Enables Claude Code to perform local semantic search over markdown notes and repositories through MCP, returning matching chunks with line references so only relevant content needs to be read.
Enables semantic search over personal study notes by exposing a vector search tool that Claude Desktop can call to retrieve relevant note content and synthesize grounded answers.
Provides semantic vector search over local codebases via MCP, enabling hybrid search (dense + sparse + RRF) for any MCP client like GitHub Copilot or Claude Desktop.