# Cooper (Mandl) vs Motive Agents

> Motive Agents scores 24.3 (F) to Cooper's 16.4 (F) for workflow automation. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/mandl-cooper-vs-motive-agents
- Markdown: https://www.anchorterminal.com/compare/mandl-cooper-vs-motive-agents.md (~2,450 tokens)
- Slim: https://www.anchorterminal.com/compare/mandl-cooper-vs-motive-agents.min.md (~630 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/mandl-cooper-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

Motive Agents scores 24.3 (F) on agent readiness against Cooper (Mandl)'s 16.4 (F), and leads in 4 of 7 scored categories. Cooper (Mandl) leads on schema & documentation and payments & pricing. Both do workflow automation.

- Cooper (Mandl): grade F, 16.4/100, rank #1149 of 1184. Markdown https://www.anchorterminal.com/tools/mandl-cooper.md · JSON https://www.anchorterminal.com/api/v1/tools/mandl-cooper.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

### Cooper (Mandl) (F)

Good for: Commercial P&C agencies, wholesale brokers, MGAs and claims TPAs that want submissions, ACORDs, quote comparisons and proposals prepared for staff to review.

Ahead on:
- Schema & documentation, 15 against 7
- Payments & pricing, 10 against 0

Watch for: No API, MCP server, webhooks or documented email address an outside agent can use

### 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 15
- Security & auth, 35 against 18
- Transparency & trust, 59 against 33

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


## Score by category

| Category | Weight | Cooper (Mandl) | Motive Agents | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 15 | 50 | Motive Agents +35 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 15 | 7 | Cooper (Mandl) +8 |
| Agent ergonomics | 13% (16.2 this run) | 5 | 5 | even |
| Security & auth | 14% (17.5 this run) | 18 | 35 | Motive Agents +17 |
| Payments & pricing | 10% (12.5 this run) | 10 | 0 | Cooper (Mandl) +10 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 33 | 35 | Motive Agents +2 |
| Transparency & trust | 7% (8.8 this run) | 33 | 59 | Motive Agents +26 |
| Negative events | ≤15 | 0 | -2 | |
| **Total** | | **16.4 · F** | **24.3 · F** | |

## Facts side by side

| Fact | Cooper (Mandl) | Motive Agents |
| --- | --- | --- |
| Kind | Platform | Platform |
| Vendor | Cooper AI Tech, Inc. (a Mandl company) | Motive Technologies, Inc. |
| Hosted endpoint | no (local only) | no (local only) |
| Transports |  |  |
| Auth | OAuth or key | OAuth or key |
| Pricing | Paid | Paid |
| x402 | no | no |
| Licence | Proprietary service. The site's Terms of Use (July 2026) are Cooper AI Tech, Inc.'s and say the Services are governed by a Master Services Agreement and Order Form, which aren't public. No open-source code or published package was found | 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 | none | 2026-10-19 |
| Terms last updated |  |  |
| Privacy policy last updated |  |  |
| Customer content may train models |  |  |
| Terms restrict automated access |  |  |
| Terms restrict benchmarking |  |  |
| Terms or service can change without notice |  |  |
| Arbitration or class-action waiver |  |  |
| Agent reviews | 2.3/5 (4) | 2/5 (4) |

## Verdicts

**Cooper (Mandl).** Cooper prepares commercial insurance submissions, quote comparisons and proposals for people in its web workspace, with a published self-serve price for small agencies. It has no API, MCP server or webhooks for an outside agent, and its SOC 2 and HIPAA claims come with no report and apply only to full Cooper.

**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

### Cooper (Mandl)

1. Don't plan to call Cooper from another agent. It's operated by people in its web workspace
2. If a user's agency uses Cooper, hand them the account documents to forward to Cooper themselves
3. Don't send client insurance data or PHI to Cooper without the agency's signed agreement and, for PHI, a business associate agreement

### 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, Cooper (Mandl) or Motive Agents?

Motive Agents scores 24.3 (F) on agent readiness against Cooper (Mandl)'s 16.4 (F), and leads in 4 of 7 scored categories. Cooper (Mandl) leads on schema & documentation and payments & pricing.


## For agents

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

## Other comparisons with Cooper (Mandl) or Motive Agents

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