--- title: "hive vs beehive" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/aden-hive-hive-vs-muesli-beehive" tools: ["aden-hive-hive", "muesli-beehive"] --- # hive vs beehive *GraphCanon updated Sep 30, 2026* ## Verdict Pick hive if hive is a Python-based multi-agent framework for production AI, emphasizing human-in-the-loop operations and self-improving autonomous agents; pick beehive if beehive, an event-driven and agent-based automation framework in Go under AGPL-3.0 license, supports complex workflows via Docker and Ansible. [hive](https://github.com/aden-hive/hive) reports 11k GitHub stars, 5.7k forks, and 1.4k open issues, last pushed Sep 14, 2026. [beehive](https://github.com/muesli/beehive) has 6.5k stars, 327 forks, and 119 open issues, last pushed Feb 25, 2023. Figures are from public GitHub metadata via [hive's repository](https://github.com/aden-hive/hive) and [beehive's repository](https://github.com/muesli/beehive). | | [hive](/tools/aden-hive-hive.md) | [beehive](/tools/muesli-beehive.md) | | --- | --- | --- | | Tagline | Multi-Agent Harness for Production AI | A flexible event/agent & automation system with lots of bees | | Stars | 11,052 | 6,490 | | Forks | 5,664 | 327 | | Open issues | 1,354 | 119 | | Language | Python | Go | | Adopt for | Hive is a Python-based multi-agent framework for production AI, emphasizing human-in-the-loop operations and self-improving autonomous agents. | Beehive, an event-driven and agent-based automation framework in Go under AGPL-3.0 license, supports complex workflows via Docker and Ansible. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | AGPL-3.0 | | Categories | AI Agents | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [hive](/tools/aden-hive-hive.md) | [beehive](/tools/muesli-beehive.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 4d | 1298d | | Open issues (now) | 1.4k | 119 | | Stars delta | +318 (30d) | +5 (30d) | | Open issues delta | +41 (30d) | 0 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/aden-hive-hive/trust.md) | [trust report](/tools/muesli-beehive/trust.md) | ## Decision facts: hive - **Adopt for:** Hive is a Python-based multi-agent framework for production AI, emphasizing human-in-the-loop operations and self-improving autonomous agents. ## Decision facts: beehive - **Adopt for:** Beehive, an event-driven and agent-based automation framework in Go under AGPL-3.0 license, supports complex workflows via Docker and Ansible. ## Choose when ### Choose hive if… - hive is primarily Python; beehive is Go. - License: hive is Apache-2.0, beehive is AGPL-3.0. - Tags unique to hive: agent, agent-framework, agent-skills, anthropic. - When you need a framework that supports human-in-the-loop operations for better oversight and control over AI agents. ### Choose beehive if… - beehive is primarily Go; hive is Python. - License: beehive is AGPL-3.0, hive is Apache-2.0. - Tags unique to beehive: event-driven-architecture, workflow-management. - Also covers Developer Tools. - beehive ships Docker support for self-hosted deployment. - You prioritize Go for development and need a flexible tool supporting Docker and Ansible deployment. ## When NOT to use hive - If your team lacks the expertise to manually set up the environment as Hive does not support installation via pip. - When you require a more straightforward setup process, as Hive's setup involves using a quickstart script and not pip. - If your project does not benefit from or require the complexity of multi-agent operations and human-in-the-loop capabilities. ## When NOT to use beehive - If your project demands proprietary licensing, avoiding AGPL-3.0 is essential. - For projects requiring languages other than Go for automation frameworks. ## Common questions ### What is the difference between hive and beehive? hive: Multi-Agent Harness for Production AI. beehive: A flexible event/agent & automation system with lots of bees. See the comparison table for live GitHub stats and shared categories. ### When should I choose hive over beehive? Choose hive over beehive when hive is primarily Python; beehive is Go; License: hive is Apache-2.0, beehive is AGPL-3.0; Tags unique to hive: agent, agent-framework, agent-skills, anthropic; When you need a framework that supports human-in-the-loop operations for better oversight and control over AI agents. ### When should I choose beehive over hive? Choose beehive over hive when beehive is primarily Go; hive is Python; License: beehive is AGPL-3.0, hive is Apache-2.0; Tags unique to beehive: event-driven-architecture, workflow-management; Also covers Developer Tools; beehive ships Docker support for self-hosted deployment; You prioritize Go for development and need a flexible tool supporting Docker and Ansible deployment. ### When should I avoid hive? If your team lacks the expertise to manually set up the environment as Hive does not support installation via pip. When you require a more straightforward setup process, as Hive's setup involves using a quickstart script and not pip. If your project does not benefit from or require the complexity of multi-agent operations and human-in-the-loop capabilities. ### When should I avoid beehive? If your project demands proprietary licensing, avoiding AGPL-3.0 is essential. For projects requiring languages other than Go for automation frameworks. ### Is hive or beehive more popular on GitHub? hive has more GitHub stars (11,052 vs 6,490). Stars measure visibility, not whether either tool fits your constraints. ### Are hive and beehive open source? Yes - both are open-source projects on GitHub (hive: Apache-2.0, beehive: AGPL-3.0). ### Where can I find alternatives to hive or beehive? GraphCanon lists graph-backed alternatives at [hive alternatives](/tools/aden-hive-hive/alternatives) and [beehive alternatives](/tools/muesli-beehive/alternatives) ([hive markdown twin](/tools/aden-hive-hive/alternatives.md), [beehive markdown twin](/tools/muesli-beehive/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/aden-hive-hive-vs-muesli-beehive.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, hive or beehive? hive: Very active. beehive: 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 hive and beehive? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [hive trust report](/tools/aden-hive-hive/trust); [beehive trust report](/tools/muesli-beehive/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=aden-hive-hive`](/api/graphcanon/graph?tool=aden-hive-hive) - 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/_