"""SF Permits MCP Server — FastMCP entry point.
Exposes San Francisco public permitting data to Claude via MCP tools.
Phase 1: Live SODA API queries for permits, businesses, properties.
Phase 2: Local DuckDB network analysis for entity search, relationships, anomalies.
Phase 2.75: Permit decision tools — prediction, timelines, fees, documents, revision risk.
"""
from mcp.server.fastmcp import FastMCP
from src.tools.search_permits import search_permits
from src.tools.get_permit_details import get_permit_details
from src.tools.permit_stats import permit_stats
from src.tools.search_businesses import search_businesses
from src.tools.property_lookup import property_lookup
# Phase 1.5 tools (DBI enforcement — live SODA API)
from src.tools.search_complaints import search_complaints
from src.tools.search_violations import search_violations
from src.tools.search_inspections import search_inspections
# Phase 2 tools (local DuckDB)
from src.tools.search_entity import search_entity
from src.tools.entity_network import entity_network
from src.tools.network_anomalies import network_anomalies
# Phase 2.75 tools (knowledge base + DuckDB)
from src.tools.predict_permits import predict_permits
from src.tools.estimate_timeline import estimate_timeline
from src.tools.estimate_fees import estimate_fees
from src.tools.required_documents import required_documents
from src.tools.revision_risk import revision_risk
# Phase 3 tools (document analysis)
from src.tools.validate_plans import validate_plans
# Phase 4 tools (AI vision analysis)
from src.tools.analyze_plans import analyze_plans
# Phase 2 tools (consultant recommender)
from src.tools.recommend_consultants import recommend_consultants
# Phase 4 tools (lookup / status)
from src.tools.permit_lookup import permit_lookup
# Phase 5 tools (addenda routing)
from src.tools.search_addenda import search_addenda
# Phase 5.5 tools (severity scoring)
from src.tools.permit_severity import permit_severity
# Phase 5.5 tools (signal-based property health)
from src.tools.property_health import property_health
# Phase 6 tools (operational intelligence)
from src.tools.list_feedback import list_feedback
# Phase 7 tools (project intelligence)
from src.tools.project_intel import run_query, read_source, search_source, schema_info, list_tests
# Create MCP server
mcp = FastMCP(
"SF Permits",
instructions=(
"SF Permits MCP server — query San Francisco public permitting data. "
"Phase 1 tools (search_permits, get_permit_details, permit_stats, "
"search_businesses, property_lookup) query data.sfgov.org live. "
"Phase 2 tools (search_entity, entity_network, network_anomalies) query "
"a local DuckDB database of 1.8M+ resolved contact records. "
"Phase 2.75 tools (predict_permits, estimate_timeline, estimate_fees, "
"required_documents, revision_risk) walk a 7-step SF permit decision tree "
"backed by structured knowledge (fee tables, routing matrix, OTC criteria, "
"fire/planning code) plus DuckDB historical statistics from 1.1M+ permits. "
"Phase 3 tool (validate_plans) checks PDF plan sets against DBI EPR requirements. "
"Phase 4 tool (analyze_plans) performs full AI-powered analysis of plan sets "
"using Claude Vision for title block extraction, sheet completeness, and EPR compliance. "
"Phase 1.5 tools (search_complaints, search_violations, search_inspections) query "
"DBI enforcement datasets via SODA API for building complaints, notices of violation, "
"and inspection records — useful for due diligence and property analysis. "
"Phase 4 tool (permit_lookup) searches local DB by permit number, address, or parcel "
"and returns full details, project team, inspections, plan review routing, and related permits. "
"Phase 5 tool (search_addenda) searches 3.9M+ addenda routing records for plan review "
"status by permit, station, reviewer, department, or date range."
),
)
# Phase 1 tools (live SODA API)
mcp.tool()(search_permits)
mcp.tool()(get_permit_details)
mcp.tool()(permit_stats)
mcp.tool()(search_businesses)
mcp.tool()(property_lookup)
# Phase 1.5 tools (DBI enforcement — live SODA API)
mcp.tool()(search_complaints)
mcp.tool()(search_violations)
mcp.tool()(search_inspections)
# Phase 2 tools (local DuckDB network analysis)
mcp.tool()(search_entity)
mcp.tool()(entity_network)
mcp.tool()(network_anomalies)
# Phase 2.75 tools (permit decision tools)
mcp.tool()(predict_permits)
mcp.tool()(estimate_timeline)
mcp.tool()(estimate_fees)
mcp.tool()(required_documents)
mcp.tool()(revision_risk)
# Phase 3 tools (document analysis)
mcp.tool()(validate_plans)
# Phase 4 tools (AI vision analysis)
mcp.tool()(analyze_plans)
# Phase 2 tools (consultant recommender)
mcp.tool()(recommend_consultants)
# Phase 4 tools (lookup / status)
mcp.tool()(permit_lookup)
# Phase 5 tools (addenda routing)
mcp.tool()(search_addenda)
# Phase 5.5 tools (severity scoring)
mcp.tool()(permit_severity)
# Phase 5.5 tools (signal-based property health)
mcp.tool()(property_health)
# Phase 6 tools (operational intelligence)
mcp.tool()(list_feedback)
# Phase 7 tools (project intelligence)
mcp.tool()(run_query)
mcp.tool()(read_source)
mcp.tool()(search_source)
mcp.tool()(schema_info)
mcp.tool()(list_tests)
if __name__ == "__main__":
mcp.run()
