Best apps for media library metadata management on desktop in 2026 (we tested 7)

The XDA piece on fixing Jellyfin’s metadata before chasing hardware transcoding lands a true point: a self-hosted media server feels professional when the library is clean and reads like a streaming service. A perfect transcoding pipeline does not save the experience if half the movies are misidentified and the TV shows are missing seasons. Metadata is the difference between a server you actually use and one that lives in a closet.

We tested seven media library metadata management apps on desktop across Windows, macOS, and Linux. The list covers the rename-and-tag king (tinyMediaManager), the regex-heavy power tool (FileBot), the open-source Kodi specialist (MediaElch), the dedicated MP4 tagger (MetaX), the automation backbones for TV and movies (Sonarr and Radarr), and the macOS-native MP4/M4V purist (Subler).

We pointed each one at the same test library: 400 movies in mixed quality and naming conventions, 70 TV shows with at-least-one-season-misnamed problems, and 20 anime entries with the special AniDB metadata that mainstream scrapers stumble on.


What to look for in a metadata manager

The criteria that separate working tools from frustrating ones:


Quick comparison

AppBest forPlatformsFree planStarting price
tinyMediaManagerMovies and TV in one polished GUIWin, Mac, LinuxYes (basic)$26.50/year for v4 Pro
FileBotBatch renaming with regex powerWin, Mac, Linux30-day trial$6 lifetime / $36 annual subscription
MediaElchKodi-first metadata curatorWin, Mac, LinuxYesFree
MetaXMP4/M4V tagging for Apple ecosystemsWin, MacYes (basic)$14.99 one-time
SonarrAutomated TV library managementWin, Mac, LinuxYesFree
RadarrAutomated movie library managementWin, Mac, LinuxYesFree
SublermacOS native MP4 muxing and taggingMacYesFree

The 7 best media library metadata managers for desktop

#1. tinyMediaManager — Best overall metadata tool

tinyMediaManager is the cleanest one-stop tool for managing a movie and TV library. The GUI is the most polished of any pick on the list, the scrapers cover TMDB, TVDB, IMDB, OFDb, Trakt, and AniDB (with a Pro license), and the output naming templates match Plex, Jellyfin, Emby, and Kodi conventions out of the box. The artwork manager downloads posters, fanarts, banners, clearlogos, and disc art with one click per release.

For most users with a mixed movie and TV library on a server, tinyMediaManager is the default. The free v4 base is generous; the Pro license unlocks unlimited subtitles, batch operations on larger libraries, and additional scrapers.

Where it falls short: Java-based, so memory usage climbs on libraries above 10,000 entries. The UI is dense; first-time setup requires a few learning hours. The Pro subscription is yearly rather than one-time.

Pricing:

Platforms: Windows, macOS, Linux

Download: tinyMediaManager

Bottom line: Pick tinyMediaManager for most libraries. The polish-to-price ratio is the strongest on this list.

#2. FileBot — Best batch renamer with regex power

FileBot is the renaming Swiss army knife. The script engine (Groovy-based) lets users define naming templates, apply them across thousands of files at once, and pipe the output to subsequent steps. The interactive mode for handling failed matches is the cleanest in the genre. For users who fight unusual filename patterns (Anime with Japanese characters, multi-language releases, scene-tagged dumps), FileBot’s regex muscle is unmatched.

The command-line interface is genuinely powerful: schedule FileBot via cron, point it at the downloads folder, and have new files automatically renamed and routed to the right server folder without ever opening the GUI.

Where it falls short: The GUI is dense. The licensing model has shifted between perpetual and subscription over the years, which has confused users. Pro features are gated behind a license.

Pricing:

Platforms: Windows, macOS, Linux

Download: FileBot

Bottom line: Pick FileBot when renaming and automation matter more than a polished browse UI.

#3. MediaElch — Best Kodi-specialized metadata curator

MediaElch is the open-source metadata tool specifically tuned for Kodi libraries. The output NFO files match Kodi’s conventions exactly, the artwork downloads include Kodi-specific files (fanart, clearlogo, banner), and the scraper coverage prioritizes Kodi-compatible sources.

For Kodi users, MediaElch is the default. For Plex or Jellyfin users with a Kodi server somewhere in the network, MediaElch ensures both servers see the same files identically.

Where it falls short: Less polished than tinyMediaManager. The GUI is functional but dated. Manual override workflows are slower than tinyMediaManager.

Pricing:

Platforms: Windows, macOS, Linux

Download: MediaElch on GitHub

Bottom line: Pick MediaElch when the server is Kodi and you want native Kodi NFO output for free.

#4. MetaX — Best MP4/M4V tagger for Apple ecosystems

MetaX is the dedicated MP4 and M4V metadata tagger for Windows and Mac. The output writes tag data directly into the MP4 container — title, year, artwork, cast, ratings, descriptions, episode information — in the format Apple TV, iTunes, and the macOS native player expect. For libraries that live on an Apple TV or stream through iTunes/Music, MetaX is the only tool that produces the right file format.

