Architecture overview

knowledge is built around three pieces that each do one job :

• Ingestion job: builds and updates the knowledge base by collecting and processing the source data.
• API: exposes the knowledge base through a API
• MCP server: makes the knowledge available to coding agents through the Model Context Protocol (MCP).