Gumloop
Gumloop is a no-code AI automation platform with a visual canvas for orchestrating multi-agent workflows that connect Slack, Salesforce, Notion, Snowflake, and 100+ apps. Backed by Benchmark, used by Gusto, Instacart, Samsara, Shopify, Webflow, and Ramp.
Use Cases
Build no-code AI agents on a visual canvas
Run multi-agent workflows that combine Slack, Notion, and Salesforce
Schedule recurring tasks like SEO research and pipeline reviews
Tag @Gumloop in Slack or Teams to invoke agents
Connect to internal data warehouses like Snowflake and Postgres
Monitor every MCP client call through Gumstack
Pros
Visual canvas lets non-engineers build multi-agent workflows
Pre-built agents cover sales, support, data, and SEO tasks
Slack and Teams integration treats agents as channel members
Gumstack adds an AI gateway for centralized monitoring
Bring-your-own-LLM via API proxy support
Cons
Credit-based pricing scales fast with advanced model calls
Free tier capped at 2,000 credits with no monthly refill
SSO and SAML reserved for Enterprise tier
Visual canvas can tangle on complex multi-step workflows
Competes head-on with n8n, Zapier, and Make for the same buyer
Platforms
Web
API
Chatbot
MCP
Compliance & Certifications
SOC 2
AICPA
GDPR
European Union
HIPAA
U.S. HHS
Gumloop treats AI agents like Slack channel members, so the data team @-mentions an agent the same way they'd ping a coworker, and the agent ships work back in the thread. Gumstack adds an AI gateway that monitors every MCP call across the org, which is the part most automation tools forgot to build.
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