Gumloop is a no-code platform for visual AI automations and agents. Its drag-and-drop builder, agent tools, scheduling, webhooks, APIs, MCP connectivity, and operational controls make it a strong option for business teams that want to automate work without relying solely on developers.
Is Gumloop worth it?
Nick Oscar
Editor, Reviews.vc · Updated July 26, 2026
Good For
Visual builder with 100+ pre-built nodes and integrations.
Caution
Credit consumption can vary with model choice, tokens, tools, and task length.
What is Gumloop?
Gumloop is a no-code platform for building visual automations and AI agents. Teams connect nodes on a drag-and-drop canvas, bring together business applications, APIs, webhooks, and MCP tools, then run work through schedules, events, webhooks, or APIs. Its agents receive goals and tools and can select tools adaptively rather than following only fixed workflow steps.
Automation capabilities
Gumloop supports node-based workflows with schedules, webhooks, service events, and agent triggers. Builders can use routing, looping, batch processing, reusable subflows, checkpoints, and run history. Error Shield adds separate success and error paths while retaining failed-item inputs for retry and fallback patterns. REST endpoints and a Python SDK also let technical teams start workflows and retrieve outputs programmatically.
Workflow integrations
Gumloop combines 100+ prebuilt nodes and integrations with connectors such as Gmail, Slack, GitHub, Salesforce, Airtable, HubSpot, Linear, Jira, Google Calendar, and Notion. Webhooks, REST APIs, and the Python SDK extend execution options. MCP-compatible servers can extend agents and workflows, but custom servers need publicly accessible HTTPS endpoints and cannot use localhost or stdio connections.
Who Gumloop is for
Gumloop fits business and operations teams that want nontechnical employees to build AI-enabled workflows for CRM, lead generation, meeting preparation, SEO, support, analytics, and campaign work. Larger organizations can evaluate Enterprise controls such as RBAC, SCIM/SAML, audit logs, data retention rules, model access controls, VPCs, and workflow queuing. Buyers with high-volume workloads should validate concurrency and credit usage on representative tasks, and teams requiring private or local MCP connectivity should test compatibility first.
Buyer scenarios
Where the product fits — and where to be careful
Business teams building AI-enabled operations workflows
- Need
- Enable sales, marketing, CRM, support, and operations teams to create automations without relying exclusively on engineers.
- Why it fits
- Strong fit for teams that value a visual builder, agents, business-app connectors, schedules, webhooks, and reusable workflow components.
- Watch out
- Validate credit consumption and concurrency against representative workloads.
Recommended for business-led AI automation with operational oversight.
Enterprise teams with governance and integration requirements
- Need
- Deploy governed AI automation with identity, audit, data-control, and execution-management needs.
- Why it fits
- Enterprise includes RBAC, SCIM/SAML, audit logs, data exports, retention rules, model access controls, VPC, and workflow queuing.
- Watch out
- Custom MCP servers must be publicly accessible HTTPS endpoints, which may not suit local-only connectivity requirements.
Potentially strong fit when Enterprise controls and MCP network requirements align with policy.
Pros & Cons
Pros
- Visual builder with 100+ pre-built nodes and integrations.
- Agents can use tools, run in batches, chain within workflows, and start from several trigger types.
- Strong workflow controls, including schedules, webhooks, routing, loops, error paths, retries, run logs, and checkpoints.
- Supports native connectors alongside REST API, Python SDK, and MCP-based extensibility.
- Public Free and Pro plans provide a clear starting point for evaluation.
Cons
- Credit consumption can vary with model choice, tokens, tools, and task length.
- Pro concurrency limits can lead to errors or skipped scheduled and event-triggered runs at capacity.
- Custom MCP servers must be publicly accessible HTTPS endpoints; localhost and stdio connections are unsupported.
- Enterprise governance and workflow queuing require custom pricing.
Editorial score breakdown
Editorial scores
Editorial score
4.5
Automation coverage
5.0
Gumloop combines a 100+ node and integration surface with schedules, webhooks, service and agent triggers, routing, loops, subflows, batch execution, error paths, retries, checkpoints, logs, REST execution, and a Python SDK.
AI capabilities
4.0
Agents work from goals and tools, can adaptively select tools, chain in workflows, run in batches, and use AI model, tool-call, data-enrichment, web-scraping, and MCP nodes.
Workflow & integrations
5.0
The platform offers 100+ pre-built nodes and integrations, named business connectors, webhook and REST API execution, a Python SDK, and MCP support for extending agents and workflows.
Value for money
4.0
Free and Pro pricing are public, with a Free plan at 5,000 monthly credits and Pro starting at $37 per month. Buyers should model credit consumption and concurrency needs because usage and capacity limits affect operating cost.
Customer sentiment
Gumloop customer reviews and sentiment
Based on 17 public customer reviews. Source mix: 7 from g2.com, 6 from producthunt.com, 2 from capterra.com, and 2 from getapp.com.
Customer sentiment is analyzed separately and does not determine the Reviews.vc editorial score.