The agent feature auto-populates metadata from MovieMeter, IMDB, and TVDB, and the artwork picker shows multiple options for each release.

Where it falls short: MP4/M4V only. The interface is dated. Linux is unsupported. The bulk-tagging workflow is less polished than tinyMediaManager.

Pricing:

Platforms: Windows, macOS

Download: MetaX

Bottom line: Pick MetaX when the library is MP4/M4V and Apple TV or iTunes is the consumer.

#5. Sonarr — Best automated TV library management

Sonarr is the automation backbone for TV libraries. It is not a metadata editor in the traditional sense; it is a daemon that watches indexers, downloads new episodes, sends them to download clients, renames and moves the result, and updates the connected media server. The metadata side is robust: TVDB and TMDB scrapers, multi-language preferences, episode-level info, and automatic renaming based on configurable templates.

For users running Plex or Jellyfin with an active downloading workflow, Sonarr is the indispensable companion. Pair with Radarr for movies, Lidarr for music, and Readarr for books.

Where it falls short: Not an interactive metadata editor. Sonarr operates on automation; manual interventions go through other tools. Setup is involved; the docker-compose stack is the easiest path.

Pricing:

Platforms: Windows, macOS, Linux (Docker recommended)

Download: Sonarr

Bottom line: Pick Sonarr when the library is actively growing and you want renamed and tagged files without manual intervention.

#6. Radarr — Best automated movie library management

Radarr is the Sonarr equivalent for movies. The same architecture, the same automation patterns, but tuned for movie files: TMDB and IMDB integration, quality profile management for different sources (Blu-ray vs WEB-DL vs Remux), and the same configurable renaming.

For active movie downloaders, Radarr is the only tool on this list that closes the loop from indexer to renamed, tagged, library-ready file without manual steps. The metadata side is good enough for most cases; pair with tinyMediaManager for manual cleanup of the misidentified ones.

Where it falls short: Same caveats as Sonarr. Not an interactive editor. Initial setup is the same Docker-style configuration.

Pricing:

Platforms: Windows, macOS, Linux (Docker recommended)

Download: Radarr

Bottom line: Pick Radarr when the movie library is actively growing and automation matters more than interactive cleanup.

#7. Subler — Best macOS native MP4 muxing

Subler is the open-source macOS-native MP4 muxer and tagger. The pitch is straight: import an MKV (or any container), output an MP4 with the metadata embedded, ready for Apple TV. The tagger pulls metadata from iTunes Store and TVDB, the chapter editor handles per-chapter titles and artwork, and the subtitle muxer supports multiple language tracks.

For Mac users who specifically want to convert MKV releases to Apple-ecosystem-friendly MP4s, Subler is the smoothest pick. The interface is native macOS, the export is reliable, and the metadata side is competent.

Where it falls short: macOS only. MP4 output only. Slower than dedicated transcoder + tagger workflows for bulk libraries. Not actively developed at the same cadence as the rest of the list.

Pricing:

Platforms: macOS

Download: Subler

Bottom line: Pick Subler when the library lives on Apple TV and you need MKV-to-MP4 conversion with metadata embedded.


How to pick the right one

If you want the cleanest one-stop tool with the best UI: tinyMediaManager. If you fight unusual filename patterns and want regex-level control: FileBot. If your server is Kodi specifically: MediaElch. If your library is MP4 and feeds Apple TV: MetaX or Subler. If you want automated library growth: Sonarr for TV plus Radarr for movies.

For most home labs, the stack we landed on is Sonarr + Radarr for automation, plus tinyMediaManager for manual cleanup of the few entries that the automation gets wrong. FileBot fills in when bulk renaming a legacy archive needs to happen.


FAQ

What is the best free metadata manager?

tinyMediaManager v4 (free tier), MediaElch, Sonarr, and Radarr cover most cases at zero cost. tinyMediaManager has the cleanest UI of the free options.

Is tinyMediaManager worth paying for?

For libraries above a few thousand entries or for users who want unlimited subtitles, the $26.50/year Pro license is reasonable. For smaller libraries, the free tier covers the daily use cases.

Can I use Sonarr or Radarr to clean up an existing library?

Yes. Both tools have a “library import” mode that scans an existing folder and re-tags / renames the files. Use it as a one-time cleanup, then keep the automation running for new additions.

Which tool is best for anime metadata?

tinyMediaManager with the AniDB scraper enabled is the best free pick. Anidb’s matching for the unusual anime naming conventions is more reliable than TVDB or TMDB.

Do I need a metadata manager if I use Plex?

Plex’s built-in scrapers handle most cases, but a dedicated metadata manager fixes the long tail (misidentified releases, missing artwork, non-standard naming). Most Plex power users run tinyMediaManager or FileBot as a cleanup step.

Is there a way to automate metadata cleanup completely?

Sonarr and Radarr handle 80% of new entries automatically. The remaining 20% (foreign-language releases, year-disambiguated remakes, special editions) usually need a manual tinyMediaManager pass.