Does AlgoTrader support pairs trading strategies?

Yes, pairs trading strategies are a perfect use case for AlgoTrader. In fact, we provide a ready-made pairs trading strategy integrated with PairTradingLab

for further details see: http://doc.algotrader.com/html_single/index.html#PairsTrading_Strategy