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8.58 kB
| """ | |
| mcp_server.py β MCP tool server exposing: | |
| β’ query_database β SQLite sample | |
| β’ query_salesforce β Salesforce via simple-salesforce | |
| β’ query_hubspot β HubSpot via hubspot-api-client | |
| β’ query_quickbooks β QuickBooks Online via python-quickbooks | |
| β’ query_stripe β Stripe via stripe | |
| β’ query_googleads β Google Ads via google-ads | |
| β’ query_sharepoint β SharePoint via Office365-REST-Python-Client | |
| Secrets expected in env: | |
| SF_USER, SF_PASS, SF_TOKEN | |
| HUBSPOT_TOKEN | |
| QB_CLIENT_ID, QB_CLIENT_SECRET, QB_REFRESH_TOKEN, QB_REALM_ID | |
| STRIPE_API_KEY | |
| GOOGLE_ADS_DEVELOPER_TOKEN, GOOGLE_ADS_LOGIN_CUSTOMER_ID, GOOGLE_ADS_REFRESH_TOKEN, GOOGLE_ADS_CLIENT_ID, GOOGLE_ADS_CLIENT_SECRET | |
| SHAREPOINT_SITE_URL, SHAREPOINT_CLIENT_ID, SHAREPOINT_CLIENT_SECRET, SHAREPOINT_TENANT_ID | |
| """ | |
| import os | |
| import json | |
| import sqlite3 | |
| from mcp.server.fastmcp import FastMCP | |
| # Salesforce | |
| from simple_salesforce import Salesforce | |
| # HubSpot | |
| from hubspot import HubSpot | |
| from hubspot.crm.contacts import ApiException as HSContactsError | |
| # QuickBooks | |
| from quickbooks import QuickBooks | |
| from quickbooks.objects.customer import Customer # example object | |
| # Stripe | |
| import stripe | |
| # Google Ads | |
| from google.ads.googleads.client import GoogleAdsClient | |
| from google.ads.googleads.errors import GoogleAdsException | |
| # SharePoint | |
| from office365.runtime.auth.client_credential import ClientCredential | |
| from office365.sharepoint.client_context import ClientContext | |
| # ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| mcp = FastMCP("EnterpriseData") | |
| # βββ 1) In-memory SQLite sample βββββββββββββββββββββββββββββββββββββββββββββ | |
| conn = sqlite3.connect(":memory:", check_same_thread=False) | |
| cur = conn.cursor() | |
| cur.execute(""" | |
| CREATE TABLE Customers ( | |
| CustomerID INTEGER PRIMARY KEY AUTOINCREMENT, | |
| Name TEXT, | |
| Region TEXT, | |
| LastOrderDate TEXT | |
| ) | |
| """) | |
| cur.executemany( | |
| "INSERT INTO Customers (Name, Region, LastOrderDate) VALUES (?,?,?)", | |
| [ | |
| ("Acme Corp", "Northeast", "2024-12-01"), | |
| ("Beta Inc", "West", "2025-06-01"), | |
| ("Gamma Co", "Northeast", "2023-09-15"), | |
| ("Delta LLC", "South", "2025-03-20"), | |
| ("Epsilon Ltd","Northeast", "2025-07-10"), | |
| ], | |
| ) | |
| conn.commit() | |
| def query_database(sql: str) -> str: | |
| """Run SQL against the in-memory Customers table and return JSON rows.""" | |
| try: | |
| cur.execute(sql) | |
| cols = [d[0] for d in cur.description or []] | |
| rows = [dict(zip(cols, r)) for r in cur.fetchall()] | |
| return json.dumps(rows) | |
| except Exception as e: | |
| return json.dumps({"error": str(e)}) | |
| # βββ 2) Salesforce tool βββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| sf = Salesforce( | |
| username=os.getenv("SF_USER"), | |
| password=os.getenv("SF_PASS"), | |
| security_token=os.getenv("SF_TOKEN"), | |
| ) | |
| def query_salesforce(soql: str) -> str: | |
| """ | |
| Run SOQL query via simple-salesforce. | |
| Example: SELECT Id, Name FROM Account WHERE Industry = 'Technology' | |
| """ | |
| try: | |
| result = sf.query_all(soql) | |
| records = result.get("records", []) | |
| # remove attributes block | |
| for r in records: | |
| r.pop("attributes", None) | |
| return json.dumps(records) | |
| except Exception as e: | |
| return json.dumps({"error": str(e)}) | |
| # βββ 3) HubSpot tool ββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| hs_client = HubSpot(access_token=os.getenv("HUBSPOT_TOKEN")) | |
| def query_hubspot(object_type: str, limit: int = 100) -> str: | |
| """ | |
| Fetch up to `limit` objects of type `contacts`, `companies`, or `deals`. | |
| Example: object_type="contacts" | |
