I'm surprised that nobody else has suggested pure Tung oil (the real deal, not the multitude of "Tung Oil" and "Danish Oil" finishes on the market that contain nothing of the sort). It ticks off all of your boxes: It's a polymerizing oil like BLO, but darkens and colors significantly less. The only catch is that it takes ~weeks to cure.