Update mcp_server.py
Browse files- mcp_server.py +173 -28
mcp_server.py
CHANGED
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"""
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mcp_server.py β MCP tool server exposing:
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β’ query_database
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β’
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"""
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from mcp.server.fastmcp import FastMCP
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import sqlite3, json, os
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from cdata.hubspot import connect # pip install cdata-hubspot
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#
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mcp = FastMCP("EnterpriseData")
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# βββ
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conn = sqlite3.connect(":memory:", check_same_thread=False)
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cur = conn.cursor()
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cur.execute("""
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CREATE TABLE Customers (
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CustomerID INTEGER PRIMARY KEY AUTOINCREMENT,
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conn.commit()
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# βββ 3. SQLite tool βββββββββββββββββββββββββββββββββββββββββββββββββββββ
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@mcp.tool()
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def query_database(sql: str) -> str:
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"""Run SQL against the in-memory Customers table and return JSON rows."""
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cols = [d[0] for d in cur.description or []]
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rows = [dict(zip(cols, r)) for r in cur.fetchall()]
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return json.dumps(rows)
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except Exception as
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return json.dumps({"error": str(
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# βββ 4
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# βββ 5. HubSpot tool ββββββββββββββββββββββββββββββββββββββββββββββββββββ
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@mcp.tool()
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def
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"""
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Example:
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SELECT firstname, lastname, email
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FROM contacts
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WHERE lifecyclestage = 'lead';
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"""
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try:
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return json.dumps(rows)
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except
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return json.dumps({"error":
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# βββ
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if __name__ == "__main__":
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mcp.run(transport="stdio")
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"""
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mcp_server.py β MCP tool server exposing:
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β’ query_database β SQLite sample
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β’ query_salesforce β Salesforce via simple-salesforce
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β’ query_hubspot β HubSpot via hubspot-api-client
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β’ query_quickbooks β QuickBooks Online via python-quickbooks
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β’ query_stripe β Stripe via stripe
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β’ query_googleads β Google Ads via google-ads
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β’ query_sharepoint β SharePoint via Office365-REST-Python-Client
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Secrets expected in env:
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SF_USER, SF_PASS, SF_TOKEN
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HUBSPOT_TOKEN
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QB_CLIENT_ID, QB_CLIENT_SECRET, QB_REFRESH_TOKEN, QB_REALM_ID
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STRIPE_API_KEY
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GOOGLE_ADS_DEVELOPER_TOKEN, GOOGLE_ADS_LOGIN_CUSTOMER_ID, GOOGLE_ADS_REFRESH_TOKEN, GOOGLE_ADS_CLIENT_ID, GOOGLE_ADS_CLIENT_SECRET
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SHAREPOINT_SITE_URL, SHAREPOINT_CLIENT_ID, SHAREPOINT_CLIENT_SECRET, SHAREPOINT_TENANT_ID
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"""
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import os
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import json
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import sqlite3
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from mcp.server.fastmcp import FastMCP
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# Salesforce
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from simple_salesforce import Salesforce
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# HubSpot
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from hubspot import HubSpot
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from hubspot.crm.contacts import ApiException as HSContactsError
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# QuickBooks
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from quickbooks import QuickBooks
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from quickbooks.objects.customer import Customer # example object
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# Stripe
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import stripe
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# Google Ads
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from google.ads.googleads.client import GoogleAdsClient
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from google.ads.googleads.errors import GoogleAdsException
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# SharePoint
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from office365.runtime.auth.client_credential import ClientCredential
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from office365.sharepoint.client_context import ClientContext
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# ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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mcp = FastMCP("EnterpriseData")
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# βββ 1) In-memory SQLite sample βββββββββββββββββββββββββββββββββββββββββββββ
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conn = sqlite3.connect(":memory:", check_same_thread=False)
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cur = conn.cursor()
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cur.execute("""
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CREATE TABLE Customers (
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CustomerID INTEGER PRIMARY KEY AUTOINCREMENT,
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)
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conn.commit()
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@mcp.tool()
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def query_database(sql: str) -> str:
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"""Run SQL against the in-memory Customers table and return JSON rows."""
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cols = [d[0] for d in cur.description or []]
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rows = [dict(zip(cols, r)) for r in cur.fetchall()]
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return json.dumps(rows)
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except Exception as e:
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return json.dumps({"error": str(e)})
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# βββ 2) Salesforce tool βββββββββββββββββββββββββββββββββββββββββββββββββββββ
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sf = Salesforce(
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username=os.getenv("SF_USER"),
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password=os.getenv("SF_PASS"),
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security_token=os.getenv("SF_TOKEN"),
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)
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@mcp.tool()
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def query_salesforce(soql: str) -> str:
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"""
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Run SOQL query via simple-salesforce.