Positive
88%15 reviews
Mixed
12%2 reviews
Negative
0%0 reviews
| Theme and finding | Mentions | Positive | Negative |
|---|---|---|---|
Workflow building Buyers find the no-code builder flexible and powerful for automating varied operational work, though complex flows can be difficult to troubleshoot initially. | 13 | 12 | 1 |
Ease of use The interface and workflow nodes are widely viewed as intuitive and easier than competing automation tools, although some users struggle with complex tasks or initial overwhelm. | 11 | 10 | 1 |
Integrations Users value connections to tools such as Slack, Google, Zendesk, Notion, and OAuth-enabled services, while one reviewer wants a broader integration catalog. | 8 | 8 | 1 |
Onboarding Setup is often described as straightforward with tutorials, community resources, and support, but the breadth of options and AI learning curve can create early choice paralysis. | 6 | 5 | 3 |
AI capabilities AI-native agents, nodes, and data-processing capabilities enable more sophisticated automations, but agent reliability and feedback can be a challenge for complex tasks. | 5 | 4 | 1 |
Mentions count unique reviews. One review can count as both positive and negative for the same theme when it describes a mixed experience.
This analysis reflects public customer reviews we could identify and access at the time of collection; the displayed source mix may influence the patterns shown.
Review sentiment over time
| Period | n | Positive | Mixed | Negative |
|---|---|---|---|---|
| 2025 Q2Limited sample | 1 | 1 | 0 | 0 |
| 2025 Q3Limited sample | 1 | 1 | 0 | 0 |
| 2025 Q4Limited sample | 1 | 1 | 0 | 0 |
| 2026 Q1Limited sample | 2 | 2 | 0 | 0 |
Only periods containing dated reviews are shown; gaps between labels mean no dated reviews were available for those periods.
Pricing and contract model
Gumloop offers Free and Pro plans with public pricing and a custom-priced Enterprise option. Usage is credit-based; annual billing is advertised at 20% off and a 14-day trial is available.
| Plan | Price | Includes |
|---|---|---|
Free | $0 per month | Includes 5,000 credits per month, one seat, one active trigger, two concurrent runs, five concurrent agent interactions, unlimited agents, and unlimited flows. |
Pro | Starts at $37 per month | Includes 20,000+ credits per month, unlimited seats, five concurrent runs, 25 concurrent agent interactions, unlimited teams, and hosting for one MCP server. |
- Monthly and annual billing are available; annual billing is advertised at 20% off.
- Credits generally do not roll over month to month except on Enterprise plans. Customers can buy credit bundles, upgrade tiers, or enable overage.
- Not publicly disclosed: Enterprise.
Integrations
Documented connections and access methods for Gumloop.
Automation
Business application connectors Native
Developer/API
Webhooks Native
REST API Public API
Python SDK Public API
AI protocol
Custom MCP servers Protocol
- Custom MCP connectivity has public-network and HTTPS requirements.
Recent signals
Product and company changes worth checking
- 2026-07-23
Version 10.14.0 release
Gumloop listed version 10.14.0 in its official changelog.
Source - 2026-03-12
$50 million Series B
Gumloop announced a $50 million Series B led by Benchmark, with participation from Nexus VP, First Round Capital, Y Combinator, Box Group, The Cannon Project, and Shopify Ventures.
Source - 2025-07-02
Apollo.io partnership and native integration
Gumloop announced a partnership with Apollo.io and a direct native integration.
Source
FAQ
How much does Gumloop cost?
Gumloop has a Free plan with 5,000 monthly credits. Pro starts at $37 per month with 20,000+ monthly credits, while Enterprise uses custom pricing.
Can Gumloop build AI agents as well as fixed workflows?
Yes. Gumloop supports visual workflows and agents that receive goals and tools, select and use tools adaptively, chain inside workflows, and run in batches.
How can Gumloop connect to other tools?
Gumloop provides 100+ pre-built nodes and integrations, named business connectors, webhooks, REST API access, a Python SDK, and MCP-compatible server support.
Who should consider Gumloop?
Gumloop is suited to business and operations teams that want nontechnical users to automate work across CRM, lead generation, support, analytics, marketing, and internal processes.
- 2026-07-26 Initial publication First published version of this review.
Sources analyzed (22)
- Gumloop Documentation docs.gumloop.com accessed 2026-07-26
- Agents docs.gumloop.com accessed 2026-07-26
- Workbooks docs.gumloop.com accessed 2026-07-26
- Gumloop Pricing gumloop.com accessed 2026-07-26
- Credits docs.gumloop.com accessed 2026-07-26
- Start an Automation docs.gumloop.com accessed 2026-07-26
- Custom MCP Servers docs.gumloop.com accessed 2026-07-26
- Gumloop Changelog gumloop.com accessed 2026-07-26
- Gumloop Raises $50 Million Series B gumloop.com accessed 2026-07-26
- Gumloop x Apollo gumloop.com accessed 2026-07-26
Showing 10 of 22 sources · 12 additional sources analyzed
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