--- title: "notte vs agent-kernel" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/nottelabs-notte-vs-yaalalabs-agent-kernel" tools: ["nottelabs-notte", "yaalalabs-agent-kernel"] --- # notte vs agent-kernel *GraphCanon updated Sep 20, 2026* ## Verdict Pick notte if notte is a Python framework for developing serverless web automation agents with reliable browser infrastructure support. It allows users to build and deploy automated processes directly on the web; 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. [notte](https://www.notte.cc/) reports 2.0k GitHub stars, 182 forks, and 16 open issues, last pushed Sep 19, 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 [notte's repository](https://github.com/nottelabs/notte) and [agent-kernel's repository](https://github.com/yaalalabs/agent-kernel). | | [notte](/tools/nottelabs-notte.md) | [agent-kernel](/tools/yaalalabs-agent-kernel.md) | | --- | --- | --- | | Tagline | Framework for building and deploying serverless web automation agents | The Operating System for Scalable Enterprise AI Agents | | Stars | 2,003 | 188 | | Forks | 182 | 86 | | Open issues | 16 | 137 | | Language | Python | Python | | Adopt for | notte is a Python framework for developing serverless web automation agents with reliable browser infrastructure support. It allows users to build and deploy automated processes directly on the web. | 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 | Other | Apache-2.0 | | Categories | AI Agents | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [notte](/tools/nottelabs-notte.md) | [agent-kernel](/tools/yaalalabs-agent-kernel.md) | | --- | --- | --- | | Days since push | 0d | 1d | | Open issues (now) | 16 | 137 | | Stars delta | +14 (30d) | +75 (30d) | | Open issues delta | +4 (30d) | +9 (30d) | | Full report | [trust report](/tools/nottelabs-notte/trust.md) | [trust report](/tools/yaalalabs-agent-kernel/trust.md) | ## Decision facts: notte - **Adopt for:** notte is a Python framework for developing serverless web automation agents with reliable browser infrastructure support. It allows users to build and deploy automated processes directly on the web. ## 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 notte if… - License: notte is Other, agent-kernel is Apache-2.0. - Tags unique to notte: agent, ai, anthropic, automation. - - When you need a framework built specifically around serverless architecture for deploying web agents that can interact with the internet via modern browsers. ### Choose agent-kernel if… - License: agent-kernel is Apache-2.0, notte is Other. - 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 notte - - If your use case primarily involves on-premise or datacenter environments without the need for cloud-based serverless functions. - - When detailed control over lower-level system tasks beyond web interactions becomes necessary, as notte's focus is on automation within a browser context. ## 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 notte and agent-kernel? notte: Framework for building and deploying serverless web automation agents. 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 notte over agent-kernel? Choose notte over agent-kernel when License: notte is Other, agent-kernel is Apache-2.0; Tags unique to notte: agent, ai, anthropic, automation; - When you need a framework built specifically around serverless architecture for deploying web agents that can interact with the internet via modern browsers. ### When should I choose agent-kernel over notte? Choose agent-kernel over notte when License: agent-kernel is Apache-2.0, notte is Other; 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 notte? - If your use case primarily involves on-premise or datacenter environments without the need for cloud-based serverless functions. - When detailed control over lower-level system tasks beyond web interactions becomes necessary, as notte's focus is on automation within a browser context. ### 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 notte or agent-kernel more popular on GitHub? notte has more GitHub stars (2,003 vs 188). Stars measure visibility, not whether either tool fits your constraints. ### Are notte and agent-kernel open source? Yes - both are open-source projects on GitHub (notte: Other, agent-kernel: Apache-2.0). ### Where can I find alternatives to notte or agent-kernel? GraphCanon lists graph-backed alternatives at [notte alternatives](/tools/nottelabs-notte/alternatives) and [agent-kernel alternatives](/tools/yaalalabs-agent-kernel/alternatives) ([notte markdown twin](/tools/nottelabs-notte/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/nottelabs-notte-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, notte or agent-kernel? notte: Very active. 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 notte and agent-kernel? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [notte trust report](/tools/nottelabs-notte/trust); [agent-kernel trust report](/tools/yaalalabs-agent-kernel/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=nottelabs-notte`](/api/graphcanon/graph?tool=nottelabs-notte) - 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/_