LivingDocs is an MCP server that indexes your codebase with BM25 + Claude embeddings — queryable from Claude Desktop, VS Code Copilot, and any MCP client. The write_docs Pro tool generates documentation for every symbol in a file and appends it to docs/.md with a UTC timestamp. No Confluence, no wiki, no OAuth. Docs stay in git, travel with branches, get reviewed in PRs — and since they're plain markdown, Claude reads them directly when you ask questions about your repo.