Automation library · Setup and learning

Automate Coolify with Coolify MCP Server

Started by someone opening a chat with it. It calls services over plain HTTP rather than through connectors. It puts OpenRouter behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 31 steps: large, and worth reading before you trust it with anything live.

LargeCalls a model: OpenRouterRetrieval

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31 stepsLarge: read it before trusting it with anything live
0Branches: places the flow splits
0Loops or waits
0Services by connector: it calls them over plain HTTP

The flow

Starts it 1Model 3Service 27

The steps in the order they run, from what starts it.

  1. 1OpenRouter Chat ModelLm Chat Open RouterModel
  2. 2List Coolify ToolsMcp Client ToolService
  3. 3Get VersionMcp Client ToolService
  4. 4Health CheckMcp Client ToolService
  5. 5List TeamsMcp Client ToolService
  6. 6Get TeamMcp Client ToolService
  7. 7Get Current TeamMcp Client ToolService
  8. 8Get Current Team MembersMcp Client ToolService
  9. 9List ServersMcp Client ToolService
  10. 10Create ServerMcp Client ToolService
  11. 11Validate ServerMcp Client ToolService
  12. 12Get Server ResourcesMcp Client ToolService
  13. 13Get Server DomainsMcp Client ToolService
  14. 14List ServicesMcp Client ToolService
  15. 15Create ServiceMcp Client ToolService
  16. 16Start ServiceMcp Client ToolService
  17. 17Stop ServiceMcp Client ToolService
  18. 18Restart ServiceMcp Client ToolService
  19. 19List ApplicationsMcp Client ToolService
  20. 20Create ApplicationMcp Client ToolService
  21. 21Start ApplicationMcp Client ToolService
  22. 22Stop ApplicationMcp Client ToolService
  23. 23Restart ApplicationMcp Client ToolService
  24. 24Execute Command ApplicationMcp Client ToolService
  25. 25List DeploymentsMcp Client ToolService
  26. 26Get DeploymentMcp Client ToolService
  27. 27List Private KeysMcp Client ToolService
  28. 28Create Private KeyMcp Client ToolService
  29. 29Simple MemoryMemory Buffer WindowModel
  30. 30Ask the AIChat triggerStarts it
  31. 31AI AgentAgentModel

How it's built

Starts on
Someone opening a chat with it
Steps
31
Size
Large: read it before trusting it with anything live
Connects to
Nothing by connector; it calls services over plain HTTP
Model
OpenRouter
Retrieval
Answers are drawn from documents you supply, not from the model alone

Questions

What does it need to run?

An n8n account, and a key for OpenRouter. You connect your own accounts after importing it; none are included.

What starts it?

It starts on someone opening a chat with it.

Does it use AI?

Yes. It calls OpenRouter. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Take your time. At 31 steps it is large: read it before trusting it with anything live.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 31 steps before you point it at anything that matters.