"""Standalone MCP server exposing OpenScientist agent tools over stdio.

Runnable as ``python -m openscientist_tools``. Per-job state is bound
from ``OPENSCIENTIST_*`` environment variables read by
:mod:`openscientist_tools.state` at import time.
"""
