--- title: "swarms vs AgentGPT" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/kyegomez-swarms-vs-reworkd-agentgpt" tools: ["kyegomez-swarms", "reworkd-agentgpt"] --- # swarms vs AgentGPT *GraphCanon updated Aug 8, 2026* ## Verdict Pick swarms if swarms is an enterprise-grade framework designed for orchestrating multi-agent systems in production environments with comprehensive support for integrating various AI models and frameworks; pick AgentGPT if agentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their. [swarms](https://docs.swarms.world) reports 7.0k GitHub stars, 971 forks, and 57 open issues, last pushed Jul 27, 2026. [AgentGPT](https://agentgpt.reworkd.ai) has 36k stars, 9.3k forks, and 219 open issues, last pushed Apr 29, 2025. Figures are from public GitHub metadata via [swarms's repository](https://github.com/kyegomez/swarms) and [AgentGPT's repository](https://github.com/reworkd/AgentGPT). | | [swarms](/tools/kyegomez-swarms.md) | [AgentGPT](/tools/reworkd-agentgpt.md) | | --- | --- | --- | | Tagline | The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework | Assembler for autonomous AI Agents | | Stars | 6,994 | 36,304 | | Forks | 971 | 9,288 | | Open issues | 57 | 219 | | Language | Python | TypeScript | | Adopt for | Swarms is an enterprise-grade framework designed for orchestrating multi-agent systems in production environments with comprehensive support for integrating various AI models and frameworks. | AgentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | GPL-3.0 | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [swarms](/tools/kyegomez-swarms.md) | [AgentGPT](/tools/reworkd-agentgpt.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Archived (8%) | | Days since push | 0d | 466d | | Archived on GitHub | No | Yes | | Open issues (now) | 57 | 219 | | Owner type | User | Organization | | Full report | [trust report](/tools/kyegomez-swarms/trust.md) | [trust report](/tools/reworkd-agentgpt/trust.md) | ## Decision facts: swarms - **Adopt for:** Swarms is an enterprise-grade framework designed for orchestrating multi-agent systems in production environments with comprehensive support for integrating various AI models and frameworks. ## Decision facts: AgentGPT - **Adopt for:** AgentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects ## Choose when ### Choose swarms if… - swarms is primarily Python; AgentGPT is TypeScript. - License: swarms is Apache-2.0, AgentGPT is GPL-3.0. - Tags unique to swarms: agentic-ai, agentic-workflow, agents, ai. - Use Swarms if your project requires sophisticated orchestration of multiple agents within a large-scale, enterprise environment. ### Choose AgentGPT if… - AgentGPT is primarily TypeScript; swarms is Python. - License: AgentGPT is GPL-3.0, swarms is Apache-2.0. - Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup. - AgentGPT ships Docker support for self-hosted deployment. - When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI ## When NOT to use swarms - Do not use Swarms if your project is small in scale or does not require the orchestration of multiple agents, as it might introduce unnecessary complexity. - Avoid Swarms if your development team lacks enterprise-grade multi-agent system experience, as its advanced features could be difficult to manage without proper expertise. ## When NOT to use AgentGPT - Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box - Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment ## Common questions ### What is the difference between swarms and AgentGPT? swarms: The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. AgentGPT: Assembler for autonomous AI Agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose swarms over AgentGPT? Choose swarms over AgentGPT when swarms is primarily Python; AgentGPT is TypeScript; License: swarms is Apache-2.0, AgentGPT is GPL-3.0; Tags unique to swarms: agentic-ai, agentic-workflow, agents, ai; Use Swarms if your project requires sophisticated orchestration of multiple agents within a large-scale, enterprise environment. ### When should I choose AgentGPT over swarms? Choose AgentGPT over swarms when AgentGPT is primarily TypeScript; swarms is Python; License: AgentGPT is GPL-3.0, swarms is Apache-2.0; Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup; AgentGPT ships Docker support for self-hosted deployment; When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI. ### When should I avoid swarms? Do not use Swarms if your project is small in scale or does not require the orchestration of multiple agents, as it might introduce unnecessary complexity. Avoid Swarms if your development team lacks enterprise-grade multi-agent system experience, as its advanced features could be difficult to manage without proper expertise. ### When should I avoid AgentGPT? Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment ### Is swarms or AgentGPT more popular on GitHub? AgentGPT has more GitHub stars (36,304 vs 6,994). Stars measure visibility, not whether either tool fits your constraints. ### Are swarms and AgentGPT open source? Yes - both are open-source projects on GitHub (swarms: Apache-2.0, AgentGPT: GPL-3.0). ### Where can I find alternatives to swarms or AgentGPT? GraphCanon lists graph-backed alternatives at [swarms alternatives](/tools/kyegomez-swarms/alternatives) and [AgentGPT alternatives](/tools/reworkd-agentgpt/alternatives) ([swarms markdown twin](/tools/kyegomez-swarms/alternatives.md), [AgentGPT markdown twin](/tools/reworkd-agentgpt/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/kyegomez-swarms-vs-reworkd-agentgpt.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, swarms or AgentGPT? swarms: Very active. AgentGPT: Archived. 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 swarms and AgentGPT? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [swarms trust report](/tools/kyegomez-swarms/trust); [AgentGPT trust report](/tools/reworkd-agentgpt/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=kyegomez-swarms`](/api/graphcanon/graph?tool=kyegomez-swarms) - 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/_