Running a Jellyfin or Emby server usually means a dozen open tabs; JellyGlance folds your whole media server into one screen you can leave open on a wall. Live sessions show who is watching what, from where, on which client, with direct play or transcode state, codec, bitrate, subtitles, and progress for every stream. Playback history accumulates in its own database, so statistics survive even when the media server forgets: top movies, series, libraries, clients, and users, watch-time trends, activity heatmaps, and weekly, monthly, and yearly recaps rendered as shareable cards. The home dashboard arranges by drag and drop, with presets, density controls, themes, kiosk mode for a wall display, and alert rules. Recently added shelves group by library, while library views surface totals and metadata gaps. Jellyseerr and Overseerr requests appear with poster cards, requester context, and admin actions, and the release calendar pulls upcoming titles from your *arr apps beside the queues of your torrent and Usenet clients, stalled items included. Wizarr invites, Tdarr transcodes, and Maintainerr cleanup connect from the same integrations area. Notifications travel by webhook, Discord, Gotify, and email newsletters, backups export to a plain folder, and sign-in spans local accounts, Jellyfin Quick Connect, and OIDC. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.

Plex's own dashboard shows current streams and forgets everything else - which is why every Plex server admin eventually installs Tautulli, the analytics layer. This Python web application (descended from PlexWatch and Headphones) logs complete watch history - what was watched, who watched it, when, where, from which device and IP, and whether it played directly or transcoded - and turns it into clean Highcharts graphs of daily plays, concurrent streams, bandwidth, and platform breakdowns. The home page surfaces top statistics over configurable windows: most-watched content, most active users, stream type ratios. For running a server shared with family and friends, this is operational truth: spot the user forcing 4K transcodes on a phone, see which libraries earn their disk space, and track sync activity across users. The notification engine triggers on server events - playback starts, transcode decision changes, recently added media, server down - through dozens of agents (Discord, Telegram, Slack, email, webhooks) with fully customizable text and conditions, plus arbitrary script execution. Scheduled newsletters email your users a styled digest of recently added content. A comprehensive API exposes every statistic for dashboards like Homarr, and an official mobile app monitors activity on the go. Themed to match Plex/Web. GPL-licensed.

Jellystat is a self-hosted media analytics and live session monitoring dashboard for Jellyfin and Emby servers that turns raw streaming activity into detailed user, library, and playback insights. Media server administrators use the live dashboard to watch active streams in real time, inspecting transcoding status, client devices, bitrates, and playback progress as sessions happen. Every completed or partial stream is logged automatically so you can browse chronological watch histories, filter by library or stream type, and analyze peak concurrent streaming hours across the week. Dedicated library and user views break down total watch duration, play counts, and most popular movies, episodes, or music albums per account. If you already use the official Jellyfin Playback Reporting or Statistics plugins, you can import existing historical records directly into your instance without losing past data. Built-in database backup and restore tools, automatic library synchronization tasks, IP geolocation via MaxMind GeoLite, and interactive Swagger API documentation at the /swagger endpoint round out the administrative toolkit. 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.

Jellydash answers the questions every Jellyfin admin asks, starting with who is watching right now and whether that stream is transcoding. Live cards show each session's artwork, user, quality, progress, and playback method, including the reason a transcode was needed, and live TV channels appear with real program progress. Behind the scenes, a background poller records every play even when nobody has the dashboard open, building a history you can search, filter by user or library, and export to CSV with poster art intact. Older Jellyfin or Emby Playback Reporting backups import in seconds, so years of viewing are not lost when you switch. Statistics turn that history into watch-time trends, top users, device and client activity, codec breakdowns, and transcode reasons, and clicking a chart opens the exact plays behind it. A monthly recap looks back at a finished month with rankings and daily activity, while trending and all-time most-watched strips show what your household actually loves. Optional pages follow Jellyseerr requests as they arrive and read the status of SABnzbd, qBittorrent, Transmission, Deluge, and NZBGet clients without ever touching their queues. Server activity, maintenance tasks, and system status stay one click away, and selected users can be excluded from monitoring entirely. When someone presses play, a notification can reach your phone through Telegram, Pushover, Discord, ntfy, Gotify, or Web Push. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.

