diff --git a/software/iopaint.yml b/software/iopaint.yml
new file mode 100644
index 0000000000..2c54e50329
--- /dev/null
+++ b/software/iopaint.yml
@@ -0,0 +1,12 @@
+name: IOPaint
+website_url: https://www.iopaint.com/
+description: Image inpainting tool powered by SOTA AI Model.
+licenses:
+  - Apache-2.0
+platforms:
+  - Python
+  - Docker
+tags:
+  - Generative Artificial Intelligence (GenAI)
+source_code_url: https://github.com/Sanster/IOPaint
+depends_3rdparty: true
diff --git a/software/jami.yml b/software/jami.yml
index 63ba168fe6..48edd0e4b1 100644
--- a/software/jami.yml
+++ b/software/jami.yml
@@ -1,6 +1,6 @@
 name: Jami
 website_url: https://jami.net/
-description: Free and universal communication platform which preserves the user's privacy and freedoms (formerly GNU Ring).
+description: Universal communication platform which preserves the user's privacy and freedoms.
 licenses:
   - GPL-3.0
 platforms:
diff --git a/software/jelu.yml b/software/jelu.yml
index 3ed9403358..30c3bf4a14 100644
--- a/software/jelu.yml
+++ b/software/jelu.yml
@@ -1,7 +1,7 @@
 name: Jelu
 website_url: https://bayang.github.io/jelu-web
 source_code_url: https://github.com/bayang/jelu
-description: Self hosted read and to-read list book tracker.
+description: Read and to-read list book tracker.
 licenses:
   - MIT
 platforms:
diff --git a/software/jitbit-helpdesk.yml b/software/jitbit-helpdesk.yml
index 35e3aaa7df..566646e210 100644
--- a/software/jitbit-helpdesk.yml
+++ b/software/jitbit-helpdesk.yml
@@ -1,6 +1,6 @@
 name: Jitbit Helpdesk
 website_url: https://www.jitbit.com/helpdesk/
-description: Self-hosted help desk software - simple but powerful.
+description: Help desk software - simple but powerful.
 licenses:
   - ⊘ Proprietary
 platforms:
diff --git a/software/jitsi-meet.yml b/software/jitsi-meet.yml
index 24c8e07403..68146ef6eb 100644
--- a/software/jitsi-meet.yml
+++ b/software/jitsi-meet.yml
@@ -1,6 +1,6 @@
 name: Jitsi Meet
 website_url: https://jitsi.org/Projects/JitsiMeet
-description: Jitsi Meet is an OpenSource (MIT) WebRTC Javascript application that uses Jitsi Videobridge to provide high quality, scalable video conferences.
+description: WebRTC application that uses Jitsi Videobridge to provide high quality, scalable video conferences.
 licenses:
   - Apache-2.0
 platforms:
diff --git a/software/joplin.yml b/software/joplin.yml
index e3cecffc88..9949c82e2b 100644
--- a/software/joplin.yml
+++ b/software/joplin.yml
@@ -1,6 +1,6 @@
 name: Joplin
 website_url: https://joplinapp.org/
-description: Joplin is a note taking application with Markdown editor and encryption support for mobile and desktop platforms. Runs client-side and syncs through self hosted Nextcloud or similar (alternative to Evernote).
+description: Note taking application with markdown editor and encryption support for mobile and desktop platforms. Runs client-side and syncs through a self hosted Nextcloud instance or similar (alternative to Evernote).
 licenses:
   - MIT
 platforms:
diff --git a/software/judge0-ce.yml b/software/judge0-ce.yml
index fd832f2cdd..dfdab959c8 100644
--- a/software/judge0-ce.yml
+++ b/software/judge0-ce.yml
@@ -1,6 +1,6 @@
 name: Judge0 CE
 website_url: https://judge0.com
-description: Open source API to compile and run source code.
