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Ntropy MCP server

@ntropy-network

Repository

About Ntropy MCP server

MCP server for enriching banking data using the Ntropy API

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "ntropy-mcp": {
      "command": "npx",
      "args": [
        "@modelcontextprotocol/inspector",
        "uvx",
        "ntropy-mcp",
        "--api-key",
        "YOUR_NTROPY_API_KEY"
      ]
    }
  }
}

Tools

11

Verify connection to the Ntropy API

Set or update the Ntropy API key at runtime

Create an account holder

Update an existing account holder

Enrich a bank transaction

Get details of an account holder

List transactions for an account holder

Get details of a specific transaction

Enrich multiple transactions at once

Delete an account holder and all associated data

Delete a specific transaction

Overview

What is Ntropy MCP server?

Ntropy MCP server is a Model Context Protocol server for enriching banking data using the Ntropy API. It allows LLM agents that work with financial data to easily call any of the Ntropy API endpoints.

How to use Ntropy MCP server?

Install by running uvx ntropy-mcp --api-key YOUR_NTROPY_API_KEY or using a Docker container. For Claude Desktop, add the appropriate configuration to the claude_desktop_config.json file. The server provides tools such as enrich_transaction, create_account_holder, and check_connection that can be invoked by the LLM.

Key features of Ntropy MCP server

  • Enrich single or multiple bank transactions via Ntropy API.
  • Create, update, and delete account holders.
  • Retrieve account holder details and transaction history.
  • Set or update the Ntropy API key at runtime.
  • Verify connection to the Ntropy API.

Use cases of Ntropy MCP server

  • Automatically categorize and enrich raw bank transaction descriptions for financial analysis.
  • Manage user accounts and their associated transaction data in a banking application.
  • Allow LLM agents to query and validate financial data without manual API calls.

FAQ from Ntropy MCP server

How do I obtain a Ntropy API key?

Create an account on ntropy.com to obtain your Ntropy API key.

Can I set the API key at runtime?

Yes, the set_api_key tool allows you to set or update the Ntropy API key during a session.

What are the runtime dependencies?

The server can be run via uvx (requires Python/uv) or as a Docker container. Both require a valid Ntropy API key.

How can I debug the server?

Use the MCP inspector by running npx @modelcontextprotocol/inspector uvx ntropy-mcp --api-key YOUR_NTROPY_API_KEY.

What authentication is used?

Authentication is handled by providing the Ntropy API key either at startup via the --api-key argument or later using the set_api_key tool.

Frequently asked questions

How do I obtain a Ntropy API key?

Create an account on [ntropy.com](https://ntropy.com) to obtain your Ntropy API key.

Can I set the API key at runtime?

Yes, the `set_api_key` tool allows you to set or update the Ntropy API key during a session.

What are the runtime dependencies?

The server can be run via `uvx` (requires Python/uv) or as a Docker container. Both require a valid Ntropy API key.

How can I debug the server?

Use the MCP inspector by running `npx @modelcontextprotocol/inspector uvx ntropy-mcp --api-key YOUR_NTROPY_API_KEY`.

What authentication is used?

Authentication is handled by providing the Ntropy API key either at startup via the `--api-key` argument or later using the `set_api_key` tool.

Comments

Basic information

Category

Other

License

MIT

Transports

stdio

Author

ntropy-network

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