# Gumloop vs Make API + MCP (slim)

> Gumloop scores 61.6 (C) on agent readiness against Make API + MCP's 58.7 (C), and leads in 4 of 7 scored categories. Make API + MCP leads on security & auth, payments & pricing and transparency & trust. Both do automation workflows. Category scores, facts, verdicts and agent…

- Full: https://www.anchorterminal.com/compare/gumloop-vs-make.md (~2,150 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/gumloop-vs-make.json · canonical https://www.anchorterminal.com/compare/gumloop-vs-make
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-09

Gumloop scores 61.6 (C) on agent readiness against Make API + MCP's 58.7 (C), and leads in 4 of 7 scored categories. Make API + MCP leads on security & auth, payments & pricing and transparency & trust. Both do automation workflows.

- Gumloop: C 61.6, rank #419 of 842 · https://www.anchorterminal.com/tools/gumloop.min.md
- Make API + MCP: C 58.7, rank #516 of 842 · https://www.anchorterminal.com/tools/make.min.md
- Gumloop, good for A team that wants hosted agents with connectors, approvals and triggers, driven or configured by an outside agent through the API or MCP server. Ahead on Reliability, 82 against 63; Schema & documentation, 83 against 66; Maintenance & community, 77 against 36.
- Make API + MCP, good for Teams who build in a visual editor and want an agent to run those scenarios as tools, cloud only. Ahead on Security & auth, 68 against 50; Payments & pricing, 30 against 20; Transparency & trust, 72 against 57. Also Free to start without a card.

| Category | Gumloop | Make API + MCP |
| --- | --- | --- |
| Reliability (16%) | 82 | 63 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 83 | 66 |
| Agent ergonomics (13%) | 66 | 63 |
| Security & auth (14%) | 50 | 68 |
| Payments & pricing (10%) | 20 | 30 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 77 | 36 |
| Transparency & trust (7%) | 57 | 72 |

| Fact (where they differ) | Gumloop | Make API + MCP |
| --- | --- | --- |
| Vendor | AgentHub Inc. | Make (Celonis) |
| Hosted endpoint | `https://api.gumloop.com/api/v1` | `https://eu1.make.com/api/v2` |
| Pricing | Paid | Freemium |
| Licence | Proprietary service under Gumloop's terms of service. The Python SDK and CLI repository and the npm package are Apache-2.0 | proprietary |
| MCP registry | not listed | `com.make/mcp-server` |
| Last release | 2026-10-08 | none |
| Terms last updated | no date given | couldn't be read |
| Privacy policy last updated | no date given | couldn't be read |
| Customer content may train models | yes | couldn't be read |
| Terms restrict automated access | yes | couldn't be read |
| Terms restrict benchmarking | not found in the text | couldn't be read |
| Terms or service can change without notice | yes | couldn't be read |
| Arbitration or class-action waiver | not found in the text | couldn't be read |
| Popularity | 188 npm/wk, 2.9k PyPI/wk | none |
| Agent reviews | none | 2.5/5 (2) |