+description: API to compile and run source code.
 licenses:
   - GPL-3.0
 platforms:
diff --git a/software/jump.yml b/software/jump.yml
index c256c14986..ba2ac4d47a 100644
--- a/software/jump.yml
+++ b/software/jump.yml
@@ -1,6 +1,6 @@
 name: Jump
 website_url: https://github.com/daledavies/jump
-description: Yet another self-hosted startpage for your server designed to be simple, stylish, fast and secure.
+description: Yet another startpage for your server designed to be simple, stylish, fast and secure.
 licenses:
   - MIT
 platforms:
diff --git a/software/kanboard.yml b/software/kanboard.yml
index 53eaa8e71a..a3bd860383 100644
--- a/software/kanboard.yml
+++ b/software/kanboard.yml
@@ -1,6 +1,6 @@
 name: Kanboard
 website_url: https://kanboard.org/
-description: Simple and open source visual task board.
+description: Simple visual task board.
 licenses:
   - MIT
 platforms:
diff --git a/software/keila.yml b/software/keila.yml
index 44407914e8..734ee2dea1 100644
--- a/software/keila.yml
+++ b/software/keila.yml
@@ -1,6 +1,6 @@
 name: Keila
 website_url: https://www.keila.io
-description: Self-hosted reliable and easy-to-use newsletter tool (alternative to Mailchimp or Sendinblue).
+description: Reliable and easy-to-use newsletter tool (alternative to Mailchimp or Sendinblue).
 licenses:
   - AGPL-3.0
 platforms:
diff --git a/software/keygen.yml b/software/keygen.yml
index 617e363409..e2a0f5ece9 100644
--- a/software/keygen.yml
+++ b/software/keygen.yml
@@ -1,8 +1,8 @@
 name: Keygen
-website_url: https://github.com/keygen-sh/keygen-api
-description: Self-hosted software licensing and distribution API.
+website_url: https://keygen.sh/
+description: Software licensing and distribution API.
 licenses:
-  - Elastic-2.0
+  - ⊘ Proprietary
 platforms:
   - Ruby
 tags:
diff --git a/software/keystonejs.yml b/software/keystonejs.yml
index 237b22351d..bf41d13a90 100644
--- a/software/keystonejs.yml
+++ b/software/keystonejs.yml
@@ -1,6 +1,6 @@
 name: KeystoneJS
 website_url: https://keystonejs.com/
-description: CMS and Web Application Platform.
+description: CMS and web application platform.
 licenses:
   - MIT
 platforms:
diff --git a/software/kill-bill.yml b/software/kill-bill.yml
index be560a4ad0..bbe50f5963 100644
--- a/software/kill-bill.yml
+++ b/software/kill-bill.yml
@@ -1,6 +1,6 @@
 name: Kill Bill
 website_url: https://killbill.io/
-description: Open-Source Subscription Billing & Payments Platform. Have access to real-time analytics and financial reports.
+description: Subscription billing & payments platform. Have access to real-time analytics and financial reports.
 licenses:
   - Apache-2.0
 platforms:
diff --git a/software/kimai.yml b/software/kimai.yml
index 0e88ad4e80..621d92077a 100644
--- a/software/kimai.yml
+++ b/software/kimai.yml
@@ -1,6 +1,6 @@
 name: Kimai
 website_url: https://www.kimai.org/
-description: Kimai is a free & open source timetracker. It tracks work time and prints out a summary of your activities on demand.
+description: Track work time and print out a summary of your activities on demand.
 licenses:
   - AGPL-3.0
 platforms:
diff --git a/software/kinto.yml b/software/kinto.yml
index a620ac8962..a36368c868 100644
--- a/software/kinto.yml
+++ b/software/kinto.yml
@@ -1,10 +1,10 @@
 name: Kinto
 website_url: https://kinto.readthedocs.org
-description: Kinto is a minimalist JSON storage service with synchronisation and sharing abilities.
