Initialize or check knowledge base status. Returns current profile summary and whether onboarding is needed.

Start interactive onboarding to collect initial information. Returns questions for the specified category.

Quick setup using predefined forms for common scenarios

Update personal information (name, location, languages, etc.)

Update professional information (job, skills, experience, etc.)

Update user preferences (communication style, technical level, etc.)

Update project context (current projects, technologies, goals)

Add custom knowledge to any category

Remove custom knowledge

Get complete knowledge base as formatted JSON

Get personal information

Get professional information

Get user preferences

Get project context

Get custom knowledge by category

Search knowledge base using semantic search

Get AI-ready context string for LLM consumption

Get recent history of knowledge base changes

Export knowledge base as JSON string

Import knowledge base from JSON string

List available forms and their structures

List all available AI agent personas

Activate a specialized AI agent (IT Expert, Hacker, Sales, Blue/Red/Purple Team)

Quick switch agent using shorthand (it/hacker/sales/blue/red/purple)

Get the currently active agent

Get available tools for current agent

Start the MCP Instruct onboarding process - sets up personal profile and AI agent