Rehabilitation Monitoring MCP Server

An MCP server for rehabilitation monitoring built with the Python SDK.

What it provides

Tools

• calculate_patient_risk_scores

• identify_declining_rehabilitation_outcomes

• generate_rehabilitation_reports

• create_patient_alerts

• search_rehabilitation_research

Prompts

• generate_patient_progress_summaries

• create_rehabilitation_monitoring_reports

• explain_risk_classifications

• recommend_follow_up_actions

Resources

• rehab://data/patients.csv

• rehab://data/therapy_sessions.csv

• rehab://data/wearable_measurements.csv

• rehab://data/medication_adherence.csv

• rehab://alerts

Related MCP server: openemr-mcp

Data directory

By default the server reads CSV files from ./data. You can override that with REHAB_DATA_DIR.

Expected filenames:

• patients.csv

• therapy_sessions.csv

• wearable_measurements.csv

• medication_adherence.csv

Firecrawl research search

The research search tool uses the Firecrawl API. Set:

• FIRECRAWL_API_KEY

• optionally FIRECRAWL_API_URL if you use a different endpoint

The tool searches for rehabilitation-related papers and summaries using Firecrawl's research and PDF categories.

Run

uv run rehab-monitor

Or connect the script path directly from an MCP host.