+description: Minimalist JSON storage service with synchronisation and sharing abilities.
 licenses:
   - Apache-2.0
 platforms:
   - Python
 tags:
   - File Transfer & Synchronization
-source_code_url: https://github.com/Kinto
+source_code_url: https://github.com/Kinto/kinto
diff --git a/software/kitchenowl.yml b/software/kitchenowl.yml
index 62837f2e98..a1d047b587 100644
--- a/software/kitchenowl.yml
+++ b/software/kitchenowl.yml
@@ -1,6 +1,6 @@
 name: KitchenOwl
-website_url: https://tombursch.github.io/kitchenowl/
-description: A cross-platform shopping list, recipe storage, expense tracker, and meal planner following the material design language.
+website_url: https://docs.kitchenowl.org/latest/
+description: Cross-platform shopping list, recipe storage, expense tracker, and meal planner following the material design language.
 licenses:
   - AGPL-3.0
 platforms:
diff --git a/software/known.yml b/software/known.yml
index 73c064271b..9cacf125ca 100644
--- a/software/known.yml
+++ b/software/known.yml
@@ -1,6 +1,6 @@
 name: Known
 website_url: https://withknown.com/
-description: A collaborative social publishing platform.
+description: Collaborative social publishing platform.
 licenses:
   - Apache-2.0
 platforms:
diff --git a/software/kong.yml b/software/kong.yml
index 43aaabc2d2..62b5fd938e 100644
--- a/software/kong.yml
+++ b/software/kong.yml
@@ -1,6 +1,6 @@
 name: Kong
 website_url: https://konghq.com/kong/
-description: The World's Most Popular Open Source Microservice API Gateway and Platform.
+description: Microservice API Gateway and Platform.
 licenses:
   - Apache-2.0
 platforms:
diff --git a/software/kresus.yml b/software/kresus.yml
index 93eb008103..d76fd52855 100644
--- a/software/kresus.yml
+++ b/software/kresus.yml
@@ -1,6 +1,6 @@
 name: Kresus
 website_url: https://kresus.org/
-description: Open source personal finance manager.
+description: Personal finance manager.
 licenses:
   - AGPL-3.0
 platforms:
diff --git a/software/kutt.yml b/software/kutt.yml
index bc0c0035bd..4f688d42bb 100644
--- a/software/kutt.yml
+++ b/software/kutt.yml
@@ -1,7 +1,7 @@
 name: Kutt
 website_url: https://kutt.it
 source_code_url: https://github.com/thedevs-network/kutt
-description: A modern URL shortener with support for custom domains and custom URLs.
+description: Modern URL shortener with support for custom domains and custom URLs.
 licenses:
   - MIT
 platforms:
diff --git a/software/lago.yml b/software/lago.yml
index aa1ef6581d..3310610584 100644
--- a/software/lago.yml
+++ b/software/lago.yml
@@ -1,6 +1,6 @@
 name: Lago
 website_url: https://www.getlago.com/
-description: Open-source metering and usage-based billing.
+description: Metering and usage-based billing.
 licenses:
   - AGPL-3.0
 platforms:
diff --git a/software/lama-cleaner.yml b/software/lama-cleaner.yml
deleted file mode 100644
index f4a484ce81..0000000000
--- a/software/lama-cleaner.yml
+++ /dev/null
@@ -1,15 +0,0 @@
-name: Lama-Cleaner
-website_url: https://github.com/Sanster/lama-cleaner
-description: A free and open-source inpainting tool powered by SOTA AI model.
-licenses:
-  - Apache-2.0
-platforms:
-  - Python
-  - Docker
-tags:
-  - Miscellaneous
-source_code_url: https://github.com/Sanster/lama-cleaner
-depends_3rdparty: true
-stargazers_count: 21081
-updated_at: '2025-04-29'
-archived: false
diff --git a/software/lazylibrarian.yml b/software/lazylibrarian.yml
index 61eb1d4efc..fe6f468c58 100644
--- a/software/lazylibrarian.yml
+++ b/software/lazylibrarian.yml
@@ -1,6 +1,6 @@
 name: LazyLibrarian
 website_url: https://gitlab.com/LazyLibrarian/LazyLibrarian
-description: LazyLibrarian is a program to follow authors and grab metadata for all your digital reading needs. It uses a combination of Goodreads Librarything and optionally GoogleBooks as sources for author info and book info.
