--- title: "notebook vs AgentGPT" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/jupyter-notebook-vs-reworkd-agentgpt" tools: ["jupyter-notebook", "reworkd-agentgpt"] --- # notebook vs AgentGPT *GraphCanon updated Jul 11, 2026* ## Verdict Pick notebook when notebook is primarily Jupyter Notebook; AgentGPT is TypeScript; pick AgentGPT when agentGPT is primarily TypeScript; notebook is Jupyter Notebook. [notebook](https://jupyter-notebook.readthedocs.io/) reports 13k GitHub stars, 5.7k forks, and 1.9k open issues, last pushed Jul 10, 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 [notebook's repository](https://github.com/jupyter/notebook) and [AgentGPT's repository](https://github.com/reworkd/AgentGPT). | | [notebook](/tools/jupyter-notebook.md) | [AgentGPT](/tools/reworkd-agentgpt.md) | | --- | --- | --- | | Tagline | Jupyter Interactive Notebook | Assembler for autonomous AI Agents | | Stars | 13,242 | 36,264 | | Forks | 5,690 | 9,303 | | Open issues | 1,904 | 219 | | Language | Jupyter Notebook | TypeScript | | 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 | | Persona | - | - | | Runtime | - | - | | License | BSD-3-Clause | GPL-3.0 | | Categories | Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [notebook](/tools/jupyter-notebook.md) | [AgentGPT](/tools/reworkd-agentgpt.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Archived (8%) | | Days since push | 1d | 438d | | Archived on GitHub | No | Yes | | Open issues (now) | 1.9k | 219 | | Full report | [trust report](/tools/jupyter-notebook/trust.md) | [trust report](/tools/reworkd-agentgpt/trust.md) | ## 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 notebook if… - notebook is primarily Jupyter Notebook; AgentGPT is TypeScript. - License: notebook is BSD-3-Clause, AgentGPT is GPL-3.0. - Tags unique to notebook: closember, jupyter, jupyter notebook, notebook. ### Choose AgentGPT if… - AgentGPT is primarily TypeScript; notebook is Jupyter Notebook. - License: AgentGPT is GPL-3.0, notebook is BSD-3-Clause. - 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 notebook - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## 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 notebook and AgentGPT? notebook: Jupyter Interactive Notebook. AgentGPT: Assembler for autonomous AI Agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose notebook over AgentGPT? Choose notebook over AgentGPT when notebook is primarily Jupyter Notebook; AgentGPT is TypeScript; License: notebook is BSD-3-Clause, AgentGPT is GPL-3.0; Tags unique to notebook: closember, jupyter, jupyter notebook, notebook. ### When should I choose AgentGPT over notebook? Choose AgentGPT over notebook when AgentGPT is primarily TypeScript; notebook is Jupyter Notebook; License: AgentGPT is GPL-3.0, notebook is BSD-3-Clause; 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 notebook? Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### 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 notebook or AgentGPT more popular on GitHub? AgentGPT has more GitHub stars (36,264 vs 13,242). Stars measure visibility, not whether either tool fits your constraints. ### Are notebook and AgentGPT open source? Yes - both are open-source projects on GitHub (notebook: BSD-3-Clause, AgentGPT: GPL-3.0). ### Where can I find alternatives to notebook or AgentGPT? GraphCanon lists graph-backed alternatives at [notebook alternatives](/tools/jupyter-notebook/alternatives) and [AgentGPT alternatives](/tools/reworkd-agentgpt/alternatives) ([notebook markdown twin](/tools/jupyter-notebook/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/jupyter-notebook-vs-reworkd-agentgpt.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, notebook or AgentGPT? notebook: 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 notebook and AgentGPT? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [notebook trust report](/tools/jupyter-notebook/trust); [AgentGPT trust report](/tools/reworkd-agentgpt/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=jupyter-notebook`](/api/graphcanon/graph?tool=jupyter-notebook) - 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/_