Mcfly[1] takes your working directory into account when searching shell history.
From the readme:
> The key feature of McFly is smart command prioritization powered by a small neural network that runs in real time. The goal is for the command you want to run to always be one of the top suggestions.
> When suggesting a command, McFly takes into consideration:
- The directory where you ran the command. You're likely to run that command in the same directory in the future.
- What commands you typed before the command (e.g., the command's execution context).
- How often you run the command.
- When you last ran the command.
- If you've selected the command in McFly before.
- The command's historical exit status. You probably don't want to run old failed commands.
[1] https://github.com/cantino/mcfly