+description: Follow authors and grab metadata for all your digital reading needs. It uses a combination of Goodreads, Librarything and optionally GoogleBooks as sources for author info and book info.
 licenses:
   - GPL-3.0
 platforms:
diff --git a/software/leantime.yml b/software/leantime.yml
index c25c8b55a7..42c6f7a7cc 100644
--- a/software/leantime.yml
+++ b/software/leantime.yml
@@ -1,8 +1,8 @@
 name: Leantime
 website_url: https://leantime.io
-description: Leantime is a lean project management system for small teams and startups helping to manage projects from ideation through delivery.
+description: Lean project management system for small teams and startups helping to manage projects from ideation through delivery.
 licenses:
-  - GPL-2.0
+  - AGPL-3.0
 platforms:
   - PHP
   - Docker
diff --git a/software/lemmy.yml b/software/lemmy.yml
index dffcc838f2..a17839864a 100644
--- a/software/lemmy.yml
+++ b/software/lemmy.yml
@@ -1,6 +1,6 @@
 name: Lemmy
 website_url: https://join-lemmy.org/
-description: A link aggregator / reddit clone for the fediverse (alternative to Reddit).
+description: Link aggregator for the fediverse (alternative to Reddit).
 licenses:
   - AGPL-3.0
 platforms:
diff --git a/software/leon.yml b/software/leon.yml
index 07894451f4..48d4f0f5d7 100644
--- a/software/leon.yml
+++ b/software/leon.yml
@@ -1,6 +1,6 @@
 name: Leon
 website_url: https://getleon.ai
-description: Open-source personal assistant who can live on your server.
+description: Personal assistant who can live on your server.
 licenses:
   - MIT
 platforms:
diff --git a/software/lha.yml b/software/lha.yml
index 47880f29fb..b4a0be8d19 100644
--- a/software/lha.yml
+++ b/software/lha.yml
@@ -1,7 +1,7 @@
 name: LHA
 website_url: https://github.com/javalikescript/lha
 source_code_url: https://github.com/javalikescript/lha
-description: Light Home Automation application. LHA is fully extensible using Blockly, HTML or Lua. It includes extensions such as ConBee, Philips Hue or Z-Wave JS.
+description: Light Home Automation application that is fully extensible using Blockly, HTML or Lua. It includes extensions such as ConBee, Philips Hue or Z-Wave JS.
 licenses:
   - MIT
 platforms:
diff --git a/software/libre-translate.yml b/software/libre-translate.yml
index a28b8135ac..1d90c31824 100644
--- a/software/libre-translate.yml
+++ b/software/libre-translate.yml
@@ -1,6 +1,6 @@
 name: Libre Translate
 website_url: https://libretranslate.com/
-description: Free and Open Source Machine Translation API, entirely self-hosted.
+description: Machine Translation API.
 licenses:
   - AGPL-3.0
 platforms:
diff --git a/software/libreddit.yml b/software/libreddit.yml
deleted file mode 100644
index 137e30d194..0000000000
--- a/software/libreddit.yml
+++ /dev/null
@@ -1,14 +0,0 @@
-name: Libreddit
-website_url: https://github.com/libreddit/libreddit
-description: Private front-end for Reddit written in Rust.
-licenses:
-  - AGPL-3.0
-platforms:
-  - Rust
-tags:
-  - Communication - Social Networks and Forums
-source_code_url: https://github.com/libreddit/libreddit
-depends_3rdparty: true
-stargazers_count: 5101
-updated_at: '2025-02-15'
-archived: false
diff --git a/software/librekb.yml b/software/librekb.yml
index 448971ea48..9cf98f9b8b 100644
--- a/software/librekb.yml
+++ b/software/librekb.yml
@@ -1,7 +1,7 @@
 name: LibreKB
 website_url: https://librekb.com/
 source_code_url: https://github.com/michaelstaake/LibreKB/
-description: A web-based knowledge base solution. A simple web app, it runs on pretty much any web server or hosting provider with PHP and MySQL.
