Gumloop: No-Code AI Workflow Builder
Gumloop is a no-code AI workflow builder aimed at non-technical users. You drag pre-built AI nodes onto a canvas, connect them, and run a workflow. It is best at tasks that mix AI with classic automation: scrape a website, summarize the content, draft an email, send it.
The 30-second version
- What: visual no-code AI workflow builder with pre-built AI nodes
- Who: non-technical operators and small teams doing AI-heavy automation
- Price: free tier with 5,000 credits/month; Pro at $37/month
- Best at: AI-heavy workflows (scraping, summarizing, drafting, web research)
- Verdict: pick Gumloop when AI is the main job, not a side step
What Gumloop actually is
Gumloop sits in the AI agent platform tier. It looks like Make or Zapier on the surface (visual canvas, drag-and-drop nodes), but the nodes are AI-first. Out of the box you get nodes for web scraping, summarization, content generation, file processing, and API calls.
For non-technical users, this matters. In Make or Zapier, an "AI workflow" means you assemble generic blocks plus an OpenAI node. In Gumloop, the blocks already think in AI tasks. Less plumbing, faster results.
In 2026 Gumloop added MCP (Model Context Protocol) server support on the Pro tier. That means any MCP-compatible agent (Claude, ChatGPT, custom) can plug into your Gumloop workflows as tools.
Key capabilities
- Visual canvas with pre-built AI nodes
- Web scraping, summarization, content generation, file processing
- MCP server support (Pro tier)
- Templates marketplace for common workflows
- Integration with Slack, Google Sheets, Gmail, Notion, and more
- Concurrent runs and queue management
Pricing (checked May 2026)
| Plan | Price | What you get |
|---|---|---|
| Free | $0 | 5,000 credits/month, 1 seat, 2 concurrent runs |
| Pro | $37/month | Unlimited seats, 5 concurrent runs, MCP server, team analytics |
| Enterprise | Custom | SSO/SAML, audit logs, VPC, custom retention |
Prices change. Verified May 2026. Check current rates at gumloop.com/pricing.
Who Gumloop fits
- Non-technical operators automating AI-heavy work (research, summaries, content drafts)
- Small marketing or ops teams who want a visual canvas
- Solo founders prototyping AI workflows before writing real code
Who Gumloop does not fit
- Developers who want code-level control (use n8n or LangChain)
- Teams needing self-host (Gumloop is cloud-only)
- Workflows that are mostly classic integration with light AI (Make or Zapier are cheaper)
Gumloop vs n8n and Relevance AI
| Axis | Gumloop | n8n | Relevance AI |
|---|---|---|---|
| AI-first nodes | Yes (built-in) | Yes (added 2025) | Yes (core) |
| Multi-agent | Limited | Possible | Yes (Workforces) |
| Code nodes | Limited | Full JS + Python | Custom tools |
| Self-host | No | Yes | No |
| Free tier | 5k credits/month | Unlimited self-host | Limited credits |
| Best for | Single AI workflows fast | Devs, full control | Multi-agent teams |
Pros and cons
Pros:
- Pre-built AI nodes save real time
- Visual canvas is friendly for non-developers
- MCP server support means it plugs into Claude or ChatGPT
Cons:
- No self-host option
- Credit-based pricing requires planning at high volume
- Smaller integration list than Make or Zapier
How I'd use Gumloop on SellerShorts
I tested Gumloop for a competitor-research workflow on SellerShorts. It scrapes 10 competitor Amazon listings, extracts bullet points, runs them through Claude for a summary of patterns, and drops the result into a Notion page. The same workflow in n8n would have taken longer to build because I would have had to wire up the AI nodes myself. In Gumloop they were one click.
Try Gumloop
Get started with Gumloop
Free tier is 5,000 credits a month. Plenty to test on real workflows.
Selling on Amazon and want AI tools sized for your stack? See the Amazon AI hub.
Frequently asked questions
Is Gumloop really for non-technical users?
Yes. The interface is built around a visual canvas with pre-set AI nodes for tasks like web scraping, summarization, and email drafting. You drag a node, fill in a few fields, and run it. No code, no API keys to manage manually.
How much does Gumloop cost?
Free tier is 5,000 credits a month with 1 seat. Pro is $37/month with unlimited seats and more concurrent runs. Enterprise is custom-quoted and adds SSO, audit logs, and VPC options.
Gumloop vs n8n: which should I pick?
Pick Gumloop if you are non-technical and want fast results on AI-heavy workflows (scraping, summarization, content generation). Pick n8n if you want self-host, code nodes, or deeper integration with non-AI apps.
Does Gumloop support MCP servers?
Yes. As of 2026, Gumloop's Pro tier includes MCP (Model Context Protocol) server features, letting any MCP-compatible agent connect to your Gumloop workflows.