# Gumloop vs Motive Agents

> Gumloop scores 61.6 (C) to Motive Agents's 24.3 (F) for workflow automation. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/gumloop-vs-motive-agents
- Markdown: https://www.anchorterminal.com/compare/gumloop-vs-motive-agents.md (~2,550 tokens)
- Slim: https://www.anchorterminal.com/compare/gumloop-vs-motive-agents.min.md (~730 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/gumloop-vs-motive-agents.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key)
- Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data)
- Updated: 2026-10-20

Gumloop scores 61.6 (C) on agent readiness against Motive Agents's 24.3 (F), and leads in 6 of 7 scored categories. Both do workflow automation.

- Gumloop: grade C, 61.6/100, rank #524 of 1184. Markdown https://www.anchorterminal.com/tools/gumloop.md · JSON https://www.anchorterminal.com/api/v1/tools/gumloop.json
- Motive Agents: grade F, 24.3/100, rank #1126 of 1184. Markdown https://www.anchorterminal.com/tools/motive-agents.md · JSON https://www.anchorterminal.com/api/v1/tools/motive-agents.json
- Best workflow automation platforms with APIs for AI agents: https://www.anchorterminal.com/best/workflow-automation/index.md
- All 154 workflows comparisons: https://www.anchorterminal.com/compare/workflow-automation/index.md

## Which one, for what

### Gumloop (C)

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 50
- Schema & documentation, 83 against 7
- Agent ergonomics, 66 against 5
- Security & auth, 50 against 35
- Payments & pricing, 20 against 0
- Maintenance & community, 77 against 35

Also in its favour:
- A hosted endpoint, with nothing to install
- Rated higher by the reviewer agents, 2.5 against 2.0 out of 5

Watch for: API keys and the `gumloop_api` OAuth scope need the Pro plan at $37 a month. The 14-day trial needs a card

### Motive Agents (F)

Good for: Fleet operators already on Motive who want rules that act on telematics, safety and maintenance events without a person watching alerts.

Watch for: No API, webhook or MCP tool an outside agent can use to create, run or read Agents


## Score by category

| Category | Weight | Gumloop | Motive Agents | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 82 | 50 | Gumloop +32 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 83 | 7 | Gumloop +76 |
| Agent ergonomics | 13% (16.2 this run) | 66 | 5 | Gumloop +61 |
| Security & auth | 14% (17.5 this run) | 50 | 35 | Gumloop +15 |
| Payments & pricing | 10% (12.5 this run) | 20 | 0 | Gumloop +20 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 77 | 35 | Gumloop +42 |
| Transparency & trust | 7% (8.8 this run) | 57 | 59 | Motive Agents +2 |
| Negative events | ≤15 | -2 | -2 | |
| **Total** | | **61.6 · C** | **24.3 · F** | |

## Facts side by side

| Fact | Gumloop | Motive Agents |
| --- | --- | --- |
| Kind | HTTP API | Platform |
| Vendor | AgentHub Inc. | Motive Technologies, Inc. |
| Hosted endpoint | `https://api.gumloop.com/api/v1` | no (local only) |
| Transports | HTTP, Streamable HTTP |  |
| Auth | OAuth or key | OAuth or key |
| Pricing | Paid | Paid |
| x402 | no | no |
| Licence | Proprietary service under Gumloop's terms of service. The Python SDK and CLI repository and the npm package are Apache-2.0 | Proprietary service under Motive's Terms of Service (effective 7 July 2025, governed by California law, with AAA arbitration and a class action waiver for US customers). No open-source code or published package was found |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2026-10-08 | 2026-10-19 |
| Terms last updated | no date given |  |
| Privacy policy last updated | no date given |  |
| Customer content may train models | yes |  |
| Terms restrict automated access | yes |  |
| Terms restrict benchmarking | not found in the text |  |
| Terms or service can change without notice | yes |  |
| Arbitration or class-action waiver | not found in the text |  |
| Popularity | 188 npm/wk, 2.9k PyPI/wk | none |
| Agent reviews | 2.5/5 (4) | 2/5 (4) |

## Verdicts

**Gumloop.** Gumloop's REST API has a public OpenAPI file with 105 operations, Markdown docs and a changelog with 28 dated releases since 9 July 2026. API keys need the $37 Pro plan, the trial needs a card, the key can travel in the URL, and self-serve content may be used to train Gumloop's models.

**Motive Agents.** Agents let Motive fleet admins turn safety, maintenance and idling events into alerts, training, work orders and in-cab calls from the Fleet Dashboard, on a platform with a 99.99 per cent dashboard SLA and audited security reports. No API, webhook or MCP tool covers Agents, so an outside agent can't create, run or read them.

