CryptoWatchTools
Multi-exchange crypto data aggregation and real-time analytics for active traders.
The Problem
Active crypto traders need to catch signals — funding rate divergences, volatility spikes, correlated moves across venues — without watching a dozen exchange tabs at once. No free tool did this across multiple exchanges with the specific scanners these traders wanted. So we built one.
What Was Built
A multi-exchange data aggregation platform with purpose-built analytical tools for active traders.
- Volatility scanner: identifies significant price movement events across tracked assets in real time
- Funding rate scanner: surfaces funding rate divergences across exchanges, a key signal for basis traders and short-term positioning
- Watchlist generator: customizable asset watchlists with consolidated data views across exchanges
- Discord bot integration: delivers alerts and scanner output directly to Discord channels, keeping traders in their existing workflow
What This Shows
The core challenge was ingesting live data from multiple exchanges — each with different schemas, rate limits, and reliability characteristics — and making it queryable in near real time. The scanner logic runs continuously against that data and needs to surface signals fast enough to be actionable.
The Discord bot matters too. Traders live in Discord. An alert that requires opening a browser tab gets ignored. Delivering scanner output directly into an existing workflow is what makes the tool actually useful rather than just technically interesting.