geo_agent_mcp.py

from mcp_server import serve
from geo_engine import compute_full_geo
from mcp_config import metadata

def geo_score_tool(input_text: str) -> dict:
    """
    MCP entrypoint:
    Given a brand name or URL, returns a JSON with:
      - corpus_score
      - structure_score
      - quality_score
      - hygiene_score
      - geo_score (weighted average)
      - recommendations (per category)
    """
    return compute_full_geo(input_text)

if __name__ == "__main__":
    serve(
        geo_score_tool,
        mcp_tool_metadata=metadata
    )