--- title: "Atomic-Chat vs page-assist" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/atomicbot-ai-atomic-chat-vs-n4ze3m-page-assist" tools: ["atomicbot-ai-atomic-chat", "n4ze3m-page-assist"] --- # Atomic-Chat vs page-assist *GraphCanon updated Sep 20, 2026* ## Verdict Pick Atomic-Chat if atomic-Chat is a local AI app and inference engine for agents that runs open-weight LLMs privately offline; pick page-assist if a Chrome and Firefox extension enabling local AI model-assisted web browsing, built with TypeScript under an MIT license and requiring Bun for development. [Atomic-Chat](https://atomic.chat) reports 1.5k GitHub stars, 178 forks, and 55 open issues, last pushed Sep 19, 2026. [page-assist](https://chromewebstore.google.com/detail/page-assist-a-web-ui-for/jfgfiigpkhlkbnfnbobbkinehhfdhndo) has 8.2k stars, 784 forks, and 364 open issues, last pushed Sep 19, 2026. Figures are from public GitHub metadata via [Atomic-Chat's repository](https://github.com/AtomicBot-ai/Atomic-Chat) and [page-assist's repository](https://github.com/n4ze3m/page-assist). | | [Atomic-Chat](/tools/atomicbot-ai-atomic-chat.md) | [page-assist](/tools/n4ze3m-page-assist.md) | | --- | --- | --- | | Tagline | Local AI app and inference engine for agents | Use your locally running AI models to assist you in web browsing | | Stars | 1,526 | 8,220 | | Forks | 178 | 784 | | Open issues | 55 | 364 | | Language | TypeScript | TypeScript | | Adopt for | Atomic-Chat is a local AI app and inference engine for agents that runs open-weight LLMs privately offline. | A Chrome and Firefox extension enabling local AI model-assisted web browsing, built with TypeScript under an MIT license and requiring Bun for development. | | Persona | - | - | | Runtime | - | - | | License | Other | MIT | | Categories | Developer Tools, Inference & Serving | Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Atomic-Chat](/tools/atomicbot-ai-atomic-chat.md) | [page-assist](/tools/n4ze3m-page-assist.md) | | --- | --- | --- | | Open issues (now) | 55 | 364 | | Stars delta | +368 (30d) | +73 (30d) | | Open issues delta | +11 (30d) | +12 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/atomicbot-ai-atomic-chat/trust.md) | [trust report](/tools/n4ze3m-page-assist/trust.md) | ## Decision facts: Atomic-Chat - **Hosting:** self hosted - **Requirements:** Atomic-Chat requires TypeScript for development.; Ensure you have the necessary hardware and setup to run open-weight LLM models locally. - **Adopt for:** Atomic-Chat is a local AI app and inference engine for agents that runs open-weight LLMs privately offline. ## Decision facts: page-assist - **Adopt for:** A Chrome and Firefox extension enabling local AI model-assisted web browsing, built with TypeScript under an MIT license and requiring Bun for development. ## Choose when ### Choose Atomic-Chat if… - License: Atomic-Chat is Other, page-assist is MIT. - Requirements: Atomic-Chat requires TypeScript for development.; Ensure you have the necessary hardware and setup to run open-weight LLM models locally.. - Tags unique to Atomic-Chat: ai-agent, local-first. - Also covers Inference & Serving. - When you need to run large language models (LLMs) locally with full privacy and no internet connectivity required. ### Choose page-assist if… - License: page-assist is MIT, Atomic-Chat is Other. - Tags unique to page-assist: chat-application, chrome-extension, localllm, ollama. - page-assist ships an MCP server manifest. - You need to integrate your own locally developed AI models into a browser environment ## When NOT to use Atomic-Chat - Avoid Atomic-Chat when you need cloud-based AI services that offer automatic updates and maintenance, as it focuses on local offline deployment. - Do not choose this tool if your project does not require deep-seek capabilities or self-hosted solutions but prefers more mainstream LLMs like Qwen. ## When NOT to use page-assist - If you require cloud-hosted AI services, as page-assist focuses on local model use - When the development setup demands a specific build tool other than Bun or npm - In environments where installation of additional software such as Ollama is restricted ## Common questions ### What is the difference between Atomic-Chat and page-assist? Atomic-Chat: Local AI app and inference engine for agents. page-assist: Use your locally running AI models to assist you in web browsing. See the comparison table for live GitHub stats and shared categories. ### When should I choose Atomic-Chat over page-assist? Choose Atomic-Chat over page-assist when License: Atomic-Chat is Other, page-assist is MIT; Requirements: Atomic-Chat requires TypeScript for development.; Ensure you have the necessary hardware and setup to run open-weight LLM models locally.; Tags unique to Atomic-Chat: ai-agent, local-first; Also covers Inference & Serving; When you need to run large language models (LLMs) locally with full privacy and no internet connectivity required. ### When should I choose page-assist over Atomic-Chat? Choose page-assist over Atomic-Chat when License: page-assist is MIT, Atomic-Chat is Other; Tags unique to page-assist: chat-application, chrome-extension, localllm, ollama; page-assist ships an MCP server manifest; You need to integrate your own locally developed AI models into a browser environment. ### When should I avoid Atomic-Chat? Avoid Atomic-Chat when you need cloud-based AI services that offer automatic updates and maintenance, as it focuses on local offline deployment. Do not choose this tool if your project does not require deep-seek capabilities or self-hosted solutions but prefers more mainstream LLMs like Qwen. ### When should I avoid page-assist? If you require cloud-hosted AI services, as page-assist focuses on local model use When the development setup demands a specific build tool other than Bun or npm In environments where installation of additional software such as Ollama is restricted ### Is Atomic-Chat or page-assist more popular on GitHub? page-assist has more GitHub stars (8,220 vs 1,526). Stars measure visibility, not whether either tool fits your constraints. ### Are Atomic-Chat and page-assist open source? Yes - both are open-source projects on GitHub (Atomic-Chat: Other, page-assist: MIT). ### Where can I find alternatives to Atomic-Chat or page-assist? GraphCanon lists graph-backed alternatives at [Atomic-Chat alternatives](/tools/atomicbot-ai-atomic-chat/alternatives) and [page-assist alternatives](/tools/n4ze3m-page-assist/alternatives) ([Atomic-Chat markdown twin](/tools/atomicbot-ai-atomic-chat/alternatives.md), [page-assist markdown twin](/tools/n4ze3m-page-assist/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/atomicbot-ai-atomic-chat-vs-n4ze3m-page-assist.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, Atomic-Chat or page-assist? Atomic-Chat: Very active. page-assist: 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 Atomic-Chat and page-assist? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Atomic-Chat trust report](/tools/atomicbot-ai-atomic-chat/trust); [page-assist trust report](/tools/n4ze3m-page-assist/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=atomicbot-ai-atomic-chat`](/api/graphcanon/graph?tool=atomicbot-ai-atomic-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/_