What Are Gumloop Credits and How Are They Consumed?

Gumloop credits are the platform's usage currency consumed by AI inference, tool calls, and MCP server interactions. Each action costs a variable number of credits depending on the model used and the complexity of the operation. Free users get 5,000 credits monthly while Pro users start at 20,000.

How Does Gumloop Compare to N8n and Make for AI Workflows?

Gumloop is purpose-built for AI-native automation with agent-first architecture, MCP protocol support, and self-improving skills. Unlike N8n or Make which focus on deterministic integrations, Gumloop specializes in LLM-powered orchestration where agents autonomously decide which tools to use.

Can Gumloop Agents Be Deployed in Slack and Microsoft Teams?

Yes, Gumloop agents can be added directly to Slack channels and Microsoft Teams. Users interact with them by tagging @Gumloop. Agents support custom Slack apps, threaded conversations, file handling, and can set up their own triggers to respond to events in those platforms.

What AI Models Does Gumloop Support for Agent Workflows?

Gumloop supports Claude Opus 4.7, GPT-5.5, Gemini 3 Flash, and models via OpenRouter including Qwen and Kimi. Users can bring their own API keys, configure fallback models for outage resilience, and set organization-level model restrictions for compliance.

How Does Gumloop Handle MCP Server Integrations?

Gumloop provides 100+ built-in MCP servers for apps like Salesforce, HubSpot, GitHub, Jira, and Slack. Pro users can host custom MCP servers and proxy external ones. Organizations can restrict tool access per role, and all MCP activity is logged for audit purposes.

Listed · Reviewed May 2026 · 7-criteria rubric

AI Productivity Tools

Gumloop

Name: Gumloop
Availability: InStock
Author: Gumloop Inc

No-Code AI Agent Builder for Workflow Automation at Scale

by Gumloop Inc · San Francisco, CA, USA · Founded 2023

Visit Gumloop →

Pricing

From $37/mo

What is Gumloop?

Gumloop is a no-code AI agent builder that helps teams design, run, and monitor automated workflows without writing production code.

The platform targets product managers, ops teams, and small engineering groups who need multi-agent orchestration, a visual drag-and-drop workflow canvas, and custom triggers tied to 100+ app integrations via its MCP connector library.

It also offers embedded code sandboxes for lightweight scripting, workflow scheduling, retry policies, webhooks, observability for agent runs, audit logs and role-based access control, plus enterprise controls including SOC 2 Type II and VPC deployment options.

Founded in 2023 and backed by Y Combinator, Gumloop follows a freemium pricing model with paid tiers for higher concurrency, enterprise connectors and support.

In my use in 2026 the UI accelerates prototyping, but complex distributed workflows still demand engineering input to optimize performance and costs, and debugging multi-agent logic inside a visual editor can become confusing compared with hand-written orchestration.

Gumloop — No-Code AI Agent Builder for Workflow Automation at Scale Whether you're evaluating Gumloop for your team or comparing it to alternatives in the AI Productivity Tools category, this in-depth review covers everything: features, pricing, real user reviews, pros and cons, integrations, and direct comparisons against competitors.

Gumloop Demo Video

Key Features 8

Build and deploy AI agents and automated workflows with no coding required

Interact with agents directly via Slack, Teams, and email using simple mentions

Connect 100+ integrations and 50+ MCP servers including Salesforce, HubSpot, and Notion

Agents autonomously write, run, and iterate code for complex data tasks

Multi-agent orchestration with subagents, triggers, and scheduled task automation

Enterprise-grade security with SOC 2 Type II, HIPAA, SSO, SCIM, and Zero Data Retention

Access top AI models from OpenAI, Anthropic, Google, Meta, and DeepSeek in one platform

Gumstack MCP infrastructure for managing, monitoring, and securing all agent tool calls

Who Is Gumloop For

1 Operations Teams Automating Repetitive Workflows

2 Revenue and Sales Teams Building Lead Enrichment Pipelines

3 Customer Support Managers Deploying AI Response Agents

4 Non-Technical Employees Building Internal AI Tools

5 IT Administrators Managing Multi-Agent Enterprise Systems

6 Startup Founders Prototyping Business Automations

Pros & Cons

Pros 4 benefits

Extensive MCP Integration Library
Credit-Based Flexible Scaling
YC-Backed Enterprise Adoption
Rapid Weekly Feature Releases

Cons 3 limitations

Credit Consumption Hard to Predict
Steeper Learning Curve for Agents
Limited Free Tier Concurrency

Frequently Asked Questions

5 questions

Who is Gumloop for?

Gumloop is most useful for Operations Teams Automating Repetitive Workflows, Revenue and Sales Teams Building Lead Enrichment Pipelines, Customer Support Managers Deploying AI Response Agents and Non-Technical Employees Building Internal AI Tools.

Gumloop pricing

Gumloop uses a freemium model: a usable free tier with optional paid upgrades. Headline pricing: From $37/mo. For the current tier breakdown and any limits, see the pricing section above or check the vendor's pricing page directly — limits and prices change.

What's New

Shared With Me & Organization Views 9.5.0

Agents, skills, files, and workflows now have Shared with Me and Organization tabs for easier collaboration and discovery.

May 14

Per-App Account Selection & Edit Skill Files 9.4.0

Choose which specific account an agent tool should use, and edit skill files directly with change previews and draft tracking.

May 7

View all updates

Security & Privacy

US, Custom VPC

SOC 2 Type II GDPR Compliant HIPAA Compliant

Zero Data Retention for AI model training Role-based access control (RBAC) SSO/SAML/SCIM support Audit logging for all organization actions Virtual Private Cloud deployments AI model access restrictions

Collaboration & Teams

Team Workspaces Multi-User Access Role Permissions Shared Projects Real-time Version History Activity Log

Learning & Support

Resources

Documentation Video Tutorials Blog Templates

Community

Forum

Support Channels

Email Priority Dedicated Manager Onboarding

Localization

UI Languages

50+

Content Languages

All Features of Gumloop