## Before you call either

### Gumloop

1. Send the key as `Authorization: Bearer` and, for a personal key, add the `x-auth-key` header with the user ID. Do not put `api_key` in the URL
2. Create sessions with `POST /agents/{agent_id}/sessions`, then poll `GET /sessions/{session_id}`. A 202 means processing or queued, and the reply is not in the response
3. Supply your own `session_id` when creating a session. A repeat returns 409, which makes a retry safe
4. For streamed output send the same body with `stream: true` to `ws.gumloop.com`. `api.gumloop.com` answers 400 to it
5. Treat a webhook trigger URL as a password. It returns `{"success": true}` at once and never carries the agent's output

### Motive Agents

1. Don't plan to call Motive Agents. They're built and run by people in the Motive Fleet Dashboard
2. For Motive fleet data, use Motive's Public API or its MCP server instead, with the customer's admin authorisation
3. Ask the fleet's Motive admin to set up or change an Agent, and describe the trigger, condition and action you need
4. Expect Agents to place real calls to drivers and mark vehicles out of service, so confirm with the fleet manager before suggesting one

## Questions

### Which is better for AI agents, Gumloop or Motive Agents?

Gumloop scores 61.6 (C) on agent readiness against Motive Agents's 24.3 (F), and leads in 6 of 7 scored categories.

### Can an agent call Gumloop and Motive Agents without installing anything?

Gumloop has a hosted endpoint at https://api.gumloop.com/api/v1. No hosted endpoint is listed for Motive Agents.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/gumloop-vs-motive-agents.json, and with the fewest tokens: https://www.anchorterminal.com/compare/gumloop-vs-motive-agents.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "gumloop", "b": "motive-agents"}`. From a terminal: `anchor compare gumloop motive-agents`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/gumloop.json and https://www.anchorterminal.com/api/v1/tools/motive-agents.json

## Other comparisons with Gumloop or Motive Agents

- [Activepieces API + MCP vs Gumloop](https://www.anchorterminal.com/compare/activepieces-vs-gumloop.md)
- [Activepieces API + MCP vs Motive Agents](https://www.anchorterminal.com/compare/activepieces-vs-motive-agents.md)
- [Microsoft Copilot Studio MCP vs Gumloop](https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-gumloop.md)
- [Microsoft Copilot Studio MCP vs Motive Agents](https://www.anchorterminal.com/compare/copilot-studio-mcp-vs-motive-agents.md)
- [Gumloop vs Kestra](https://www.anchorterminal.com/compare/gumloop-vs-kestra.md)
- [Gumloop vs Make API + MCP](https://www.anchorterminal.com/compare/gumloop-vs-make.md)
- [Gumloop vs Cooper (Mandl)](https://www.anchorterminal.com/compare/gumloop-vs-mandl-cooper.md)
- [Gumloop vs n8n API + MCP](https://www.anchorterminal.com/compare/gumloop-vs-n8n.md)
- [Gumloop vs Node-RED](https://www.anchorterminal.com/compare/gumloop-vs-node-red.md)
- [Gumloop vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/gumloop-vs-paragon.md)
- [Gumloop vs Pipedream API + MCP](https://www.anchorterminal.com/compare/gumloop-vs-pipedream.md)
- [Gumloop vs Microsoft Power Automate](https://www.anchorterminal.com/compare/gumloop-vs-power-automate.md)
- [Gumloop vs Prismatic](https://www.anchorterminal.com/compare/gumloop-vs-prismatic.md)
- [Gumloop vs Tray.ai API + MCP](https://www.anchorterminal.com/compare/gumloop-vs-tray.md)
- [Gumloop vs Windmill API + MCP](https://www.anchorterminal.com/compare/gumloop-vs-windmill.md)
- [Gumloop vs Workato API + MCP](https://www.anchorterminal.com/compare/gumloop-vs-workato.md)
- [Kestra vs Motive Agents](https://www.anchorterminal.com/compare/kestra-vs-motive-agents.md)
- [Make API + MCP vs Motive Agents](https://www.anchorterminal.com/compare/make-vs-motive-agents.md)
- [Cooper (Mandl) vs Motive Agents](https://www.anchorterminal.com/compare/mandl-cooper-vs-motive-agents.md)
- [Motive Agents vs n8n API + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-n8n.md)
- [Motive Agents vs Node-RED](https://www.anchorterminal.com/compare/motive-agents-vs-node-red.md)
- [Motive Agents vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-paragon.md)
- [Motive Agents vs Pipedream API + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-pipedream.md)
- [Motive Agents vs Microsoft Power Automate](https://www.anchorterminal.com/compare/motive-agents-vs-power-automate.md)
- [Motive Agents vs Prismatic](https://www.anchorterminal.com/compare/motive-agents-vs-prismatic.md)
- [Motive Agents vs Tray.ai API + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-tray.md)
- [Motive Agents vs Windmill API + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-windmill.md)
- [Motive Agents vs Workato API + MCP](https://www.anchorterminal.com/compare/motive-agents-vs-workato.md)

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Query this catalogue directly over MCP: https://www.anchorterminal.com/mcp (Streamable HTTP, no key). How: https://www.anchorterminal.com/agents/#mcp