--- title: "lamda vs stealth-browser-mcp" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/firerpa-lamda-vs-vibheksoni-stealth-browser-mcp" tools: ["firerpa-lamda", "vibheksoni-stealth-browser-mcp"] --- # lamda vs stealth-browser-mcp *GraphCanon updated Sep 20, 2026* ## Verdict Pick lamda if lamda is an Android full-stack device control platform with tools for remote desktop control via WebRTC/H264, UI/OCR/image-matching automation, and built-in Frida; pick stealth-browser-mcp if stealth-Browser-MCP is an AI-powered tool for browser automation that focuses on evading anti-bot systems while automating human-like interactions. [lamda](https://device-farm.com/) reports 8.3k GitHub stars, 1.1k forks, and 45 open issues, last pushed Aug 30, 2026. [stealth-browser-mcp](https://github.com/vibheksoni/stealth-browser-mcp) has 2.1k stars, 291 forks, and 2 open issues, last pushed Sep 19, 2026. Figures are from public GitHub metadata via [lamda's repository](https://github.com/firerpa/lamda) and [stealth-browser-mcp's repository](https://github.com/vibheksoni/stealth-browser-mcp). | | [lamda](/tools/firerpa-lamda.md) | [stealth-browser-mcp](/tools/vibheksoni-stealth-browser-mcp.md) | | --- | --- | --- | | Tagline | Android full-stack device control platform with remote access and automation capabilities | AI-powered browser automation that bypasses anti-bot systems | | Stars | 8,297 | 2,100 | | Forks | 1,115 | 291 | | Open issues | 45 | 2 | | Language | Python | Python | | Adopt for | lamda is an Android full-stack device control platform with tools for remote desktop control via WebRTC/H264, UI/OCR/image-matching automation, and built-in Frida. | Stealth-Browser-MCP is an AI-powered tool for browser automation that focuses on evading anti-bot systems while automating human-like interactions. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents, Developer Tools, Evaluation & Observability | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [lamda](/tools/firerpa-lamda.md) | [stealth-browser-mcp](/tools/vibheksoni-stealth-browser-mcp.md) | | --- | --- | --- | | Maintenance | Active (82%) | Very active (96%) | | Days since push | 15d | 0d | | Open issues (now) | 45 | 2 | | Stars delta | +176 (30d) | +541 (30d) | | Open issues delta | +4 (30d) | 0 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/firerpa-lamda/trust.md) | [trust report](/tools/vibheksoni-stealth-browser-mcp/trust.md) | ## Decision facts: lamda - **Hosting:** self hosted - **Pricing:** freemium - Available under the MIT license; includes paid support options not covered in open-source documentation. - **Adopt for:** lamda is an Android full-stack device control platform with tools for remote desktop control via WebRTC/H264, UI/OCR/image-matching automation, and built-in Frida. ## Decision facts: stealth-browser-mcp - **Adopt for:** Stealth-Browser-MCP is an AI-powered tool for browser automation that focuses on evading anti-bot systems while automating human-like interactions. ## Choose when ### Choose lamda if… - Pricing: Available under the MIT license; includes paid support options not covered in open-source documentation.. - Tags unique to lamda: adb, agents, android, appium. - Also covers Evaluation & Observability. - When you need a comprehensive set of over 160 APIs optimized for multi-device cluster management ### Choose stealth-browser-mcp if… - Tags unique to stealth-browser-mcp: ai-agents, anti-bot-bypass, browser-automation, web-scraping. - stealth-browser-mcp ships Docker support for self-hosted deployment. - When you need to automate tasks that require bypassing advanced anti-bot detection mechanisms. ## When NOT to use lamda - If your project strictly avoids open-source tools under the MIT license, favoring proprietary or different licensing schemes - When you do not require extensive networking options such as proxy/VPN/P2P within the toolset - For projects that need fewer API integrations or lighter control capabilities over remote devices ## When NOT to use stealth-browser-mcp - If your browser automation requirements do not involve evading sophisticated anti-bot systems or mimicking human behavior closely enough to trick such defenses. - When the tool's specific approach, which includes AI-generated network hooks and UI cloning, is unnecessary for task completion because simpler solutions can suffice. ## Common questions ### What is the difference between lamda and stealth-browser-mcp? lamda: Android full-stack device control platform with remote access and automation capabilities. stealth-browser-mcp: AI-powered browser automation that bypasses anti-bot systems. See the comparison table for live GitHub stats and shared categories. ### When should I choose lamda over stealth-browser-mcp? Choose lamda over stealth-browser-mcp when Pricing: Available under the MIT license; includes paid support options not covered in open-source documentation.; Tags unique to lamda: adb, agents, android, appium; Also covers Evaluation & Observability; When you need a comprehensive set of over 160 APIs optimized for multi-device cluster management. ### When should I choose stealth-browser-mcp over lamda? Choose stealth-browser-mcp over lamda when Tags unique to stealth-browser-mcp: ai-agents, anti-bot-bypass, browser-automation, web-scraping; stealth-browser-mcp ships Docker support for self-hosted deployment; When you need to automate tasks that require bypassing advanced anti-bot detection mechanisms. ### When should I avoid lamda? If your project strictly avoids open-source tools under the MIT license, favoring proprietary or different licensing schemes When you do not require extensive networking options such as proxy/VPN/P2P within the toolset For projects that need fewer API integrations or lighter control capabilities over remote devices ### When should I avoid stealth-browser-mcp? If your browser automation requirements do not involve evading sophisticated anti-bot systems or mimicking human behavior closely enough to trick such defenses. When the tool's specific approach, which includes AI-generated network hooks and UI cloning, is unnecessary for task completion because simpler solutions can suffice. ### Is lamda or stealth-browser-mcp more popular on GitHub? lamda has more GitHub stars (8,297 vs 2,100). Stars measure visibility, not whether either tool fits your constraints. ### Are lamda and stealth-browser-mcp open source? Yes - both are open-source projects on GitHub (lamda: MIT, stealth-browser-mcp: MIT). ### Where can I find alternatives to lamda or stealth-browser-mcp? GraphCanon lists graph-backed alternatives at [lamda alternatives](/tools/firerpa-lamda/alternatives) and [stealth-browser-mcp alternatives](/tools/vibheksoni-stealth-browser-mcp/alternatives) ([lamda markdown twin](/tools/firerpa-lamda/alternatives.md), [stealth-browser-mcp markdown twin](/tools/vibheksoni-stealth-browser-mcp/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/firerpa-lamda-vs-vibheksoni-stealth-browser-mcp.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, lamda or stealth-browser-mcp? lamda: Active. stealth-browser-mcp: 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 lamda and stealth-browser-mcp? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [lamda trust report](/tools/firerpa-lamda/trust); [stealth-browser-mcp trust report](/tools/vibheksoni-stealth-browser-mcp/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=firerpa-lamda`](/api/graphcanon/graph?tool=firerpa-lamda) - 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/_