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Run the demo

The repository includes a small Model Context Protocol server under demo/. It is intentionally messy so a check has real findings. MCMR does not change it unless you request repairs.

Install MCMR and clone the repository with standard Python 3.14+.

Terminal window
pip install mcmr
git clone https://github.com/phvv-me/mcmr.git

Run every enabled lane and write the results to a local DataHub instance.

Terminal window
OPENROUTER_API_KEY="..." \
DATAHUB_GMS_URL="http://localhost:8080" \
mcmr check mcmr/demo --contextual --external --writeback --report-only

Run the same command again to add another point to each assertion timeline. Then read the history.

Terminal window
mcmr history mcmr/demo

Use --no-contextual when you want a fast and repeatable local run. The demo README contains its smoke command and prepared stages. The DataHub pages explain what writeback stores.