Knowledge systems · MCP · Open-source application

Enterprise Knowledge Base

How can people and agents use the same knowledge without losing its sources?

The product

The workspace grew out of a consulting-team knowledge system. It combines a Markdown editor, private and shared spaces, deterministic ranked search, a relationship graph, CLI access and MCP tools over the same files.

The system

Markdown remains the durable source. Search results retain source paths and line references; concurrent edits use version checks. Graph links help discovery, while inferred relationships remain distinct from verified facts.

Try the work

The public repository includes an isolated demo with fictional engineering decisions, architecture notes and incident runbooks. It can be explored without importing private organizational records.

Methods & artifacts