Enables AI clients to search and append to a local Markdown knowledge base through MCP, with automatic incremental indexing and offline hybrid retrieval.
Enables any MCP client to index files, directories, and arbitrary text into a local SQLite-backed vector database and perform semantic search with language-aware chunking, filters, and context expansion, all offline without network calls.