Ops and automation
Gumloop
Gumloop is a visual builder for AI workflows. You chain steps such as reading a page, calling a model, and writing the result to a sheet.
- workflows
- no-code
Freemiumgumloop.com
Best AI workflow automation
These tools connect apps so one event can run the next step, including a model call. They are not inbox assistants or IT agents. Those products are listed under Ops and automation and do a narrower job.
The order is alphabetical. Activepieces is open source. n8n can be self-hosted, and its listing notes that the license is not standard open source.
How to choose
Use Zapier or Make when you want a hosted canvas and a large set of app connections. Use Gumloop when the steps are mostly model calls rather than business-app triggers. Use Pipedream when a developer should write a code step. Use Activepieces or n8n when the workflow has to run on your own server.
Hosted canvases and developer workflows
Zapier, Make, and Gumloop are hosted. Pipedream is built for event-driven code.
Ops and automation
Make
Make is a visual automation tool. You drag modules into a scenario that moves data between apps, including AI steps.
- workflows
- integrations
Freemiummake.comOps and automation
Pipedream
Pipedream runs workflows and code steps in the cloud when an event arrives. Developers use it to connect APIs, including model calls.
- workflows
- API
- developers
Freemiumpipedream.comOps and automation
Zapier
Zapier connects apps so a trigger in one can run actions in another. Its AI tools help you build those workflows and run agents.
- workflows
- integrations
- agents
Freemiumzapier.com
Run it on your own server
Activepieces is open source. n8n offers self-hosting under its own license, which the listing does not treat as standard open source.
Ops and automation
Open sourceActivepieces
Activepieces is an open source automation tool in the same family as Zapier. The core is free to self-host, and a paid cloud is available.
- workflows
- self-hosted
- integrations
Open sourceactivepieces.comOps and automation
n8n
n8n connects apps and AI steps into workflows you build on a canvas. You can self-host it or use n8n Cloud, under a public license that is not standard open source.
- workflows
- self-hosted
- integrations
Freemiumn8n.io
Categories
Other guides
6 tools in this guide on AgentAtlas. Each card links to the listing, and the listing links to the official site.