Head to head · Workflow automation · October 2026 research run
Kestra vs Node-RED
Kestra scores 63.6 (B) on agent readiness against Node-RED's 61 (C), and leads in 4 of 7 scored categories. Node-RED leads on security & auth and payments & pricing. Both do workflow automation.
Best workflow automation platforms with APIs for AI agents · All 108 workflows comparisons
Which one, for what
Kestra B
Good for Engineering and data teams that want declarative YAML flows with scripts in any language, run on their own infrastructure.
Ahead on
- Schema & documentation, 82 against 41
- Agent ergonomics, 73 against 44
- Maintenance & community, 93 against 81
Watch for
The open-source edition has one basic-auth username and password. API tokens, service accounts, RBAC and audit logs need Enterprise or Cloud
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
- Security & auth, 51 against 41
- Payments & pricing, 60 against 50
Also in its favour
- No incidents deducted, where Kestra loses 7 points for them
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 this run | Kestra | Node-RED | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 89 | 90 | Node-RED +1 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 82 | 41 | Kestra +41 |
| Agent ergonomics | 13%16.2 | 73 | 44 | Kestra +29 |
| Security & auth | 14%17.5 | 41 | 51 | Node-RED +10 |
| Payments & pricing | 10%12.5 | 50 | 60 | Node-RED +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 93 | 81 | Kestra +12 |
| Transparency & trust | 7%8.8 | 69 | 65 | Kestra +4 |
| Negative events | ≤15 | -7 | 0 | |
| Total | 63.6 · B | 61 · C |
Facts side by side
| Fact | Kestra | Node-RED |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Kestra Technologies | OpenJS Foundation |
| Hosted endpoint | no (local only) | no (local only) |
| Transports | HTTP, Streamable HTTP | HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Free |
| x402 | no | no |
| Licence | Apache-2.0 (open-source server and SDK repository). Enterprise Edition and Kestra Cloud are commercial | Apache-2.0 |
| Read-only variant documented | yes | no |
| llms.txt | yes | no |
| Last release | 2026-10-05 | 2026-10-08 |
| Terms last updated | no document linked | no document linked |
| Privacy policy last updated | no document linked | 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 | 29k stars, 244 npm/wk, 170 PyPI/wk | 24k stars, 55k npm/wk |
Verdicts
Kestra
Kestra's open-source edition has a 216-operation OpenAPI spec, Markdown docs for agents and weekly patch releases on two long-term support lines. Its only credential is one basic-auth username and password with full access, and five critical advisories were published between March and September 2026, all fixed.
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
Kestra
- Run 2.0.5 or 1.3.42 or later. Earlier builds carry unauthenticated remote code execution advisories fixed in 1.3.38 and 2.0.3
- Set
kestra.server.basic-authin the config file before first start. Without it the setup page is open to anyone who reaches the port - Put the tenant in the path. Open-source instances use
main, as in/api/v1/main/executions/{namespace}/{id} - Send flow inputs as multipart form fields, and add
wait=trueto get the finished execution in the same call - Keep port 8081 off any shared network. The management endpoints there skip the API's basic auth
Node-RED
- Call
GET /auth/loginfirst. An empty object means no authentication is set and every Admin API call is open - Send
Node-RED-API-Version: v2and the lastrevonPOST /flows, and re-read the flows on a 409 - Set
Node-RED-Deployment-Typetonodesorflowsto restart only what changed. The defaultfullstops every node - Prefer
GET /flow/:idandPUT /flow/:idfor one tab.GET /flowsreturns every node in the runtime - Treat
flows.writeandnodes.writeas code execution on the host. Function nodes run JavaScript andPOST /nodesinstalls npm modules
Questions
Which is better for AI agents, Kestra or Node-RED?
Kestra scores 63.6 (B) on agent readiness against Node-RED's 61 (C), and leads in 4 of 7 scored categories. Node-RED leads on security & auth and payments & pricing.
Do Kestra and Node-RED need an API key?
Both take an API key or an OAuth sign-in.
Can an agent call Kestra and Node-RED without installing anything?
No hosted endpoint is listed for Kestra. No hosted endpoint is listed for Node-RED.
Are Kestra and Node-RED open source?
Yes. Kestra is open source (Apache-2.0 (open-source server and SDK repository). Enterprise Edition and Kestra Cloud are commercial). Node-RED is open source (Apache-2.0).
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Machine-readable
- This page as Markdown
/compare/kestra-vs-node-red.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/kestra.json·/api/v1/tools/node-red.json - From a terminal
anchor compare kestra node-red(the CLI) - Over MCP
compare_tools {"a": "kestra", "b": "node-red"}at/mcp, no key