We study a cross-attention message router thatselects targets by combining capability match, performance weighting, and reliability scoring, with multi-head routing and a KVcache for repeated queries. Against round-robin and capabilityonly baselines, cross-attention improves capability satisfaction,end-to-end latency, and reliability-weighted success. We alsoquantify routing decision time benefits from the KV routingcache.