Enables natural-language retrieval from a self-hosted documentation index, returning cited answers with deep links, and supports private corpora inaccessible on the public internet.
Enables MCP clients to interact with a local-first research knowledge workbench, supporting literature search, evidence-grounded Q&A, and reference export.
Enables AI coding agents to search and retrieve cited line-level context from versioned knowledge bundles, as well as list workspaces and publish or pull immutable Markdown bundles.