Browse trending titles, search anything, request it in two clicks: Jellyseerr gives Jellyfin, Emby, and Plex users a beautiful storefront for the media library. Born as the Overseerr fork that added Jellyfin and Emby support (the projects have since unified as Seerr), it handles the full request lifecycle - users authenticate with their existing media-server accounts, pick individual seasons or movies in a clean interface, and admins approve or decline from a simple queue, including on mobile. Approved requests flow straight to Sonarr and Radarr, which handle acquisition automatically, with support for separate 4K server instances. Regular library scans keep availability accurate, so users see instantly what already exists instead of requesting duplicates. A granular permission system controls who can request what - auto-approval for trusted users, quotas and limits elsewhere - and override rules adjust request routing by user, tag, or other conditions. Watchlist and blocklist functions curate discovery, notifications reach email, Discord, Telegram, Slack, Pushover, and Pushbullet, and both PostgreSQL and SQLite are supported. Localized into many languages, it turns "can you add this movie?" texts into a self-service system that runs itself.

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.

Scrob is your own private Letterboxd and Trakt: it syncs Jellyfin, Plex, and Emby libraries, tracks every movie and episode you watch, and keeps ratings and lists on your server. Connect Jellyfin, Plex, Emby, Nuvio, ARVIO, or Stremio and Scrob imports libraries, watched status, and playback progress, then pushes watched state and ratings back to keep every server aligned. Webhooks from Jellyfin, Plex, and Emby and the scrob-kodi addon mark items watched the moment playback finishes; a manual scrobble starts a live session from any title page. Rate titles on a ten point scale, score seasons separately, add reviews, and log repeat plays with their own dates. Personal lists stay private or open to other users on your instance, comments attach to titles, seasons, and episodes, and following users surfaces their ratings and activity. TMDB powers discovery: trending titles, genre and provider filters, release schedules, and search across people and collections merged with your library. Detail pages combine posters, cast, trailers, and your files' quality details, and one click sends a missing title to Radarr or Sonarr. Continue Watching and Next Up cards, a fifteen day episode calendar, and Pick a Movie or Pick a Show suggestions answer what to watch next. Trakt, Simkl, and MDBList sync moves history and ratings in both directions. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. GPL-3.0 licensed.

Every movie, series, anime, manga, book, game and album you finish deserves a line in one diary, not seven accounts on seven tracking sites. Media Journal keeps separate lists for each of the seven media types, and every entry carries your status, episode or page progress, rating and private notes. Rate on the scale that fits how you think: five stars, 1 to 10, 1 to 100, or simple faces. Group anything into collections, mark favorites, and watch your home page fill with stats, recent activity and your latest collections. The Discover page surfaces trending and popular titles, and built-in search pulls metadata and artwork from TMDB, IGDB and other providers once you add your free API keys. A community page lets everyone on your instance post thoughts and updates about what they watched, read or played, and a calendar plus history views keep your year in media organized. Saved songs play through the built-in YouTube music player while you browse, and automatic checks flag sequels and new seasons of things you already track. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. AGPL-3.0 licensed.

Instead of relying on third-party cloud trackers to keep watched history aligned across Plex, Jellyfin, and Emby, WatchState synchronizes playback state and watch progress directly between your own self-hosted media servers. Household administrators can map multiple family members across independent backend accounts using isolated user identities, configuring either one-way mirroring from a primary server or full many-to-many synchronization across every connected instance. A unified generic webhook endpoint captures play, pause, stop, and watched events from Plex, Tautulli, Jellyfin, and Emby for near-instant state propagation, while scheduled background import and export tasks reconcile any missed updates automatically. When libraries grow across multiple servers, the built-in Media Health diagnostic engine audits the database for external GUID conflicts, duplicate file references, metadata disagreements, weak matches, and missing local files, complete with exportable reports and per-record action hints. Users can also search backend metadata, inspect detailed item event logs, and export portable JSON backups of their entire watch history for safe server migrations. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.

