Memories.ai launches LUCI Desktop for local AI context

Memories.ai has released LUCI Desktop, a local app that records screen activity and turns it into context an AI agent can use without sending data to the cloud. The launch targets a major gap in agent connectors by extending AI access to desktop software, browser tabs, messages and meetings.

Why it matters: - LUCI Desktop is built to give AI agents access to a user’s computer history, not just apps with public APIs. - The launch could expand what AI agents can do across desktop software, browser tabs, PDFs and private message threads. - The product is designed to keep processing and storage on-device, which matters for privacy, latency and battery use.

What happened: - Memories.ai announced LUCI Desktop on September 22, 2026. - The app is available now at the LUCI download page and is free to download. - LUCI Desktop records a person’s screen and converts that activity into context an AI agent can use. - The product uses a local MCP connection to link directly with a user’s AI agent.

The details: - LUCI is designed to close a gap left by typical connectors that only work with applications that offer public APIs. - The app lets an AI agent retrieve context such as a prior conversation, a document detail or a decision made on a call without a person searching for it first. - Processing happens entirely on the device, not in the cloud. - Memories.ai said the system required a model that could turn screen captures into text and embeddings locally. - Shawn Shen said the company developed LUCI with several hardware partners to reach that on-device performance. - LUCI runs on a device’s on-device AI accelerator instead of the CPU. - The company said that setup enables continuous recording with minimal impact on battery life or performance. - LUCI also transcribes meetings locally and makes them searchable. - The app includes local indexing and storage, with nothing uploaded. - Local storage is encrypted and accessible only to the user’s own agents. - Individual applications can be excluded from recording. - Password managers and banking software are excluded by default. - Sensitive information such as passwords is redacted automatically as it is captured.

Between the lines: - The launch positions Memories.ai as a layer for agent memory and context rather than as the agent itself. - Shen framed the product as a way to remove the need for users to hand-feed context into an agent. - The company is also aiming at a harder technical problem than cloud-assisted shortcuts: fully local processing from capture to retrieval. - LUCI Desktop began as an internal demo tool and was turned into a standalone lab product after Shen decided to spin it out.

What's next: - Memories.ai says LUCI Desktop is now a standalone app. - Shen said users are already wiring the tool into custom workflows, including nightly markdown summaries and to-do dashboards. - The company directs users to learn more at memories.ai.

The bottom line: - LUCI Desktop tries to make every on-screen action usable by an AI agent while keeping the full workflow local to the device.