Gumloop: a no-code AI agent platform for business teams

What you can build

Gumloop describes itself as a no-code platform for AI agents. In practice, you give an agent a job (triage incoming email, enrich a lead list, draft a weekly summary), connect the tools it needs, and let it run on demand, on a schedule or from a trigger. Agents can live in Slack or Microsoft Teams, get their own email inbox, or be published on a hosted page.

The documentation lists several building blocks: Gumball, a personal agent; Brain, a company knowledge base; a code sandbox; an agent-controlled browser; evaluations; and approval steps with a human in the loop. Gumloop supports the Model Context Protocol, so you can connect custom MCP servers. The older block-based “workflows” are now labeled Legacy, as the product focuses on agents.

Who it is for

The target user is a non-technical team that wants AI-powered automation without running servers: think of an operations or marketing lead who knows their processes and tools inside out but does not want to write scripts. Developers get a Gumloop MCP server and a command-line interface too, but the visual interface remains the heart of the product.

Cost and lock-in

As of October 22, 2026, the Pro plan starts at $37 per month after a 14-day trial and includes 20,000 credits, with unlimited agents, seats and teams. Two things matter here. First, your real bill depends on usage: an agent that runs often burns through credits quickly. Second, the orchestration fee (8%, or 16% with your own model keys) comes on top of consumption. To budget, start from the number of tasks you expect each month rather than the entry price.

On lock-in, Gumloop works with models from several providers, which limits dependence on any single model vendor. The platform itself, however, is hosted-only and proprietary: your agents cannot simply be exported to another tool.

Strengths, limits and alternatives

Strengths: quick onboarding, deployment straight into team chat apps, and a choice of models. Limits: no self-hosting, a variable bill, and an agent format specific to Gumloop. The company does not publish an open-source license or source code.

If you want to host your automations yourself, look at n8n or Dify. For a similar approach aimed at business teams, Relevance AI is another option. Plan details are on the official page: gumloop.com/pricing.