NOUKAI

What is Noukai?

An AI pipeline builder that lets you create, version, and deploy LLM-powered flows via API.

Noukai is an AI pipeline builder. You compose flows of LLM-powered blocks, version them, and invoke them via a single API URL called a slug.

Your App  →  POST /seq/acme/support-bot/classify-intent/execute  →  Structured Response

Core Concepts

Flows

A flow is a directed tree of processing blocks. Each block handles one step: translating text, extracting keywords, classifying sentiment, generating a response.

Blocks

Each block has a processor type:

  • llm — runs a prompt through an LLM, returns structured output
  • passthrough — forwards input unchanged (useful for routing)
  • code — executes custom JavaScript logic

Slugs

Every flow gets a URL built from three slugs:

/api/v1/seq/{org_slug}/{project_slug}/{flow_slug}/execute

Once published, anyone with an API key can call this URL to run your flow.

Two Integration Paths

AI-Assisted (Zero-Config)

  1. Download noukai-prompt.md
  2. Add it to your project's CLAUDE.md or AI context
  3. Tell your AI assistant what pipeline you need
  4. It builds the flow and inserts the API call into your code

MCP Tools (Full Power)

Configure the Noukai MCP server in your .mcp.json — your AI assistant gets 39 tools for creating, modifying, and publishing flows programmatically.

Set up MCP

Manual (Web UI)

Design flows visually at app.noukai.xyz, then call the slug URL from your code.

Next Steps

Next

Quickstart

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