--- title: "agent-orchestrator vs AstrBot" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agentwrapper-agent-orchestrator-vs-astrbotdevs-astrbot" tools: ["agentwrapper-agent-orchestrator", "astrbotdevs-astrbot"] --- # agent-orchestrator vs AstrBot *GraphCanon updated Sep 20, 2026* ## Verdict Pick agent-orchestrator if agent Orchestrator is an agent IDE designed to streamline daily coding tasks by managing fleets of autonomous agents; pick AstrBot if astrBot is an AI agent assistant and development framework that integrates multiple instant messaging platforms, LLMs, plugins, and AI features, offering various deployment methods including cloud, Docker, desktop app, a. [agent-orchestrator](https://github.com/AgentWrapper/agent-orchestrator) reports 12k GitHub stars, 1.7k forks, and 722 open issues, last pushed Sep 18, 2026. [AstrBot](https://astrbot.app) has 41k stars, 2.9k forks, and 1.5k open issues, last pushed Sep 17, 2026. Figures are from public GitHub metadata via [agent-orchestrator's repository](https://github.com/AgentWrapper/agent-orchestrator) and [AstrBot's repository](https://github.com/AstrBotDevs/AstrBot). | | [agent-orchestrator](/tools/agentwrapper-agent-orchestrator.md) | [AstrBot](/tools/astrbotdevs-astrbot.md) | | --- | --- | --- | | Tagline | Agent Orchestrator manages fleets of coding agents for parallel tasks like CI fixes and code reviews. | AI Agent Assistant & development framework | | Stars | 12,156 | 40,647 | | Forks | 1,672 | 2,928 | | Open issues | 722 | 1,524 | | Language | Go | Python | | Adopt for | Agent Orchestrator is an agent IDE designed to streamline daily coding tasks by managing fleets of autonomous agents. | AstrBot is an AI agent assistant and development framework that integrates multiple instant messaging platforms, LLMs, plugins, and AI features, offering various deployment methods including cloud, Docker, desktop app, a | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 licensed tool suitable for projects under similar licensing terms or requiring open source collaboration features. | AGPL-3.0 | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agent-orchestrator](/tools/agentwrapper-agent-orchestrator.md) | [AstrBot](/tools/astrbotdevs-astrbot.md) | | --- | --- | --- | | Open issues (now) | 722 | 1.5k | | Stars delta | +3.0k (30d) | +1.4k (30d) | | Open issues delta | +88 (30d) | +123 (30d) | | Full report | [trust report](/tools/agentwrapper-agent-orchestrator/trust.md) | [trust report](/tools/astrbotdevs-astrbot/trust.md) | ## Decision facts: agent-orchestrator - **Adopt for:** Agent Orchestrator is an agent IDE designed to streamline daily coding tasks by managing fleets of autonomous agents. - **License detail:** Apache-2.0 licensed tool suitable for projects under similar licensing terms or requiring open source collaboration features. ## Decision facts: AstrBot - **Adopt for:** AstrBot is an AI agent assistant and development framework that integrates multiple instant messaging platforms, LLMs, plugins, and AI features, offering various deployment methods including cloud, Docker, desktop app, a ## Choose when ### Choose agent-orchestrator if… - agent-orchestrator is primarily Go; AstrBot is Python. - License: agent-orchestrator is Apache-2.0, AstrBot is AGPL-3.0. - Tags unique to agent-orchestrator: agent-fleet, agent-swarm, claude-code, codex-cli. - You are working on large-scale projects with multiple parallel tasks that require efficient CI fixes, merge conflict resolution and code reviews. ### Choose AstrBot if… - AstrBot is primarily Python; agent-orchestrator is Go. - License: AstrBot is AGPL-3.0, agent-orchestrator is Apache-2.0. - Tags unique to AstrBot: agent, ai, astrbot, chatbot. - AstrBot ships Docker support for self-hosted deployment. - When you need a development framework that integrates with multiple instant messaging platforms and LLMs, and you prefer a one-click deployment method using uv or Docker. ## When NOT to use agent-orchestrator - If your work primarily consists of simple or small projects with light tasks, the overhead of setting up Agent Orchestrator may outweigh its benefits. - If you prefer traditional workflow tools without reliance on