Automation

Flowise

Open source visual platform for building AI agents and LLM orchestration workflows

Opens flowiseai.com in a new tab.

How the 5.8 was reached

  1. Quality of output5/10

    55,488 GitHub stars show heavy adoption, but the repository is now archived and no longer maintained. Source: github.com

  2. Ease of use7/10

    npm install and start locally, Docker support, three visual builders and docs site. Source: github.com

  3. Pricing value6/10

    Free plan is small (100 predictions/month), Pro $65/month; open source self-hosting is possible but the project is archived. Source: flowiseai.com

  4. API and integration quality8/10

    API, CLI, SDK and embedded chatbot, with Prometheus and OpenTelemetry support, documented at docs.flowiseai.com. Source: docs.flowiseai.com

  5. Solves the problem it claims to solve3/10

    The repository is archived and no longer actively maintained, undercutting the platform claim despite large past adoption. Source: github.com

5.8/10 is the average of the five criterion scores above. The evidence comes from 3 different sources.Scores come from public evidence (the tool's own pages and documentation, and independent reviews); we do not test every tool hands-on. Scored 29 September 2026, on version 1 of our five-criteria scoring method.

Pricing

Open Source
Free
  • Self-hosted deployment
  • All core features
  • Community support
  • GitHub access
Cloud
Custom
  • Managed hosting
  • Enterprise infrastructure
  • Support included
  • On-premises options

For the full list of what each plan includes, and current prices, see flowiseai.com.

Key Features

  • Visual workflow builder
  • Multi-agent systems
  • RAG and knowledge retrieval
  • 100+ LLM integrations
  • API and SDK access

Pros & Cons

Pros

  • Open source and self-hostable
  • Visual no-code interface
  • Extensive LLM and vector DB support
  • Production-ready scaling
  • Strong developer ecosystem

Cons

  • Limited documentation for advanced features
  • Requires technical setup for self-hosting
  • Enterprise pricing not transparent
  • Smaller community than commercial alternatives
Verdict

Flowise gives developers a visual builder with a documented API, CLI, SDK and embedded chatbot, and it installs easily with npm or Docker. The big catch is that the repository is archived and no longer maintained.

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Flowise on scored.tools: 5.8/10

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