Independent review. IonBin has no partnership with Gumloop and was not paid for this page. Our evaluation is our own, based on public documentation and our research. Product names are trademarks of their owners and are used for identification only. How disclosure works.
A no-code builder for AI agents and flows that chain models, apps and scrapers. Its official remote MCP server lets MCP clients such as Claude or Cursor manage agents, sessions, skills, flows and runs.
How Gumloop connects to each AI platform: native connector or MCP, API through code the agent writes, browser control, or file upload.
| Platform | MCP / connector | API (agent-written code) | Browser | Upload / export |
|---|---|---|---|---|
| Claude (incl. Claude Code) | Confirmed Settings > Connectors, custom MCP URL Gumloop docs ↗Claude (incl. Claude Code) MCP docs ↗ | Confirmed Claude (incl. Claude Code) can run code; Gumloop publishes an API. Claude (incl. Claude Code) docs ↗ | Confirmed Claude Code with the Claude in Chrome extension (Chrome, Edge and other Chromium browsers) Claude (incl. Claude Code) browser docs ↗ | Confirmed Export from Gumloop, then works on the files in your project; chat accepts attachments Claude (incl. Claude Code) docs ↗ |
| OpenAI Codex | Not documented Gumloop has an official MCP server and OpenAI Codex supports MCP, but Gumloop's docs don't name this pairing. Auth setup may differ. Gumloop MCP docs ↗OpenAI Codex MCP docs ↗ | Confirmed OpenAI Codex can run code; Gumloop publishes an API. OpenAI Codex docs ↗ | Confirmed Only in the ChatGPT desktop app; not in the Codex CLI or IDE extension OpenAI Codex browser docs ↗ | Confirmed Export from Gumloop, then works on local repositories OpenAI Codex docs ↗ |
| Google Antigravity | Not documented Gumloop has an official MCP server and Google Antigravity supports MCP, but Gumloop's docs don't name this pairing. Auth setup may differ. Gumloop MCP docs ↗Google Antigravity MCP docs ↗ | Confirmed Google Antigravity can run code; Gumloop publishes an API. Google Antigravity docs ↗ | Confirmed Browser subagent via /browser, documented as an Antigravity App feature; the IDE has separate browser docs Google Antigravity browser docs ↗ | Confirmed Export from Gumloop, then works on local projects and worktrees Google Antigravity docs ↗ |
Confirmed means both the tool's and the platform's official docs describe that route (links in the cell); IonBin has not tested every pairing. Not documented means it may work, but no official docs describe that route end to end. Checked Oct 17, 2026.
| Level | Status | Detail / source |
|---|---|---|
| Native connector / MCP | Yes | Official docs ↗ |
| API / CLI | Yes | Docs include an API reference and an MCP vs. REST API guide (https://docs.gumloop.com/mcp-server/overview, checked 2026-10-17); endpoints not reviewed |
| Browser-only | No | Web app; also reachable programmatically |
| Bulk upload / import | No | No bulk import path reviewed on 2026-10-17 |
Recorded Oct 17, 2026. Setup and plan limits vary; check the vendor's docs. How levels are assigned.
Via its official MCP server, from MCP-capable platforms such as ChatGPT, Claude, Gemini (Google), Google Antigravity, OpenAI Codex.
No long-form review yet. Verdict is based on research, not hands-on testing.
Workflow automation you can self-host free (Community Edition) or use as n8n Cloud, with AI-agent building blocks. It can act as an MCP server via the MCP Server Trigger node.
Visual builder for multi-step automation scenarios across apps, billed in credits. A hosted MCP server lets AI clients such as Claude and ChatGPT run scenarios, and scenarios can be exported and imported as JSON blueprints.
App-to-app automation across 9,000+ apps, with Zaps, Tables and Forms. Zapier MCP lets AI assistants take 40,000+ actions; each successful MCP call uses two tasks from your plan.
Platform for building AI agents and multi-agent workforces for sales, research and operations. Its free MCP server lets Claude, ChatGPT, Cursor and other clients build and run agents; usage is billed to your plan.
