Catalog, rate, and analyze every film you watch with Movary, a self-hosted movie tracking hub and personal cinema diary that replaces Letterboxd and Trakt. Each time a movie finishes playing on Plex, Jellyfin, Emby, or Kodi, automated webhook scrobblers record the viewing session and star rating directly into your timeline without manual logging. You can also bring over years of existing watch history by importing exports from Letterboxd, Trakt, or Netflix, and automatically cross-post newly logged reviews and ratings to Mastodon or feed Watchlist additions straight into Radarr. Customizing your personal dashboard lets you rearrange analytical widgets that break down your viewing habits by most-watched actors, directors, genres, original languages, release decades, and custom watch locations like local cinemas or home theaters. Movie metadata, posters, and ratings pulled from TMDB and IMDb are cached locally on your server, while built-in background job schedules keep artwork and cast details refreshed automatically. Multi-user account controls, TOTP two-factor authentication, granular profile visibility settings, and personal Bearer API tokens make it easy to run a private household log or a shared film club server. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.

Automating media server storage reclamation, Maintainerr is an open-source library maintenance platform that identifies unwatched, abandoned, or stale movies and shows across Plex, Jellyfin, and Emby and clears them on a schedule. Storage drives fill up rapidly when household members request four-season series or high-bitrate films, watch a single episode, and abandon the rest indefinitely. Instead of forcing administrators to audit disks by hand, the rule engine evaluates metadata from your media server alongside Tautulli watch histories, Seerr and Ombi request records, and Radarr, Sonarr, or Sportarr profiles every eight hours. Matching items enter a staging collection that syncs back to your media server home screen as a Leaving Soon row, complete with dynamic poster overlays displaying the exact removal date so viewers have a grace period to finish watching. Before enabling any destructive workflow, you can run the Test Media inspector against any movie or episode to preview rule evaluations and protect favorites with global or per-collection exclusions. Once the countdown expires, the collection handler deletes or unmonitors files, updates import-list exclusions so automated lists never re-download removed titles, clears orphaned requests in Seerr and Ombi, removes leftover sidecar folders, and dispatches alerts through Discord, Slack, Telegram, Pushover, Gotify, Email, or webhooks. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.

Instead of manually hunting for what to watch next after finishing a series on Plex, Jellyfin, or Emby, let SuggestArr turn your household's recent viewing history into automated media discovery and download requests. The platform analyzes recently watched movies, shows, and anime, queries TMDb or any OpenAI-compatible LLM (including Ollama, OpenRouter, and LiteLLM) for tailored recommendations with plain-language explanations, and dispatches requests straight to Seer, Jellyseerr, or Overseerr. Built-in AI Search lets users describe a mood or plot in natural language and request matching titles in a single click. Administrators can schedule recurring discovery jobs, import public watchlists from Trakt and MDBList, and enforce granular filters for minimum ratings, release years, genres, and regional streaming service availability so you never download content you already pay to stream. Smart request controls pause jobs when Seer queues are full, require optional human approval before submission, auto-decline stale requests, and clean up unwatched suggestions automatically. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.

To uncover deep viewing insights and AI-powered content recommendations across your self-hosted Jellyfin media server, Streamystats delivers a comprehensive analytics and watch-history platform. Once connected to one or more Jellyfin instances using native MediaBrowser authentication, the dashboard tracks live playback sessions, per-user watch durations, device and client breakdowns, and library-wide growth metrics without requiring third-party reporting plugins. You can import existing historical logs from Jellystat or the Playback Reporting plugin so years of viewing habits carry over immediately, then explore interactive watch-time graphs, genre radar charts, actor and director leaderboards, and a yearly Wrapped summary. When you enable vector embeddings through OpenAI, OpenRouter, Google Gemini, Voyage AI, or a local Ollama model, the recommendation engine calculates cosine similarity against your watch history and explains exactly which watched movies or series inspired each suggestion. An integrated AI chat assistant equipped with thirteen specialized function-calling tools lets you search your catalog semantically, ask natural-language questions about your viewing statistics, and generate shared movie recommendations for multiple household members at once. Administrators can also mark titles as watched or unwatched with automatic watch-time inference, manage watchlists over an external API, and connect Janitorr for automated media cleanup. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.