Contextberg turns desktop activity into agent memory

The hook is strong because it targets a real pain point for agentic workflows: continuity across sessions. The product is especially interesting for Windows users, where many adjacent tools have historically been Mac-first.

• –Passive capture is the differentiator: it tries to infer useful context automatically instead of relying on users to save notes manually.
• –MCP support makes the product more relevant to the current agent ecosystem, not just a standalone memory store.
• –The biggest risk is privacy and trust, since screen and browser monitoring is inherently sensitive.
• –Signal-to-noise will matter a lot; if the ingestion layer is too noisy, retrieval quality will collapse quickly.
• –The Windows-first angle is a clear wedge, but cross-platform support will likely determine whether it becomes infrastructure or stays niche.