Gumloop AI Review 2026: Features, Pricing & Alternatives
Written by
Taniya
Reviewed by
Himanshu
Published 22 August 2026
Expert Verified
Quick Answer
Gumloop AI is a no-code platform for building AI agents and automated workflows on a visual canvas. It runs one paid tier, $37/month for 20,000 credits, with no permanent free plan left. It suits ops, marketing and sales teams automating AI-heavy tasks like scraping, document processing and lead enrichment.
TL;DR
- Gumloop is an AI-native workflow and agent builder with dozens of AI models and credit-based pricing starting at $37/month, not a flat-fee automation tool like Zapier or Make.
- It’s the strongest fit for teams running AI-heavy automations. Teams that mainly need simple app-to-app triggers or a big integration library should check n8n or Zapier first.
What Is Gumloop AI?
Gumloop AI is a no-code platform for building AI agents that reason through tasks and execute them across connected tools and business data. Traditional workflow tools mainly move data between apps on a fixed trigger. Gumloop layers AI reasoning on top of that automation, so it handles multi-step tasks with far less manual setup.
Gumloop started as a workflow automation platform and evolved into an AI agent platform as models got better at multi-step reasoning. Instead of a fixed “if this happens, then do that” flow, a Gumloop agent reads a request, picks the tools it needs, and works through several steps on its own.
In practice, teams use Gumloop to:
- Build AI agents that pull from company tools and data to complete a task end to end
- Combine AI reasoning with automation, like researching a webpage, summarizing it, and posting the summary to Slack
- Automate recurring workflows on a schedule, a webhook, or an incoming email
- Connect multiple apps and data sources into one end-to-end AI workflow
Gumloop raised a $50 million Series B led by Benchmark on the strength of that pivot from “automation tool” to “AI agent platform.”
How Does Gumloop Work?
- Drag nodes onto a visual canvas to build a “flow”
- Each node does one job: fetch a URL, call an LLM, pull text from a PDF, post to Slack, write to a spreadsheet
- Flows run on triggers: schedule, webhook, incoming email or Slack message
- Sub-agents let one flow run several AI steps in parallel instead of one after another
- Company Brain feeds agents your team’s shared knowledge and connected tool data, so they act on live context instead of a single static prompt
What Features Does Gumloop Offer?
Visual Workflow Builder
Build flows on a drag-and-drop canvas, connecting triggers, logic, integrations and AI actions. Subflows package a tested step as a reusable node, and a Router node adds conditional branching.
AI-Powered Workflow Steps
Call any of dozens of supported AI models inside a flow (check the in-product picker for the current list, since new models are added continually), or hand a task to an Agent node that picks its own tools and reasons through multiple steps. BYOK lets you route calls through your own API keys, and Company Brain gives agents shared team context.
Batch Processing and List Handling
Loop Mode runs a single node across an entire list, files, URLs, leads or records, instead of one at a time, up to 15 items concurrently on Pro. This powers Gumloop’s most common use cases: scraping hundreds of URLs or enriching a spreadsheet of leads in one pass.
Integrations and Triggers
Flows start on a schedule, a webhook, an incoming email, a Slack message, or a new sheet row. Beyond that, Gumloop offers a REST API, Python/JavaScript SDKs, MCP server hosting and proxying, and GitHub Skill Sync.
No-Code Interfaces
The Interfaces feature turns a flow into a shareable form or web page, so teammates or customers can use it without touching the underlying nodes. Access can be shared by link or restricted to specific users, separate from workflow edit permissions.
Browser Automation
A dedicated agent can navigate and act on live websites the way a person would, useful for sites with no API to hook into. A companion Chrome extension records and replays browser actions inside a flow.
Gumloop Pricing?
| Plan | Price | Credits | Seats | Concurrent Workflow Runs | Concurrent Agent Chats | MCP Server Hosting | Orchestration Fee |
| Pro | $37/month | 20,000/month | Unlimited | 5 | 25 | 1 server | 8% of credit usage |
| Enterprise | Custom | Custom | Unlimited | Custom | Custom | Custom | Custom |
Enterprise also adds org-wide guardrails, role-based access control, SCIM/SAML, audit logs and an optional virtual private cloud, none of which are available on Pro.
Gumloop removed its permanent free plan. New users get a 14-day free trial of Pro, available only on monthly billing.
Credits get used up by AI model calls, tool calls and workflow steps. Cost tracks how AI-heavy your flows are, not a flat per-seat fee, so it pays to test a real workflow during the trial before you commit to a tier.
