Finance

Ntropy

@ktmcp-cli/ntropy

Ntropy provides AI-powered financial transaction enrichment that normalizes and categorizes bank transactions. This CLI lets you enrich transactions with merchant data, spend categories, and structured labels at scale.

View on GitHub → npm Package

🦞

Six months ago, everyone was talking about MCPs. And I was like, screw MCPs. Every MCP would be better as a CLI.

Peter Steinberger, Founder of OpenClaw · Lex Fridman Podcast #491 · @steipete

Quick Start

Install the CLI globally using npm:

npm install -g @ktmcp-cli/ntropy

Features

Transaction enrichment

Merchant identification

Spend categorization

Batch processing

Custom category training

Recurring transaction detection

Usage Examples

Authentication

# Set up API key
ntropy auth login --api-key YOUR_API_KEY

# Verify connection
ntropy auth status

Enrich transactions

# Enrich a single transaction
ntropy transactions enrich \
  --description "STARBUCKS #1234" \
  --amount -4.50 \
  --date 2026-01-15

# Batch enrich from file
ntropy transactions batch-enrich --file ./transactions.json

Documentation

For complete documentation, API reference, and advanced usage examples, visit the GitHub repository. Each CLI includes comprehensive README.md, AGENT.md for AI integration, and OPENCLAW.md for tool definitions.