AI agent builders Rising

CrewAI

Build, run and govern multi-agent workflows for business teams

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CrewAI is an agent platform that lets business and technical teams build agents while platform teams govern them. It grew from an open-source multi-agent framework and adds a visual editor, hosted deployment, tracing and guardrails. The free plan includes 50 workflow executions per month.

  • No-code agent builder
  • Tool and app actions (not listed)
  • Knowledge grounding (not listed)
  • Model choice (not listed)
  • Event triggers
  • Human approval step

Also includes

  • Multi-agent teams
  • Agent templates
  • Channel deployment
  • API and webhooks
  • Run logs and traces
  • Guardrails
  • Self-hosting
  • Open-source code
  • Team permissions
  • Scheduled runs

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 Category leader

Dify

Free plan· $59/workspace/mo 2–500+ people

Platform for production-ready agentic workflows

Key features

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

AI agent builders Rising

Gumloop

$37/mo 2–500+ people

The multiplayer AI agent builder

Key features

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

AI agent builders Category leader

Lindy

$29.99/user/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