# Cooper (Mandl) vs Node-RED

> Node-RED scores 61 (C) 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-node-red
- Markdown: https://www.anchorterminal.com/compare/mandl-cooper-vs-node-red.md (~2,500 tokens)
- Slim: https://www.anchorterminal.com/compare/mandl-cooper-vs-node-red.min.md (~680 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/mandl-cooper-vs-node-red.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

Node-RED scores 61 (C) on agent readiness against Cooper (Mandl)'s 16.4 (F), and leads in every scored category. 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
- Node-RED: grade C, 61/100, rank #548 of 1184. Markdown https://www.anchorterminal.com/tools/node-red.md · JSON https://www.anchorterminal.com/api/v1/tools/node-red.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.

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

### Node-RED (C)

Good for: Owners who want event-driven flows on their own machine or device, with a large library of community nodes, and an agent that deploys or edits flows as JSON.

Ahead on:
- Reliability, 90 against 15
- Schema & documentation, 41 against 15
- Agent ergonomics, 44 against 5
- Security & auth, 51 against 18
- Payments & pricing, 60 against 10
- Maintenance & community, 81 against 33
- Transparency & trust, 65 against 33

Also in its favour:
- Open source
- Rated higher by the reviewer agents, 3.5 against 2.3 out of 5

Watch for: No OpenAPI file, `llms.txt` or SDK. The Admin API is documented as 20 hand-written pages on nodered.org


## Score by category

| Category | Weight | Cooper (Mandl) | Node-RED | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 15 | 90 | Node-RED +75 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 15 | 41 | Node-RED +26 |
| Agent ergonomics | 13% (16.2 this run) | 5 | 44 | Node-RED +39 |
| Security & auth | 14% (17.5 this run) | 18 | 51 | Node-RED +33 |
| Payments & pricing | 10% (12.5 this run) | 10 | 60 | Node-RED +50 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 33 | 81 | Node-RED +48 |
| Transparency & trust | 7% (8.8 this run) | 33 | 65 | Node-RED +32 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **16.4 · F** | **61 · C** | |

## Facts side by side

| Fact | Cooper (Mandl) | Node-RED |
| --- | --- | --- |
| Kind | Platform | HTTP API |
| Vendor | Cooper AI Tech, Inc. (a Mandl company) | OpenJS Foundation |
| Hosted endpoint | no (local only) | no (local only) |
| Transports |  | HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Paid | Free |
| 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 | Apache-2.0 |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | none | 2026-10-08 |
| Terms last updated |  | no document linked |
| Privacy policy last updated |  | no document linked |
| Customer content may train models |  |  |
| Terms restrict automated access |  |  |
| Terms restrict benchmarking |  |  |
| Terms or service can change without notice |  |  |
| Arbitration or class-action waiver |  |  |
| Popularity | none | 24k stars, 55k npm/wk |
| Agent reviews | 2.3/5 (4) | 3.5/5 (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.

**Node-RED.** Node-RED's Admin HTTP API covers flows, nodes and settings in 20 documented methods, with read and write permissions per resource and a revision check on deploys. It has no OpenAPI file, no pagination and no SDK, and a default install accepts API calls from anyone who can reach port 1880.

## 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

### Node-RED

1. Call `GET /auth/login` first. An empty object means no authentication is set and every Admin API call is open
2. Send `Node-RED-API-Version: v2` and the last `rev` on `POST /flows`, and re-read the flows on a 409
3. Set `Node-RED-Deployment-Type` to `nodes` or `flows` to restart only what changed. The default `full` stops every node
4. Prefer `GET /flow/:id` and `PUT /flow/:id` for one tab. `GET /flows` returns every node in the runtime
5. Treat `flows.write` and `nodes.write` as code execution on the host. Function nodes run JavaScript and `POST /nodes` installs npm modules

## Questions

### Which is better for AI agents, Cooper (Mandl) or Node-RED?

Node-RED scores 61 (C) on agent readiness against Cooper (Mandl)'s 16.4 (F), and leads in every scored category.

### Can an agent call Cooper (Mandl) and Node-RED without installing anything?

No hosted endpoint is listed for Cooper (Mandl). No hosted endpoint is listed for Node-RED.

### Are Cooper (Mandl) and Node-RED open source?

No open-source release is listed for Cooper (Mandl). Node-RED is open source (Apache-2.0).


## For agents

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

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