--- title: "browser-agent vs agent-kernel" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/magnitudedev-browser-agent-vs-yaalalabs-agent-kernel" tools: ["magnitudedev-browser-agent", "yaalalabs-agent-kernel"] --- # browser-agent vs agent-kernel *GraphCanon updated Sep 20, 2026* ## Verdict Pick browser-agent if browser-agent specializes in vision-first web automation tasks using AI capabilities integrated with frameworks like Playwright; pick agent-kernel if agent-kernel provides an operating system for scalable enterprise AI agents, supporting deployment and orchestration at scale with native integration support for MCP and A2A. [browser-agent](https://magnitude.run) reports 4.1k GitHub stars, 238 forks, and 34 open issues, last pushed Feb 8, 2026. [agent-kernel](https://kernel.yaala.ai/) has 188 stars, 86 forks, and 137 open issues, last pushed Sep 11, 2026. Figures are from public GitHub metadata via [browser-agent's repository](https://github.com/magnitudedev/browser-agent) and [agent-kernel's repository](https://github.com/yaalalabs/agent-kernel). | | [browser-agent](/tools/magnitudedev-browser-agent.md) | [agent-kernel](/tools/yaalalabs-agent-kernel.md) | | --- | --- | --- | | Tagline | Open-source vision-first browser agent for AI automation | The Operating System for Scalable Enterprise AI Agents | | Stars | 4,128 | 188 | | Forks | 238 | 86 | | Open issues | 34 | 137 | | Language | TypeScript | Python | | Adopt for | browser-agent specializes in vision-first web automation tasks using AI capabilities integrated with frameworks like Playwright. | Agent-kernel provides an operating system for scalable enterprise AI agents, supporting deployment and orchestration at scale with native integration support for MCP and A2A. | | Persona | - | - | | Runtime | - | - | | License | The browser-agent project is licensed under Apache-2.0, allowing free use, modification, and distribution with attribution. | Apache-2.0 | | Categories | AI Agents, Computer Vision | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [browser-agent](/tools/magnitudedev-browser-agent.md) | [agent-kernel](/tools/yaalalabs-agent-kernel.md) | | --- | --- | --- | | Maintenance | Slowing (36%) | Very active (96%) | | Days since push | 223d | 1d | | Open issues (now) | 34 | 137 | | Stars delta | +13 (30d) | +75 (30d) | | Open issues delta | 0 (30d) | +9 (30d) | | Full report | [trust report](/tools/magnitudedev-browser-agent/trust.md) | [trust report](/tools/yaalalabs-agent-kernel/trust.md) | ## Decision facts: browser-agent - **Hosting:** self hosted - browser-agent operates as a self-hosted tool; users must download the source code from its repository on Magnitudedev's platform. - **Pricing:** freemium - **Adopt for:** browser-agent specializes in vision-first web automation tasks using AI capabilities integrated with frameworks like Playwright. - **License detail:** The browser-agent project is licensed under Apache-2.0, allowing free use, modification, and distribution with attribution. ## Decision facts: agent-kernel - **Requirements:** It requires Python versions between 3.12 and 3.13.x.; Supports deployment to various environments such as AWS Lambda, ECS, Azure Functions, or Container Apps via one Terraform module. - **Adopt for:** Agent-kernel provides an operating system for scalable enterprise AI agents, supporting deployment and orchestration at scale with native integration support for MCP and A2A. ## Choose when ### Choose browser-agent if… - browser-agent is primarily TypeScript; agent-kernel is Python. - browser-agent operates as a self-hosted tool; users must download the source code from its repository on Magnitudedev's platform. - Tags unique to browser-agent: ai, automation, browser, framework. - Also covers Computer Vision. - Use browser-agent if you are working on projects that require vision-centric interactions with websites, as it utilizes a unique vision-first approach for automation tasks. ### Choose agent-kernel if… - agent-kernel is primarily Python; browser-agent is TypeScript. - Requirements: It requires Python versions between 3.12 and 3.13.x.; Supports deployment to various environments such as AWS Lambda, ECS, Azure Functions, or Container Apps via one Terraform module.. - Tags unique to agent-kernel: a2a, adk, aws, azure. - If you require seamless scalability across different cloud providers like AWS and Azure without lock-in or rewrites. ## When NOT to use browser-agent - Avoid using browser-agent if you need simple text-based web scraping or interactions that do not require sophisticated visual analysis from the web page content. - Do not use if you are looking for a solution solely dedicated to functional testing, as this tool is primarily designed for automating tasks rather than ensuring software functionality. ## When NOT to use agent-kernel - If your project is confined to a single, specific AI framework which doesn't require the flexibility Agent-kernel offers. - When you do not have Python version 3.12 - 3.13.x, as it's the required runtime environment. ## Common questions ### What is the difference between browser-agent and agent-kernel? browser-agent: Open-source vision-first browser agent for AI automation. agent-kernel: The Operating System for Scalable Enterprise AI Agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose browser-agent over agent-kernel? Choose browser-agent over agent-kernel when browser-agent is primarily TypeScript; agent-kernel is Python; browser-agent operates as a self-hosted tool; users must download the source code from its repository on Magnitudedev's platform; Tags unique to browser-agent: ai, automation, browser, framework; Also covers Computer Vision; Use browser-agent if you are working on projects that require vision-centric interactions with websites, as it utilizes a unique vision-first approach for automation tasks. ### When should I choose agent-kernel over browser-agent? Choose agent-kernel over browser-agent when agent-kernel is primarily Python; browser-agent is TypeScript; Requirements: It requires Python versions between 3.12 and 3.13.x.; Supports deployment to various environments such as AWS Lambda, ECS, Azure Functions, or Container Apps via one Terraform module.; Tags unique to agent-kernel: a2a, adk, aws, azure; If you require seamless scalability across different cloud providers like AWS and Azure without lock-in or rewrites. ### When should I avoid browser-agent? Avoid using browser-agent if you need simple text-based web scraping or interactions that do not require sophisticated visual analysis from the web page content. Do not use if you are looking for a solution solely dedicated to functional testing, as this tool is primarily designed for automating tasks rather than ensuring software functionality. ### When should I avoid agent-kernel? If your project is confined to a single, specific AI framework which doesn't require the flexibility Agent-kernel offers. When you do not have Python version 3.12 - 3.13.x, as it's the required runtime environment. ### Is browser-agent or agent-kernel more popular on GitHub? browser-agent has more GitHub stars (4,128 vs 188). Stars measure visibility, not whether either tool fits your constraints. ### Are browser-agent and agent-kernel open source? Yes - both are open-source projects on GitHub (browser-agent: Apache-2.0, agent-kernel: Apache-2.0). ### Where can I find alternatives to browser-agent or agent-kernel? GraphCanon lists graph-backed alternatives at [browser-agent alternatives](/tools/magnitudedev-browser-agent/alternatives) and [agent-kernel alternatives](/tools/yaalalabs-agent-kernel/alternatives) ([browser-agent markdown twin](/tools/magnitudedev-browser-agent/alternatives.md), [agent-kernel markdown twin](/tools/yaalalabs-agent-kernel/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/magnitudedev-browser-agent-vs-yaalalabs-agent-kernel.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, browser-agent or agent-kernel? browser-agent: Slowing. agent-kernel: 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-agent and agent-kernel? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [browser-agent trust report](/tools/magnitudedev-browser-agent/trust); [agent-kernel trust report](/tools/yaalalabs-agent-kernel/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=magnitudedev-browser-agent`](/api/graphcanon/graph?tool=magnitudedev-browser-agent) - 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/_