| """ | |
| try: | |
| api = getattr(hs_client.crm, object_type) | |
| page = api.basic_api.get_page(limit=limit) | |
| items = [r.to_dict() for r in page.results] | |
| return json.dumps(items) | |
| except HSContactsError as he: | |
| return json.dumps({"error": he.body}) | |
| except Exception as e: | |
| return json.dumps({"error": str(e)}) | |
| # βββ 4) QuickBooks tool ββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| qb = QuickBooks( | |
| client_id=os.getenv("QB_CLIENT_ID"), | |
| client_secret=os.getenv("QB_CLIENT_SECRET"), | |
| refresh_token=os.getenv("QB_REFRESH_TOKEN"), | |
| company_id=os.getenv("QB_REALM_ID"), | |
| ) | |
| def query_quickbooks(entity: str, max_results: int = 50) -> str: | |
| """ | |
| Query QuickBooks Online entity via python-quickbooks. | |
| entity="Customer" or "Invoice", etc. | |
| """ | |
| try: | |
| cls = globals().get(entity, None) | |
| if cls is None: | |
| raise ValueError(f"Unknown entity '{entity}'") | |
| objs = cls.where("", qb=qb, max_results=max_results) | |
| return json.dumps([o.to_dict() for o in objs]) | |
| except Exception as e: | |
| return json.dumps({"error": str(e)}) | |
| # βββ 5) Stripe tool βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| stripe.api_key = os.getenv("STRIPE_API_KEY") | |
| def query_stripe(obj: str, limit: int = 10) -> str: | |
| """ | |
| List Stripe objects, e.g. obj="customers", "charges", "invoices" | |
| """ | |
| try: | |
| method = getattr(stripe, obj) | |
| items = method.list(limit=limit).data | |
| return json.dumps([i.to_dict() for i in items]) | |
| except Exception as e: | |
| return json.dumps({"error": str(e)}) | |
| # βββ 6) Google Ads tool ββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| ga_config = { | |
| "developer_token": os.getenv("GOOGLE_ADS_DEVELOPER_TOKEN"), | |
| "login_customer_id": os.getenv("GOOGLE_ADS_LOGIN_CUSTOMER_ID"), | |
| "refresh_token": os.getenv("GOOGLE_ADS_REFRESH_TOKEN"), | |
| "client_id": os.getenv("GOOGLE_ADS_CLIENT_ID"), | |
| "client_secret": os.getenv("GOOGLE_ADS_CLIENT_SECRET"), | |
| } | |
| ga_client = GoogleAdsClient.load_from_dict(ga_config) | |
| def query_googleads(customer_id: str, query: str) -> str: | |
| """ | |
| Run a GAQL query against a Google Ads customer. | |
| Example: query="SELECT campaign.id, campaign.name FROM campaign ORDER BY campaign.id" | |
| """ | |
| try: | |
| service = ga_client.get_service("GoogleAdsService") | |
| response = service.search(customer_id=customer_id, query=query) | |
| rows = [] | |
| for row in response: | |
| # convert protobuf row to dict | |
| rows.append({k: getattr(row, k) for k in row._pb.DESCRIPTOR.fields_by_name}) | |
| return json.dumps(rows) | |
| except GoogleAdsException as ge: | |
| return json.dumps({"error": ge.error.message}) | |
| except Exception as e: | |
| return json.dumps({"error": str(e)}) | |
| # βββ 7) SharePoint tool ββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
| site_url = os.getenv("SHAREPOINT_SITE_URL") | |
| client_id = os.getenv("SHAREPOINT_CLIENT_ID") | |
| client_secret = os.getenv("SHAREPOINT_CLIENT_SECRET") | |
| tenant_id = os.getenv("SHAREPOINT_TENANT_ID") | |
| auth_ctx = ClientContext(site_url).with_credentials( | |
| ClientCredential(client_id, client_secret) | |
| ) | |
| def query_sharepoint(list_title: str, top: int = 50) -> str: | |
| """ | |
| Fetch items from a SharePoint list. | |
| Example: list_title="ContactsList" | |
| """ | |
| try: | |
| sp_list = auth_ctx.web.lists.get_by_title(list_title) | |
| items = sp_list.items.top(top).get().execute_query() | |
| out = [dict(i.properties) for i in items] | |
| return json.dumps(out, ensure_ascii=False) | |
| except Exception as e: | |
| return json.dumps({"error": str(e)}) | |
| # βββ 8) Start the MCP server βββββββββββββββββββββββββββββββββββββββββββββββ | |
| if __name__ == "__main__": | |
| mcp.run(transport="stdio") | |