--- title: "qwen-code vs agent-toolkit" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/qwenlm-qwen-code-vs-softaworks-agent-toolkit" tools: ["qwenlm-qwen-code", "softaworks-agent-toolkit"] --- # qwen-code vs agent-toolkit *GraphCanon updated Sep 20, 2026* ## Verdict Pick qwen-code if qwen Code is an open-source AI coding agent that operates directly from the terminal, offering a CLI interface for coding tasks; pick agent-toolkit if extends AI coding agent capabilities with Python skills for development and professional workflows. [qwen-code](https://qwenlm.github.io/qwen-code-docs/en/users/overview) reports 28k GitHub stars, 3.1k forks, and 1.4k open issues, last pushed Sep 18, 2026. [agent-toolkit](https://github.com/softaworks/agent-toolkit) has 2.5k stars, 226 forks, and 18 open issues, last pushed Mar 5, 2026. Figures are from public GitHub metadata via [qwen-code's repository](https://github.com/QwenLM/qwen-code) and [agent-toolkit's repository](https://github.com/softaworks/agent-toolkit). | | [qwen-code](/tools/qwenlm-qwen-code.md) | [agent-toolkit](/tools/softaworks-agent-toolkit.md) | | --- | --- | --- | | Tagline | An open-source AI coding agent that lives in your terminal | A curated collection of skills for AI coding agents | | Stars | 27,946 | 2,483 | | Forks | 3,062 | 226 | | Open issues | 1,442 | 18 | | Language | TypeScript | Python | | Adopt for | Qwen Code is an open-source AI coding agent that operates directly from the terminal, offering a CLI interface for coding tasks. | Extends AI coding agent capabilities with Python skills for development and professional workflows | | Persona | - | - | | Runtime | - | - | | License | Qwen Code is distributed under the Apache-2.0 license, which is permissive and allows for free use, modification, and distribution. | MIT | | Categories | AI Agents, Developer Tools | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [qwen-code](/tools/qwenlm-qwen-code.md) | [agent-toolkit](/tools/softaworks-agent-toolkit.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 0d | 198d | | Open issues (now) | 1.4k | 18 | | Stars delta | Unknown | +176 (30d) | | Open issues delta | Unknown | +1 (30d) | | Full report | [trust report](/tools/qwenlm-qwen-code/trust.md) | [trust report](/tools/softaworks-agent-toolkit/trust.md) | **Typed relationship:** qwen-code _(integrates with)_ agent-toolkit Qwen Code could integrate with the Agent Toolkit to leverage a curated collection of skills for AI coding agents, enhancing its functionality. ## Shared compatibility - **Node.js**: [qwen-code](/tools/qwenlm-qwen-code.md) - Node.js runtime; [agent-toolkit](/tools/softaworks-agent-toolkit.md) - Node.js runtime ## Decision facts: qwen-code - **Pricing:** freemium - Qwen Code is free and open-source, but may have premium features or services that require payment. - **Requirements:** Min 2 GB RAM; Requires Node.js 22+ for npm installation.; Restart terminal after installation to ensure environment variables take effect. - **Adopt for:** Qwen Code is an open-source AI coding agent that operates directly from the terminal, offering a CLI interface for coding tasks. - **License detail:** Qwen Code is distributed under the Apache-2.0 license, which is permissive and allows for free use, modification, and distribution. ## Decision facts: agent-toolkit - **Adopt for:** Extends AI coding agent capabilities with Python skills for development and professional workflows ## Choose when ### Choose qwen-code if… - qwen-code is primarily TypeScript; agent-toolkit is Python. - License: qwen-code is Apache-2.0, agent-toolkit is MIT. - Pricing: Qwen Code is free and open-source, but may have premium features or services that require payment.. - Requirements: Min 2 GB RAM; Requires Node.js 22+ for npm installation.; Restart terminal after installation to ensure environment variables take effect.. - Qwen Code could integrate with the Agent Toolkit to leverage a curated collection of skills for AI coding agents, enhancing its functionality. - Tags unique to qwen-code: agentic, ai-coding, cli, terminal. - qwen-code ships Docker support for self-hosted deployment. - When you need an AI coding assistant that integrates seamlessly with your terminal environment. ### Choose agent-toolkit if… - agent-toolkit is primarily Python; qwen-code is TypeScript. - License: agent-toolkit is MIT, qwen-code is Apache-2.0. - Qwen Code could integrate with the Agent Toolkit to leverage a curated collection of skills for AI coding agents, enhancing its functionality. - Tags unique to agent-toolkit: agent-skills, ai, automation, claude. - For enhancing specific tasks like