Who Is Gumloop Best For?
Good fit:
- Ops, marketing and sales teams automating AI-heavy tasks: lead enrichment, document processing, web scraping, competitor monitoring
- Teams that want to test multiple AI models without separate subscriptions
- Teams that need agents and workflow automation in one tool instead of two
Not a great fit:
- Teams that mainly need simple app-to-app triggers, since Zapier and Make cover far more apps
- Teams that want flat, predictable monthly costs instead of usage-based credits
- Teams with no budget for a paid plan, since the permanent free tier is gone
What Are the Pros and Cons of Gumloop?
Pros:
- Wide AI model choice plus BYOK support
- Node-based canvas gives fine control over multi-step AI logic
- Unlimited seats and teams on the Pro plan
- Built-in MCP server hosting and proxying
- Enterprise-grade controls (RBAC, SCIM/SAML, VPC, audit logs) for regulated teams
- Backed by a $50M Series B, used by companies like Instacart and Webflow
“Comparing to traditional low code automation platforms, there is a ton more customization here where you can solve much large problems. This is really important for the LLM paradigm, because now defining these automations is much easier and it’s pushing the limits of what can be solved in low code environments.”
Cons:
- No permanent free plan, only a 14-day trial
- Credit-based pricing makes monthly cost harder to predict than flat-fee tools
- Smaller app integration library than Zapier or Make
- 8% orchestration fee adds to credit cost on top of the base plan
- Learning curve for non-technical users compared to simpler point-and-click tools
“Learning Curve: Powerful nodes mean more settings to learn; newcomers might feel overwhelmed.”
Is Gumloop Worth It in 2026?
Worth it if:
- Your workflows lean on AI work (scraping, summarizing, scoring, drafting), not just moving data between apps
- You want one tool for both agents and automation instead of running two platforms
- Your team can absorb usage-based pricing without a hard budget ceiling
“It is the most intuitive platform to to do no-code automations. Setting up and connecting to other services like Google, Zendesk etc is a brease and with the use of Gummie its easier than ever to both set up new flows and automations + Gumloop agent in Slack is greatly beneficial if you are a Slack addict like I am”
Skip it if:
- You need thousands of app integrations out of the box
- You want a free tier to run production workflows without paying
- Flat, predictable monthly pricing matters more than model flexibility
“Price Tiers: Starter at $97/mo (30K credits) may be steep if you only need 5–10K credits. No smaller pay-as-you-go option.”
Gumloop Alternatives in 2026
Gumloop vs n8n
n8n is an open-source workflow automation platform with a visual, node-based builder, free to self-host or from €20/month on n8n’s cloud. As a Gumloop alternative, it fits rule-based automations better than AI-reasoning-heavy ones, billing per workflow run instead of per credit to keep multi-step flows cheaper. Full breakdown in our n8n review.
“With n8n AI is basically just another service in the flow. You manage prompts, data, branching, retries, and error handling yourself. That gives you a lot of control and makes things easier to reason about technically, but it also means AI-heavy workflows get complicated fast and usually stay owned by engineers.”
Zapier
Zapier is a no-code automation platform connecting apps when a trigger fires, with 9,000+ integrations and task-based pricing from free (100 tasks/month) to $19.99/month for 750. As a Gumloop alternative, it wins on app coverage and simple automations, though each step follows a fixed rule rather than an agent’s judgment call.
“What I find most impressive about Zapier is how quickly repetitive tasks seem to vanish once I automate them with it. I use Zapier to integrate my forms, CRMs, spreadsheets, and notifications, and this has saved me from a ton of manual work every week.”
Make
Make is a visual, graph-based automation platform structured like Gumloop’s canvas, with a free tier and Core from $12/month for 10,000 credits. As a Gumloop alternative, it offers the same visual building experience at a lower price, connecting 3,000+ apps, though its AI model selection is narrower.
“Faster to build and easier to learn, great for MVPs and low-volume use cases but can get expensive and limiting at scale”
MCP360
MCP360 is a unified MCP gateway that connects AI agents to 100+ tools through a single hosted and managed layer, instead of each agent platform standing up its own separate MCP servers. As a Gumloop complement, it becomes useful once your agents outgrow Gumloop’s one-hosted-MCP-server limit on Pro, since MCP360 lets you host, monitor and control access to multiple MCP servers in one place and route requests from Gumloop, or any other agent platform, through it rather than building separate infrastructure per tool. More in our guide to MCP servers for AI agents.
