--- title: "automagica vs AgentGPT" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/automagica-automagica-vs-reworkd-agentgpt" tools: ["automagica-automagica", "reworkd-agentgpt"] --- # automagica vs AgentGPT *GraphCanon updated Sep 20, 2026* ## Verdict Pick automagica if automagica is an AI-driven RPA platform that specializes in automating repetitive tasks on desktops and web interfaces using Python; 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 AI projects. [automagica](https://automagica.com) reports 3.1k GitHub stars, 485 forks, and 29 open issues, last pushed Oct 13, 2020. [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 [automagica's repository](https://github.com/automagica/automagica) and [AgentGPT's repository](https://github.com/reworkd/AgentGPT). | | [automagica](/tools/automagica-automagica.md) | [AgentGPT](/tools/reworkd-agentgpt.md) | | --- | --- | --- | | Tagline | AI-powered Smart Robotic Process Automation | Assembler for autonomous AI Agents | | Stars | 3,101 | 36,297 | | Forks | 485 | 9,262 | | Open issues | 29 | 219 | | Language | Python | TypeScript | | Adopt for | Automagica is an AI-driven RPA platform that specializes in automating repetitive tasks on desktops and web interfaces using Python. | 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 | - | GPL-3.0 | | Categories | Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [automagica](/tools/automagica-automagica.md) | [AgentGPT](/tools/reworkd-agentgpt.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Archived (8%) | | Days since push | 2167d | 497d | | Archived on GitHub | No | Yes | | Open issues (now) | 29 | 219 | | Stars delta | +7 (30d) | -7 (30d) | | Full report | [trust report](/tools/automagica-automagica/trust.md) | [trust report](/tools/reworkd-agentgpt/trust.md) | ## Decision facts: automagica - **Adopt for:** Automagica is an AI-driven RPA platform that specializes in automating repetitive tasks on desktops and web interfaces using Python. ## 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 automagica if… - automagica is primarily Python; AgentGPT is TypeScript. - Tags unique to automagica: ai, autoit, automagica-portal, automation. - When you need to automate processes across both desktop applications and web interfaces, leveraging intelligent automation capabilities powered by Python. ### Choose AgentGPT if… - AgentGPT is primarily TypeScript; automagica is Python. - Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup. - Also covers AI Agents. - 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 automagica - Avoid if your specific automation requirements are better served by competitor platforms that offer more extensive pre-built connectors without the need for custom scripting in Python. - If your project strictly requires low-code/no-code solutions where writing or modifying scripts is not feasible or desired. ## 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 automagica and AgentGPT? automagica: AI-powered Smart Robotic Process Automation. AgentGPT: Assembler for autonomous AI Agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose automagica over AgentGPT? Choose automagica over AgentGPT when automagica is primarily Python; AgentGPT is TypeScript; Tags unique to automagica: ai, autoit, automagica-portal, automation; When you need to automate processes across both desktop applications and web interfaces, leveraging intelligent automation capabilities powered by Python. ### When should I choose AgentGPT over automagica? Choose AgentGPT over automagica when AgentGPT is primarily TypeScript; automagica is Python; Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup; Also covers AI Agents; 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 automagica? Avoid if your specific automation requirements are better served by competitor platforms that offer more extensive pre-built connectors without the need for custom scripting in Python. If your project strictly requires low-code/no-code solutions where writing or modifying scripts is not feasible or desired. ### 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 automagica or AgentGPT more popular on GitHub? AgentGPT has more GitHub stars (36,297 vs 3,101). Stars measure visibility, not whether either tool fits your constraints. ### Are automagica and AgentGPT open source? Yes - both are open-source projects on GitHub. ### Where can I find alternatives to automagica or AgentGPT? GraphCanon lists graph-backed alternatives at [automagica alternatives](/tools/automagica-automagica/alternatives) and [AgentGPT alternatives](/tools/reworkd-agentgpt/alternatives) ([automagica markdown twin](/tools/automagica-automagica/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/automagica-automagica-vs-reworkd-agentgpt.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, automagica or AgentGPT? automagica: Dormant. 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 automagica and AgentGPT? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [automagica trust report](/tools/automagica-automagica/trust); [AgentGPT trust report](/tools/reworkd-agentgpt/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=automagica-automagica`](/api/graphcanon/graph?tool=automagica-automagica) - 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/_