documentation, planning, and workflow management ## When NOT to use qwen-code - If you require a GUI-based interface for your coding tasks, as Qwen Code is strictly a CLI tool. - When you are working in an environment where TypeScript is not the primary language, as Qwen Code is built with TypeScript. - If you need a proprietary solution with specific enterprise features not covered by open-source licenses. - When you are in a network environment that restricts access to external installation scripts, as Qwen Code requires downloading and running scripts from a remote server. ## When NOT to use agent-toolkit - If you seek support for languages other than Python - When working with non-Python based coding agents that require specialized skills not covered by this toolkit - In cases where custom, from-scratch development is preferred over using pre-packaged scripts ## Common questions ### What is the difference between qwen-code and agent-toolkit? qwen-code: An open-source AI coding agent that lives in your terminal. agent-toolkit: A curated collection of skills for AI coding agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose qwen-code over agent-toolkit? Choose qwen-code over agent-toolkit when qwen-code is primarily TypeScript; agent-toolkit is Python; License: qwen-code is Apache-2.0, agent-toolkit is MIT; Pricing: Qwen Code is free and open-source, but may have premium features or services that require payment.; Requirements: Min 2 GB RAM; Requires Node.js 22+ for npm installation.; Restart terminal after installation to ensure environment variables take effect.; Qwen Code could integrate with the Agent Toolkit to leverage a curated collection of skills for AI coding agents, enhancing its functionality; Tags unique to qwen-code: agentic, ai-coding, cli, terminal; qwen-code ships Docker support for self-hosted deployment; When you need an AI coding assistant that integrates seamlessly with your terminal environment. ### When should I choose agent-toolkit over qwen-code? Choose agent-toolkit over qwen-code when agent-toolkit is primarily Python; qwen-code is TypeScript; License: agent-toolkit is MIT, qwen-code is Apache-2.0; Qwen Code could integrate with the Agent Toolkit to leverage a curated collection of skills for AI coding agents, enhancing its functionality; Tags unique to agent-toolkit: agent-skills, ai, automation, claude; For enhancing specific tasks like documentation, planning, and workflow management. ### When should I avoid qwen-code? If you require a GUI-based interface for your coding tasks, as Qwen Code is strictly a CLI tool. When you are working in an environment where TypeScript is not the primary language, as Qwen Code is built with TypeScript. If you need a proprietary solution with specific enterprise features not covered by open-source licenses. When you are in a network environment that restricts access to external installation scripts, as Qwen Code requires downloading and running scripts from a remote server. ### When should I avoid agent-toolkit? If you seek support for languages other than Python When working with non-Python based coding agents that require specialized skills not covered by this toolkit In cases where custom, from-scratch development is preferred over using pre-packaged scripts ### Is qwen-code or agent-toolkit more popular on GitHub? qwen-code has more GitHub stars (27,946 vs 2,483). Stars measure visibility, not whether either tool fits your constraints. ### Are qwen-code and agent-toolkit open source? Yes - both are open-source projects on GitHub (qwen-code: Apache-2.0, agent-toolkit: MIT). ### Where can I find alternatives to qwen-code or agent-toolkit? GraphCanon lists graph-backed alternatives at [qwen-code alternatives](/tools/qwenlm-qwen-code/alternatives) and [agent-toolkit alternatives](/tools/softaworks-agent-toolkit/alternatives) ([qwen-code markdown twin](/tools/qwenlm-qwen-code/alternatives.md), [agent-toolkit markdown twin](/tools/softaworks-agent-toolkit/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/qwenlm-qwen-code-vs-softaworks-agent-toolkit.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, qwen-code or agent-toolkit? qwen-code: Very active. agent-toolkit: Slowing. 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 qwen-code and agent-toolkit? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [qwen-code trust report](/tools/qwenlm-qwen-code/trust); [agent-toolkit trust report](/tools/softaworks-agent-toolkit/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=qwenlm-qwen-code`](/api/graphcanon/graph?tool=qwenlm-qwen-code) - 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/_