--- title: "automa vs CloakBrowser" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/automaapp-automa-vs-cloakhq-cloakbrowser" tools: ["automaapp-automa", "cloakhq-cloakbrowser"] --- # automa vs CloakBrowser *GraphCanon updated Aug 19, 2026* ## Verdict Pick automa if automa is known for its ease of implementation and browser agnostic design enabling users to streamline tasks on multiple platforms; pick CloakBrowser if cloakBrowser is a modified Chromium browser specifically tailored for passing bot detection tests, integrating fingerprint patches at source-level for advanced anti-detection in web scraping tasks. It offers both Python-. [automa](https://www.goautoma.com/extension) reports 22k GitHub stars, 2.3k forks, and 372 open issues, last pushed Mar 2, 2026. [CloakBrowser](https://cloakbrowser.dev/) has 30k stars, 2.5k forks, and 196 open issues, last pushed Aug 18, 2026. Figures are from public GitHub metadata via [automa's repository](https://github.com/AutomaApp/automa) and [CloakBrowser's repository](https://github.com/CloakHQ/CloakBrowser). | | [automa](/tools/automaapp-automa.md) | [CloakBrowser](/tools/cloakhq-cloakbrowser.md) | | --- | --- | --- | | Tagline | A browser extension for automating your browser by connecting blocks | Stealth Chromium that passes every bot detection test | | Stars | 21,546 | 30,394 | | Forks | 2,331 | 2,517 | | Open issues | 372 | 196 | | Language | Vue | Python | | Adopt for | Automa is known for its ease of implementation and browser agnostic design enabling users to streamline tasks on multiple platforms. | CloakBrowser is a modified Chromium browser specifically tailored for passing bot detection tests, integrating fingerprint patches at source-level for advanced anti-detection in web scraping tasks. It offers both Python- | | Persona | - | - | | Runtime | - | - | | License | Other | MIT | | Categories | Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [automa](/tools/automaapp-automa.md) | [CloakBrowser](/tools/cloakhq-cloakbrowser.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 160d | 0d | | Open issues (now) | 372 | 196 | | Stars delta | Unknown | +1.7k (30d) | | Open issues delta | Unknown | +24 (30d) | | Full report | [trust report](/tools/automaapp-automa/trust.md) | [trust report](/tools/cloakhq-cloakbrowser/trust.md) | ## Decision facts: automa - **Adopt for:** Automa is known for its ease of implementation and browser agnostic design enabling users to streamline tasks on multiple platforms. ## Decision facts: CloakBrowser - **Adopt for:** CloakBrowser is a modified Chromium browser specifically tailored for passing bot detection tests, integrating fingerprint patches at source-level for advanced anti-detection in web scraping tasks. It offers both Python- ## Choose when ### Choose automa if… - automa is primarily Vue; CloakBrowser is Python. - License: automa is Other, CloakBrowser is MIT. - Tags unique to automa: automation, chrome-extension, firefox-extension, hacktoberfest. - If you are working with Chrome or Firefox browsers and require the capability to interconnect blocks to automate repetitive, browser-based actions. ### Choose CloakBrowser if… - CloakBrowser is primarily Python; automa is Vue. - License: CloakBrowser is MIT, automa is Other. - Tags unique to CloakBrowser: anti-detect, antidetect-browser, bot-detection, captcha-bypass. - Also covers AI Agents. - CloakBrowser ships Docker support for self-hosted deployment. - Use CloakBrowser when precise control over fingerprints and a high level of stealth are required to pass stringent bot detection tests. ## When NOT to use automa - When specific automation tasks demand customization via coding rather than block connectivity since Automa is more suited for visual scripting. - If your project involves non-browser-based workflows, as Automa's functionality is limited to browser extensions like Chrome and Firefox. ## When NOT to use CloakBrowser - Avoid using CloakBrowser if you prefer open-source solutions without license requirements for the latest binary versions. - Do not use CloackBrowser in environments where frequent updates to counter bot detection are unnecessary or overkill. ## Common questions ### What is the difference between automa and CloakBrowser? automa: A browser extension for automating your browser by connecting blocks. CloakBrowser: Stealth Chromium that passes every bot detection test. See the comparison table for live GitHub stats and shared categories. ### When should I choose automa over CloakBrowser? Choose automa over CloakBrowser when automa is primarily Vue; CloakBrowser is Python; License: automa is Other, CloakBrowser is MIT; Tags unique to automa: automation, chrome-extension, firefox-extension, hacktoberfest; If you are working with Chrome or Firefox browsers and require the capability to interconnect blocks to automate repetitive, browser-based actions. ### When should I choose CloakBrowser over automa? Choose CloakBrowser over automa when CloakBrowser is primarily Python; automa is Vue; License: CloakBrowser is MIT, automa is Other; Tags unique to CloakBrowser: anti-detect, antidetect-browser, bot-detection, captcha-bypass; Also covers AI Agents; CloakBrowser ships Docker support for self-hosted deployment; Use CloakBrowser when precise control over fingerprints and a high level of stealth are required to pass stringent bot detection tests. ### When should I avoid automa? When specific automation tasks demand customization via coding rather than block connectivity since Automa is more suited for visual scripting. If your project involves non-browser-based workflows, as Automa's functionality is limited to browser extensions like Chrome and Firefox. ### When should I avoid CloakBrowser? Avoid using CloakBrowser if you prefer open-source solutions without license requirements for the latest binary versions. Do not use CloackBrowser in environments where frequent updates to counter bot detection are unnecessary or overkill. ### Is automa or CloakBrowser more popular on GitHub? CloakBrowser has more GitHub stars (30,394 vs 21,546). Stars measure visibility, not whether either tool fits your constraints. ### Are automa and CloakBrowser open source? Yes - both are open-source projects on GitHub (automa: Other, CloakBrowser: MIT). ### Where can I find alternatives to automa or CloakBrowser? GraphCanon lists graph-backed alternatives at [automa alternatives](/tools/automaapp-automa/alternatives) and [CloakBrowser alternatives](/tools/cloakhq-cloakbrowser/alternatives) ([automa markdown twin](/tools/automaapp-automa/alternatives.md), [CloakBrowser markdown twin](/tools/cloakhq-cloakbrowser/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/automaapp-automa-vs-cloakhq-cloakbrowser.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, automa or CloakBrowser? automa: Slowing. CloakBrowser: 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 automa and CloakBrowser? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [automa trust report](/tools/automaapp-automa/trust); [CloakBrowser trust report](/tools/cloakhq-cloakbrowser/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=automaapp-automa`](/api/graphcanon/graph?tool=automaapp-automa) - 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/_