letterbox-buddy is an MCP server that uses AI to transform rough movie notes into polished reviews suitable for Letterboxd. It also tracks watch history and integrates with Claude. Designed for both direct use and as a developer tool via the Model Context Protocol.
In the AI & ML space, letterbox-buddy takes a focused approach. It focuses on turning unstructured movie notes into structured Letterboxd reviews and maintaining watch history. letterbox-buddy is an open-source project aimed at movie enthusiasts and developers. The project is open source (MIT). It ships for the command line and API.
letterbox-buddy first shipped in 2026. The project is developed in the open on GitHub with 11 commits in the last 90 days. Among its 3 catalogued features are Movie Notes, Review Generation, and Watch Tracking. It exposes integrations via an MCP server.
Summary written by a language model from the project’s public pages.
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