--- title: "just-chat vs AutoGPT" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/longevity-genie-just-chat-vs-significant-gravitas-autogpt" tools: ["longevity-genie-just-chat", "significant-gravitas-autogpt"] --- # just-chat vs AutoGPT *GraphCanon updated Jul 11, 2026* ## Verdict Pick just-chat when license: just-chat is Apache-2.0, AutoGPT is Other; pick AutoGPT when license: AutoGPT is Other, just-chat is Apache-2.0. [just-chat](https://github.com/longevity-genie/just-chat) reports 74 GitHub stars, 13 forks, and 2 open issues, last pushed Nov 22, 2025. [AutoGPT](https://agpt.co) has 185k stars, 46k forks, and 494 open issues, last pushed Jul 11, 2026. Figures are from public GitHub metadata via [just-chat's repository](https://github.com/longevity-genie/just-chat) and [AutoGPT's repository](https://github.com/Significant-Gravitas/AutoGPT). | | [just-chat](/tools/longevity-genie-just-chat.md) | [AutoGPT](/tools/significant-gravitas-autogpt.md) | | --- | --- | --- | | Tagline | Make your LLM agent and chat with it simple and fast! | AutoGPT is the vision of accessible AI for everyone, to use and to build on. | | Stars | 74 | 185,464 | | Forks | 13 | 46,111 | | Open issues | 2 | 494 | | Language | Python | Python | | Adopt for | - | AutoGPT is a Python-based tool for creating accessible autonomous AI agents that can leverage various LLM APIs including OpenAI's GPT and Anthropic's Claude. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Other | | Categories | LLM Frameworks, AI Agents | LLM Frameworks, AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [just-chat](/tools/longevity-genie-just-chat.md) | [AutoGPT](/tools/significant-gravitas-autogpt.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 230d | 0d | | Open issues (now) | 2 | 494 | | Full report | [trust report](/tools/longevity-genie-just-chat/trust.md) | [trust report](/tools/significant-gravitas-autogpt/trust.md) | ## Decision facts: AutoGPT - **Adopt for:** AutoGPT is a Python-based tool for creating accessible autonomous AI agents that can leverage various LLM APIs including OpenAI's GPT and Anthropic's Claude. ## Choose when ### Choose just-chat if… - License: just-chat is Apache-2.0, AutoGPT is Other. - Tags unique to just-chat: llama, chat, deepseek, groq. - just-chat ships Docker support for self-hosted deployment. ### Choose AutoGPT if… - License: AutoGPT is Other, just-chat is Apache-2.0. - Tags unique to AutoGPT: llm, artificial-intelligence, autonomous-agents, gpt. - When you need to rapidly prototype or deploy an autonomous agent using existing language models without deep AI expertise. ## When NOT to use just-chat - Last GitHub push was 231 days ago (slowing maintenance, Nov 22, 2025). Validate activity before betting a new project on just-chat. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. ## When NOT to use AutoGPT - Avoid if you require absolute control over the underlying AI infrastructure and APIs used by your autonomous agents, as AutoGPT imposes its own framework. - If your project demands proprietary or specialized models that aren't supported by AutoGPT's API ecosystem (e.g., custom TensorFlow or PyTorch models), consider other tools. ## Common questions ### What is the difference between just-chat and AutoGPT? just-chat: Make your LLM agent and chat with it simple and fast!. AutoGPT: AutoGPT is the vision of accessible AI for everyone, to use and to build on.. See the comparison table for live GitHub stats and shared categories. ### When should I choose just-chat over AutoGPT? Choose just-chat over AutoGPT when License: just-chat is Apache-2.0, AutoGPT is Other; Tags unique to just-chat: llama, chat, deepseek, groq; just-chat ships Docker support for self-hosted deployment. ### When should I choose AutoGPT over just-chat? Choose AutoGPT over just-chat when License: AutoGPT is Other, just-chat is Apache-2.0; Tags unique to AutoGPT: llm, artificial-intelligence, autonomous-agents, gpt; When you need to rapidly prototype or deploy an autonomous agent using existing language models without deep AI expertise. ### When should I avoid just-chat? Last GitHub push was 231 days ago (slowing maintenance, Nov 22, 2025). Validate activity before betting a new project on just-chat. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. ### When should I avoid AutoGPT? Avoid if you require absolute control over the underlying AI infrastructure and APIs used by your autonomous agents, as AutoGPT imposes its own framework. If your project demands proprietary or specialized models that aren't supported by AutoGPT's API ecosystem (e.g., custom TensorFlow or PyTorch models), consider other tools. ### Is just-chat or AutoGPT more popular on GitHub? AutoGPT has more GitHub stars (185,464 vs 74). Stars measure visibility, not whether either tool fits your constraints. ### Are just-chat and AutoGPT open source? Yes - both are open-source projects on GitHub (just-chat: Apache-2.0, AutoGPT: Other). ### Where can I find alternatives to just-chat or AutoGPT? GraphCanon lists graph-backed alternatives at [just-chat alternatives](/tools/longevity-genie-just-chat/alternatives) and [AutoGPT alternatives](/tools/significant-gravitas-autogpt/alternatives) ([just-chat markdown twin](/tools/longevity-genie-just-chat/alternatives.md), [AutoGPT markdown twin](/tools/significant-gravitas-autogpt/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/longevity-genie-just-chat-vs-significant-gravitas-autogpt.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, just-chat or AutoGPT? just-chat: Slowing. AutoGPT: 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 just-chat and AutoGPT? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [just-chat trust report](/tools/longevity-genie-just-chat/trust); [AutoGPT trust report](/tools/significant-gravitas-autogpt/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=longevity-genie-just-chat`](/api/graphcanon/graph?tool=longevity-genie-just-chat) - 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/_