AI agent builders Category leader

Dify

Platform for production-ready agentic workflows

Visit Dify

Dify is a platform for building agentic workflows and RAG pipelines, with model and tool support in one workspace. Apps can be published as web apps, API endpoints or MCP tools. A source-available Community Edition runs on Docker, with cloud and enterprise options.

  • No-code agent builder
  • Tool and app actions
  • Knowledge grounding
  • Model choice
  • Event triggers
  • Human approval step

Also includes

  • API and webhooks
  • Run logs and traces
  • Self-hosting
  • Open-source code
  • MCP support

From the vendor's own site. Not yet verified by SoftScout. A missing item may just mean we haven't confirmed it.

AI agent builders Rising

Gumloop

Free plan 2–500+ people

The multiplayer AI agent builder

Key features

  • No-code agent builder
  • Tool and app actions
  • Model choice
  • Event triggers

AI agent builders Category leader

Lindy

Free plan· $29.99/mo 2–500+ people

AI teammate that connects to your tools and gets work done

Key features

  • Tool and app actions
  • Model choice
  • Human approval step

AI agent builders Category leader

Microsoft Copilot Studio

$200/pack/mo 51–500+ people

No-code platform for custom AI agents, workflows and apps

Key features

  • No-code agent builder
  • Tool and app actions
  • Model choice