Desktop AI overlay for low-latency assistance across applications
Hint Lens is a desktop AI overlay that provides responsive assistance across different applications with low latency. It uses LLMs to answer questions or perform tasks without switching windows, solving the problem of context switching for power users.
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AI-powered desktop overlay for coding assessments and interviews
HintLens is an AI-powered desktop overlay that stays on top of the screen to provide answers during coding online assessments and interviews. It uses LLMs to help users avoid switching between apps or browser tabs, reducing stress from strict time limits and challenging questions.
Luna OS: AI-powered desktop assistant for local use
Luna OS is an AI-powered desktop application that acts as a local assistant. It uses LLMs to provide useful assistance directly on the user's machine, aiming to be a practical alternative to cloud-based assistants. Built for a hackathon, it targets developers and users who want an AI assistant that runs locally.
Floating AI assistant for Mac that reads highlighted text
Thuki is a local AI assistant that floats over any Mac app, including fullscreen apps, and automatically captures highlighted text. It allows users to ask questions without leaving their current app, reducing context switching. Designed for Mac users who want a lightweight, always-available AI helper.
NeatContext: lightweight desktop app to give LLMs domain knowledge for oncall incident handling
NeatContext is a desktop application that lets LLMs access domain knowledge to handle oncall incidents more accurately. It solves the problem of SRE agents lacking domain-specific context, enabling better incident response without heavy infrastructure.
Open-source private desktop AI overlay with MCP support
Wisp is a desktop overlay that lets you invoke AI from any app via keyboard shortcuts, with context like text, screenshots, or active window. It supports voice queries, dictation, and pasting results directly, keeping data local and private.

