Self-Hosted Agent Stack (n8n, Dify, Ollama)
n8n, Dify and Ollama as a self-hosted AI stack — who does which layer, when it pays off and what hardware you actually need.
in KI-Werkzeuge
No-/Low-Code-Plattformen für KI-gestützte Workflows.
Make (formerly Integromat) is a cloud-based no-code workflow automation platform. Through a visual interface, you connect apps and APIs into multi-step workflows ("scenarios") without programming — for example to pass data between services.
Zapier AI bundles the AI features of the automation platform Zapier — including Copilot for building workflows by language, autonomous agents, chatbots and an MCP server that exposes thousands of Zapier actions to external language models.
n8n, Dify and Ollama as a self-hosted AI stack — who does which layer, when it pays off and what hardware you actually need.
Dify raised $30M, n8n and Ollama keep gaining stars. Why the self-hosted AI stack matters in 2026 for agencies handling sensitive client data.