--- title: "browser-use vs semble" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/browser-use-browser-use-vs-minishlab-semble" tools: ["browser-use-browser-use", "minishlab-semble"] --- # browser-use vs semble *GraphCanon updated Jul 12, 2026* ## Verdict Pick browser-use if browser-use is a Python-based toolset that facilitates web task automation and enhances website interaction accessibility for AI agents using browser automation techniques; pick semble if semble is a Python-based tool that facilitates fast and accurate code search for AI agents with up to 98% fewer tokens compared to traditional grep+read methods. [browser-use](https://browser-use.com) reports 104k GitHub stars, 11k forks, and 296 open issues, last pushed Jul 11, 2026. [semble](https://minish.ai/packages/semble/introduction/) has 5.6k stars, 236 forks, and 8 open issues, last pushed Jul 8, 2026. Figures are from public GitHub metadata via [browser-use's repository](https://github.com/browser-use/browser-use) and [semble's repository](https://github.com/MinishLab/semble). | | [browser-use](/tools/browser-use-browser-use.md) | [semble](/tools/minishlab-semble.md) | | --- | --- | --- | | Tagline | Make websites accessible for AI agents. Automate tasks online with ease. | Fast and Accurate Code Search for Agents | | Stars | 104,191 | 5,581 | | Forks | 11,486 | 236 | | Open issues | 296 | 8 | | Language | Python | Python | | Adopt for | browser-use is a Python-based toolset that facilitates web task automation and enhances website interaction accessibility for AI agents using browser automation techniques. | Semble is a Python-based tool that facilitates fast and accurate code search for AI agents with up to 98% fewer tokens compared to traditional grep+read methods. | | Persona | - | - | | Runtime | - | - | | License | The MIT License provides great flexibility and permissiveness for both open-source and proprietary software projects. | MIT | | Categories | AI Agents, Developer Tools | AI Agents, Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [browser-use](/tools/browser-use-browser-use.md) | [semble](/tools/minishlab-semble.md) | | --- | --- | --- | | Days since push | 0d | 3d | | Open issues (now) | 296 | 8 | | Security scan | No lockfile | No MCP manifest | | Full report | [trust report](/tools/browser-use-browser-use/trust.md) | [trust report](/tools/minishlab-semble/trust.md) | ## Decision facts: browser-use - **Pricing:** freemium - This tool is provided under the MIT license which means you can use it freely but there are no guarantees or formal support unless included in separate agreements. - **Requirements:** Min 2 GB RAM; Requires Docker; Playwright installation and configuration needed for full functionality. - **Adopt for:** browser-use is a Python-based toolset that facilitates web task automation and enhances website interaction accessibility for AI agents using browser automation techniques. - **License detail:** The MIT License provides great flexibility and permissiveness for both open-source and proprietary software projects. ## Decision facts: semble - **Requirements:** Operating with Python, Semble does not require Docker for its operation. - **Adopt for:** Semble is a Python-based tool that facilitates fast and accurate code search for AI agents with up to 98% fewer tokens compared to traditional grep+read methods. ## Choose when ### Choose browser-use if… - Pricing: This tool is provided under the MIT license which means you can use it freely but there are no guarantees or formal support unless included in separate agreements.. - Requirements: Min 2 GB RAM; Requires Docker; Playwright installation and configuration needed for full functionality.. - Tags unique to browser-use: ai-agents, ai-tools, browser-automation, llm. - Also covers Developer Tools. - When you need to automate interactions with websites in a straightforward manner, especially if your use case already leverages Playwright under the hood. ### Choose semble if… - Requirements: Operating with Python, Semble does not require Docker for its operation.. - Tags unique to semble: agents, code-search, embeddings, mcp. - Also covers Data & Retrieval. - - Use Semble when you are specifically working with AI agents or models and require efficient, token-economical code search operations. ## When NOT to use browser-use - Avoid using browser-use if your automation workflow requires features that are exclusive to a different framework or library, such as specific functionalities only available in Selenium, as browseruse ## When NOT to use semble - - Avoid using Semble if your use case does not involve AI agents or the model-context-protocol (MCP). Competitor tools might offer better features tailored to non-agent-based code search. - - Not recommended in scenarios where token efficiency is not a concern, as competitors may provide more versatile functionalities without focusing on token reduction. ## Common questions ### What is the difference between browser-use and semble? browser-use: Make websites accessible for AI agents. Automate tasks online with ease.. semble: Fast and Accurate Code Search for Agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose browser-use over semble? Choose browser-use over semble when Pricing: This tool is provided under the MIT license which means you can use it freely but there are no guarantees or formal support unless included in separate agreements.; Requirements: Min 2 GB RAM; Requires Docker; Playwright installation and configuration needed for full functionality.; Tags unique to browser-use: ai-agents, ai-tools, browser-automation, llm; Also covers Developer Tools; When you need to automate interactions with websites in a straightforward manner, especially if your use case already leverages Playwright under the hood. ### When should I choose semble over browser-use? Choose semble over browser-use when Requirements: Operating with Python, Semble does not require Docker for its operation.; Tags unique to semble: agents, code-search, embeddings, mcp; Also covers Data & Retrieval; - Use Semble when you are specifically working with AI agents or models and require efficient, token-economical code search operations. ### When should I avoid browser-use? Avoid using browser-use if your automation workflow requires features that are exclusive to a different framework or library, such as specific functionalities only available in Selenium, as browseruse ### When should I avoid semble? - Avoid using Semble if your use case does not involve AI agents or the model-context-protocol (MCP). Competitor tools might offer better features tailored to non-agent-based code search. - Not recommended in scenarios where token efficiency is not a concern, as competitors may provide more versatile functionalities without focusing on token reduction. ### Is browser-use or semble more popular on GitHub? browser-use has more GitHub stars (104,191 vs 5,581). Stars measure visibility, not whether either tool fits your constraints. ### Are browser-use and semble open source? Yes - both are open-source projects on GitHub (browser-use: MIT, semble: MIT). ### Where can I find alternatives to browser-use or semble? GraphCanon lists graph-backed alternatives at [browser-use alternatives](/tools/browser-use-browser-use/alternatives) and [semble alternatives](/tools/minishlab-semble/alternatives) ([browser-use markdown twin](/tools/browser-use-browser-use/alternatives.md), [semble markdown twin](/tools/minishlab-semble/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/browser-use-browser-use-vs-minishlab-semble.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, browser-use or semble? browser-use: Very active. semble: 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 browser-use and semble? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [browser-use trust report](/tools/browser-use-browser-use/trust); [semble trust report](/tools/minishlab-semble/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=browser-use-browser-use`](/api/graphcanon/graph?tool=browser-use-browser-use) - 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/_