Local personal context model for trusted AI clients

Problem: Agents lack context about the user's work across applications, while centralized monitoring creates privacy concerns.

For: People who want agents to understand work context outside the chat window without sending activity telemetry.

Examples

• Personal Model reads focused macOS accessibility data, exposes receipts-backed memory over MCP, and encrypts screenshots without telemetry.

Other takes on Personal information management software

• Local-browser shopping list application IBM Developer
• A personal AI assistant that can use computers and the internet autonomously My First Million
• Personal AI assistant with its own communications and computer access ManuAGI - AutoGPT Tutorials
• Readable local-first personal AI assistant ManuAGI - AutoGPT Tutorials
• Local-first browser that builds a private research knowledge graph ManuAGI - AutoGPT Tutorials
• Private local search engine for AI coding conversations ManuAGI - AutoGPT Tutorials

All Personal information management software ideas →

Related ideas

• Local personal context model for AI agents
• Shared company-context layer for AI agents