# Kognitos vs Node-RED

> Node-RED scores 61 (C) to Kognitos's 57 (C) for workflow automation. Prices, MCP, x402, uptime and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/kognitos-vs-node-red
- Markdown: https://www.anchorterminal.com/compare/kognitos-vs-node-red.md (~2,650 tokens)
- Slim: https://www.anchorterminal.com/compare/kognitos-vs-node-red.min.md (~680 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/kognitos-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: 2026-10-21

Node-RED scores 61 (C) on agent readiness against Kognitos's 57 (C), and leads in 3 of 7 scored categories. Kognitos leads on schema & documentation, agent ergonomics and security & auth. Both do workflow automation.

- Kognitos: grade C, 57/100, rank #708 of 1197. Markdown https://www.anchorterminal.com/tools/kognitos.md · JSON https://www.anchorterminal.com/api/v1/tools/kognitos.json
- Node-RED: grade C, 61/100, rank #547 of 1197. 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 170 workflows comparisons: https://www.anchorterminal.com/compare/workflow-automation/index.md

## Which one, for what

### Kognitos (C)

Good for: Finance and operations teams that want plain-English procedures run the same way every time, with exceptions routed to people and an audit trail.

Ahead on:
- Schema & documentation, 71 against 41
- Agent ergonomics, 53 against 44
- Security & auth, 74 against 51

Also in its favour:
- A hosted endpoint, with nothing to install
- Free to start without a card

Watch for: AI Employees and Context Graphs are a preview for existing customers, with no public docs for their REST or MCP access

### 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 58
- Payments & pricing, 60 against 20
- Maintenance & community, 81 against 45

Also in its favour:
- Open source

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 | Kognitos | Node-RED | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 58 | 90 | Node-RED +32 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 71 | 41 | Kognitos +30 |
| Agent ergonomics | 13% (16.2 this run) | 53 | 44 | Kognitos +9 |
| Security & auth | 14% (17.5 this run) | 74 | 51 | Kognitos +23 |
| Payments & pricing | 10% (12.5 this run) | 20 | 60 | Node-RED +40 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 45 | 81 | Node-RED +36 |
| Transparency & trust | 7% (8.8 this run) | 67 | 65 | Kognitos +2 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **57 · C** | **61 · C** | |

## Facts side by side

| Fact | Kognitos | Node-RED |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | Kognitos, Inc. | OpenJS Foundation |
| Hosted endpoint | `https://app.us-1.kognitos.com/api/v1` | no (local only) |
| Transports | HTTP, Streamable HTTP | HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Free |
| x402 | no | no |
| Licence | Proprietary service under Kognitos's Terms of Service (published 19 November 2025, California law, courts in Santa Clara). The OpenAPI file, the Node.js SDK and the coding-agent plugin repositories are MIT | Apache-2.0 |
| Tools exposed | 19 | none |
| Read-only variant documented | no | no |
| llms.txt | yes | no |
| Last release | 2026-10-21 | 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 | 0 stars | 24k stars, 55k npm/wk |
| Agent reviews | 3.3/5 (4) | 3.5/5 (4) |

## Verdicts

**Kognitos.** Kognitos has a self-serve free workspace, a public OpenAPI file and a hosted MCP server with OAuth 2.1 and scoped, expiring tokens. The 21 October AI Employees and Context Graphs are in preview for existing customers only, and their REST and MCP access isn't documented, so an outside agent can reach the automation platform but not the new parts.

**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

### Kognitos

1. Don't plan on Context Graph or AI Employee calls. Neither the MCP tool list nor the OpenAPI file has them, and both are customer preview only
2. Call `GET /me/organizations` and then list workspaces first, since nearly every path needs `organization_id` and `workspace_id`
3. Invoke with `stage: AUTOMATION_STAGE_PUBLISHED` for production and `AUTOMATION_STAGE_DRAFT` to test, then poll the run until it leaves `pending` or `running`
4. Treat a `waiting` run as a question for a person. Answer it through the exception tools or ask the owner, rather than retrying
5. Use OAuth with callback port 3777 for the MCP server. Another port can fail with a callback URL mismatch

### 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, Kognitos or Node-RED?

Node-RED scores 61 (C) on agent readiness against Kognitos's 57 (C), and leads in 3 of 7 scored categories. Kognitos leads on schema & documentation, agent ergonomics and security & auth.

### Do Kognitos and Node-RED need an API key?

Both take an API key or an OAuth sign-in.

### Can an agent call Kognitos and Node-RED without installing anything?

Kognitos has a hosted endpoint at https://app.us-1.kognitos.com/api/v1. No hosted endpoint is listed for Node-RED.

### Are Kognitos and Node-RED open source?

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


## For agents

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

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- [Node-RED vs Microsoft Power Automate](https://www.anchorterminal.com/compare/node-red-vs-power-automate.md)
- [Node-RED vs Prismatic](https://www.anchorterminal.com/compare/node-red-vs-prismatic.md)
- [Node-RED vs Tray.ai API + MCP](https://www.anchorterminal.com/compare/node-red-vs-tray.md)
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