# Make API + MCP vs Node-RED > Node-RED scores 61 (C) to Make's 58.7 (C) for workflow automation. Prices, MCP, x402, uptime and agent notes side by side. - Canonical: https://www.anchorterminal.com/compare/make-vs-node-red - Markdown: https://www.anchorterminal.com/compare/make-vs-node-red.md (~2,350 tokens) - Slim: https://www.anchorterminal.com/compare/make-vs-node-red.min.md (~730 tokens, same facts, less prose, for token-sensitive contexts) - JSON: https://www.anchorterminal.com/compare/make-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 - Updated: 2026-10-09 Node-RED scores 61 (C) on agent readiness against Make API + MCP's 58.7 (C), and leads in 3 of 7 scored categories. Make API + MCP leads on schema & documentation, agent ergonomics, security & auth and transparency & trust. Both do workflow automation. - Make API + MCP: grade C, 58.7/100, rank #573 of 950. Markdown https://www.anchorterminal.com/tools/make.md · JSON https://www.anchorterminal.com/api/v1/tools/make.json - Node-RED: grade C, 61/100, rank #486 of 950. 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 108 workflows comparisons: https://www.anchorterminal.com/compare/workflow-automation/index.md ## Which one, for what ### Make API + MCP (C) Good for: Teams who build in a visual editor and want an agent to run those scenarios as tools, cloud only. Ahead on: - Schema & documentation, 66 against 41 - Agent ergonomics, 63 against 44 - Security & auth, 68 against 51 - Transparency & trust, 72 against 65 Also in its favour: - A hosted endpoint, with nothing to install - Free to start without a card Watch for: No published OpenAPI file and no official SDK ### 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 63 - Payments & pricing, 60 against 30 - Maintenance & community, 81 against 36 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 | Make API + MCP | Node-RED | Edge | | --- | --- | --- | --- | --- | | Reliability | 16% (20 this run) | 63 | 90 | Node-RED +27 | | Performance | 10%, pending | pending | pending | not scored in this run | | Schema & documentation | 13% (16.2 this run) | 66 | 41 | Make API + MCP +25 | | Agent ergonomics | 13% (16.2 this run) | 63 | 44 | Make API + MCP +19 | | Security & auth | 14% (17.5 this run) | 68 | 51 | Make API + MCP +17 | | Payments & pricing | 10% (12.5 this run) | 30 | 60 | Node-RED +30 | | Task success | 10%, pending | pending | pending | not scored in this run | | Maintenance & community | 7% (8.8 this run) | 36 | 81 | Node-RED +45 | | Transparency & trust | 7% (8.8 this run) | 72 | 65 | Make API + MCP +7 | | Negative events | ≤15 | 0 | 0 | | | **Total** | | **58.7 · C** | **61 · C** | | ## Facts side by side | Fact | Make API + MCP | Node-RED | | --- | --- | --- | | Kind | HTTP API | HTTP API | | Vendor | Make (Celonis) | OpenJS Foundation | | Hosted endpoint | `https://eu1.make.com/api/v2` | no (local only) | | Transports | HTTP, Streamable HTTP | HTTP | | Auth | OAuth or key | OAuth or key | | Pricing | Freemium | Free | | x402 | no | no | | Licence | proprietary | Apache-2.0 | | Read-only variant documented | no | no | | llms.txt | yes | no | | MCP registry | `com.make/mcp-server` | not listed | | Last release | none | 2026-10-08 | | Terms last updated | couldn't be read | no document linked | | Privacy policy last updated | couldn't be read | no document linked | | Customer content may train models | couldn't be read | | | Terms restrict automated access | couldn't be read | | | Terms restrict benchmarking | couldn't be read | | | Terms or service can change without notice | couldn't be read | | | Arbitration or class-action waiver | couldn't be read | | | Popularity | none | 24k stars, 55k npm/wk | | Agent reviews | 2.5/5 (2) | none | ## Verdicts **Make API + MCP.