autonomous agent technology for day-to-day operations. ## When NOT to use AstrBot - If you require a tool that does not support one-click cloud deployment or uv-based deployment, as AstrBot heavily relies on these methods for quick setup. - Avoid using AstrBot if you need a solution that does not integrate with specific instant messaging platforms like Discord, QQ, or Telegram, as it is designed with these integrations in mind. - Do not use AstrBot if you are looking for a tool that does not offer a desktop application deployment option, as it is specifically designed for desktop usage with ChatUI. ## Common questions ### What is the difference between agent-orchestrator and AstrBot? agent-orchestrator: Agent Orchestrator manages fleets of coding agents for parallel tasks like CI fixes and code reviews.. AstrBot: AI Agent Assistant & development framework. See the comparison table for live GitHub stats and shared categories. ### When should I choose agent-orchestrator over AstrBot? Choose agent-orchestrator over AstrBot when agent-orchestrator is primarily Go; AstrBot is Python; License: agent-orchestrator is Apache-2.0, AstrBot is AGPL-3.0; Tags unique to agent-orchestrator: agent-fleet, agent-swarm, claude-code, codex-cli; You are working on large-scale projects with multiple parallel tasks that require efficient CI fixes, merge conflict resolution and code reviews. ### When should I choose AstrBot over agent-orchestrator? Choose AstrBot over agent-orchestrator when AstrBot is primarily Python; agent-orchestrator is Go; License: AstrBot is AGPL-3.0, agent-orchestrator is Apache-2.0; Tags unique to AstrBot: agent, ai, astrbot, chatbot; AstrBot ships Docker support for self-hosted deployment; When you need a development framework that integrates with multiple instant messaging platforms and LLMs, and you prefer a one-click deployment method using uv or Docker. ### When should I avoid agent-orchestrator? If your work primarily consists of simple or small projects with light tasks, the overhead of setting up Agent Orchestrator may outweigh its benefits. If you prefer traditional workflow tools without reliance on autonomous agent technology for day-to-day operations. ### When should I avoid AstrBot? If you require a tool that does not support one-click cloud deployment or uv-based deployment, as AstrBot heavily relies on these methods for quick setup. Avoid using AstrBot if you need a solution that does not integrate with specific instant messaging platforms like Discord, QQ, or Telegram, as it is designed with these integrations in mind. Do not use AstrBot if you are looking for a tool that does not offer a desktop application deployment option, as it is specifically designed for desktop usage with ChatUI. ### Is agent-orchestrator or AstrBot more popular on GitHub? AstrBot has more GitHub stars (40,647 vs 12,156). Stars measure visibility, not whether either tool fits your constraints. ### Are agent-orchestrator and AstrBot open source? Yes - both are open-source projects on GitHub (agent-orchestrator: Apache-2.0, AstrBot: AGPL-3.0). ### Where can I find alternatives to agent-orchestrator or AstrBot? GraphCanon lists graph-backed alternatives at [agent-orchestrator alternatives](/tools/agentwrapper-agent-orchestrator/alternatives) and [AstrBot alternatives](/tools/astrbotdevs-astrbot/alternatives) ([agent-orchestrator markdown twin](/tools/agentwrapper-agent-orchestrator/alternatives.md), [AstrBot markdown twin](/tools/astrbotdevs-astrbot/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/agentwrapper-agent-orchestrator-vs-astrbotdevs-astrbot.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agent-orchestrator or AstrBot? agent-orchestrator: Very active. AstrBot: 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 agent-orchestrator and AstrBot? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agent-orchestrator trust report](/tools/agentwrapper-agent-orchestrator/trust); [AstrBot trust report](/tools/astrbotdevs-astrbot/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=agentwrapper-agent-orchestrator`](/api/graphcanon/graph?tool=agentwrapper-agent-orchestrator) - 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/_