For media management, the practical problem is choosing software that can handle personal or team media libraries without becoming abandonware. This May 2026 ToolVitals view compares open/source-visible tools using the supplied health, shipping, licensing, GitHub, and score data for photo, video, music, podcast, transcription, and media request workflows.
The ranking includes open/source-visible tools only and orders them by ToolVitals score first, with GitHub stars used as a secondary popularity signal when needed. License and openness are treated separately: each entry keeps its supplied openness_label and license_label, and no source-visible category is treated as OSI open source unless the data labels it that way.
Rankings
| Rank | Tool | Openness | License | Health | Shipping | GitHub Stars | Score | Status |
|---|---|---|---|---|---|---|---|---|
| 1 | Immich | OSI-approved OSS | AGPL-3.0 | 95 | 100 | 100825 | 97 | 🟢 Excellent |
| 2 | AudioMuse AI | OSI-approved OSS | AGPL-3.0 | 91 | 95 | 1742 | 90 | 🟢 Excellent |
| 3 | Navidrome | OSI-approved OSS | GPL-3.0 | 87 | 86 | 21103 | 89 | 🟢 Excellent |
| 4 | Seerr | OSI-approved OSS | MIT | 87 | 86 | 11280 | 89 | 🟢 Excellent |
| 5 | Toonflow | OSI-approved OSS | Apache-2.0 | 83 | 92 | 0 | 86 | 🟢 Excellent |
| 6 | Wanderbound | OSI-approved OSS | AGPL-3.0 | 73 | 88 | 0 | 80 | 🟢 Excellent |
| 7 | Swing Music | OSI-approved OSS | AGPL-3.0 | 63 | 40 | 1883 | 65 | 🟢 Good |
| 8 | AI Video Transcriber | OSI-approved OSS | Apache-2.0 | 59 | 14 | 0 | 54 | 🟡 Fair |
| 9 | Castopod | OSI-approved OSS | AGPL-3.0 | 38 | 11 | 852 | 43 | 🟡 Fair |
Top 3 Highlights
Immich leads the list with a ToolVitals score of 97, a health score of 95, and a shipping score of 100. Among the supplied Media Management Tools, it is the strongest all-around entry for self-hosted photo and video management.
AudioMuse AI ranks second with a ToolVitals score of 90, backed by a 91 health score and 95 shipping score. Its scope is narrower than Immich: it focuses on self-hosted, Dockerized music playlist generation using sonic analysis, with integrations named for Jellyfin, Navidrome, LMS, Lyrion, and Emby. It is labeled OSI-approved OSS under AGPL-3.0 and has 1,742 GitHub stars.
Navidrome ranks third with a ToolVitals score of 89, an 87 health score, and an 86 shipping score. It has the strongest GitHub popularity signal among the music-focused tools in this set, with 21,103 stars. It is labeled OSI-approved OSS under GPL-3.0 and is positioned as a personal streaming service.
Want to see the full health, shipping, openness, and evidence details for every tool in Media Management? Browse all Media Management Tools →