“MCP360 made integrations effortless. One setup, and my AI agent could access dozens of tools instantly. Way faster and cleaner than juggling multiple APIs.”
Conclusion
Gumloop AI is built for a new kind of automation, where workflows can research, reason, scrape, generate, and decide what happens next. That makes it a strong fit for teams exploring AI agents, agentic automation, and AI workflow automation rather than simple app-to-app integrations.
For AI-heavy workflows, Gumloop can be more capable than traditional automation tools, even at Gumloop’s $37/month starting price with no free tier left. For basic triggers and actions, Gumloop alternatives like Zapier or Make may still be the better, cheaper fit.
Frequently Asked Questions
What exactly is Gumloop, and what does it do?
Gumloop is a no-code platform for building AI agents that reason through a task and execute it across your connected tools, instead of just moving data between apps on a fixed trigger. Teams use it for AI-heavy work like scraping, document processing, and lead enrichment. Some also connect it to a unified gateway like MCP360 when they need broader tool access than Gumloop’s own integrations cover.
Is Gumloop actually free, or do I have to pay to use it?
You have to pay. Gumloop removed its permanent free plan in July 2026, a change many older reviews and comparison sites still haven’t caught up with. It now runs a single Pro tier at $37 a month plus a custom Enterprise plan, with a 14-day free trial on monthly billing. Teams that outgrow the single MCP server hosted on Pro sometimes add a gateway like MCP360 instead of upgrading straight to Enterprise.
What’s the actual difference between Gumloop and Zapier?
Zapier moves data between apps when a trigger fires, using a fixed rule for each step, and connects over 9,000 apps. Gumloop builds an agent that reasons through a task and decides which of your tools to use as it goes, but its integration library is far smaller. Pick Zapier for broad app coverage and simple automations, and Gumloop for AI-heavy, multi-step reasoning work.
Should I use Gumloop or n8n for AI automation?
It depends on your workflow and your team. Gumloop suits AI-reasoning-heavy tasks like scoring, summarizing, and scraping, with a credit-based cost tied to usage and a visual builder non-technical teammates can pick up fast. n8n fits rule-based, non-AI automation better, since it’s open-source, free to self-host, and bills per workflow run, which often costs less at scale for repetitive, low-reasoning flows.
What is Gummie, and how does it help build workflows in Gumloop?
Gummie is Gumloop’s built-in AI assistant. Instead of dragging nodes onto the canvas yourself, you describe what you want to automate in plain language, and Gummie builds the workflow, writes the prompts, and picks the nodes for you. It also helps troubleshoot existing flows when something breaks, and reviewers consistently point to it as what separates Gumloop from older trigger-based automation tools.
Can Gumloop connect to MCP servers?
Yes. Gumloop hosts one MCP server on its Pro plan and lets you build an MCP integration from a single natural-language prompt instead of writing code. Teams that need more MCP server capacity than that single hosted server can pair Gumloop with a dedicated gateway like MCP360, which picks up where Gumloop’s built-in hosting stops.
How is Gumloop’s MCP setup different from n8n’s?
Gumloop builds an MCP integration from a single natural-language prompt, while n8n requires writing and maintaining custom TypeScript nodes for the same connection. That makes Gumloop faster to set up for non-technical teams, though n8n gives developers more direct control over the integration code.
Can I see what my AI agents are doing inside Gumloop?
Yes, though only on Gumloop’s Enterprise plan through a companion product called Gumstack. It traces every tool call back to a specific user or agent, enforces role-based access per tool, and keeps an audit trail, not just inside Gumloop but across other AI tools like Claude Code and ChatGPT too. On the Pro plan, you still get execution logs and step-level run history, just without Gumstack’s org-wide audit layer.
Is Gumloop hard to learn if I’m not technical?
The basics are approachable. Templates and Gummie can build a starting workflow for you, and G2 reviewers consistently rate the drag-and-drop builder as easy to pick up. Where people report friction is in advanced work: understanding data types, Loop Mode, and error handling still takes some learning, and a few reviewers needed Gumloop’s support team to get past that initial hump.
Does Gumloop have a Chrome extension for browser automation?
Yes. Gumloop’s Chrome extension records your actions on a website and replays them inside a flow, useful for sites without API access. You can scrape a page you’re viewing, fill in forms, or trigger a workflow directly from the browser. One reviewer who tested it for 90 days said they use it daily for quick data extraction instead of switching between tabs.
