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Bear MCP acts as a bridge for AI assistants, granting them full programmatic access to your Bear Notes on macOS, a functionality Bear itself lacks through an official API. It intelligently bypasses this limitation by directly querying Bear's SQLite database for fast and silent read operations, even when Bear is closed. For writes, it leverages Bear's x-callback-url scheme, ensuring reliable and non-destructive modifications. Additionally, it employs AppleScript UI automation for unique capabilities like locking and unlocking notes, providing a comprehensive toolkit for integrating Bear into advanced AI workflows.