+description: Web-based knowledge base solution. A simple web app, it runs on pretty much any web server or hosting provider with PHP and MySQL.
 licenses:
   - GPL-3.0
 platforms:
diff --git a/software/librephotos.yml b/software/librephotos.yml
index 27a0d14794..743333add5 100644
--- a/software/librephotos.yml
+++ b/software/librephotos.yml
@@ -1,6 +1,6 @@
 name: LibrePhotos
 website_url: https://github.com/LibrePhotos/librephotos
-description: Self hosted wannabe Google Photos clone, with a slight focus on cool graphs.
+description: Photo management service with a slight focus on cool graphs (alternative to Google Photos).
 licenses:
   - MIT
 platforms:
diff --git a/software/libretime.yml b/software/libretime.yml
index 276054a0a8..23ba1f49a0 100644
--- a/software/libretime.yml
+++ b/software/libretime.yml
@@ -1,6 +1,6 @@
 name: LibreTime
 website_url: https://libretime.org
-description: Simple, open source platform that lets you broadcast streaming radio on the web (fork of [Airtime](https://github.com/sourcefabric/Airtime)).
+description: Broadcast streaming radio on the web (fork of [Airtime](https://github.com/sourcefabric/Airtime)).
 licenses:
   - AGPL-3.0
 platforms:
diff --git a/software/librum.yml b/software/librum.yml
index 4b11209814..6559cdffdd 100644
--- a/software/librum.yml
+++ b/software/librum.yml
@@ -1,6 +1,6 @@
 name: Librum
 website_url: https://librumreader.com
-description: A modern e-book reader and library manager that supports most major book formats, runs on all devices and offers great tools to boost productivity.
+description: Modern e-book reader and library manager that supports most major book formats, runs on all devices and offers great tools to boost productivity.
 licenses:
   - GPL-3.0
 platforms:
diff --git a/software/lidarr.yml b/software/lidarr.yml
index 292a8e3f48..6182bb8a06 100644
--- a/software/lidarr.yml
+++ b/software/lidarr.yml
@@ -1,6 +1,6 @@
 name: Lidarr
 website_url: https://lidarr.audio/
-description: Lidarr is a music collection manager for Usenet and BitTorrent users.
+description: Music collection manager for Usenet and BitTorrent users.
 licenses:
   - GPL-3.0
 platforms:
diff --git a/software/lila.yml b/software/lila.yml
index db6d439bdd..5c935f0f14 100644
--- a/software/lila.yml
+++ b/software/lila.yml
@@ -1,6 +1,6 @@
 name: Lila
 website_url: https://lichess.org/
-description: The forever free, adless and open source chess server powering lichess.org, with official iOS and Android client apps.
+description: Ad-less chess server powering lichess.org, with official iOS and Android client apps.
 licenses:
   - AGPL-3.0
 platforms:
diff --git a/software/limbas.yml b/software/limbas.yml
index 06813bc394..35eed77a88 100644
--- a/software/limbas.yml
+++ b/software/limbas.yml
@@ -1,6 +1,6 @@
 name: Limbas
 website_url: https://www.limbas.com/en/
-description: Limbas is a database framework for creating database-driven business applications. As a graphical database frontend, it enables the efficient processing of data stocks and the flexible development of comfortable database applications.
+description: Database framework for creating database-driven business applications. As a graphical database frontend, it enables the efficient processing of data stocks and the flexible development of comfortable database applications.
 licenses:
   - GPL-2.0
 platforms:
diff --git a/software/limesurvey.yml b/software/limesurvey.yml
index 66429772f0..c46bc6f4bc 100644
--- a/software/limesurvey.yml
+++ b/software/limesurvey.yml
@@ -1,6 +1,6 @@
 name: LimeSurvey
 website_url: https://www.limesurvey.org
-description: Feature-rich Open Source web based polling software. Supports extensive survey logic.