Why split your entertainment life across half a dozen siloed apps when Floppy tracks every movie, television episode, anime season, book, comic, video game, board game, album, and podcast in one unified self-hosted library? A configurable home dashboard shows exactly how much runtime remains in your current shows alongside personalized recommendation rows driven by your genre, studio, cast, and tag history. Music and podcasts are first-class citizens backed by MusicBrainz discography metadata, track-level scoring, Last.fm scrobble polling, and live Pocket Casts episode synchronization. Collectors can catalog physical and digital media ownership down to the exact disc format, video resolution, HDR standard, audio codec, and bitrate, complete with automated Plex collection syncing. Live webhooks and scheduled jobs connect directly to Plex, Jellyfin, Emby, Audiobookshelf, Sonarr, Radarr, and Seerr so watches, listens, and library additions log themselves automatically. You can curate public or private lists with programmable smart-list rules, RSS and JSON feeds, Trakt watchlist imports, and barcode ISBN scanning for physical books. Recap-style statistics let you compare custom date ranges across reading streaks, pages read, listening hours, and top actors or authors, while a REST API and built-in Model Context Protocol server power custom automations. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. AGPL-3.0 licensed.

Immich Insights turns the photo library you already keep in Immich into a year-in-review style dashboard of how you actually shoot. Connect it with your own Immich API key and it reads your asset metadata into a local snapshot, without copying your original photos, then builds the overview Immich itself never shows: total photos and videos, storage used, favorites, albums, and your newest additions. Pick any year or a custom date range and see that period's shooting volume, favorites, albums, and devices. Camera statistics break your library down by device and manufacturer, with leaderboards you can correct when the same camera appears under different names. Exposure analysis shows your ISO, focal length, and shutter speed distributions, the focal lengths you reach for most, and how your settings shift by hour of day. Rhythm charts map your shooting by month, weekday, and hour, with a calendar heatmap of your most active days. A zoomable timeline marks the moments that matter: first photo, a new device joining the library, your longest gap, your busiest day ever. People and location views count faces and mapped places by country and continent, and a photography profile scores your habits. Clicking any chart value opens the matching photo thumbnails, and reports export as PDF, CSV, or JPG. 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 explore years of personal music streaming habits without waiting for an annual year-end summary, Your Spotify continuously tracks your listening history and presents it inside a private analytics dashboard. Music enthusiasts use the interface to inspect daily, weekly, monthly, and custom date-range breakdowns of their most played tracks, top artists, favorite albums, and total listening duration. Listeners who want their complete historical archive from day one can upload official Spotify privacy data exports, including both past-year StreamingHistory JSON files and multi-year Extended Streaming History archives, directly through the settings panel. Friends and family sharing an instance can use the collaborative affinity view to compare overlapping listening habits across multiple accounts in intersection or union mode. From any historical table, top-tracks ranking, or multi-user affinity comparison, you can generate new playlists directly inside your Spotify account or trigger track playback on active devices. Administrators can manage user registrations, generate shareable public guest tokens for read-only dashboard access, blacklist specific artists from skewing statistics, and expose ingestion metrics to Prometheus. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. GPL-3.0 licensed.

Maloja's one job is to be your own scrobble database, charting what you listen to from a server you control. Players and media servers that speak the native JSON API or a ListenBrainz, GNU FM, or Audioscrobbler 1.2 compatible protocol can scrobble with their own API keys. Vinyl sessions and background music can be logged by hand on a manual scrobble page. Existing history moves in from a Last.fm export, a Spotify data export, a ListenBrainz export, or another Maloja instance, while a proxy option forwards new scrobbles to Last.fm or a second Maloja server. The start page ranks top artists, tracks, and albums for today, this week, this month, this year, or all time, alongside a pulse chart of listening volume and a feed of the latest scrobbles. Artist and album pages add performance charts that follow chart position over time. Collaborations credit every artist on a track, and subunits, solo projects, and main acts can be combined or separated in charts at any time. Gold, Platinum, and Diamond awards mark tracks and albums that pass scrobble thresholds you set. Artwork can come from Last.fm, Spotify, Deezer, TheAudioDB, or MusicBrainz lookups, or from images you upload yourself. Week start, timezone, theme, and tile layout are all settings, and an API explorer lists endpoints for scripts. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. GPL-3.0 licensed.