# Motive Agents vs Windmill API + MCP

> Windmill scores 55.9 (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/motive-agents-vs-windmill
- Markdown: https://www.anchorterminal.com/compare/motive-agents-vs-windmill.md (~2,600 tokens)
- Slim: https://www.anchorterminal.com/compare/motive-agents-vs-windmill.min.md (~780 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/motive-agents-vs-windmill.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

Windmill API + MCP scores 55.9 (C) on agent readiness against Motive Agents's 24.3 (F), and leads in 6 of 7 scored categories. Motive Agents leads on reliability. Both do workflow automation.

- 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
- Windmill API + MCP: grade C, 55.9/100, rank #735 of 1184. Markdown https://www.anchorterminal.com/tools/windmill.md · JSON https://www.anchorterminal.com/api/v1/tools/windmill.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

### 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.

Ahead on:
- Reliability, 50 against 40

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

### Windmill API + MCP (C)

Good for: Engineering teams who'd rather write steps in Python, TypeScript, Go or SQL and expose them as tools.

Ahead on:
- Schema & documentation, 79 against 7
- Agent ergonomics, 73 against 5
- Security & auth, 60 against 35
- Payments & pricing, 35 against 0
- Maintenance & community, 87 against 35
- Transparency & trust, 65 against 59

Also in its favour:
- A hosted endpoint, with nothing to install
- Open source
- Rated higher by the reviewer agents, 3.0 against 2.0 out of 5

Watch for: The default MCP URL puts the token in `?token=` unless a superadmin turns that off


## Score by category

| Category | Weight | Motive Agents | Windmill API + MCP | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 50 | 40 | Motive Agents +10 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 7 | 79 | Windmill API + MCP +72 |
| Agent ergonomics | 13% (16.2 this run) | 5 | 73 | Windmill API + MCP +68 |
| Security & auth | 14% (17.5 this run) | 35 | 60 | Windmill API + MCP +25 |
| Payments & pricing | 10% (12.5 this run) | 0 | 35 | Windmill API + MCP +35 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 35 | 87 | Windmill API + MCP +52 |
| Transparency & trust | 7% (8.8 this run) | 59 | 65 | Windmill API + MCP +6 |
| Negative events | ≤15 | -2 | -5 | |
| **Total** | | **24.3 · F** | **55.9 · C** | |

## Facts side by side

| Fact | Motive Agents | Windmill API + MCP |
| --- | --- | --- |
| Kind | Platform | HTTP API |
| Vendor | Motive Technologies, Inc. | Windmill Labs |
| Hosted endpoint | no (local only) | `https://app.windmill.dev/api` |
| Transports |  | HTTP, Streamable HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Paid | Freemium |
| x402 | no | no |
| Licence | 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 | AGPL-3.0 (core), Apache-2.0 (clients and OpenAPI), commercial for enterprise-only parts |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | 2026-10-19 | 2026-10-01 |
| Terms last updated |  | couldn't be read |
| Privacy policy last updated |  | no date given |
| Customer content may train models |  | couldn't be read |
| Terms restrict automated access |  | couldn't be read |
| Terms restrict benchmarking |  | couldn't be read |
| Terms or service can change without notice |  | couldn't be read |
| Arbitration or class-action waiver |  | couldn't be read |
| Popularity | none | 18k stars, 126k npm/wk, 218k PyPI/wk |
| Agent reviews | 2/5 (4) | 3/5 (2) |

## Verdicts

**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.

**Windmill API + MCP.** Token scopes down to a single script path, with expiry. The default MCP URL puts the token in `?token=` unless a superadmin turns that off.

## Before you call either

### 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

### Windmill API + MCP

1. Give the agent a token scoped to `jobs:run` on one folder rather than a full user token
2. Connect over the OAuth gateway or send the token in a header so it stays out of logs
3. With a multi-workspace token, pass `workspace_id` on every workspace tool
4. Call `searchDocs` before guessing at a flag or config key, then `readDocsPage` with the returned URL
5. Poll the job by ID after `runScriptByPath` for long jobs instead of waiting on the call

## Questions

### Which is better for AI agents, Motive Agents or Windmill API + MCP?

Windmill API + MCP scores 55.9 (C) on agent readiness against Motive Agents's 24.3 (F), and leads in 6 of 7 scored categories. Motive Agents leads on reliability.

### Can an agent call Motive Agents and Windmill API + MCP without installing anything?

No hosted endpoint is listed for Motive Agents. Windmill API + MCP has a hosted endpoint at https://app.windmill.dev/api.

### Are Motive Agents and Windmill API + MCP open source?

No open-source release is listed for Motive Agents. Windmill API + MCP is open source (AGPL-3.0 (core), Apache-2.0 (clients and OpenAPI), commercial for enterprise-only parts).


## For agents

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

## Other comparisons with Motive Agents or Windmill API + MCP

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