--- title: "waggle-dance vs agentflow" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agi-merge-waggle-dance-vs-simonmesmith-agentflow" tools: ["agi-merge-waggle-dance", "simonmesmith-agentflow"] --- # waggle-dance vs agentflow *GraphCanon updated Aug 16, 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 agentflow if agentflow simplifies the creation of complex workflows for large language models through simple JSON configurations. [waggle-dance](https://waggledance.ai) reports 171 GitHub stars, 12 forks, and 0 open issues, last pushed Dec 17, 2023. [agentflow](https://github.com/simonmesmith/agentflow) has 320 stars, 27 forks, and 13 open issues, last pushed Aug 11, 2023. Figures are from public GitHub metadata via [waggle-dance's repository](https://github.com/agi-merge/waggle-dance) and [agentflow's repository](https://github.com/simonmesmith/agentflow). | | [waggle-dance](/tools/agi-merge-waggle-dance.md) | [agentflow](/tools/simonmesmith-agentflow.md) | | --- | --- | --- | | Tagline | Knowledge work automation with AI agents | Complex LLM Workflows from Simple JSON | | Stars | 171 | 320 | | Forks | 12 | 27 | | Open issues | 0 | 13 | | Language | TypeScript | Python | | Adopt for | Waggle-dance is an AI-driven knowledge work automation tool built in TypeScript with experimental concurrent agent execution for faster task resolution. | Agentflow simplifies the creation of complex workflows for large language models through simple JSON configurations. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents, Model Training | AI Agents, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [waggle-dance](/tools/agi-merge-waggle-dance.md) | [agentflow](/tools/simonmesmith-agentflow.md) | | --- | --- | --- | | Maintenance | Archived (8%) | Dormant (18%) | | Days since push | 971d | 1100d | | Archived on GitHub | Yes | No | | Open issues (now) | 0 | 13 | | Stars delta | 0 (30d) | -1 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/agi-merge-waggle-dance/trust.md) | [trust report](/tools/simonmesmith-agentflow/trust.md) | ## Shared compatibility - **Python**: [waggle-dance](/tools/agi-merge-waggle-dance.md) - Python runtime; [agentflow](/tools/simonmesmith-agentflow.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: agentflow - **Adopt for:** Agentflow simplifies the creation of complex workflows for large language models through simple JSON configurations. ## Choose when ### Choose waggle-dance if… - waggle-dance is primarily TypeScript; agentflow is Python. - Tags unique to waggle-dance: agent, autogpt, langchain, weaviate. - Also covers Model Training. - waggle-dance ships Docker support for self-hosted deployment. - You need a system that prioritizes speed and concurrency in executing tasks ### Choose agentflow if… - agentflow is primarily Python; waggle-dance is TypeScript. - Tags unique to agentflow: json, large language models, python, workflow-management. - Also covers LLM Frameworks. - When you need to rapidly prototype LLM workflows with minimal coding via JSON configs ## 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 agentflow - Avoid if requiring advanced customization that goes beyond basic JSON configurations - Not suitable for scenarios needing real-time dynamic changes in workflow setup during execution ## Common questions ### What is the difference between waggle-dance and agentflow? waggle-dance: Knowledge work automation with AI agents. agentflow: Complex LLM Workflows from Simple JSON. See the comparison table for live GitHub stats and shared categories. ### When should I choose waggle-dance over agentflow? Choose waggle-dance over agentflow when waggle-dance is primarily TypeScript; agentflow is Python; Tags unique to waggle-dance: agent, autogpt, langchain, weaviate; Also covers Model Training; waggle-dance ships Docker support for self-hosted deployment; You need a system that prioritizes speed and concurrency in executing tasks. ### When should I choose agentflow over waggle-dance? Choose agentflow over waggle-dance when agentflow is primarily Python; waggle-dance is TypeScript; Tags unique to agentflow: json, large language models, python, workflow-management; Also covers LLM Frameworks; When you need to rapidly prototype LLM workflows with minimal coding via JSON configs. ### 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 agentflow? Avoid if requiring advanced customization that goes beyond basic JSON configurations Not suitable for scenarios needing real-time dynamic changes in workflow setup during execution ### Is waggle-dance or agentflow more popular on GitHub? agentflow has more GitHub stars (320 vs 171). Stars measure visibility, not whether either tool fits your constraints. ### Are waggle-dance and agentflow open source? Yes - both are open-source projects on GitHub (waggle-dance: MIT, agentflow: MIT). ### Where can I find alternatives to waggle-dance or agentflow? GraphCanon lists graph-backed alternatives at [waggle-dance alternatives](/tools/agi-merge-waggle-dance/alternatives) and [agentflow alternatives](/tools/simonmesmith-agentflow/alternatives) ([waggle-dance markdown twin](/tools/agi-merge-waggle-dance/alternatives.md), [agentflow markdown twin](/tools/simonmesmith-agentflow/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-simonmesmith-agentflow.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, waggle-dance or agentflow? waggle-dance: Archived. agentflow: Dormant. 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 agentflow? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [waggle-dance trust report](/tools/agi-merge-waggle-dance/trust); [agentflow trust report](/tools/simonmesmith-agentflow/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/_