Free tier, paid entry plan and billing unit as published by each vendor on November 11, 2026. Open-source projects show their GitHub stars on the same date.
n8n
Open source · n8n-io/n8n, about 210k GitHub stars (fair-code licence)
Best for. Agents that must act across many business apps, with full control over data and hosting. AI Agent node, MCP and AI nodes on every plan.
Watch out. More technical than the others: you design the workflow around the agent yourself.
Zapier Agents
Best for. Teams already on Zapier who want agents that use its large catalogue of app connections, with no setup.
Watch out. Billed separately from Zaps, and costs climb with volume.
Lindy
Best for. Personal and team assistants for email, meetings, scheduling and follow-ups, set up in plain language.
Watch out. Every active user is billed, and bigger jobs use more credits.
Gumloop
Best for. Visual AI workflows for marketing and operations teams: scraping, enrichment and content pipelines.
Watch out. Credit-based, so heavy AI steps use your allowance faster.
Botpress
Best for. Customer-facing chat agents on your website and messaging channels, with branding and live-chat handover.
Watch out. Priced per conversation, which suits support bots more than back-office agents.
Dify
Open source · langgenius/dify, about 161k GitHub stars
Best for. Building AI apps and agents with RAG over your documents, for developers and technical teams.
Watch out. Strongest when someone on the team can manage models, knowledge bases and hosting.
Flowise
Open source · FlowiseAI/Flowise, about 56k GitHub stars
Best for. A drag-and-drop builder for LLM agents and chat flows that you run on your own server.
Watch out. You maintain hosting, updates and model keys yourself.
StackAI
Best for. Enterprise and regulated teams that need agents with compliance features and private deployment.
Watch out. Beyond the free plan, pricing is quote-only.