Doctree Mcp

Gives Claude a navigable tree over your markdown, CSV, and JSONL docs instead of dumping everything into context. Exposes BM25 search, table-of-contents traversal, and node-by-node content retrieval so the agent can drill down breadcrumb-style rather than guess from flat chunks. No vector DB, no embeddings, no LLM calls at index time. The bundled skills teach procedural knowledge: search first, inspect the outline, navigate to specific sections, retrieve what you need. Also includes wiki write tools with duplicate detection and schema validation if you want the agent maintaining runbooks. Works over stdio for local dev or deploys as Streamable HTTP for team use. Think research librarian behavior, not keyword lottery.