+description: Feature-rich web-based polling software. Supports extensive survey logic.
 licenses:
   - GPL-2.0
 platforms:
diff --git a/software/linkace.yml b/software/linkace.yml
index 8f302c85f9..95f2bb4378 100644
--- a/software/linkace.yml
+++ b/software/linkace.yml
@@ -1,6 +1,6 @@
 name: LinkAce
 website_url: https://www.linkace.org/
-description: A bookmark archive with automatic backups to the Internet Archive, link monitoring, and a full REST API. Installation is done via Docker, or as a simple PHP application.
+description: Bookmark archive with automatic backups to the Internet Archive, link monitoring, and a full REST API. Installation is done via Docker, or as a simple PHP application.
 licenses:
   - GPL-3.0
 platforms:
diff --git a/software/linkding.yml b/software/linkding.yml
index dc2f4320c8..0697aca505 100644
--- a/software/linkding.yml
+++ b/software/linkding.yml
@@ -1,15 +1,14 @@
 name: linkding
-website_url: https://github.com/sissbruecker/linkding
+website_url: https://linkding.link/
 description: Minimal bookmark management with a fast and clean UI. Simple installation through Docker and can run on your Raspberry Pi.
 licenses:
   - MIT
 platforms:
   - Docker
-  - Python
-  - Nodejs
 tags:
   - Bookmarks and Link Sharing
 source_code_url: https://github.com/sissbruecker/linkding
+demo_url: https://demo.linkding.link/login/
 stargazers_count: 8139
 updated_at: '2025-04-13'
 archived: false
diff --git a/software/linkwarden.yml b/software/linkwarden.yml
index 291dfddbe7..c3d6d56ca0 100644
--- a/software/linkwarden.yml
+++ b/software/linkwarden.yml
@@ -1,6 +1,6 @@
 name: LinkWarden
 website_url: https://linkwarden.app/
-description: A self-hosted bookmark + archive manager to store your useful links.
+description: Bookmark and archive manager to store your useful links.
 licenses:
   - MIT
 platforms:
diff --git a/software/liteshort.yml b/software/liteshort.yml
index 169aaeb707..9fd5754564 100644
--- a/software/liteshort.yml
+++ b/software/liteshort.yml
@@ -1,5 +1,5 @@
 name: liteshort
-website_url: https://git.ikl.sh/132ikl/liteshort
+website_url: https://ls.ikl.sh/
 description: User-friendly, actually lightweight, and configurable URL shortener.
 licenses:
   - MIT
diff --git a/software/littlelink.yml b/software/littlelink.yml
index d78332cec0..5226b6d958 100644
--- a/software/littlelink.yml
+++ b/software/littlelink.yml
@@ -1,6 +1,6 @@
 name: LittleLink
-website_url: https://github.com/sethcottle/littlelink/
-description: A simplistic approach for links in bio with 100+ branded buttons (alternative to Linktree).
+website_url: https://littlelink.io/
+description: Simplistic approach for links in bio with 100+ branded buttons (alternative to Linktree).
 licenses:
   - MIT
 platforms:
diff --git a/software/livecodes.yml b/software/livecodes.yml
index 0a2fd9708c..fc0e159ce5 100644
--- a/software/livecodes.yml
+++ b/software/livecodes.yml
@@ -1,7 +1,7 @@
 name: LiveCodes
 website_url: https://livecodes.io/docs/features/self-hosting
 source_code_url: https://github.com/live-codes/livecodes
-description: A feature-rich client-side code playground for React, Vue, Svelte, Solid, Typescript, Python, Go, Ruby, PHP and 90+ other languages.
+description: Feature-rich client-side code playground for React, Vue, Svelte, Solid, Typescript, Python, Go, Ruby, PHP and 90+ other languages.
 licenses:
   - MIT
 platforms:
diff --git a/software/livestreamdvr.yml b/software/livestreamdvr.yml
index 339a945dbc..7649776387 100644
--- a/software/livestreamdvr.yml
+++ b/software/livestreamdvr.yml
@@ -1,6 +1,6 @@
 name: LiveStreamDVR
 website_url: https://github.com/MrBrax/LiveStreamDVR
-description: An automatic Twitch recorder capable of capturing live streams, chat messages and stream metadata.
