ActivityWatch MCP Server

ActivityWatch records which application and which window had focus, second by second, and keeps it on the machine. The useful decision in this server is that it exposes AQL — ActivityWatch's query language — rather than only dumping raw events: a week of activity is millions of rows, and aggregating inside the tracker before anything reaches the model is the difference between an answer and a blown context window. Buckets can be listed and filtered by type, raw events pulled when a query is not enough, and AW_API_BASE points the server at a tracker running on another host or outside a container. Be deliberate here: window titles and visited URLs are among the most revealing data on a computer, and every query sends them to the model provider.