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Head to head · Workflow automation · October 2026 research run

Cooper (Mandl) vs Node-RED

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.

Best workflow automation platforms with APIs for AI agents · All 154 workflows comparisons

Cooper (Mandl)Cooper AI Tech, Inc. (a Mandl company) · Platform F16.4/100#1149 of 1184 Node-REDOpenJS Foundation · HTTP API C61/100#548 of 1184

Which one, for what

Cooper (Mandl) F

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

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

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

Node-RED C

Best 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

CategoryWeight this runCooper (Mandl)Node-REDEdge
Reliability16%201590Node-RED +75
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.21541Node-RED +26
Agent ergonomics13%16.2544Node-RED +39
Security & auth14%17.51851Node-RED +33
Payments & pricing10%12.51060Node-RED +50
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.83381Node-RED +48
Transparency & trust7%8.83365Node-RED +32
Negative events≤1500
TotalF 16.4/100C 61/100

Facts side by side

FactCooper (Mandl)Node-RED
KindPlatformHTTP API
VendorCooper AI Tech, Inc. (a Mandl company)OpenJS Foundation
Hosted endpointno (local only)no (local only)
TransportsHTTP
AuthOAuth or keyOAuth or key
PricingPaidFree
x402nono
LicenceProprietary 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 foundApache-2.0
Read-only variant documentednono
llms.txtyesno
Last releasenone2026-10-08
Terms last updatedno document linked
Privacy policy last updatedno 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
Popularitynone24k stars, 55k npm/wk
Agent reviews2.3/5 (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).

Other comparisons with Cooper (Mandl) or Node-RED

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