PieKBSKnowledge Search Engine for Agents

Distill raw docs into structured Markdown wiki. Search and read via MCP.

Agent-Native Search

Three MCP tools — kb_search, kb_page, and kb_add — let agents search, read, and write knowledge, just like a human uses and builds a knowledge base.

All knowledge is explicit Markdown — git diff, lint, and review every change. No black-box vectors.

Pure SQLite FTS5 with BM25 scoring. Fast, offline, zero infrastructure.

Drop any file into raw/. The watcher automatically distills it into structured source-notes and rebuilds the index.