--- title: "bagidea-office vs agency-orchestrator" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/bagidea-bagidea-office-vs-jnmetacode-agency-orchestrator" tools: ["bagidea-bagidea-office", "jnmetacode-agency-orchestrator"] --- # bagidea-office vs agency-orchestrator *GraphCanon updated Sep 20, 2026* ## Verdict Pick bagidea-office if bagidea-office is an AI-agent office environment that integrates with desktop wallpaper, supporting multiple models including Claude, GLM, DeepSeek, Qwen, Kimi, OpenAI, Gemini, Groq, and Ollama; 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. [bagidea-office](https://bagidea.github.io/bagidea-office/) reports 227 GitHub stars, 73 forks, and 2 open issues, last pushed Sep 16, 2026. [agency-orchestrator](https://ao.aiolaola.com) has 2.3k stars, 303 forks, and 7 open issues, last pushed Sep 16, 2026. Figures are from public GitHub metadata via [bagidea-office's repository](https://github.com/bagidea/bagidea-office) and [agency-orchestrator's repository](https://github.com/jnMetaCode/agency-orchestrator). | | [bagidea-office](/tools/bagidea-bagidea-office.md) | [agency-orchestrator](/tools/jnmetacode-agency-orchestrator.md) | | --- | --- | --- | | Tagline | A living AI-agent office environment for desktop wallpaper with support for various models | 🚀 One sentence → multi-AI-role collaboration → complete plan in minutes | | Stars | 227 | 2,274 | | Forks | 73 | 303 | | Open issues | 2 | 7 | | Language | JavaScript | TypeScript | | Adopt for | bagidea-office is an AI-agent office environment that integrates with desktop wallpaper, supporting multiple models including Claude, GLM, DeepSeek, Qwen, Kimi, OpenAI, Gemini, Groq, and Ollama. | 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 | AI Agents, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [bagidea-office](/tools/bagidea-bagidea-office.md) | [agency-orchestrator](/tools/jnmetacode-agency-orchestrator.md) | | --- | --- | --- | | Days since push | 4d | 3d | | Open issues (now) | 2 | 7 | | Stars delta | +35 (30d) | +202 (30d) | | Open issues delta | +2 (30d) | -3 (30d) | | Full report | [trust report](/tools/bagidea-bagidea-office/trust.md) | [trust report](/tools/jnmetacode-agency-orchestrator/trust.md) | ## Decision facts: bagidea-office - **Requirements:** Works on Windows 11, macOS 13+, Linux (experimental). Requires Vulkan-capable GPU.; Dependencies include Godot 4.6+ for rendering, Node.js 18+, Claude Code CLI >= 2.x.; Installation involves downloading Godot app, running build script, and adding 'bagidea' command to PATH on macOS. - **Adopt for:** bagidea-office is an AI-agent office environment that integrates with desktop wallpaper, supporting multiple models including Claude, GLM, DeepSeek, Qwen, Kimi, OpenAI, Gemini, Groq, and Ollama. ## 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 bagidea-office if… - bagidea-office is primarily JavaScript; agency-orchestrator is TypeScript. - License: bagidea-office is MIT, agency-orchestrator is Apache-2.0. - Requirements: Works on Windows 11, macOS 13+, Linux (experimental). Requires Vulkan-capable GPU.; Dependencies include Godot 4.6+ for rendering, Node.js 18+, Claude Code CLI >= 2.x.; Installation involves downloading Godot app, running build script, and adding 'bagidea' command to PATH on macOS.. - Tags unique to bagidea-office: anthropic, automation, multimodel-support. - Use bagidea-office when you need a visually engaging AI-agent automation layer on your desktop. ### Choose agency-orchestrator if… - agency-orchestrator is primarily TypeScript; bagidea-office is JavaScript. - License: agency-orchestrator is Apache-2.0, bagidea-office is MIT. - Tags unique to agency-orchestrator: agency-agents, yaml-workflow. - Also covers Inference & Serving. - agency-orchestrator ships Docker support for self-hosted deployment. - 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 bagidea-office - Avoid bagidea-office if you need a more straightforward text-based interaction without the graphical desktop overlay. - Not suitable for users who prefer fully-fledged AI development environments with minimal integration complexity. ## 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 bagidea-office and agency-orchestrator? bagidea-office: A living AI-agent office environment for desktop wallpaper with support for various models. 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 bagidea-office over agency-orchestrator? Choose bagidea-office over agency-orchestrator when bagidea-office is primarily JavaScript; agency-orchestrator is TypeScript; License: bagidea-office is MIT, agency-orchestrator is Apache-2.0; Requirements: Works on Windows 11, macOS 13+, Linux (experimental). Requires Vulkan-capable GPU.; Dependencies include Godot 4.6+ for rendering, Node.js 18+, Claude Code CLI >= 2.x.; Installation involves downloading Godot app, running build script, and adding 'bagidea' command to PATH on macOS.; Tags unique to bagidea-office: anthropic, automation, multimodel-support; Use bagidea-office when you need a visually engaging AI-agent automation layer on your desktop. ### When should I choose agency-orchestrator over bagidea-office? Choose agency-orchestrator over bagidea-office when agency-orchestrator is primarily TypeScript; bagidea-office is JavaScript; License: agency-orchestrator is Apache-2.0, bagidea-office is MIT; Tags unique to agency-orchestrator: agency-agents, yaml-workflow; Also covers Inference & Serving; agency-orchestrator ships Docker support for self-hosted deployment; 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 bagidea-office? Avoid bagidea-office if you need a more straightforward text-based interaction without the graphical desktop overlay. Not suitable for users who prefer fully-fledged AI development environments with minimal integration complexity. ### 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 bagidea-office or agency-orchestrator more popular on GitHub? agency-orchestrator has more GitHub stars (2,274 vs 227). Stars measure visibility, not whether either tool fits your constraints. ### Are bagidea-office and agency-orchestrator open source? Yes - both are open-source projects on GitHub (bagidea-office: MIT, agency-orchestrator: Apache-2.0). ### Where can I find alternatives to bagidea-office or agency-orchestrator? GraphCanon lists graph-backed alternatives at [bagidea-office alternatives](/tools/bagidea-bagidea-office/alternatives) and [agency-orchestrator alternatives](/tools/jnmetacode-agency-orchestrator/alternatives) ([bagidea-office markdown twin](/tools/bagidea-bagidea-office/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/bagidea-bagidea-office-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, bagidea-office or agency-orchestrator? bagidea-office: Very active. 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 bagidea-office and agency-orchestrator? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [bagidea-office trust report](/tools/bagidea-bagidea-office/trust); [agency-orchestrator trust report](/tools/jnmetacode-agency-orchestrator/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=bagidea-bagidea-office`](/api/graphcanon/graph?tool=bagidea-bagidea-office) - 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/_