimal collaboration; a single AI agent might suffice. When you are working in an environment where there's high sensitivity around software licensing and the Apache-2.0 license poses compliance concerns. ### Is waggle-dance or agency-orchestrator more popular on GitHub? agency-orchestrator has more GitHub stars (2,072 vs 171). Stars measure visibility, not whether either tool fits your constraints. ### Are waggle-dance and agency-orchestrator open source? Yes - both are open-source projects on GitHub (waggle-dance: MIT, agency-orchestrator: Apache-2.0). ### Where can I find alternatives to waggle-dance or agency-orchestrator? GraphCanon lists graph-backed alternatives at [waggle-dance alternatives](/tools/agi-merge-waggle-dance/alternatives) and [agency-orchestrator alternatives](/tools/jnmetacode-agency-orchestrator/alternatives) ([waggle-dance markdown twin](/tools/agi-merge-waggle-dance/alternatives.md), [agency-orchestrator markdown twin](/tools/jnmetacode-agency-orchestrator/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-jnmetacode-agency-orchestrator.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, waggle-dance or agency-orchestrator? waggle-dance: Archived. agency-orchestrator: 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 waggle-dance and agency-orchestrator? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [waggle-dance trust report](/tools/agi-merge-waggle-dance/trust); [agency-orchestrator trust report](/tools/jnmetacode-agency-orchestrator/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/_