--- title: "agentscope vs Flowise" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/agentscope-ai-agentscope-vs-flowiseai-flowise" tools: ["agentscope-ai-agentscope", "flowiseai-flowise"] --- # agentscope vs Flowise Neutral, constraint-first comparison with live GitHub stats. | | [agentscope](/tools/agentscope-ai-agentscope.md) | [Flowise](/tools/flowiseai-flowise.md) | | --- | --- | --- | | Tagline | Build and run agents you can see, understand and trust. | Build AI Agents, Visually | | Stars | 27,575 | 54,430 | | Forks | 3,141 | 24,676 | | Open issues | 254 | 981 | | Language | Python | TypeScript | | Adopt for | AgentScope is a production-ready agent framework designed for creating and managing intelligent agents, offering functionalities like an event system, permission control, multi-tenancy support, workspace/sandbox support, | Flowise is designed for building AI agents with a visual, drag-and-drop interface, enabling both low-code and no-code functionalities. It supports TypeScript and integrates with multiple third-party components. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Other | | Categories | AI Agents | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agentscope](/tools/agentscope-ai-agentscope.md) | [Flowise](/tools/flowiseai-flowise.md) | | --- | --- | --- | | Days since push | 1d | 2d | | Open issues (now) | 254 | 981 | | Security scan | No criticals | No lockfile | | Full report | [trust report](/tools/agentscope-ai-agentscope/trust.md) | [trust report](/tools/flowiseai-flowise/trust.md) | **Typed relationship:** agentscope _(alternative)_ Flowise Flowise and Agentscope both aim at building AI agents but differ in their approach; Flowise focuses on a visual building method whereas Agentscope emphasizes transparency, understanding, and trust. ## Decision facts: agentscope - **Requirements:** Min 4 GB RAM; Requires Docker; Requires Docker for workspace/backend support. - **Adopt for:** AgentScope is a production-ready agent framework designed for creating and managing intelligent agents, offering functionalities like an event system, permission control, multi-tenancy support, workspace/sandbox support, ## Decision facts: Flowise - **Requirements:** Requires NodeJS >= 20.0.0 and optionally Docker for containerization; For local development, PNPM package manager is needed - **Adopt for:** Flowise is designed for building AI agents with a visual, drag-and-drop interface, enabling both low-code and no-code functionalities. It supports TypeScript and integrates with multiple third-party components. - **License detail:** Other ## Choose when ### Choose agentscope if… - agentscope is primarily Python; Flowise is TypeScript. - License: agentscope is Apache-2.0, Flowise is Other. - Requirements: Min 4 GB RAM; Requires Docker; Requires Docker for workspace/backend support.. - Flowise and Agentscope both aim at building AI agents but differ in their approach; Flowise focuses on a visual building method whereas Agentscope emphasizes transparency, understanding, and trust. - Tags unique to agentscope: multi-agent, react-agent, llm-agent, agent. - Use AgentScope when you need advanced features such as fine-grained permission systems to control tools and resources in detail. ### Choose Flowise if… - Flowise is primarily TypeScript; agentscope is Python. - License: Flowise is Other, agentscope is Apache-2.0. - Requirements: Requires NodeJS >= 20.0.0 and optionally Docker for containerization; For local development, PNPM package manager is needed. - Flowise and Agentscope both aim at building AI agents but differ in their approach; Flowise focuses on a visual building method whereas Agentscope emphasizes transparency, understanding, and trust. - Tags unique to Flowise: agents, artificial-intelligence, agentic-workflow, agentic-ai. - Also covers Developer Tools. - Flowise ships Docker support for self-hosted deployment. - When you need a tool that enables rapid development of AI-based applications using visual workflows ## When NOT to use agentscope - Avoid using AgentScope if your project does not require fine-grained permission controls over tools and resources. - It might be unnecessary for projects that don't need seamless integration with a human-in-the-loop through its event system. - Not recommended for applications without the need for multi-tenancy or where session isolation is not critical to functionality. - If your application does not require isolated testing environments (like workspaces/sandboxes), AgentScope might introduce unnecessary complexity. ## When NOT to use Flowise - If your project requires highly specialized programming capabilities not supported by low-code/no-code tools like Flowise - When you prefer command-line interfaces or purely code-based development environments without a visual interface ## Common questions ### What is the difference between agentscope and Flowise? agentscope: Build and run agents you can see, understand and trust.. Flowise: Build AI Agents, Visually. See the comparison table for live GitHub stats and shared categories. ### When should I choose agentscope over Flowise? Choose agentscope over Flowise when agentscope is primarily Python; Flowise is TypeScript; License: agentscope is Apache-2.0, Flowise is Other; Requirements: Min 4 GB RAM; Requires Docker; Requires Docker for workspace/backend support.; Flowise and Agentscope both aim at building AI agents but differ in their approach; Flowise focuses on a visual building method whereas Agentscope emphasizes transparency, understanding, and trust; Tags unique to agentscope: multi-agent, react-agent, llm-agent, agent; Use AgentScope when you need advanced features such as fine-grained permission systems to control tools and resources in detail. ### When should I choose Flowise over agentscope? Choose Flowise over agentscope when Flowise is primarily TypeScript; agentscope is Python; License: Flowise is Other, agentscope is Apache-2.0; Requirements: Requires NodeJS >= 20.0.0 and optionally Docker for containerization; For local development, PNPM package manager is needed; Flowise and Agentscope both aim at building AI agents but differ in their approach; Flowise focuses on a visual building method whereas Agentscope emphasizes transparency, understanding, and trust; Tags unique to Flowise: agents, artificial-intelligence, agentic-workflow, agentic-ai; Also covers Developer Tools; Flowise ships Docker support for self-hosted deployment; When you need a tool that enables rapid development of AI-based applications using visual workflows. ### When should I avoid agentscope? Avoid using AgentScope if your project does not require fine-grained permission controls over tools and resources. It might be unnecessary for projects that don't need seamless integration with a human-in-the-loop through its event system. Not recommended for applications without the need for multi-tenancy or where session isolation is not critical to functionality. If your application does not require isolated testing environments (like workspaces/sandboxes), AgentScope might introduce unnecessary complexity. ### When should I avoid Flowise? If your project requires highly specialized programming capabilities not supported by low-code/no-code tools like Flowise When you prefer command-line interfaces or purely code-based development environments without a visual interface ### Is agentscope or Flowise more popular on GitHub? Flowise has more GitHub stars (54,430 vs 27,575). Stars measure visibility, not whether either tool fits your constraints. ### Are agentscope and Flowise open source? Yes - both are open-source projects on GitHub (agentscope: Apache-2.0, Flowise: Other). ### Where can I find alternatives to agentscope or Flowise? GraphCanon lists graph-backed alternatives at /tools/agentscope-ai-agentscope/alternatives and /tools/flowiseai-flowise/alternatives (/tools/agentscope-ai-agentscope/alternatives.md, /tools/flowiseai-flowise/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 /compare/agentscope-ai-agentscope-vs-flowiseai-flowise.md mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agentscope or Flowise? agentscope: Very active. Flowise: 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 agentscope and Flowise? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agentscope: /tools/agentscope-ai-agentscope/trust; Flowise: /tools/flowiseai-flowise/trust. --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=agentscope-ai-agentscope`](/api/graphcanon/graph?tool=agentscope-ai-agentscope) - 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/_