┌────────────────────────────┐
                          │    RCM Multi-Agent System  │
                          │   (Eligibility / PriorAuth)│
                          └─────────────┬──────────────┘
                                        │ (SSE / HTTP / stdio)
                          ┌─────────────▼──────────────┐
                          │   FastMCP Server (Port 8000)│
                          │  trace.* | eligibility.*   │
                          │        priorauth.*         │
                          └─────────────┬──────────────┘
                                        │
                 ┌──────────────────────┴──────────────────────┐
                 ▼                                             ▼
     ┌────────────────────────┐                   ┌────────────────────────┐
     │  Supabase Relational   │                   │  pgvector / Semantic   │
     │  (Payers, Coverage,    │                   │  (Historical Clinical  │
     │   Rules, Traces)       │                   │   Precedents & Cases)  │
     └────────────────────────┘                   └────────────────────────┘

python seed_data.py

cp .env.example .env

# Supabase Configuration
SUPABASE_URL=https://<your-project-ref>.supabase.co
SUPABASE_KEY=<your-supabase-service-role-or-anon-key>

# Server Configuration
MCP_SERVER_HOST=0.0.0.0
MCP_SERVER_PORT=8000

# Optional Embedding Key
OPENAI_API_KEY=

pip install -r requirements.txt

python run_server.py

# Run over stdio (e.g. for Claude Desktop / CLI clients)
python src/mcp_server/server.py --transport stdio

# Run over SSE on custom port
python src/mcp_server/server.py --transport sse --port 8080

pytest tests/

tests\test_mcp_tools.py ..........                                       [100%]
============================= 10 passed in 0.07s ==============================

{
  "mcpServers": {
    "rcm-server": {
      "command": "python",
      "args": ["<path-to-repo>/src/mcp_server/server.py", "--transport", "stdio"]
    }
  }
}