Initial commit: Monarch MCP Custom SSE server
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src/monarch_mcp_custom/server.py
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200
src/monarch_mcp_custom/server.py
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"""
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Monarch Money MCP Server - Custom SSE Implementation.
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"""
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import os
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import logging
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import json
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import asyncio
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from typing import Optional, List, Dict, Any
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from datetime import datetime
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from dotenv import load_dotenv
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from fastmcp import FastMCP
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from starlette.applications import Starlette
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from starlette.responses import JSONResponse
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from starlette.routing import Route, Mount
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import uvicorn
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from monarch_mcp_custom.auth import get_authenticated_client
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# Load environment variables
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load_dotenv()
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# Configure logging
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logging.basicConfig(
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level=logging.INFO, format="%(asctime)s - %(name)s - %(levelname)s - %(message)s"
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)
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logger = logging.getLogger(__name__)
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# Initialize FastMCP
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mcp = FastMCP("Monarch Money Custom")
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# --- Helpers ---
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def serialize_json(data: Any) -> str:
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"""Helper to serialize data to JSON safely."""
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return json.dumps(data, indent=2, default=str)
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# --- MCP Tools ---
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@mcp.tool()
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async def get_accounts() -> str:
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"""Get all financial accounts from Monarch Money."""
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try:
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client = await get_authenticated_client()
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accounts = await client.get_accounts()
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account_list = []
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for account in accounts.get("accounts", []):
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account_info = {
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"id": account.get("id"),
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"name": account.get("displayName") or account.get("name"),
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"type": (account.get("type") or {}).get("name"),
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"balance": account.get("currentBalance"),
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"institution": (account.get("institution") or {}).get("name"),
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"is_active": not account.get("deactivatedAt"),
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}
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account_list.append(account_info)
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return serialize_json(account_list)
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except Exception as e:
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logger.error(f"Failed to get accounts: {e}")
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return f"Error: {str(e)}"
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@mcp.tool()
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async def get_transactions(
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limit: int = 50,
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offset: int = 0,
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start_date: Optional[str] = None,
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end_date: Optional[str] = None,
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account_id: Optional[str] = None,
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) -> str:
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"""
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Get transactions from Monarch Money.
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Dates should be in YYYY-MM-DD format.
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"""
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try:
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client = await get_authenticated_client()
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filters = {}
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if start_date:
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filters["start_date"] = start_date
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if end_date:
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filters["end_date"] = end_date
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if account_id:
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filters["account_id"] = account_id
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transactions = await client.get_transactions(
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limit=limit, offset=offset, **filters
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)
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results = transactions.get("allTransactions", {}).get("results", [])
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formatted = []
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for txn in results:
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formatted.append(
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{
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"id": txn.get("id"),
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"date": txn.get("date"),
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"amount": txn.get("amount"),
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"description": txn.get("description"),
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"category": (txn.get("category") or {}).get("name"),
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"account": (txn.get("account") or {}).get("displayName"),
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"merchant": (txn.get("merchant") or {}).get("name"),
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"is_pending": txn.get("isPending", False),
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}
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)
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return serialize_json(formatted)
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except Exception as e:
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logger.error(f"Failed to get transactions: {e}")
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return f"Error: {str(e)}"
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@mcp.tool()
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async def get_budgets() -> str:
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"""Get current budget information."""
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try:
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client = await get_authenticated_client()
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budgets = await client.get_budgets()
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budget_list = []
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for b in budgets.get("budgets", []):
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budget_list.append(
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{
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"name": b.get("name"),
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"amount": b.get("amount"),
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"spent": b.get("spent"),
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"remaining": b.get("remaining"),
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"category": (b.get("category") or {}).get("name"),
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}
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)
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return serialize_json(budget_list)
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except Exception as e:
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logger.error(f"Failed to get budgets: {e}")
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return f"Error: {str(e)}"
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@mcp.tool()
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async def get_account_holdings(account_id: str) -> str:
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"""Get investment holdings for a specific account."""
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try:
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client = await get_authenticated_client()
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# Ensure account_id is treated correctly (usually string ID in Monarch)
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holdings = await client.get_account_holdings(account_id)
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return serialize_json(holdings)
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except Exception as e:
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logger.error(f"Failed to get holdings: {e}")
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return f"Error: {str(e)}"
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@mcp.tool()
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async def refresh_accounts() -> str:
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"""Request a refresh of account data from financial institutions."""
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try:
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client = await get_authenticated_client()
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result = await client.request_accounts_refresh()
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return serialize_json(result)
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except Exception as e:
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logger.error(f"Failed to refresh accounts: {e}")
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return f"Error: {str(e)}"
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# --- Health Check ---
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async def health_check(request):
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"""Simple health check endpoint."""
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return JSONResponse({"status": "ok", "timestamp": datetime.now().isoformat()})
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# --- ASGI App Setup ---
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def create_app():
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"""Create the Starlette application with MCP mounted at /mcp."""
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mcp_app = mcp.http_app()
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routes = [
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Route("/health", health_check, methods=["GET"]),
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Mount("/mcp", app=mcp_app),
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]
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return Starlette(routes=routes, lifespan=mcp_app.lifespan)
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app = create_app()
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def main():
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"""Entry point for running the server."""
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port = int(os.getenv("PORT", 8000))
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uvicorn.run(app, host="0.0.0.0", port=port)
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if __name__ == "__main__":
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main()
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