Agency Knowledge Base

The Agency KB is a 3-tier knowledge system - Tier 1 handbook, Tier 2 project directives, and Tier 3 agent memory - accessed through 9 MCP tools. It uses pgvector embeddings for semantic search and provides synthesised context to AI agents in approximately 1,500 tokens per query. This section covers the architecture, tools, ingestion pipeline, and memory system.