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Example: SELECT Id, Name FROM Account WHERE Industry = 'Technology'
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"""
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try:
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result = sf.query_all(soql)
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records = result.get("records", [])
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# remove attributes block
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for r in records:
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r.pop("attributes", None)
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return json.dumps(records)
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except Exception as e:
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return json.dumps({"error": str(e)})
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# βββ 3) HubSpot tool ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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hs_client = HubSpot(access_token=os.getenv("HUBSPOT_TOKEN"))
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@mcp.tool()
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def query_hubspot(object_type: str, limit: int = 100) -> str:
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"""
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Fetch up to `limit` objects of type `contacts`, `companies`, or `deals`.
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Example: object_type="contacts"
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"""
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try:
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api = getattr(hs_client.crm, object_type)
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page = api.basic_api.get_page(limit=limit)
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items = [r.to_dict() for r in page.results]
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return json.dumps(items)
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except HSContactsError as he:
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return json.dumps({"error": he.body})
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except Exception as e:
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return json.dumps({"error": str(e)})
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# βββ 4) QuickBooks tool ββββββββββββββββββββββββββββββββββββββββββββββββββββ
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qb = QuickBooks(
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client_id=os.getenv("QB_CLIENT_ID"),
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client_secret=os.getenv("QB_CLIENT_SECRET"),
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refresh_token=os.getenv("QB_REFRESH_TOKEN"),
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company_id=os.getenv("QB_REALM_ID"),
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)
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@mcp.tool()
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def query_quickbooks(entity: str, max_results: int = 50) -> str:
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"""
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Query QuickBooks Online entity via python-quickbooks.
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entity="Customer" or "Invoice", etc.
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"""
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try:
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cls = globals().get(entity, None)
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if cls is None:
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raise ValueError(f"Unknown entity '{entity}'")
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objs = cls.where("", qb=qb, max_results=max_results)
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return json.dumps([o.to_dict() for o in objs])
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except Exception as e:
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return json.dumps({"error": str(e)})
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# βββ 5) Stripe tool βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
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stripe.api_key = os.getenv("STRIPE_API_KEY")
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@mcp.tool()
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def query_stripe(obj: str, limit: int = 10) -> str:
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"""
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List Stripe objects, e.g. obj="customers", "charges", "invoices"
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"""
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try:
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method = getattr(stripe, obj)
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items = method.list(limit=limit).data
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return json.dumps([i.to_dict() for i in items])
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except Exception as e:
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return json.dumps({"error": str(e)})
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# βββ 6) Google Ads tool ββββββββββββββββββββββββββββββββββββββββββββββββββββ
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ga_config = {
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"developer_token": os.getenv("GOOGLE_ADS_DEVELOPER_TOKEN"),
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"login_customer_id": os.getenv("GOOGLE_ADS_LOGIN_CUSTOMER_ID"),
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"refresh_token": os.getenv("GOOGLE_ADS_REFRESH_TOKEN"),
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"client_id": os.getenv("GOOGLE_ADS_CLIENT_ID"),
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"client_secret": os.getenv("GOOGLE_ADS_CLIENT_SECRET"),
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}
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ga_client = GoogleAdsClient.load_from_dict(ga_config)
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@mcp.tool()
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def query_googleads(customer_id: str, query: str) -> str:
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"""
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Run a GAQL query against a Google Ads customer.
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Example: query="SELECT campaign.id, campaign.name FROM campaign ORDER BY campaign.id"
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"""
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try:
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service = ga_client.get_service("GoogleAdsService")
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response = service.search(customer_id=customer_id, query=query)
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rows = []
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for row in response:
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# convert protobuf row to dict
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rows.append({k: getattr(row, k) for k in row._pb.DESCRIPTOR.fields_by_name})
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return json.dumps(rows)
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except GoogleAdsException as ge:
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return json.dumps({"error": ge.error.message})
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except Exception as e:
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return json.dumps({"error": str(e)})
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# βββ 7) SharePoint tool ββββββββββββββββββββββββββββββββββββββββββββββββββββ
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site_url = os.getenv("SHAREPOINT_SITE_URL")
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client_id = os.getenv("SHAREPOINT_CLIENT_ID")
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client_secret = os.getenv("SHAREPOINT_CLIENT_SECRET")
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tenant_id = os.getenv("SHAREPOINT_TENANT_ID")
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auth_ctx = ClientContext(site_url).with_credentials(
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ClientCredential(client_id, client_secret)
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)
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@mcp.tool()
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def query_sharepoint(list_title: str, top: int = 50) -> str:
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"""
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Fetch items from a SharePoint list.
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Example: list_title="ContactsList"
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"""
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try:
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sp_list = auth_ctx.web.lists.get_by_title(list_title)
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items = sp_list.items.top(top).get().execute_query()
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out = [dict(i.properties) for i in items]
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return json.dumps(out, ensure_ascii=False)
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except Exception as e:
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return json.dumps({"error": str(e)})
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# βββ 8) Start the MCP server ββοΏ½οΏ½ββββββββββββββββββββββββββββββββββββββββββββ
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if __name__ == "__main__":
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mcp.run(transport="stdio")
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