Toolbox for Firefly III
Web automation suite for Firefly III: duplicate detection, AI categorization, and bank imports.

A web automation suite that plugs into an existing Firefly III instance to add duplicate-transaction detection, recurring-payment pattern detection (convertible into Firefly recurring transactions), AI-powered category and tag suggestions (OpenAI or local Ollama), and import tools including Amazon/PayPal exports, a visual CSV mapper, and FinTS/HBCI for German banks. It is self-hosted alongside Firefly III (Docker) and is intended for Firefly III users—especially households sharing one budget—who want to reduce manual merging, subscription discovery, and transaction categorization.
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