Ntropy MCP server

Ntropy MCP server is an MCP server that integrates the Ntropy API into LLM workflows for banking transaction categorization and enrichment. It connects AI assistants directly to Ntropy financial services, allowing software engineers, financial analysts, and fintech developers to process raw transaction strings automatically. Users can verify connection status, configure API keys at runtime, and manage account holder records for both individuals and businesses. The server enables LLMs to take cryptic debit or credit descriptions, dates, currencies, and amounts, and convert them into structured merchant intelligence and standardized financial entries. It supports both single-item and bulk transaction processing, as well as operations to retrieve, list, or delete account holders and transaction records. By exposing these capabilities through the Model Context Protocol, the server allows language models to handle automated financial auditing, bookkeeping workflows, and transaction data hygiene directly from compatible desktop applications and agent platforms.

Category: Data & Analytics

Tags: banking, enrichment, financial-data, transactions

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How to install and configure Ntropy MCP server

1. Obtain an API key from the Ntropy platform. 2. Run the server using uvx by running uvx ntropy-mcp --api-key YOUR_NTROPY_API_KEY or build the Docker image with docker build -t ntropy-mcp .. 3. To configure Claude Desktop, open your claude_desktop_config.json file and add the ntropy-mcp entry under mcpServers: json { "mcpServers": { "ntropy-mcp": { "command": "uvx", "args": [ "ntropy-mcp", "--api-key", "YOUR_NTROPY_API_KEY" ] } } } 4. Alternatively, use docker as the command with args: ["run", "-i", "--rm", "ntropy-mcp", "--api-key", "YOUR_NTROPY_API_KEY"]. 5. Save the configuration and restart Claude Desktop.

What you can do with Ntropy MCP server

• Normalizing ambiguous bank statements into identified merchant names, categories, and locations using the enrich_transaction tool. - Processing large batches of raw corporate expenses simultaneously by calling bulk_enrich_transactions with structured lists. - Creating, reading, updating, and deleting individual or corporate account holder records to organize user transaction histories. - Querying historical account entries and transaction specifics via list_transactions and get_transaction for financial auditing.

Key facts

• https://github.com/ntropy-network/ntropy-mcp
• Data & Analytics, Finance, Crypto & Payments
• banking, enrichment, financial-data, transactions

Part of MCP Servers

How do I install Ntropy MCP server?

You can run it directly using uvx with the command uvx ntropy-mcp --api-key YOUR_NTROPY_API_KEY. Alternatively, build the container image using docker build -t ntropy-mcp . and register the executable inside your Claude Desktop configuration file.

What can Ntropy MCP server do?

The server provides tools to verify API connections, set API keys, create or manage account holders, enrich individual or bulk bank transactions, query specific transactions, and delete records directly from the Ntropy API.

Which MCP clients work with Ntropy MCP server?

It works with Claude Desktop and any Model Context Protocol client capable of spawning local process commands via uvx or Docker. You can also inspect and test tools using the MCP inspector.

Is Ntropy MCP server open source?

Yes, Ntropy MCP server is open-source software licensed under the MIT License. The code is publicly hosted on GitHub for modification, distribution, and contribution.