Give AI agents the right context, not your entire filesystem. A local, governed, metadata-only catalogue of the documents you already have — built for MCP.
This repository also configures its own agents. See what shelfmark tells them →
MCP server Claude CodeCodexCursor +2
Give AI agents the right context, not your entire filesystem. A local, governed, metadata-only catalogue of the documents you already have — built for MCP. Runs locally from the shelfmark Python package.
MCP server Claude CodeCodexCursor +2
Give AI agents the right context, not your entire filesystem. A local, governed, metadata-only catalogue of the documents you already have — built for MCP. Runs locally from the shelfmark Python package.