--- title: "agent-kernel vs autoMate" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/yaalalabs-agent-kernel-vs-yuruotong1-automate" tools: ["yaalalabs-agent-kernel", "yuruotong1-automate"] --- # agent-kernel vs autoMate *GraphCanon updated Sep 20, 2026* ## Verdict 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; pick autoMate if autoMate is an AI-driven local automation assistant that operates via natural language commands to automate computer tasks. [agent-kernel](https://kernel.yaala.ai/) reports 188 GitHub stars, 86 forks, and 137 open issues, last pushed Sep 11, 2026. [autoMate](https://github.com/yuruotong1/autoMate) has 4.0k stars, 491 forks, and 3 open issues, last pushed Sep 18, 2026. Figures are from public GitHub metadata via [agent-kernel's repository](https://github.com/yaalalabs/agent-kernel) and [autoMate's repository](https://github.com/yuruotong1/autoMate). | | [agent-kernel](/tools/yaalalabs-agent-kernel.md) | [autoMate](/tools/yuruotong1-automate.md) | | --- | --- | --- | | Tagline | The Operating System for Scalable Enterprise AI Agents | AI-driven local automation assistant using natural language | | Stars | 188 | 3,964 | | Forks | 86 | 491 | | Open issues | 137 | 3 | | Language | Python | Python | | 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. | autoMate is an AI-driven local automation assistant that operates via natural language commands to automate computer tasks. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT License | | Categories | AI Agents | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agent-kernel](/tools/yaalalabs-agent-kernel.md) | [autoMate](/tools/yuruotong1-automate.md) | | --- | --- | --- | | Days since push | 1d | 2d | | Open issues (now) | 137 | 3 | | Stars delta | +75 (30d) | +20 (30d) | | Open issues delta | +9 (30d) | +1 (30d) | | Owner type | Organization | User | | Full report | [trust report](/tools/yaalalabs-agent-kernel/trust.md) | [trust report](/tools/yuruotong1-automate/trust.md) | ## Shared compatibility - **Python**: [agent-kernel](/tools/yaalalabs-agent-kernel.md) - Python runtime; [autoMate](/tools/yuruotong1-automate.md) - Python runtime ## 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. ## Decision facts: autoMate - **Pricing:** freemium - Available free under the MIT license; advanced features may require specific third-party model keys. - **Requirements:** Min 2 GB RAM; Requires Docker; Docker is an optional installation method, useful for headless systems or NAS devices.; No Python knowledge is needed to use the standalone binary version by double-clicking. - **Adopt for:** autoMate is an AI-driven local automation assistant that operates via natural language commands to automate computer tasks. - **License detail:** MIT License ## Choose when ### Choose agent-kernel if… - License: agent-kernel is Apache-2.0, autoMate is MIT. - 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. ### Choose autoMate if… - License: autoMate is MIT, agent-kernel is Apache-2.0. - Pricing: Available free under the MIT license; advanced features may require specific third-party model keys.. - Requirements: Min 2 GB RAM; Requires Docker; Docker is an optional installation method, useful for headless systems or NAS devices.; No Python knowledge is needed to use the standalone binary version by double-clicking.. - Tags unique to autoMate: agent, ai, computeruse, deepseek. - autoMate ships Docker support for self-hosted deployment. - When users want to leverage natural language interaction for automating repetitive tasks on personal computers without cloud integration, as autoMate operates entirely locally. ## 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. ## When NOT to use autoMate - Avoid if you require cloud functionalities for task automation, since autoMate is designed for local operations only and does not include cloud services. - Users who need integrations with specific applications not supported by autoMate should look elsewhere, given its broad but not exhaustive feature set. ## Common questions ### What is the difference between agent-kernel and autoMate? agent-kernel: The Operating System for Scalable Enterprise AI Agents. autoMate: AI-driven local automation assistant using natural language. See the comparison table for live GitHub stats and shared categories. ### When should I choose agent-kernel over autoMate? Choose agent-kernel over autoMate when License: agent-kernel is Apache-2.0, autoMate is MIT; 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 choose autoMate over agent-kernel? Choose autoMate over agent-kernel when License: autoMate is MIT, agent-kernel is Apache-2.0; Pricing: Available free under the MIT license; advanced features may require specific third-party model keys.; Requirements: Min 2 GB RAM; Requires Docker; Docker is an optional installation method, useful for headless systems or NAS devices.; No Python knowledge is needed to use the standalone binary version by double-clicking.; Tags unique to autoMate: agent, ai, computeruse, deepseek; autoMate ships Docker support for self-hosted deployment; When users want to leverage natural language interaction for automating repetitive tasks on personal computers without cloud integration, as autoMate operates entirely locally. ### 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. ### When should I avoid autoMate? Avoid if you require cloud functionalities for task automation, since autoMate is designed for local operations only and does not include cloud services. Users who need integrations with specific applications not supported by autoMate should look elsewhere, given its broad but not exhaustive feature set. ### Is agent-kernel or autoMate more popular on GitHub? autoMate has more GitHub stars (3,964 vs 188). Stars measure visibility, not whether either tool fits your constraints. ### Are agent-kernel and autoMate open source? Yes - both are open-source projects on GitHub (agent-kernel: Apache-2.0, autoMate: MIT). ### Where can I find alternatives to agent-kernel or autoMate? GraphCanon lists graph-backed alternatives at [agent-kernel alternatives](/tools/yaalalabs-agent-kernel/alternatives) and [autoMate alternatives](/tools/yuruotong1-automate/alternatives) ([agent-kernel markdown twin](/tools/yaalalabs-agent-kernel/alternatives.md), [autoMate markdown twin](/tools/yuruotong1-automate/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/yaalalabs-agent-kernel-vs-yuruotong1-automate.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agent-kernel or autoMate? agent-kernel: Very active. autoMate: 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 agent-kernel and autoMate? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agent-kernel trust report](/tools/yaalalabs-agent-kernel/trust); [autoMate trust report](/tools/yuruotong1-automate/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=yaalalabs-agent-kernel`](/api/graphcanon/graph?tool=yaalalabs-agent-kernel) - 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/_