What it does
Gnosis MCP loads your Markdown documentation into SQLite or PostgreSQL so an AI assistant can search it by keyword. With PostgreSQL and pgvector, it can also run hybrid semantic search. Using SQLite needs no cloud service, so the documents stay on your own machine.
Use cases
- 01Search product manuals without pasting whole files
- 02Answer internal policy questions from team docs
- 03Add semantic search to a large documentation set