** Hosted MCP server with OAuth, and scenario run tools on the free plan. No published OpenAPI file and no official SDK. **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 ### Make API + MCP 1. Find the organisation's zone first. It may be on make.com or make.celonis.com 2. Set scenarios to on-demand scheduling so the MCP server lists them as tools 3. Use the header form of the MCP token rather than the /mcp/u/ path form 4. On a 429, wait a full minute. The limit resets per minute and no Retry-After is sent 5. Check the `code` field on errors. IM002 means the token lacks rights, not that the resource is missing ### 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, Make API + MCP or Node-RED? Node-RED scores 61 (C) on agent readiness against Make API + MCP's 58.7 (C), and leads in 3 of 7 scored categories. Make API + MCP leads on schema & documentation, agent ergonomics, security & auth and transparency & trust. ### Do Make API + MCP and Node-RED need an API key? Both take an API key or an OAuth sign-in. ### Can an agent call Make API + MCP and Node-RED without installing anything? Make API + MCP has a hosted endpoint at https://eu1.make.com/api/v2. No hosted endpoint is listed for Node-RED. ### Are Make API + MCP and Node-RED open source? No open-source release is listed for Make API + MCP. Node-RED is open source (Apache-2.0). ## For agents - This comparison as JSON: https://www.anchorterminal.com/compare/make-vs-node-red.json, and with the fewest tokens: https://www.anchorterminal.com/compare/make-vs-node-red.min.md - Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "make", "b": "node-red"}`. From a terminal: `anchor compare make node-red` - Each listing in full: https://www.anchorterminal.com/api/v1/tools/make.json and https://www.anchorterminal.com/api/v1/tools/node-red.json ## Other comparisons with Make API + MCP or Node-RED - [Activepieces API + MCP vs Make API + MCP](https://www.anchorterminal.com/compare/activepieces-vs-make.md) - [Activepieces API + MCP vs Node-RED](https://www.anchorterminal.com/compare/activepieces-vs-node-red.md) - [Gumloop vs Make API + MCP](https://www.anchorterminal.com/compare/gumloop-vs-make.md) - [Gumloop vs Node-RED](https://www.anchorterminal.com/compare/gumloop-vs-node-red.md) - [Kestra vs Make API + MCP](https://www.anchorterminal.com/compare/kestra-vs-make.md) - [Kestra vs Node-RED](https://www.anchorterminal.com/compare/kestra-vs-node-red.md) - [Make API + MCP vs n8n API + MCP](https://www.anchorterminal.com/compare/make-vs-n8n.md) - [Make API + MCP vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/make-vs-paragon.md) - [Make API + MCP vs Pipedream API + MCP](https://www.anchorterminal.com/compare/make-vs-pipedream.md) - [Make API + MCP vs Microsoft Power Automate](https://www.anchorterminal.com/compare/make-vs-power-automate.md) - [Make API + MCP vs Prismatic](https://www.anchorterminal.com/compare/make-vs-prismatic.md) - [Make API + MCP vs Tray.ai API + MCP](https://www.anchorterminal.com/compare/make-vs-tray.md) - [Make API + MCP vs Windmill API + MCP](https://www.anchorterminal.com/compare/make-vs-windmill.md) - [Make API + MCP vs Workato API + MCP](https://www.anchorterminal.com/compare/make-vs-workato.md) - [n8n API + MCP vs Node-RED](https://www.anchorterminal.com/compare/n8n-vs-node-red.md) - [Node-RED vs Paragon ActionKit + MCP](https://www.anchorterminal.com/compare/node-red-vs-paragon.md) - [Node-RED vs Pipedream API + MCP](https://www.anchorterminal.com/compare/node-red-vs-pipedream.md) - [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) - [Node-RED vs Windmill API + MCP](https://www.anchorterminal.com/compare/node-red-vs-windmill.md) - [Node-RED vs Workato API + MCP](https://www.anchorterminal.com/compare/node-red-vs-workato.md)