BM25 search + tree navigation over markdown docs for AI agents. No embeddings, no LLM calls.
io.github.joesaby/doctree-mcp
https://github.com/joesaby/doctree-mcp
STDIO
1 required env var
Hosted endpoint — paste into any MCP client.
Configuration this server reads at startup.
Path to your markdown repository root
Glob pattern for finding markdown files (default: **/*.md)
Multiple weighted collections: ./docs:1.0,./api:0.8 (alternative to DOCS_ROOT)
Path to glossary.json for query expansion (default: $DOCS_ROOT/glossary.json)
Where to find authoritative docs and source for doctree-mcp.
Open MCP Agent Studio and connect this server to Claude, GPT, Gemini, DeepSeek and more — no install required.
Open Agent Studio