Ntropy MCP server

MCP server for enriching banking data using the Ntropy API. This allows LLM agents that work with financial data to easily call any of the Ntropy API endpoints.

The server implements the following tools to interact with the Ntropy API:

-

check_connection: Verify connection to the Ntropy API

set_api_key: Set or update the Ntropy API key at runtime

- Parameters:api_key(string)
- Returns: Status of the API key update and validation

create_account_holder: Create an account holder

- Parameters:id(string/int),type(string),name(string)
- Returns: The created account holder details

update_account_holder: Update an existing account holder

- Parameters:id(string/int),name(string, optional),type(string, optional)
- Returns: The updated account holder details

enrich_transaction: Enrich a bank transaction

- Parameters:id(string/int),description(string),date(string),amount(float),entry_type(string),currency(string),account_holder_id(string/int),country(string, optional)
- Returns: The enriched transaction data

get_account_holder: Get details of an account holder

- Parameters:account_holder_id(string/int)
- Returns: Account holder details

list_transactions: List transactions for an account holder

- Parameters:account_holder_id(string/int),limit(int, default=10),offset(int, default=0)
- Returns: List of transactions

get_transaction: Get details of a specific transaction

- Parameters:transaction_id(string/int)
- Returns: Transaction details

bulk_enrich_transactions: Enrich multiple transactions at once

- Parameters:transactions(List of transaction objects)
- Returns: List of enriched transactions

delete_account_holder: Delete an account holder and all associated data

- Parameters:account_holder_id(string/int)
- Returns: Deletion status

delete_transaction: Delete a specific transaction

- Parameters:transaction_id(string/int)
- Returns: Deletion status

First, obtain your Ntropy API key by creating an account onntropy.com. Make sure to replaceYOUR_NTROPY_API_KEYbelow with your actual API key.

uvx ntropy-mcp --api-key YOUR_NTROPY_API_KEY

"mcpServers": { "ntropy-mcp": { "command": "uvx", "args": [ "ntropy-mcp", "--api-key", "YOUR_NTROPY_API_KEY" ] } }

"mcpServers": { "ntropy-mcp": { "command": "docker", "args": [ "run", "-i", "--rm", "ntropy-mcp" "--api-key", "YOUR_NTROPY_API_KEY" ] } }

# Check if your API key is valid and the Ntropy API is accessible connection_status = check_connection() print(connection_status)

# Create a new account holder account_holder = create_account_holder( id="user123", type="individual", name="John Doe" ) # Update an existing account holder updated_account = update_account_holder( id="user123", name="John Smith" )

# Enrich a single transaction enriched_transaction = enrich_transaction( id="tx123", description="AMAZON.COM*MK1AB6TE1", date="2023-05-15", amount=-29.99, entry_type="debit", currency="USD", account_holder_id="user123", country="US" ) # Bulk enrich multiple transactions transactions = [ { "id": "tx124", "description": "NETFLIX.COM", "date": "2023-05-16", "amount": -13.99, "entry_type": "debit", "currency": "USD", "account_holder_id": "user123" }, { "id": "tx125", "description": "Starbucks Coffee", "date": "2023-05-17", "amount": -5.65, "entry_type": "debit", "currency": "USD", "account_holder_id": "user123" } ] enriched_transactions = bulk_enrich_transactions(transactions)

You can use the MCP inspector to debug the server. For uvx installations:

npx @modelcontextprotocol/inspector uvx ntropy-mcp --api-key YOUR_NTROPY_API_KEY

Pull requests are welcome! Feel free to contribute new ideas, bug fixes, or enhancements.

ntropy-mcp is licensed under the MIT License. This means you are free to use, modify, and distribute the software, subject to the terms and conditions of the MIT License. For more details, please see the LICENSE file in the project repository.

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