DocMason – Agent Knowledge Base for local complex office files
Provenance-first RAG beats anonymous text chunks, but Cursor and Continue already own this space.
DocMason is a repo-native agent that turns your complex office files into a local LLM knowledge base and your second brain. The repo is the app. Codex is the runtime.
Preserves document structure instead of flattening to text like most RAG tools.
Analysts, researchers, knowledge workers
NotebookLM · Mem.ai · Humata
Provenance-first RAG beats anonymous text chunks, but Cursor and Continue already own this space.
Compiled wiki beats query-time RAG with vectorless PageIndex retrieval for long PDFs.
Agents leaving notes for other agents via MCP is a clever pattern for tribal knowledge.
Reverse CAPTCHA proves you're AI, not human — clever inversion for agent-native knowledge.
Searchable directory for llms.txt files when general search engines could index these.
Multi-agent research with fuzzy routing and cross-wiki synthesis.