+description: Automatic Twitch recorder capable of capturing live streams, chat messages and stream metadata.
 licenses:
   - MIT
 platforms:
diff --git a/software/liwan.yml b/software/liwan.yml
index e7dc9a15bd..b117b90227 100644
--- a/software/liwan.yml
+++ b/software/liwan.yml
@@ -1,6 +1,6 @@
 name: Liwan
 website_url: https://liwan.dev/
-description: Easy & privacy-first web analytics.
+description: Privacy-first web analytics.
 licenses:
   - AGPL-3.0
 platforms:
diff --git a/software/lodestone.yml b/software/lodestone.yml
index a6a387d62c..b39a1c7cfc 100644
--- a/software/lodestone.yml
+++ b/software/lodestone.yml
@@ -1,6 +1,6 @@
 name: Lodestone
 website_url: https://github.com/Lodestone-Team/lodestone
-description: A free, open source server hosting tool for Minecraft and other multiplayers.
+description: Server hosting tool for Minecraft and other multiplayers.
 licenses:
   - AGPL-3.0
 platforms:
diff --git a/software/loomio.yml b/software/loomio.yml
index e1be3dbca6..3f8f7b2c39 100644
--- a/software/loomio.yml
+++ b/software/loomio.yml
@@ -1,6 +1,6 @@
 name: Loomio
 website_url: https://www.loomio.org/
-description: Loomio is a collaborative decision-making tool that makes it easy for anyone to participate in decisions which affect them.
+description: Collaborative decision-making tool that makes it easy for anyone to participate in decisions which affect them.
 licenses:
   - AGPL-3.0
 platforms:
diff --git a/software/luanti.yml b/software/luanti.yml
index 63403fd45c..d9ffc09b0c 100644
--- a/software/luanti.yml
+++ b/software/luanti.yml
@@ -1,6 +1,6 @@
 name: Luanti
 website_url: https://www.luanti.org/
-description: An open source voxel game engine (formerly Minetest). Play one of our many games, mod a game to your liking, make your own game, or play on a multiplayer server.
+description: Voxel game engine (formerly Minetest). Play one of our many games, mod a game to your liking, make your own game, or play on a multiplayer server.
 licenses:
   - LGPL-2.1
   - MIT
@@ -11,7 +11,7 @@ platforms:
   - deb
 tags:
   - Games
-source_code_url: https://github.com/minetest/minetest
+source_code_url: https://github.com/luanti-org/luanti
 archived: false
 stargazers_count: 11408
 updated_at: '2025-05-05'
diff --git a/software/lubelogger.yml b/software/lubelogger.yml
index 6db8c78ea5..43843a0dbf 100644
--- a/software/lubelogger.yml
+++ b/software/lubelogger.yml
@@ -1,7 +1,7 @@
 name: LubeLogger
 website_url: https://lubelogger.com
 source_code_url: https://github.com/hargata/lubelog
-description: A web-based vehicle maintenance and fuel mileage tracker.
+description: Web-based vehicle maintenance and fuel mileage tracker.
 licenses:
   - MIT
 platforms:
diff --git a/software/lura.yml b/software/lura.yml
index b7557c0544..04053fe1ae 100644
--- a/software/lura.yml
+++ b/software/lura.yml
@@ -1,6 +1,6 @@
 name: Lura
 website_url: https://luraproject.org/
-description: Open source High-Performance API Gateway.
+description: High-performance API Gateway.
 licenses:
   - Apache-2.0
 platforms:
diff --git a/software/lychee.yml b/software/lychee.yml
index 0c62110247..043bd591c7 100644
--- a/software/lychee.yml
+++ b/software/lychee.yml
@@ -1,6 +1,6 @@
 name: Lychee
 website_url: https://lycheeorg.github.io/
-description: Open source grid and album based photo-management-system.
+description: Grid and album based photo-management-system.
 licenses:
   - MIT
 platforms: