[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-71573":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":10,"language":11,"languages":10,"totalLinesOfCode":10,"stars":12,"forks":13,"watchers":14,"openIssues":15,"contributorsCount":16,"subscribersCount":16,"size":16,"stars1d":17,"stars7d":18,"stars30d":19,"stars90d":16,"forks30d":16,"starsTrendScore":20,"compositeScore":21,"rankGlobal":10,"rankLanguage":10,"license":10,"archived":22,"fork":22,"defaultBranch":23,"hasWiki":24,"hasPages":22,"topics":25,"createdAt":10,"pushedAt":10,"updatedAt":36,"readmeContent":37,"aiSummary":38,"trendingCount":16,"starSnapshotCount":16,"syncStatus":39,"lastSyncTime":40,"discoverSource":41},71573,"awesome-python-applications","mahmoud\u002Fawesome-python-applications","mahmoud","💿 Free software that works great, and also happens to be open-source Python. ","ftp:\u002F\u002Fyou:relookin@it#readme",null,"Jupyter Notebook",17886,2737,725,35,0,7,11,30,21,89.5,false,"master",true,[26,27,28,29,30,31,32,33,34,35],"application","audio","education","game","graphics","gui","productivity","python","science","video","2026-06-12 04:01:01","# Awesome Python Applications\n\n\u003C!-- NOTE: This file is automatically generated, see projects.yaml -->\n\n_Case studies in successfully shipping Python software_ \u003Ca href=\"https:\u002F\u002Fraw.githubusercontent.com\u002Fmahmoud\u002Fawesome-python-applications\u002Fmaster\u002Fatom.xml\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Fraw.githubusercontent.com\u002Fmahmoud\u002Fawesome-python-applications\u002Fmaster\u002Ftemplates\u002Frss.png\" \u002F>\u003C\u002Fa>\n\n\u003Cimg src=\"https:\u002F\u002Fraw.githubusercontent.com\u002Fmahmoud\u002Fawesome-python-applications\u002Fmaster\u002Ftemplates\u002Fsnake_cd.png\" width=\"30%\" align=\"right\" \u002F>\n\nAs developers, we spend our days with code. The site you're reading\nthis on is mostly modules, packages, libraries, frameworks, and the\nlike. But users see applications.\n\nWhen building our own applications, open-source Python applications\nare a gold mine of practical patterns that we know work together. A\nproduction application is worth a thousand blog posts and Stack\nOverflow answers.\n\nThis document is an always-growing list of **426**\nopen-source Python applications arranged by topic, with links to\nrepositories, docs, and more, generated from [structured\ndata](https:\u002F\u002Fgithub.com\u002Fmahmoud\u002Fawesome-python-applications\u002Fblob\u002Fmaster\u002Fprojects.yaml)\nusing [apatite](https:\u002F\u002Fgithub.com\u002Fmahmoud\u002Fapatite). If you have one\nto add or find some information missing, [please let us\nknow](https:\u002F\u002Fgithub.com\u002Fmahmoud\u002Fawesome-python-applications\u002Fissues)!\n\nRead [**the announcement post**](http:\u002F\u002Fsedimental.org\u002Fawesome_python_applications.html) to learn more about this list.\u003Cbr\u002F>\nSubscribe to [**the RSS\u002FAtom feed**](https:\u002F\u002Fraw.githubusercontent.com\u002Fmahmoud\u002Fawesome-python-applications\u002Fmaster\u002Fatom.xml) to see new applications added,\nor see the newest additions here in [**the CHANGELOG**](https:\u002F\u002Fgithub.com\u002Fmahmoud\u002Fawesome-python-applications\u002Fblob\u002Fmaster\u002FCHANGELOG.md).\n\n\u003C!-- To see this list arranged by which operating systems they\nsupport (and associated discussion), see Platforms, and to see the\nlist arranged by implementation approach used (and discussion\nthereof), see Architectures. -->\n\n**Contents**\n\n1. \u003Ca href=\"#tag-internet\">Internet\u003C\u002Fa> *(45)*\n1. \u003Ca href=\"#tag-audio\">Audio\u003C\u002Fa> *(17)*\n1. \u003Ca href=\"#tag-video\">Video\u003C\u002Fa> *(8)*\n1. \u003Ca href=\"#tag-ai\">AI\u002FML\u003C\u002Fa> *(4)*\n1. \u003Ca href=\"#tag-graphics\">Graphics\u003C\u002Fa> *(21)*\n1. \u003Ca href=\"#tag-games\">Games\u003C\u002Fa> *(10)*\n1. \u003Ca href=\"#tag-productivity\">Productivity\u003C\u002Fa> *(27)*\n1. \u003Ca href=\"#tag-organization\">Organization\u003C\u002Fa> *(45)*\n1. \u003Ca href=\"#tag-communication\">Communication\u003C\u002Fa> *(35)*\n1. \u003Ca href=\"#tag-education\">Education\u003C\u002Fa> *(9)*\n1. \u003Ca href=\"#tag-science\">Science\u003C\u002Fa> *(24)*\n1. \u003Ca href=\"#tag-cms\">CMS\u003C\u002Fa> *(11)*\n1. \u003Ca href=\"#tag-erp\">ERP\u003C\u002Fa> *(5)*\n1. \u003Ca href=\"#tag-static_site\">Static Site\u003C\u002Fa> *(9)*\n1. \u003Ca href=\"#tag-dev\">Dev\u003C\u002Fa> *(187)*\n    1. \u003Ca href=\"#tag-dev.scm\">SCM\u003C\u002Fa> *(18)*\n    1. \u003Ca href=\"#tag-dev.code_review\">Code Review\u003C\u002Fa> *(5)*\n    1. \u003Ca href=\"#tag-dev.storage\">Storage\u003C\u002Fa> *(20)*\n    1. \u003Ca href=\"#tag-dev.ops\">Ops\u003C\u002Fa> *(28)*\n    1. \u003Ca href=\"#tag-dev.security\">Security\u003C\u002Fa> *(30)*\n    1. \u003Ca href=\"#tag-dev.docs\">Docs\u003C\u002Fa> *(7)*\n    1. \u003Ca href=\"#tag-dev.editor\">Editor\u003C\u002Fa> *(13)*\n    1. \u003Ca href=\"#tag-dev.pkg_mgr\">Package Managers\u003C\u002Fa> *(11)*\n    1. \u003Ca href=\"#tag-dev.pkg_repo\">Package Repositories\u003C\u002Fa> *(5)*\n    1. \u003Ca href=\"#tag-dev.build\">Build\u003C\u002Fa> *(13)*\n    1. \u003Ca href=\"#tag-dev.shell\">Shell\u003C\u002Fa> *(3)*\n    1. \u003Ca href=\"#tag-dev-other\">Other Dev projects\u003C\u002Fa> *(37)*\n1. \u003Ca href=\"#tag-misc\">Misc\u003C\u002Fa> *(13)*\n\n\u003C!-- ANOTHER NOTE: This file is automatically generated, see projects.yaml -->\n\n## \u003Ca id=\"tag-internet\" href=\"#tag-internet\">Internet\u003C\u002Fa>\n\n  1. **ArchiveBox** - ([Repo](https:\u002F\u002Fgithub.com\u002Fpirate\u002FArchiveBox), [Home](https:\u002F\u002Farchivebox.io\u002F), [Docs](https:\u002F\u002Fgithub.com\u002Fpirate\u002FArchiveBox\u002Fwiki)) Self-hosted web archive, for creating local, browsable backups of content from the web. Imports HTML, JS, PDFs, video, subtitles, git repositories, and more, from Pocket, Pinboard, browser history, etc. `(organization, linux, windows, docker)`\n  1. **archivematica** - ([Repo](https:\u002F\u002Fgithub.com\u002Fartefactual\u002Farchivematica), [Home](https:\u002F\u002Fwww.archivematica.org\u002Fen), [Docs](https:\u002F\u002Fwww.archivematica.org\u002Fen\u002Fdocs)) Digital preservation system designed to maintain standards-based, long-term access to collections of digital objects, targeted at archivists and librarians. `(organization, server)`\n  1. **Beaver Habits** - ([Repo](https:\u002F\u002Fgithub.com\u002Fdaya0576\u002Fbeaverhabits), [Home](https:\u002F\u002Fbeaverhabits.com\u002F), [Demo](https:\u002F\u002Fbeaverhabits.com\u002Fdemo), [Fund](https:\u002F\u002Fbuymeacoffee.com\u002Fhenryzhu)) Self-hosted habit tracking app without \"Goals\". `(server, fastapi)`\n  1. **Bookwyrm** - ([Repo](https:\u002F\u002Fgithub.com\u002Fbookwyrm-social\u002Fbookwyrm), [Home](https:\u002F\u002Fbookwyrm.social\u002F)) Social reading and reviewing, decentralized with ActivityPub. `(organization, communication, server, django)`\n  1. **buku** - ([Repo](https:\u002F\u002Fgithub.com\u002Fjarun\u002Fbuku), [Fund](https:\u002F\u002Fwww.paypal.com\u002Fcgi-bin\u002Fwebscr?cmd=_s-xclick&hosted_button_id=RMLTQ76JSXJ4Q), [Docs](https:\u002F\u002Fgithub.com\u002Fjarun\u002Fbuku\u002Fwiki)) Browser-independent bookmark manager with CLI and web server frontends, with integrations for browsers, cloud-based bookmark managers, and emacs. `(organization, linux, windows, mac, server)`\n  1. **Canto** - ([Repo](https:\u002F\u002Fgithub.com\u002Fthemoken\u002Fcanto-next), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FCanto_%28news_aggregator%29)) RSS daemon and [curses-based client](https:\u002F\u002Fgithub.com\u002Fthemoken\u002Fcanto-curses). `(linux, tui)`\n  1. **Codex** - ([Repo](https:\u002F\u002Fgithub.com\u002Fajslater\u002Fcodex), [Demo](https:\u002F\u002Fcodex.sl8r.net\u002Fr\u002F0\u002F1)) Self-hostable comic archive browser and reader. `(server, django)`\n  1. **CTFd** - ([Repo](https:\u002F\u002Fgithub.com\u002FCTFd\u002FCTFd), [Home](https:\u002F\u002Fctfd.io\u002F), [Docs](https:\u002F\u002Fgithub.com\u002FCTFd\u002FCTFd\u002Fwiki)) CTFd is a Capture The Flag framework focusing on ease of use and customizability. It comes with everything you need to run a CTF and it's easy to customize with plugins and themes. `(server)`\n  1. **Deluge** - ([Repo](https:\u002F\u002Fgithub.com\u002Fdeluge-torrent\u002Fdeluge), [Home](https:\u002F\u002Fdeluge-torrent.org\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FDeluge_%28software%29), [Fund](https:\u002F\u002Fwww.patreon.com\u002Fdeluge_cas)) Popular, lightweight, cross-platform BitTorrent client. `(linux, windows, mac, server, gtk)`\n  1. **Dispatch** - ([Repo](https:\u002F\u002Fgithub.com\u002FNetflix\u002Fdispatch), [Blog](https:\u002F\u002Fnetflixtechblog.com\u002Fintroducing-dispatch-da4b8a2a8072), [Docs](https:\u002F\u002Fnetflix.github.io\u002Fdispatch)) Incident management service featuring integrations for notifications and task management. Used at Netflix. `(dev, server, calver, corp, fastapi)`\n  1. **DollarDollar Bill Y'all** - ([Repo](https:\u002F\u002Fgithub.com\u002Fharung1993\u002Fdollardollar), [Demo](https:\u002F\u002Fddby.finforward.xyz\u002F), [Fund](https:\u002F\u002Fbuymeacoffee.com\u002FcCFW6gZz28)) Self-hosted money management and expense splitting web service. `(server, flask)`\n  1. **Elixire** - ([Repo](https:\u002F\u002Fgitlab.com\u002Felixire\u002Felixire), [Home](https:\u002F\u002Felixi.re\u002F), [Docs](https:\u002F\u002Fgitlab.com\u002Felixire\u002Fapi-docs)) Featureful file host and link shortener with API and support for multiple vanity urls. `(server)`\n  1. **FlaskBB** - ([Repo](https:\u002F\u002Fgithub.com\u002Fflaskbb\u002Fflaskbb), [Home](https:\u002F\u002Fflaskbb.org\u002F), [Demo](https:\u002F\u002Fforums.flaskbb.org\u002F), [Docs](https:\u002F\u002Fflaskbb.readthedocs.io\u002Fen\u002Flatest)) A classic web forum application (bulletin board) with a modern look. `(server)`\n  1. **gPodder** - ([Repo](https:\u002F\u002Fgithub.com\u002Fgpodder\u002Fgpodder), [Home](https:\u002F\u002Fgpodder.org\u002F)) Simple, mature media aggregator and podcast client. `(linux, windows, mac, gtk)`\n  1. **Grafana OnCall** - ([Repo](https:\u002F\u002Fgithub.com\u002Fgrafana\u002Foncall), [Docs](https:\u002F\u002Fgrafana.com\u002Fdocs\u002Fgrafana-cloud\u002Foncall\u002Fopen-source)) Developer-friendly incident response with brilliant Slack integration, with a PagerDuty migration path. `(server, corp, django)`\n  1. **hosts** - ([Repo](https:\u002F\u002Fgithub.com\u002FStevenBlack\u002Fhosts)) Command-line application which merges reputable [hosts files](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FHosts_(file)) with deduplication for the purpose of blocking undesirable websites via DNS blackhole. `(security, linux, windows, mac)`\n  1. **httpie** - ([Repo](https:\u002F\u002Fgithub.com\u002Fjakubroztocil\u002Fhttpie), [Home](https:\u002F\u002Fhttpie.org\u002F), [PyPI](https:\u002F\u002Fpypi.org\u002Fproject\u002Fhttpie)) Command-line HTTP client with JSON support, syntax highlighting, wget-like downloads, extensions, and more. `(dev, linux, windows, mac)`\n  1. **Isso** - ([Repo](https:\u002F\u002Fgithub.com\u002Fposativ\u002Fisso), [Home](https:\u002F\u002Fposativ.org\u002Fisso)) Lightweight commenting server, designed as a drop-in replacement for Disqus. `(server)`\n  1. **KindleEar** - ([Repo](https:\u002F\u002Fgithub.com\u002Fcdhigh\u002FKindleEar), [Docs](https:\u002F\u002Fgithub.com\u002Fcdhigh\u002FKindleEar\u002Fblob\u002Fmaster\u002Freadme_EN.md)) Web application to automatically aggregate RSS into periodical mobi\u002Fepub files with images and send it to your kindle or your email. `(server)`\n  1. **liberapay.com** - ([Repo](https:\u002F\u002Fgithub.com\u002Fliberapay\u002Fliberapay.com), [Home](https:\u002F\u002Fliberapay.com\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FLiberapay)) A recurrent donations platform, formerly known as gittip and gratipay. `(server)`\n  1. **Mealie** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmealie-recipes\u002Fmealie), [Home](https:\u002F\u002Fmealie.io\u002F), [Demo](https:\u002F\u002Fdemo.mealie.io\u002Flogin), [Fund](https:\u002F\u002Fgithub.com\u002Fsponsors\u002Fhay-kot), [Docs](https:\u002F\u002Fnightly.mealie.io\u002F)) Self-hostable recipe management server with rich user interface and automatic backups. `(organization, server, fastapi)`\n  1. **Mylar** - ([Repo](https:\u002F\u002Fgithub.com\u002Fevilhero\u002Fmylar)) A web-based automated comic book downloader (cbr\u002Fcbz) for use with SABnzbd, NZBGet, and torrents. `(graphics, linux)`\n  1. **Neubot** - ([Repo](https:\u002F\u002Fgithub.com\u002Fneubot\u002Fneubot), [Home](http:\u002F\u002Fwww.neubot.org\u002F)) Lightweight agent which collects data for net-neutrality research. `(linux, windows, mac)`\n  1. **NewsBlur** - ([Repo](https:\u002F\u002Fgithub.com\u002Fsamuelclay\u002FNewsBlur), [Home](https:\u002F\u002Fwww.newsblur.com\u002F)) Web-based personal news reader. `(server, django)`\n  1. **Newspipe** - ([Repo](https:\u002F\u002Fgit.sr.ht\u002F~cedric\u002Fnewspipe), [Home](https:\u002F\u002Fwww.newspipe.org\u002F), [gh](https:\u002F\u002Fgithub.com\u002Fcedricbonhomme\u002Fnewspipe), [Docs](https:\u002F\u002Fnewspipe.readthedocs.io\u002Fen\u002Flatest)) Web-based news aggregator and reader. `(server)`\n  1. **nsupdate.info** - ([Repo](https:\u002F\u002Fgithub.com\u002Fnsupdate-info\u002Fnsupdate.info), [PyPI](https:\u002F\u002Fpypi.org\u002Fproject\u002Fnsupdate), [Docs](https:\u002F\u002Fnsupdateinfo.readthedocs.io\u002Fen\u002Flatest)) Featureful dynamic DNS service, using the Dynamic DNS UPDATE protocol ([RFC 2136](https:\u002F\u002Ftools.ietf.org\u002Fhtml\u002Frfc2136)) to update BIND and other major nameservers. `(ops, server)`\n  1. **Nyaa** - ([Repo](https:\u002F\u002Fgithub.com\u002Fnyaadevs\u002Fnyaa)) Bittorrent tracker software built for anime site [nyaa.si](https:\u002F\u002Fnyaa.si\u002F). `(server)`\n  1. **Open Event Server** - ([Repo](https:\u002F\u002Fgithub.com\u002Ffossasia\u002Fopen-event-server), [Demo](https:\u002F\u002Fapi.eventyay.com\u002F)) Enable event organizers to manage events from meetups to concerts to conferences, with support for multiple tracks and venues. Used by [FOSSASIA](https:\u002F\u002Ffossasia.org\u002F) and [eventyay](https:\u002F\u002Feventyay.com\u002F). `(organization, server)`\n  1. **Pi-Hole** - ([Repo](https:\u002F\u002Fgithub.com\u002Fpi-hole\u002Fpi-hole), [Home](https:\u002F\u002Fpi-hole.net\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FPi-hole)) Linux network-level advertisement and internet tracker blocking application which acts as a DNS sinkhole, and (optionally) a DHCP server, intended for use on a private network. `(linux, server)`\n  1. **Planet** - ([Repo](https:\u002F\u002Fgithub.com\u002Fpython\u002Fplanet), [Home](https:\u002F\u002Fweb.archive.org\u002Fweb\u002F20051029095046\u002Fhttp%3A\u002Fwww.planetplanet.org), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FPlanet_%28software%29)) RSS and Atom feed aggregator, designed to collect posts from the weblogs of members of an Internet community and display them on a single page. Used to power [Planet Python](https:\u002F\u002Fplanetpython.org\u002F) and many more. `(server)`\n  1. **Pol** - ([Repo](https:\u002F\u002Fgithub.com\u002Ftaroved\u002Fpol), [Home](https:\u002F\u002Fpolitepol.com\u002F)) Web application which allows users to subscribe to changes on a web site via an autogenerated RSS feed. `(server)`\n  1. **PostHog** - ([Repo](https:\u002F\u002Fgithub.com\u002FPostHog\u002Fposthog), [Home](https:\u002F\u002Fposthog.com\u002F), [Docs](https:\u002F\u002Fposthog.com\u002Fdocs)) Self-hostable product analytics for tracking events, visualizing funnels, and much more. `(docker)`\n  1. **PyLoad** - ([Repo](https:\u002F\u002Fgithub.com\u002Fpyload\u002Fpyload), [Home](https:\u002F\u002Fpyload.net\u002F)) Download manager with a web interface and API. `(linux, windows, mac)`\n  1. **Qute Browser** - ([Repo](https:\u002F\u002Fgithub.com\u002Fqutebrowser\u002Fqutebrowser), [Home](https:\u002F\u002Fwww.qutebrowser.org\u002F)) Keyboard-driven, minimal, `vim`-like browser based on PyQt5. `(linux, windows, mac, qt5)`\n  1. **Reddit** - ([Repo](https:\u002F\u002Fgithub.com\u002Freddit-archive\u002Freddit), [Home](http:\u002F\u002Freddit.com\u002F)) Social news forum with voting, commenting, karma, and more. (Archival repo from 2017.) `(server)`\n  1. **SABnzbd** - ([Repo](https:\u002F\u002Fgithub.com\u002Fsabnzbd\u002Fsabnzbd), [Home](https:\u002F\u002Fsabnzbd.org\u002F), [Docs](https:\u002F\u002Fsabnzbd.org\u002Fwiki)) Simple, cross-platform newsreader for downloading from Usenet. Supports many integrations and 16 languages. `(linux, windows, mac, server)`\n  1. **Searx** - ([Repo](https:\u002F\u002Fgithub.com\u002Fasciimoo\u002Fsearx), [Docs](https:\u002F\u002Fasciimoo.github.io\u002Fsearx)) Self-hosted metasearch engine, aggregating results from more than 70 services while avoiding tracking and profiling. `(security, server, flask)`\n  1. **speedtest-cli** - ([Repo](https:\u002F\u002Fgithub.com\u002Fsivel\u002Fspeedtest-cli), [PyPI](https:\u002F\u002Fpypi.org\u002Fproject\u002Fspeedtest-cli)) Command-line interface for testing Internet bandwidth using [speedtest.net](https:\u002F\u002Fspeedtest.net). `(console)`\n  1. **streamlink** - ([Repo](https:\u002F\u002Fgithub.com\u002Fstreamlink\u002Fstreamlink), [Home](https:\u002F\u002Fstreamlink.github.io\u002F), [PyPI](https:\u002F\u002Fpypi.org\u002Fproject\u002Fstreamlink)) Command-line utility that extracts streams from various services and pipes them into a video player of choice. `(linux, windows, mac)`\n  1. **syncserver** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmozilla-services\u002Fsyncserver), [Docs](https:\u002F\u002Fmozilla-services.readthedocs.io\u002Fen\u002Flatest\u002Fhowtos\u002Frun-sync-1.5.html)) All-in-one package for running a self-hosted Mozilla Firefox Sync server. `(server)`\n  1. **Tautulli** - ([Repo](https:\u002F\u002Fgithub.com\u002FTautulli\u002FTautulli), [Home](https:\u002F\u002Ftautulli.com\u002F), [Fund](https:\u002F\u002Fwww.patreon.com\u002FTautulli)) Web monitor for Plex Media Server. `(video, server)`\n  1. **Tribler** - ([Repo](https:\u002F\u002Fgithub.com\u002FTribler\u002Ftribler), [Home](http:\u002F\u002Fwww.tribler.org\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FTribler)) Privacy enhanced BitTorrent client with P2P content discovery. `(linux, windows, mac, qt5)`\n  1. **You-Get** - ([Repo](https:\u002F\u002Fgithub.com\u002Fsoimort\u002Fyou-get), [Home](https:\u002F\u002Fyou-get.org\u002F)) Command-line program to browserlessly scrape and stream video, audio, and images from web sites. `(linux, windows, mac)`\n  1. **youtube-dl** - ([Repo](https:\u002F\u002Fgithub.com\u002Frg3\u002Fyoutube-dl), [Home](http:\u002F\u002Frg3.github.io\u002Fyoutube-dl), [PyPI](https:\u002F\u002Fpypi.org\u002Fproject\u002Fyoutube_dl)) Command-line program to browserlessly archive video and audio from YouTube and hundreds of other sites. `(linux, windows, mac)`\n  1. **ZeroNet** - ([Repo](https:\u002F\u002Fgithub.com\u002FHelloZeroNet\u002FZeroNet), [Home](https:\u002F\u002Fzeronet.io\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FZeroNet), [Docs](https:\u002F\u002Fzeronet.readthedocs.io\u002Fen\u002Flatest)) Open, free, and uncensorable websites, using Bitcoin cryptography and BitTorrent network. `(linux, windows, mac)`\n\n## \u003Ca id=\"tag-audio\" href=\"#tag-audio\">Audio\u003C\u002Fa>\n\n  1. **Beets** - ([Repo](https:\u002F\u002Fgithub.com\u002Fbeetbox\u002Fbeets), [Home](http:\u002F\u002Fbeets.io\u002F), [PyPI](https:\u002F\u002Fpypi.org\u002Fproject\u002Fbeets)) Feature-rich command-line music library manager with web UI, duplicate detection, transcoding, and tagging support, integrating with MusicBrainz, Discogs, and more. `(linux, windows, mac)`\n  1. **Exaile** - ([Repo](https:\u002F\u002Fgithub.com\u002Fexaile\u002Fexaile), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FExaile)) Cross-platform audio player, tag editor, and library organizer. `(linux, windows, mac, gtk)`\n  1. **Frescobaldi** - ([Repo](https:\u002F\u002Fgithub.com\u002Fwbsoft\u002Ffrescobaldi), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FFrescobaldi_%28software%29)) An editor for [LilyPond](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FLilyPond) music files. `(linux, windows, mac, qt)`\n  1. **Friture** - ([Repo](https:\u002F\u002Fgithub.com\u002Ftlecomte\u002Ffriture), [Home](http:\u002F\u002Ffriture.org\u002F)) Visualizes and analyzes live audio data in real-time, including scope, spectrum analyzer, rolling 2D spectrogram, and more. `(linux, windows, mac, qt5)`\n  1. **Funkwhale** - ([Repo](https:\u002F\u002Fdev.funkwhale.audio\u002Ffunkwhale\u002Ffunkwhale), [Home](https:\u002F\u002Ffunkwhale.audio\u002Fen_US), [Docs](https:\u002F\u002Fdocs.funkwhale.audio\u002F)) Web-based, community-driven project that lets you listen and share music and audio within a decentralized, open network. `(server)`\n  1. **GNU Radio** - ([Repo](https:\u002F\u002Fgithub.com\u002Fgnuradio\u002Fgnuradio), [Home](https:\u002F\u002Fwww.gnuradio.org\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FGNU_Radio)) Software development toolkit that provides signal processing blocks to implement software-defined radios and signal-processing systems. `(linux, windows, mac, cpp, qt)`\n  1. **GNU Solfege** - ([Repo](http:\u002F\u002Fgit.savannah.gnu.org\u002Fcgit\u002Fsolfege.git), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FGNU_Solfege)) An ear-training program intended to help musicians improve their skills. `(linux, windows, mac, gtk)`\n  1. **Mopidy** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmopidy\u002Fmopidy), [Home](https:\u002F\u002Fwww.mopidy.com\u002F)) Extensible music player server with plugin support for a wide range of services. `(server)`\n  1. **Music Player** - ([Repo](https:\u002F\u002Fgithub.com\u002Falbertz\u002Fmusic-player), [Home](http:\u002F\u002Falbertz.github.io\u002Fmusic-player)) A simple music player designed around an infinite intelligent playlist, with support for headless playback. `(linux, mac)`\n  1. **MusicBrainz Picard** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmetabrainz\u002Fpicard), [Home](https:\u002F\u002Fpicard.musicbrainz.org\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FMusicBrainz_Picard)) Automatically identify, tag, and organize music albums and other digital audio recordings. `(linux, windows, mac, qt)`\n  1. **PuddleTag** - ([Repo](https:\u002F\u002Fgithub.com\u002Fkeithgg\u002Fpuddletag), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FPuddletag)) An audio tag (metadata) editor for audio file formats. `(linux, qt4)`\n  1. **Quod Libet** - ([Repo](https:\u002F\u002Fgithub.com\u002Fquodlibet\u002Fquodlibet), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FQuod_Libet_%28software%29)) Cross-platform audio player, tag editor, and library organizer. `(linux, windows, mac, gtk)`\n  1. **SoundConverter** - ([Repo](https:\u002F\u002Fgithub.com\u002Fkassoulet\u002Fsoundconverter), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FGNOME_SoundConverter)) A GNOME-based audio file transcoder. `(linux, gtk)`\n  1. **SoundGrain** - ([Repo](https:\u002F\u002Fgithub.com\u002Fbelangeo\u002Fsoundgrain), [Home](http:\u002F\u002Fajaxsoundstudio.com\u002Fsoftware\u002Fsoundgrain), [Fund](https:\u002F\u002Fwww.paypal.com\u002Fcgi-bin\u002Fwebscr?cmd=_s-xclick&hosted_button_id=9CA99DH6ES3HA)) Graphical interface designed for drawing and editing trajectories to control [granular sound synthesis](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FGranular_synthesis). `(linux, windows, mac)`\n  1. **Stargate DAW** - ([Repo](https:\u002F\u002Fgithub.com\u002Fstargatedaw\u002Fstargate)) All-in-one Digital Audio Workstation (DAW) with a suite of instrument and effect plugins. `(linux, windows, mac, qt56)`\n  1. **Supysonic** - ([Repo](https:\u002F\u002Fgithub.com\u002Fspl0k\u002Fsupysonic)) Implementation of the [Subsonic server API](http:\u002F\u002Fwww.subsonic.org\u002F), with support for browsing, streaming, transcoding, scrobbling, and more. `(server)`\n  1. **Whipper** - ([Repo](https:\u002F\u002Fgithub.com\u002Fwhipper-team\u002Fwhipper)) A CLI-based CD Audio ripper designed for accuracy over speed, with support for overriding hardware caches, accuracy verification, MusicBrainz metadata lookup, hidden tracks, FLAC, and much more. `(linux)`\n\n## \u003Ca id=\"tag-video\" href=\"#tag-video\">Video\u003C\u002Fa>\n\n  1. **Flowblade** - ([Repo](https:\u002F\u002Fgithub.com\u002Fjliljebl\u002Fflowblade), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FFlowblade)) Multitrack, non-linear video editing software for Linux. `(linux, gtk)`\n  1. **Open Streaming Platform** - ([Repo](https:\u002F\u002Fgitlab.com\u002FDeamos\u002Fflask-nginx-rtmp-manager)) Self-hosted video streaming and recording server, designed as an alternative to Twitch and YouTube. `(games, server)`\n  1. **OpenShot** - ([Repo](https:\u002F\u002Fgithub.com\u002FOpenShot\u002Fopenshot-qt), [Home](https:\u002F\u002Fwww.openshot.org\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FOpenShot), [Fund](https:\u002F\u002Fwww.patreon.com\u002Fopenshot)) A cross-platform video editor for FreeBSD, Linux, macOS, and Windows. `(linux, windows, mac, qt5)`\n  1. **Pitivi** - ([Repo](https:\u002F\u002Fgitlab.gnome.org\u002FGNOME\u002Fpitivi), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FPitivi)) Non-linear video editor for Linux, based on GStreamer. `(linux, gtk)`\n  1. **Plumi** - ([Repo](https:\u002F\u002Fgithub.com\u002Fplumi\u002Fplumi.app), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FPlumi)) Video sharing content management system based on [Plone](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FPlone_(software)). `(cms, server, plone)`\n  1. **PyVideo** - ([Repo](https:\u002F\u002Fgithub.com\u002Fpyvideo\u002Fpyvideo), [Home](https:\u002F\u002Fpyvideo.org\u002F)) Static media index custom-built for the Python community, and all the content our meetings and conferences produce. `(static_site, linux, server)`\n  1. **Tautulli** - ([Repo](https:\u002F\u002Fgithub.com\u002FTautulli\u002FTautulli), [Home](https:\u002F\u002Ftautulli.com\u002F), [Fund](https:\u002F\u002Fwww.patreon.com\u002FTautulli)) Web monitor for Plex Media Server. `(internet, server)`\n  1. **Vidcutter** - ([Repo](https:\u002F\u002Fgithub.com\u002Fozmartian\u002Fvidcutter)) GUI and CLI aiming to be the fastest and simplest way to cut and join video. `(linux, windows, mac)`\n\n## \u003Ca id=\"tag-ai\" href=\"#tag-ai\">AI\u002FML\u003C\u002Fa>\n\n  1. **Aim** - ([Repo](https:\u002F\u002Fgithub.com\u002Faimhubio\u002Faim), [Home](https:\u002F\u002Faimstack.io\u002F), [Blog](https:\u002F\u002Faimstack.io\u002Fblog)) Aim is a self-hostable machine learning experiment tracker designed to handle 10,000s of training runs. `(linux, server, fastapi)`\n  1. **dvc (Data Version Control)** - ([Repo](https:\u002F\u002Fgithub.com\u002Fiterative\u002Fdvc), [Home](https:\u002F\u002Fdvc.org\u002F), [Docs](https:\u002F\u002Fdvc.org\u002Fdoc)) Command-line tool for version control over data used in machine learning projects. Aims to replace Excel and other tools used to track and deploy model versions. `(organization, scm, linux, windows, mac)`\n  1. **MLflow** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmlflow\u002Fmlflow), [Home](https:\u002F\u002Fmlflow.org\u002F), [Docs](https:\u002F\u002Fmlflow.org\u002Fdocs\u002Flatest\u002Findex.html)) Integrated command-line application and web service, supporting an end-to-end machine-learning workflow around tracking, packaging, and deploying. Developed by [Databricks](https:\u002F\u002Fdocs.databricks.com\u002Fapplications\u002Fmlflow\u002Findex.html). `(organization, dev, linux, mac, corp)`\n  1. **Polyaxon** - ([Repo](https:\u002F\u002Fgithub.com\u002Fpolyaxon\u002Fpolyaxon), [Home](https:\u002F\u002Fpolyaxon.com\u002F), [Docs](https:\u002F\u002Fdocs.polyaxon.com\u002F)) A web-based platform for reproducible and scalable machine learning experiment management and metrics-tracking, based on kubernetes, with support for TensorFlow, PyTorch, Keras, and many more. `(dev, server)`\n\n## \u003Ca id=\"tag-graphics\" href=\"#tag-graphics\">Graphics\u003C\u002Fa>\n\n  1. **cartoonify \u002F Draw This.** - ([Repo](https:\u002F\u002Fgithub.com\u002Fdanmacnish\u002Fcartoonify), [Home](https:\u002F\u002Fwww.kapwing.com\u002Fcartoonify)) Turn a photograph into a toddler's drawing. Automatically! `(console, docker, hardware)`\n  1. **Cura** - ([Repo](https:\u002F\u002Fgithub.com\u002FUltimaker\u002FCura), [Home](https:\u002F\u002Fultimaker.com\u002Fsoftware\u002Fultimaker-cura), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FCura_%28software%29), [Docs](https:\u002F\u002Fultimaker.com\u002Fen\u002Fresources\u002Fmanuals\u002Fsoftware)) Popular desktop software for preparation and control of 3D printing, integrated with CAD workflows. `(linux, windows, mac, corp, hardware)`\n  1. **DrawBot** - ([Repo](https:\u002F\u002Fgithub.com\u002Ftypemytype\u002Fdrawbot), [Home](http:\u002F\u002Fwww.drawbot.com\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FDrawBot)) A powerful programmatic 2D drawing application for MacOS X which generates graphics from Python scripts. `(education, dev, mac)`\n  1. **FreeCAD** - ([Repo](https:\u002F\u002Fgithub.com\u002FFreeCAD\u002FFreeCAD), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FFreeCAD)) General-purpose parametric 3D CAD modeler and a building information modeling (BIM) software with finite-element-method (FEM) support. `(linux, windows, mac, cpp, qt)`\n  1. **Gaphor** - ([Repo](https:\u002F\u002Fgithub.com\u002Fgaphor\u002Fgaphor), [Docs](https:\u002F\u002Fgaphor.readthedocs.io\u002Fen\u002Flatest)) Simple [UML](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FUnified_Modeling_Language) modeling tool designed for beginners. `(docs, linux, windows, mac, flatpak, gtk)`\n  1. **Lector** - ([Repo](https:\u002F\u002Fgithub.com\u002FBasioMeusPuga\u002FLector)) Desktop ebook reader and browser, with support for many formats, including comic book archives. `(linux)`\n  1. **MakeHuman** - ([Repo](https:\u002F\u002Fbitbucket.org\u002FMakeHuman\u002Fmakehuman), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FMakeHuman)) 3D computer graphics software designed for the prototyping of photo realistic humanoids. `(linux, windows, mac, qt)`\n  1. **Meshroom** - ([Repo](https:\u002F\u002Fgithub.com\u002Falicevision\u002Fmeshroom), [Home](http:\u002F\u002Falicevision.github.io\u002F)) Photogrammetry pipeline, for turning photographs into 3D models. `(linux, windows, mac, qt)`\n  1. **Mylar** - ([Repo](https:\u002F\u002Fgithub.com\u002Fevilhero\u002Fmylar)) A web-based automated comic book downloader (cbr\u002Fcbz) for use with SABnzbd, NZBGet, and torrents. `(internet, linux)`\n  1. **MyPaint** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmypaint\u002Fmypaint), [Home](http:\u002F\u002Fmypaint.org\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FMyPaint)) Raster graphics editor for digital painters with a focus on painting rather than image manipulation. `(linux, windows, mac, gtk)`\n  1. **napari** - ([Repo](https:\u002F\u002Fgithub.com\u002Fnapari\u002Fnapari), [Home](https:\u002F\u002Fnapari.org\u002F), [Fund](https:\u002F\u002Fnumfocus.org\u002Fdonate-to-napari)) A fast, interactive, multi-dimensional image viewer for annotation and analysis of large images. `(qt)`\n  1. **NFO Viewer** - ([Repo](https:\u002F\u002Fgithub.com\u002Fotsaloma\u002Fnfoview), [Home](https:\u002F\u002Fotsaloma.io\u002Fnfoview)) A simple viewer for NFO files and the ASCII art therein, with preset fonts, encodings, automatic window sizing, and clickable hyperlinks. `(misc, linux, windows)`\n  1. **OCRFeeder** - ([Repo](https:\u002F\u002Fgitlab.gnome.org\u002FGNOME\u002Focrfeeder), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FOCRFeeder)) An optical character recognition suite for GNOME, with support for command-line OCR engines like CuneiForm, GOCR, Ocrad and Tesseract. `(linux, gtk)`\n  1. **OCRopus** - ([Repo](https:\u002F\u002Fgithub.com\u002Ftmbdev\u002Focropy), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FOCRopus)) Document analysis and optical character recognition (OCR) system. `(linux, mac, console)`\n  1. **Octoprint** - ([Repo](https:\u002F\u002Fgithub.com\u002Ffoosel\u002FOctoPrint), [Home](https:\u002F\u002Foctoprint.org\u002F), [Fund](https:\u002F\u002Fwww.patreon.com\u002Ffoosel)) Web-based controller for consumer 3D printers. `(server, flask, hardware)`\n  1. **PhotoCollage** - ([Repo](https:\u002F\u002Fgithub.com\u002Fadrienverge\u002FPhotoCollage)) Automatically lays out a photo collage to fill out a given poster space. `(linux, gtk)`\n  1. **Photonix** - ([Repo](https:\u002F\u002Fgithub.com\u002Fdamianmoore\u002Fphotonix), [Home](https:\u002F\u002Fphotonix.org\u002F), [Demo](https:\u002F\u002Fdemo.photonix.org\u002F)) Web-based photo management, featuring smart filtering with object recognition, location awareness, color analysis, and more. `(server)`\n  1. **Pynocchio** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmstuttgart\u002Fpynocchio), [Home](https:\u002F\u002Fmstuttgart.github.io\u002Fpynocchio)) Minimalist comic reader, supporting many common image and archive formats. `(linux)`\n  1. **Quru Image Server** - ([Repo](https:\u002F\u002Fgithub.com\u002Fquru\u002Fqis), [Home](https:\u002F\u002Fwww.quruimageserver.com\u002F), [Demo](https:\u002F\u002Fimages.quru.com\u002Fdemo), [Docs](https:\u002F\u002Fgithub.com\u002Fquru\u002Fqis\u002Fblob\u002Fmaster\u002Fdoc\u002Foverview.md)) High-performance web server for creating and delivering dynamic images. `(server)`\n  1. **SK1** - ([Repo](https:\u002F\u002Fgithub.com\u002Fsk1project\u002Fsk1-wx), [Home](https:\u002F\u002Fsk1project.net\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FSK1_%28program%29)) Feature-rich, cross-platform illustration program. `(linux, windows, mac, gtk, wx)`\n  1. **Thumbor** - ([Repo](https:\u002F\u002Fgithub.com\u002Fthumbor\u002Fthumbor), [Home](http:\u002F\u002Fthumbor.org\u002F), [Docs](https:\u002F\u002Fthumbor.readthedocs.io\u002F)) Photo thumbnail service with resizing, flipping, and smart cropping of images. `(dev, server)`\n\n## \u003Ca id=\"tag-games\" href=\"#tag-games\">Games\u003C\u002Fa>\n\n  1. **Cataclysm: Dark Days Ahead (Launcher)** - ([Repo](https:\u002F\u002Fgithub.com\u002Fremyroy\u002FCDDA-Game-Launcher), [Home](https:\u002F\u002Fcataclysmdda.org\u002F)) Launcher for popular FOSS game [CDDA](https:\u002F\u002Fcataclysmdda.org\u002F), which supports automatic updates and mod management. `(linux, windows, mac)`\n  1. **Frets on Fire X** - ([Repo](https:\u002F\u002Fgithub.com\u002Ffofix\u002Ffofix)) Highly customizable rhythm game supporting many modes of guitar, bass, drum, and vocal gameplay for up to four players. `(linux, windows, pygame)`\n  1. **Lucas Chess** - ([Repo](https:\u002F\u002Fgithub.com\u002Flukasmonk\u002Flucaschess), [Home](http:\u002F\u002Flucaschess.pythonanywhere.com\u002F)) Featureful chess client for Windows, with some Linux support. `(linux, windows, qt4)`\n  1. **Lutris** - ([Repo](https:\u002F\u002Fgithub.com\u002Flutris\u002Flutris), [Home](https:\u002F\u002Flutris.net\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FLutris), [Fund](https:\u002F\u002Fwww.patreon.com\u002Flutris)) Gaming platform for GNU\u002FLinux, managing game installations with a unified interface. `(linux, gtk)`\n  1. **Open Streaming Platform** - ([Repo](https:\u002F\u002Fgitlab.com\u002FDeamos\u002Fflask-nginx-rtmp-manager)) Self-hosted video streaming and recording server, designed as an alternative to Twitch and YouTube. `(video, server)`\n  1. **PyChess** - ([Repo](https:\u002F\u002Fgithub.com\u002Fpychess\u002Fpychess), [Home](http:\u002F\u002Fpychess.org\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FPyChess)) Advanced chess client, suitable for new, casual, and competitive play. `(linux, windows, gtk)`\n  1. **Pyfa** - ([Repo](https:\u002F\u002Fgithub.com\u002Fpyfa-org\u002FPyfa)) Python Fitting Assistant, cross-platform experimentation tool for [EVE Online](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FEve_Online) ship fittings. `(linux, windows, mac)`\n  1. **PySolFC** - ([Repo](https:\u002F\u002Fgithub.com\u002Fshlomif\u002FPySolFC), [Home](https:\u002F\u002Fpysolfc.sourceforge.io\u002F), [Android](https:\u002F\u002Ff-droid.org\u002Fen\u002Fpackages\u002Forg.lufebe16.pysolfc)) Highly-portable collection of solitaire card games. `(linux, windows, android, kivy, tk)`\n  1. **term2048** - ([Repo](https:\u002F\u002Fgithub.com\u002Fbfontaine\u002Fterm2048), [PyPI](https:\u002F\u002Fpypi.python.org\u002Fpypi\u002Fterm2048)) TUI version of [2048](http:\u002F\u002Fgabrielecirulli.github.io\u002F2048\u002F). `(linux, mac, tui)`\n  1. **Unknown Horizons** - ([Repo](https:\u002F\u002Fgithub.com\u002Funknown-horizons\u002Funknown-horizons), [Home](http:\u002F\u002Funknown-horizons.org\u002F)) 2D real-time strategy simulation with an emphasis on economy and city building. (Not unlike Age of Empires) `(linux, windows, mac)`\n\n## \u003Ca id=\"tag-productivity\" href=\"#tag-productivity\">Productivity\u003C\u002Fa>\n\n  1. **Autokey** - ([Repo](https:\u002F\u002Fgithub.com\u002Fautokey\u002Fautokey), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FAutoKey), [PyPI](https:\u002F\u002Fpypi.org\u002Fproject\u002Fautokey)) Desktop automation utility for Linux and X11. `(linux, gtk, qt)`\n  1. **Bleachbit** - ([Repo](https:\u002F\u002Fgithub.com\u002Fbleachbit\u002Fbleachbit), [Home](https:\u002F\u002Fwww.bleachbit.org\u002F)) System cleaner designed to free disk space and maintain privacy. `(linux, windows, gtk)`\n  1. **BorgBackup** - ([Repo](https:\u002F\u002Fgithub.com\u002Fborgbackup\u002Fborg), [Home](https:\u002F\u002Fwww.borgbackup.org\u002F)) Deduplicating backup system with optional encryption and other features. `(linux)`\n  1. **Bup** - ([Repo](https:\u002F\u002Fgithub.com\u002FBup\u002FBup), [Home](https:\u002F\u002Fbup.github.io\u002F)) Efficient backup system based on the git packfile format, providing fast incremental saves and global deduplication. `(linux, mac)`\n  1. **Duplicity** - ([Repo](https:\u002F\u002Fgitlab.com\u002Fduplicity\u002Fduplicity), [Home](https:\u002F\u002Fduplicity.us\u002F), [Docs](https:\u002F\u002Fduplicity.us\u002Fdocs.html)) Encrypted bandwidth-efficient backup tool, using the rsync algorithm. `(storage, linux)`\n  1. **Excalibur** - ([Repo](https:\u002F\u002Fgithub.com\u002Fcamelot-dev\u002Fexcalibur)) Web interface to extract tabular data from PDFs. `(linux, windows)`\n  1. **Glances** - ([Repo](https:\u002F\u002Fgithub.com\u002Fnicolargo\u002Fglances), [Home](https:\u002F\u002Fnicolargo.github.io\u002Fglances), [Docs](https:\u002F\u002Fglances.readthedocs.io\u002Fen\u002Fstable)) A cross-platform top\u002Fhtop alternative, providing an overview of system resources. `(ops, linux, windows, mac, server)`\n  1. **gmvault** - ([Repo](https:\u002F\u002Fgithub.com\u002Fgaubert\u002Fgmvault), [Home](http:\u002F\u002Fgmvault.org\u002F)) Tool for backing up gmail accounts. `(linux, windows, mac, qt5)`\n  1. **Gridsync** - ([Repo](https:\u002F\u002Fgithub.com\u002Fgridsync\u002Fgridsync)) Cross-platform GUI built to synchronize local directories with Tahoe-LAFS storage grids. `(storage, linux, windows, mac)`\n  1. **GTimeLog** - ([Repo](https:\u002F\u002Fgithub.com\u002Fgtimelog\u002Fgtimelog), [Home](https:\u002F\u002Fgtimelog.org\u002F), [Fund](https:\u002F\u002Fko-fi.com\u002Fmgedmin), [Docs](https:\u002F\u002Fgtimelog.org\u002Fdocs.html)) Desktop-based time tracker with support for logging billable\u002Fnon-billable work. `(organization, linux, windows, mac)`\n  1. **Kibitzr** - ([Repo](https:\u002F\u002Fgithub.com\u002Fkibitzr\u002Fkibitzr), [Home](https:\u002F\u002Fkibitzr.github.io\u002F), [PyPI](https:\u002F\u002Fpypi.org\u002Fproject\u002Fkibitzr), [Docs](https:\u002F\u002Fkibitzr.readthedocs.io\u002F)) Self-hosted personal assistant server for automating routine tasks. `(server)`\n  1. **Mackup** - ([Repo](https:\u002F\u002Fgithub.com\u002Flra\u002Fmackup), [PyPI](https:\u002F\u002Fpypi.org\u002Fproject\u002Fmackup)) Utility to back up and synchronize application settings, with support for several storage backends (e.g., Dropbox, Git), and dozens of applications. `(linux, mac)`\n  1. **Metamorphose** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmetamorphose\u002Fmetamorphose2), [Home](http:\u002F\u002Ffile-folder-ren.sourceforge.net\u002F)) Graphical mass renaming program for files and folders. `(linux, windows, mac, wx)`\n  1. **Nuxeo Drive** - ([Repo](https:\u002F\u002Fgithub.com\u002Fnuxeo\u002Fnuxeo-drive), [Home](https:\u002F\u002Fwww.nuxeo.com\u002Fproducts\u002Fdrive-desktop-sync), [Docs](https:\u002F\u002Fdoc.nuxeo.com\u002Fclient-apps\u002Fnuxeo-drive)) Cross-platform desktop synchronization client for the Nuxeo platform. `(storage, linux, windows, mac, console, appimage, lgpl, qt5)`\n  1. **nvda** - ([Repo](https:\u002F\u002Fgithub.com\u002Fnvaccess\u002Fnvda), [Home](https:\u002F\u002Fwww.nvaccess.org\u002F)) Non-Visual Desktop Access, a powerful screen reader for Windows. `(windows, wx)`\n  1. **OCRmyPDF** - ([Repo](https:\u002F\u002Fgithub.com\u002Focrmypdf\u002Focrmypdf), [Fund](https:\u002F\u002Fopencollective.com\u002Fjames-barlow), [Snap](https:\u002F\u002Fsnapcraft.io\u002Focrmypdf), [Docs](http:\u002F\u002Focrmypdf.readthedocs.io\u002F)) Adds an OCR text layer to scanned PDF files, enabling text search and selection. `(console)`\n  1. **PDF Arranger** - ([Repo](https:\u002F\u002Fgithub.com\u002Fpdfarranger\u002Fpdfarranger), [Snap](https:\u002F\u002Fsnapcraft.io\u002Fpdfarranger)) Merge and split PDF documents, as well as crop and rearrange pages. `(linux, windows, gtk)`\n  1. **Plover** - ([Repo](https:\u002F\u002Fgithub.com\u002Fopenstenoproject\u002Fplover), [Home](https:\u002F\u002Fwww.openstenoproject.org\u002Fplover), [Fund](https:\u002F\u002Fwww.openstenoproject.org\u002Fdonate), [Docs](https:\u002F\u002Fgithub.com\u002Fopenstenoproject\u002Fplover\u002Fwiki)) Background service for automatic translation of stenography movements to keystrokes, enabling typing speeds in excess of 200WPM in any application. `(linux, windows, mac, hardware, qt5)`\n  1. **Psono** - ([Repo](https:\u002F\u002Fgitlab.com\u002Fpsono\u002Fpsono-server), [Home](https:\u002F\u002Fpsono.com\u002F), [Demo](https:\u002F\u002Fwww.psono.pw\u002F), [Docs](https:\u002F\u002Fdoc.psono.com\u002F)) Server-based password manager, built for teams. `(security, server)`\n  1. **Ranger** - ([Repo](https:\u002F\u002Fgithub.com\u002Franger\u002Franger), [Home](https:\u002F\u002Franger.github.io\u002F)) TUI ([Text User Interface](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FText-based_user_interface)) file manager, inspired by vim. `(linux, tui)`\n  1. **Redash** - ([Repo](https:\u002F\u002Fgithub.com\u002Fgetredash\u002Fredash), [Home](https:\u002F\u002Fredash.io\u002F)) Data visualization and dashboard construction geared toward business intelligence, used by Mozilla, SoundCloud, Sentry, and others. `(server, flask)`\n  1. **ReproZip** - ([Repo](https:\u002F\u002Fgithub.com\u002FVIDA-NYU\u002Freprozip), [Home](https:\u002F\u002Fwww.reprozip.org\u002F), [Demo](https:\u002F\u002Fexamples.reprozip.org\u002F), [PyPI](https:\u002F\u002Fpypi.org\u002Fproject\u002Freprozip), [Docs](https:\u002F\u002Fdocs.reprozip.org\u002F)) Command-line tool which automatically builds reproducible experiments archives from console commands, designed for use in computational science. `(science, linux)`\n  1. **Sunflower** - ([Repo](https:\u002F\u002Fgithub.com\u002FMeanEYE\u002FSunflower), [Home](http:\u002F\u002Fsunflower-fm.org\u002F)) Small and highly-customizable twin-panel file manager for Linux with plugin support. `(linux)`\n  1. **Superset** - ([Repo](https:\u002F\u002Fgithub.com\u002Fapache\u002Fincubator-superset), [Docs](http:\u002F\u002Fsuperset.apache.org\u002F)) Data exploration, visualization, and business intelligence web application. `(server)`\n  1. **VisiData** - ([Repo](https:\u002F\u002Fgithub.com\u002Fsaulpw\u002Fvisidata), [Home](https:\u002F\u002Fvisidata.org\u002F), [Fund](https:\u002F\u002Fpatreon.com\u002Fsaulpw), [PyPI](https:\u002F\u002Fpypi.org\u002Fproject\u002Fvisidata), [Docs](https:\u002F\u002Fvisidata.org\u002Fdocs)) Interactive multitool for exploring, analyzing, and converting datasets in the terminal. `(linux, mac, tui)`\n  1. **Vorta** - ([Repo](https:\u002F\u002Fgithub.com\u002Fborgbase\u002Fvorta), [Home](https:\u002F\u002Fvorta.borgbase.com\u002F)) GUI backup client built on top of [BorgBackup](https:\u002F\u002Fborgbackup.readthedocs.io\u002F). `(linux, mac)`\n  1. **wttr.in** - ([Repo](https:\u002F\u002Fgithub.com\u002Fchubin\u002Fwttr.in), [Home](http:\u002F\u002Fwttr.in\u002F)) Weather forecast service that supports various representations, suitable for the terminal or web browser. `(server, flask)`\n\n## \u003Ca id=\"tag-organization\" href=\"#tag-organization\">Organization\u003C\u002Fa>\n\n  1. **Ambar** - ([Repo](https:\u002F\u002Fgithub.com\u002FRD17\u002Fambar), [Home](https:\u002F\u002Fambar.cloud\u002F), [Demo](https:\u002F\u002Fapp.ambar.cloud\u002F), [Docs](https:\u002F\u002Fambar.cloud\u002Fdocs\u002Fsystem-requirements)) Document search engine with automated crawling, OCR, tagging, and instant full-text search. `(server)`\n  1. **ArchiveBox** - ([Repo](https:\u002F\u002Fgithub.com\u002Fpirate\u002FArchiveBox), [Home](https:\u002F\u002Farchivebox.io\u002F), [Docs](https:\u002F\u002Fgithub.com\u002Fpirate\u002FArchiveBox\u002Fwiki)) Self-hosted web archive, for creating local, browsable backups of content from the web. Imports HTML, JS, PDFs, video, subtitles, git repositories, and more, from Pocket, Pinboard, browser history, etc. `(internet, linux, windows, docker)`\n  1. **archivematica** - ([Repo](https:\u002F\u002Fgithub.com\u002Fartefactual\u002Farchivematica), [Home](https:\u002F\u002Fwww.archivematica.org\u002Fen), [Docs](https:\u002F\u002Fwww.archivematica.org\u002Fen\u002Fdocs)) Digital preservation system designed to maintain standards-based, long-term access to collections of digital objects, targeted at archivists and librarians. `(internet, server)`\n  1. **Baby Buddy** - ([Repo](https:\u002F\u002Fgithub.com\u002Fcdubz\u002Fbabybuddy), [Demo](http:\u002F\u002Fdemo.baby-buddy.net\u002F)) Mobile-friendly web application which helps caregivers track sleep, feedings, diaper changes, and tummy time to learn about and predict baby's needs without (as much) guesswork. `(server)`\n  1. **Baserow** - ([Repo](https:\u002F\u002Fgitlab.com\u002Fbramw\u002Fbaserow), [Home](https:\u002F\u002Fbaserow.io\u002F), [gh](https:\u002F\u002Fgithub.com\u002Fbram2w\u002Fbaserow), [Docs](https:\u002F\u002Fbaserow.io\u002Fdocs)) Web-based no-code persistence platform, like a database meets a spreadsheet, with a REST API. `(storage, server, django)`\n  1. **beancount** - ([Repo](https:\u002F\u002Fbitbucket.org\u002Fblais\u002Fbeancount), [Home](http:\u002F\u002Ffurius.ca\u002Fbeancount), [gh](https:\u002F\u002Fgithub.com\u002Fbeancount\u002Fbeancount), [PyPI](https:\u002F\u002Fpypi.org\u002Fproject\u002Fbeancount), [Docs](https:\u002F\u002Fdocs.google.com\u002Fdocument\u002Fd\u002F1RaondTJCS_IUPBHFNdT8oqFKJjVJDsfsn6JEjBG04eA\u002Fedit)) A double-entry bookkeeping language to define financial transaction records in plain text, then generate a variety of reports, via CLI and web interface. (See also, [Plain Text Accounting](https:\u002F\u002Fplaintextaccounting.org\u002F)). `(linux, windows, mac)`\n  1. **Bookwyrm** - ([Repo](https:\u002F\u002Fgithub.com\u002Fbookwyrm-social\u002Fbookwyrm), [Home](https:\u002F\u002Fbookwyrm.social\u002F)) Social reading and reviewing, decentralized with ActivityPub. `(internet, communication, server, django)`\n  1. **buku** - ([Repo](https:\u002F\u002Fgithub.com\u002Fjarun\u002Fbuku), [Fund](https:\u002F\u002Fwww.paypal.com\u002Fcgi-bin\u002Fwebscr?cmd=_s-xclick&hosted_button_id=RMLTQ76JSXJ4Q), [Docs](https:\u002F\u002Fgithub.com\u002Fjarun\u002Fbuku\u002Fwiki)) Browser-independent bookmark manager with CLI and web server frontends, with integrations for browsers, cloud-based bookmark managers, and emacs. `(internet, linux, windows, mac, server)`\n  1. **Byro** - ([Repo](https:\u002F\u002Fgithub.com\u002Fbyro\u002Fbyro), [Docs](https:\u002F\u002Fbyro.readthedocs.io\u002F)) Web-based membership administration tool for small and medium sized clubs\u002FNGOs\u002Fassociations of all kinds, with a focus on the DACH region. `(server)`\n  1. **Calibre** - ([Repo](https:\u002F\u002Fgithub.com\u002Fkovidgoyal\u002Fcalibre), [Home](https:\u002F\u002Fcalibre-ebook.com\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FCalibre_%28software%29), [Fund](https:\u002F\u002Fwww.patreon.com\u002Fkovidgoyal)) E-book manager designed for viewing, converting, editing, and cataloging e-books in all major formats. `(linux, windows, mac, qt5)`\n  1. **Calibre-Web** - ([Repo](https:\u002F\u002Fgithub.com\u002Fjaneczku\u002Fcalibre-web)) Web application providing a clean interface for browsing, reading, and downloading ebooks using an existing [Calibre](https:\u002F\u002Fcalibre-ebook.com\u002F) database. `(linux)`\n  1. **CherryTree** - ([Repo](https:\u002F\u002Fgithub.com\u002Fgiuspen\u002Fcherrytree), [Home](https:\u002F\u002Fwww.giuspen.com\u002Fcherrytree)) Hierarchical wiki-like personal notepad, featuring rich text and syntax highlighting. `(linux, windows, gtk)`\n  1. **Collaborate** - ([Repo](https:\u002F\u002Fgithub.com\u002Fpropublica\u002Fdjango-collaborative), [Docs](https:\u002F\u002Fpropublica.gitbook.io\u002Fcollaborate-user-manual)) Web-based collaboration tool designed by [Propublica](https:\u002F\u002Fwww.propublica.org\u002Fnerds\u002Fmaking-collaborative-data-projects-easier-our-new-tool-collaborate-is-here) for newsrooms to share datasets, with a workflow built around assigning tips and maintaining contacts. `(communication, server)`\n  1. **CouchPotato** - ([Repo](https:\u002F\u002Fgithub.com\u002FCouchPotato\u002FCouchPotatoServer), [Home](http:\u002F\u002Fcouchpota.to\u002F)) Personal video recorder focused on movies, with support for usenet and torrents. `(linux, windows, mac)`\n  1. **dupeGuru** - ([Repo](https:\u002F\u002Fgithub.com\u002Farsenetar\u002Fdupeguru), [Home](https:\u002F\u002Fdupeguru.voltaicideas.net\u002F), [Docs](https:\u002F\u002Fdupeguru.voltaicideas.net\u002Fhelp\u002Fen)) Cross-platform GUI tool to find duplicate files. `(linux, windows, mac)`\n  1. **dvc (Data Version Control)** - ([Repo](https:\u002F\u002Fgithub.com\u002Fiterative\u002Fdvc), [Home](https:\u002F\u002Fdvc.org\u002F), [Docs](https:\u002F\u002Fdvc.org\u002Fdoc)) Command-line tool for version control over data used in machine learning projects. Aims to replace Excel and other tools used to track and deploy model versions. `(ai, scm, linux, windows, mac)`\n  1. **fava** - ([Repo](https:\u002F\u002Fgithub.com\u002Fbeancount\u002Ffava), [Demo](https:\u002F\u002Ffava.pythonanywhere.com\u002Fhuge-example-file\u002Fincome_statement), [Docs](https:\u002F\u002Fbeancount.github.io\u002Ffava)) Web interface for the double-entry bookkeeping software [Beancount](http:\u002F\u002Ffurius.ca\u002Fbeancount\u002F) with a focus on features and usability. `(linux, windows, mac)`\n  1. **Gramps** - ([Repo](https:\u002F\u002Fgithub.com\u002Fgramps-project\u002Fgramps), [Home](https:\u002F\u002Fgramps-project.org\u002F)) Genealogy software that is both intuitive for hobbyists and feature-complete for professional genealogists. `(linux, windows, mac, gtk)`\n  1. **GTimeLog** - ([Repo](https:\u002F\u002Fgithub.com\u002Fgtimelog\u002Fgtimelog), [Home](https:\u002F\u002Fgtimelog.org\u002F), [Fund](https:\u002F\u002Fko-fi.com\u002Fmgedmin), [Docs](https:\u002F\u002Fgtimelog.org\u002Fdocs.html)) Desktop-based time tracker with support for logging billable\u002Fnon-billable work. `(productivity, linux, windows, mac)`\n  1. **Headphones** - ([Repo](https:\u002F\u002Fgithub.com\u002Frembo10\u002Fheadphones), [Docs](https:\u002F\u002Fgithub.com\u002Frembo10\u002Fheadphones\u002Fwiki)) Web-based digital music library for automating music downloads through Usenet and torrents. `(linux, windows, mac)`\n  1. **ihatemoney** - ([Repo](https:\u002F\u002Fgithub.com\u002Fspiral-project\u002Fihatemoney), [Home](https:\u002F\u002Fihatemoney.org\u002F), [Docs](https:\u002F\u002Fihatemoney.readthedocs.io\u002F)) Web application made to ease shared budget management by keeping track of who bought what, when, and for whom. `(server)`\n  1. **Indico** - ([Repo](https:\u002F\u002Fgithub.com\u002Findico\u002Findico), [Home](https:\u002F\u002Fgetindico.io\u002F), [Demo](https:\u002F\u002Fsandbox.getindico.io\u002F), [Docs](https:\u002F\u002Fdocs.getindico.io\u002Fen\u002Fstable\u002Finstallation)) Feature-rich web application designed at [CERN](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FCERN) for managing events, with support for conference organization workflow, from content management to receiving and reviewing abstracts\u002Fpapers, event registration, payment integration, room booking, and more. `(communication, server)`\n  1. **Invenio** - ([Repo](https:\u002F\u002Fgithub.com\u002Finveniosoftware\u002Finvenio), [Docs](https:\u002F\u002Finvenio.readthedocs.io\u002F)) Customizable platform for running a trusted digital repository. `(linux)`\n  1. **jrnl** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmaebert\u002Fjrnl), [Home](http:\u002F\u002Fjrnl.sh\u002F)) Simple, ecncrypted journal application for your command line. `(linux, windows, mac, homebrew)`\n  1. **LazyLibrarian** - ([Repo](https:\u002F\u002Fgitlab.com\u002FLazyLibrarian\u002FLazyLibrarian), [Forum](https:\u002F\u002Fwww.reddit.com\u002Fr\u002FLazyLibrarian), [Docs](https:\u002F\u002Flazylibrarian.gitlab.io\u002F)) Web-based digital library organizer with support for following authors and automatic metadata retrieval. `(linux, mac)`\n  1. **Mathesar** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmathesar-foundation\u002Fmathesar), [Home](https:\u002F\u002Fmathesar.org\u002F?ref=awesome-python-applications), [Demo](https:\u002F\u002Fdemo.mathesar.org\u002F), [Fund](https:\u002F\u002Fmathesar.org\u002Fsponsor.html), [Docs](https:\u002F\u002Fdocs.mathesar.org\u002F)) Self-hostable web application which provides a spreadsheet-like interface to a PostgreSQL database, enabling users of all technical skill levels to design data models, enter data, and build reports. `(storage, server, django)`\n  1. **Mayan** - ([Repo](https:\u002F\u002Fgitlab.com\u002Fmayan-edms\u002Fmayan-edms), [Home](https:\u002F\u002Fwww.mayan-edms.com\u002F), [Fund](https:\u002F\u002Fwww.paypal.me\u002FMayanEDMS), [PyPI](https:\u002F\u002Fpypi.org\u002Fproject\u002Fmayan-edms\u002F3.2.7), [Docs](https:\u002F\u002Fdocs.mayan-edms.com\u002F)) Web-based document management system, designed to store, introspect, and categorize files, with OCR, preview, label, signing, and sending capabilities. Also featuring workflow system, role-based access control, and REST API. `(server)`\n  1. **Mealie** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmealie-recipes\u002Fmealie), [Home](https:\u002F\u002Fmealie.io\u002F), [Demo](https:\u002F\u002Fdemo.mealie.io\u002Flogin), [Fund](https:\u002F\u002Fgithub.com\u002Fsponsors\u002Fhay-kot), [Docs](https:\u002F\u002Fnightly.mealie.io\u002F)) Self-hostable recipe management server with rich user interface and automatic backups. `(internet, server, fastapi)`\n  1. **MLflow** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmlflow\u002Fmlflow), [Home](https:\u002F\u002Fmlflow.org\u002F), [Docs](https:\u002F\u002Fmlflow.org\u002Fdocs\u002Flatest\u002Findex.html)) Integrated command-line application and web service, supporting an end-to-end machine-learning workflow around tracking, packaging, and deploying. Developed by [Databricks](https:\u002F\u002Fdocs.databricks.com\u002Fapplications\u002Fmlflow\u002Findex.html). `(ai, dev, linux, mac, corp)`\n  1. **Open Event Server** - ([Repo](https:\u002F\u002Fgithub.com\u002Ffossasia\u002Fopen-event-server), [Demo](https:\u002F\u002Fapi.eventyay.com\u002F)) Enable event organizers to manage events from meetups to concerts to conferences, with support for multiple tracks and venues. Used by [FOSSASIA](https:\u002F\u002Ffossasia.org\u002F) and [eventyay](https:\u002F\u002Feventyay.com\u002F). `(internet, server)`\n  1. **OpenLibrary** - ([Repo](https:\u002F\u002Fgithub.com\u002Finternetarchive\u002Fopenlibrary), [Home](https:\u002F\u002Fopenlibrary.org\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FOpen_Library)) Web application for an open, editable library catalog, used by [The Internet Archive](https:\u002F\u002Farchive.org\u002F) towards building a web page for every book ever published. `(linux, windows, mac, docker)`\n  1. **Paperless** - ([Repo](https:\u002F\u002Fgithub.com\u002Fthe-paperless-project\u002Fpaperless), [Docs](https:\u002F\u002Fpaperless.readthedocs.io\u002Fen\u002Flatest)) Scan, index, and archive all of your paper documents. Supports OCR, tags, search, encryption and more. `(server)`\n  1. **Paperwork** - ([Repo](https:\u002F\u002Fgitlab.gnome.org\u002FWorld\u002FOpenPaperwork\u002Fpaperwork), [Home](https:\u002F\u002Fopenpaper.work\u002F), [Fund](https:\u002F\u002Fwww.patreon.com\u002Fopenpaper), [Docs](https:\u002F\u002Fgitlab.gnome.org\u002FWorld\u002FOpenPaperwork\u002Fpaperwork\u002Fwikis\u002Fhome)) Personal document manager for organizing scanned documents and PDFs, with support for OCR, automatic tagging, and search. `(linux, windows, gtk)`\n  1. **Pinry** - ([Repo](https:\u002F\u002Fgithub.com\u002Fpinry\u002Fpinry), [Home](https:\u002F\u002Fgetpinry.com\u002F), [Docs](https:\u002F\u002Fdocs.getpinry.com\u002F)) Tiling image board system for saving, tagging, and sharing images, videos, and websites, like a self-hosted Pinterest. `(docker, server)`\n  1. **Pretalx** - ([Repo](https:\u002F\u002Fgithub.com\u002Fpretalx\u002Fpretalx), [Home](https:\u002F\u002Fpretalx.com\u002Fp\u002Fabout), [Fund](https:\u002F\u002Fwww.patreon.com\u002Frixx)) Web-based conference planning tool, with support for Calls for Papers (CFP), scheduling, and speaker management. `(communication, server)`\n  1. **PyMedusa** - ([Repo](https:\u002F\u002Fgithub.com\u002Fpymedusa\u002FMedusa), [Home](https:\u002F\u002Fpymedusa.com\u002F)) Video library manager for TV shows, with automatic download support. `(linux, windows)`\n  1. **Radicale** - ([Repo](https:\u002F\u002Fgithub.com\u002FKozea\u002FRadicale), [Home](https:\u002F\u002Fradicale.org\u002F)) Simple CalDAV (calendar) and CardDAV (contact) server. `(server)`\n  1. **RedNotebook** - ([Repo](https:\u002F\u002Fgithub.com\u002Fjendrikseipp\u002Frednotebook), [Home](https:\u002F\u002Frednotebook.sourceforge.io\u002Fdownloads.html)) Desktop journal designed for rich text, media, and template-based entries, which can be tagged and searched, as well as exported to plain text, HTML, Latex, or PDF. `(linux, windows, mac)`\n  1. **Scholia** - ([Repo](https:\u002F\u002Fgithub.com\u002Ffnielsen\u002Fscholia), [Home](https:\u002F\u002Fscholia.toolforge.org\u002F), [Docs](https:\u002F\u002Fwww.wikidata.org\u002Fwiki\u002FWikidata%3AScholia)) Python package and web application for interacting with scholarly information on [Wikidata](https:\u002F\u002Fwww.wikidata.org\u002F). `(science, server)`\n  1. **Senaite** - ([Repo](https:\u002F\u002Fgithub.com\u002Fsenaite\u002Fsenaite.lims), [Home](https:\u002F\u002Fwww.senaite.com\u002F)) Web-based, mobile-first laboratory information management system (LIMS). `(server)`\n  1. **SiCKRAGE** - ([Repo](https:\u002F\u002Fgit.sickrage.ca\u002FSiCKRAGE\u002Fsickrage), [gh](https:\u002F\u002Fgithub.com\u002FSiCKRAGE\u002FSiCKRAGE), [Docs](https:\u002F\u002Fgit.sickrage.ca\u002FSiCKRAGE\u002Fsickrage\u002Fwikis\u002FFAQ%27s-and-Fixes)) Video library manager with support for automatic TV show archival. `(linux, windows)`\n  1. **Taiga** - ([Repo](https:\u002F\u002Fgithub.com\u002Ftaigaio\u002Ftaiga-back), [Home](https:\u002F\u002Ftaiga.io\u002F), [Docs](http:\u002F\u002Ftaigaio.github.io\u002Ftaiga-doc\u002Fdist)) Web application built for managing projects with agile development processes. `(dev, server, django)`\n  1. **Wikid Pad** - ([Repo](https:\u002F\u002Fgithub.com\u002FWikidPad\u002FWikidPad), [Home](http:\u002F\u002Fwikidpad.sourceforge.net\u002F)) Desktop wiki notebook for storing your thoughts and ideas. `(linux, windows, mac, wx)`\n  1. **Xandikos** - ([Repo](https:\u002F\u002Fgithub.com\u002Fjelmer\u002Fxandikos), [Home](https:\u002F\u002Fwww.xandikos.org\u002F)) Lightweight but relatively complete CardDAV\u002FCalDAV server which backs up changes in a Git repository. `(server)`\n  1. **Zim Wiki** - ([Repo](https:\u002F\u002Fgithub.com\u002Fjaap-karssenberg\u002Fzim-desktop-wiki), [Home](http:\u002F\u002Fzim-wiki.org\u002F)) Desktop wiki designed for note-taking, list-making, and drafting. `(linux, windows, gtk)`\n\n## \u003Ca id=\"tag-communication\" href=\"#tag-communication\">Communication\u003C\u002Fa>\n\n  1. **Abilian SBE** - ([Repo](https:\u002F\u002Fgithub.com\u002Fabilian\u002Fabilian-sbe), [Home](https:\u002F\u002Fwww.abilian.com\u002F)) A \"Social Business Engine\" with features including lightweight document management, discussions, wikis, timelines, and more. `(cms, server)`\n  1. **Askbot** - ([Repo](https:\u002F\u002Fgithub.com\u002FASKBOT\u002Faskbot-devel), [Home](https:\u002F\u002Faskbot.com\u002F)) Q&A web platform similar to StackOverflow, complete with tagging, reputation, badges, and more. `(server, corp)`\n  1. **Bitmessage** - ([Repo](https:\u002F\u002Fgithub.com\u002FBitmessage\u002FPyBitmessage), [Docs](https:\u002F\u002Fbitmessage.org\u002Fwiki\u002FMain_Page)) Reference client for Bitmessage, a peer-to-peer encrypted decentralised communication protocol. `(linux, windows, mac, kivy, qt4, tui)`\n  1. **Bookwyrm** - ([Repo](https:\u002F\u002Fgithub.com\u002Fbookwyrm-social\u002Fbookwyrm), [Home](https:\u002F\u002Fbookwyrm.social\u002F)) Social reading and reviewing, decentralized with ActivityPub. `(internet, organization, server, django)`\n  1. **Collaborate** - ([Repo](https:\u002F\u002Fgithub.com\u002Fpropublica\u002Fdjango-collaborative), [Docs](https:\u002F\u002Fpropublica.gitbook.io\u002Fcollaborate-user-manual)) Web-based collaboration tool designed by [Propublica](https:\u002F\u002Fwww.propublica.org\u002Fnerds\u002Fmaking-collaborative-data-projects-easier-our-new-tool-collaborate-is-here) for newsrooms to share datasets, with a workflow built around assigning tips and maintaining contacts. `(organization, server)`\n  1. **dak** - ([Repo](https:\u002F\u002Fsalsa.debian.org\u002Fftp-team\u002Fdak)) Collection of programs used to maintain the Debian project's email archives. `(linux)`\n  1. **Django Wiki** - ([Repo](https:\u002F\u002Fgithub.com\u002Fdjango-wiki\u002Fdjango-wiki), [Demo](https:\u002F\u002Fdemo.django-wiki.org\u002F), [Docs](https:\u002F\u002Fdjango-wiki.readthedocs.io\u002Fen\u002Flatest)) A simple and mature web-based wiki. `(server)`\n  1. **Docassemble** - ([Repo](https:\u002F\u002Fgithub.com\u002Fjhpyle\u002Fdocassemble), [Home](https:\u002F\u002Fdocassemble.org\u002F), [Docs](https:\u002F\u002Fdocassemble.org\u002Fdocs.html)) Platform for creating mobile-friendly web-based interviews, collecting responses, and much more. `(server)`\n  1. **Formspree** - ([Repo](https:\u002F\u002Fgithub.com\u002Fformspree\u002Fformspree), [Home](https:\u002F\u002Fformspree.io\u002F)) Web server which turns an HTML form submission into an email, without registration, JavaScript, or custom Python. `(server, corp)`\n  1. **Gajim** - ([Repo](https:\u002F\u002Fdev.gajim.org\u002Fgajim\u002Fgajim), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FGajim)) Lightweight, cross-platform instant messaging client for the XMPP protocol. `(linux, windows, mac, gtk)`\n  1. **GlobaLeaks** - ([Repo](https:\u002F\u002Fgithub.com\u002Fglobaleaks\u002FGlobaLeaks), [Home](https:\u002F\u002Fwww.globaleaks.org\u002F)) Web application to enable secure and anonymous whistleblowing initiatives. `(server)`\n  1. **Hangups** - ([Repo](https:\u002F\u002Fgithub.com\u002Ftdryer\u002Fhangups), [Snap](https:\u002F\u002Fsnapcraft.io\u002Fhangups), [Docs](https:\u002F\u002Fhangups.readthedocs.io\u002Fen\u002Flatest)) Third-party instant messenger for [Google Hangouts](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FGoogle_Hangouts), with support for group messaging and other proprietary features. `(linux, mac, docker, snap)`\n  1. **Hawkpost** - ([Repo](https:\u002F\u002Fgithub.com\u002Fwhitesmith\u002Fhawkpost), [Home](https:\u002F\u002Fhawkpost.co\u002F)) Web application which enables receiving encrypted messages from less technical senders. `(server)`\n  1. **Helios Voting** - ([Repo](https:\u002F\u002Fgithub.com\u002Fbenadida\u002Fhelios-server), [Home](http:\u002F\u002Fheliosvoting.org\u002F)) End-to-end verifiable voting system. `(server)`\n  1. **Inboxen** - ([Repo](https:\u002F\u002Fgithub.com\u002FInboxen\u002FInboxen), [Home](https:\u002F\u002Finboxen.org\u002F), [Docs](https:\u002F\u002Finboxen.readthedocs.io\u002Fen\u002Flatest)) Web application which provides an infinite number of unique email inboxes, for segmenting services and maintaining privacy. `(server)`\n  1. **Indico** - ([Repo](https:\u002F\u002Fgithub.com\u002Findico\u002Findico), [Home](https:\u002F\u002Fgetindico.io\u002F), [Demo](https:\u002F\u002Fsandbox.getindico.io\u002F), [Docs](https:\u002F\u002Fdocs.getindico.io\u002Fen\u002Fstable\u002Finstallation)) Feature-rich web application designed at [CERN](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FCERN) for managing events, with support for conference organization workflow, from content management to receiving and reviewing abstracts\u002Fpapers, event registration, payment integration, room booking, and more. `(organization, server)`\n  1. **Magic Wormhole** - ([Repo](https:\u002F\u002Fgithub.com\u002Fwarner\u002Fmagic-wormhole), [PyPI](https:\u002F\u002Fpypi.org\u002Fproject\u002Fmagic-wormhole), [Docs](https:\u002F\u002Fmagic-wormhole.readthedocs.io\u002Fen\u002Flatest)) Security- and speed-focused file transfer tool with support for files, text, and directories. `(linux, mac, console)`\n  1. **Mailman** - ([Repo](https:\u002F\u002Fgitlab.com\u002Fmailman\u002Fmailman), [Home](http:\u002F\u002Fwww.list.org\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FGNU_Mailman)) The original listserv, a web application and email server for managing subscriptions and discussion archives. `(server)`\n  1. **Mailpile** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmailpile\u002FMailpile), [Home](https:\u002F\u002Fmailpile.is\u002F)) Fast email client with user-friendly encryption and privacy features. `(linux, windows, mac)`\n  1. **Mailu** - ([Repo](https:\u002F\u002Fgithub.com\u002FMailu\u002FMailu), [Home](https:\u002F\u002Fmailu.io\u002F)) Full-featured mail server designed for easy setup and maintenance, supporting IMAP, IMAP+, SMTP, and Submission, as well as a slew of advanced features. `(server)`\n  1. **Moa Bridge** - ([Repo](https:\u002F\u002Fgitlab.com\u002Ffedstoa\u002Fmoa), [Home](https:\u002F\u002Fmoa.party\u002F)) A service to cross post [Mastodon](https:\u002F\u002Fgithub.com\u002Fmastodon\u002Fmastodon) toots to Twitter and Instagram. `(server, flask)`\n  1. **Modoboa** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmodoboa\u002Fmodoboa), [Home](https:\u002F\u002Fmodoboa.org\u002Fen)) Mail hosting and management platform including web UI based on Django. Provides useful components such as an admin panel and webmail. Integrates with Postfix or Dovecot. `(server)`\n  1. **MoinMoin** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmoinwiki\u002Fmoin), [Home](http:\u002F\u002Fmoinmo.in\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FMoinMoin), [Docs](https:\u002F\u002Fmoin-20.readthedocs.io\u002Fen\u002Flatest)) Python's own web-based wiki software, used for [the official Python wiki](https:\u002F\u002Fwiki.python.org\u002Fmoin\u002F) and many others. `(server)`\n  1. **OfflineIMAP** - ([Repo](https:\u002F\u002Fgithub.com\u002FOfflineIMAP\u002Fofflineimap), [Home](http:\u002F\u002Fwww.offlineimap.org\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FOfflineIMAP)) IMAP reader and synchronizer. `(linux)`\n  1. **OnionShare** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmicahflee\u002Fonionshare), [Home](https:\u002F\u002Fonionshare.org\u002F), [Docs](https:\u002F\u002Fgithub.com\u002Fmicahflee\u002Fonionshare\u002Fwiki)) Secure and anonymous file sharing over [Tor](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FTor_(anonymity_network)) services. `(linux, windows, mac, qt5)`\n  1. **Pootle** - ([Repo](https:\u002F\u002Fgithub.com\u002Ftranslate\u002Fpootle), [Home](http:\u002F\u002Fpootle.translatehouse.org\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FPootle)) Web application for collaborative translation. `(server)`\n  1. **Pretalx** - ([Repo](https:\u002F\u002Fgithub.com\u002Fpretalx\u002Fpretalx), [Home](https:\u002F\u002Fpretalx.com\u002Fp\u002Fabout), [Fund](https:\u002F\u002Fwww.patreon.com\u002Frixx)) Web-based conference planning tool, with support for Calls for Papers (CFP), scheduling, and speaker management. `(organization, server)`\n  1. **pycsw** - ([Repo](https:\u002F\u002Fgithub.com\u002Fgeopython\u002Fpycsw), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FPycsw)) Full implementation of the OpenGIS Catalogue Service Implementation Specification. `(server)`\n  1. **RapidSMS** - ([Repo](https:\u002F\u002Fgithub.com\u002Frapidsms\u002Frapidsms), [Home](http:\u002F\u002Frapidsms.org\u002F), [Docs](https:\u002F\u002Frapidsms.readthedocs.io\u002Fen\u002Fdevelop)) Interactive SMS text messaging platform. `(server)`\n  1. **SecureDrop** - ([Repo](https:\u002F\u002Fgithub.com\u002Ffreedomofpress\u002Fsecuredrop), [Home](https:\u002F\u002Fsecuredrop.org\u002F), [Docs](https:\u002F\u002Fdocs.securedrop.org\u002F)) Whistleblower submission system for media organizations to securely accept documents from anonymous sources. Originally created by [Aaron Swartz](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FAaron_Swartz) and currently managed by the [Freedom of the Press Foundation](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FFreedom_of_the_Press_Foundation). `(server, flask)`\n  1. **Socialhome** - ([Repo](https:\u002F\u002Fgit.feneas.org\u002Fsocialhome\u002Fsocialhome), [Home](https:\u002F\u002Fsocialhome.network\u002F), [gh](https:\u002F\u002Fgithub.com\u002Fjaywink\u002Fsocialhome), [Docs](https:\u002F\u002Fsocialhome.readthedocs.io\u002Fen\u002Flatest)) Web application enabling users to build a federated personal profile with social networking functionality. `(server)`\n  1. **Synapse** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmatrix-org\u002Fsynapse), [Home](https:\u002F\u002Friot.im\u002Fapp#\u002Fhome), [Fund](https:\u002F\u002Fwww.patreon.com\u002Fmatrixdotorg\u002Foverview)) Reference server for the [matrix.org](https:\u002F\u002Fmatrix.org) distributed chat protocol. Used daily by tens of thousands at [riot.im](https:\u002F\u002Friot.im\u002Fapp\u002F). `(server)`\n  1. **Virtaal** - ([Repo](https:\u002F\u002Fgithub.com\u002Ftranslate\u002Fvirtaal), [Home](http:\u002F\u002Fvirtaal.translatehouse.org\u002F)) Cross-platform GUI for performing translation, with support for a variety of formats. `(linux, windows, mac, gtk)`\n  1. **Weblate** - ([Repo](https:\u002F\u002Fgithub.com\u002FWeblateOrg\u002Fweblate), [Home](https:\u002F\u002Fweblate.org\u002F), [PyPI](https:\u002F\u002Fpypi.org\u002Fproject\u002FWeblate)) Web based localization tool with tight version control integration. `(server)`\n  1. **Zulip** - ([Repo](https:\u002F\u002Fgithub.com\u002Fzulip\u002Fzulip), [Home](https:\u002F\u002Fzulip.org\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FZulip), [Docs](https:\u002F\u002Fzulip.readthedocs.io\u002Fen\u002Flatest)) Powerful chat server and web client with support for threaded conversations. `(server)`\n\n## \u003Ca id=\"tag-education\" href=\"#tag-education\">Education\u003C\u002Fa>\n\n  1. **Anki** - ([Repo](https:\u002F\u002Fgithub.com\u002Fdae\u002Fanki), [Home](https:\u002F\u002Fapps.ankiweb.net\u002F), [Docs](https:\u002F\u002Fapps.ankiweb.net\u002Fdocs\u002Fmanual.html)) Powerful desktop application for flash cards and memorization. `(linux, windows, mac, qt5)`\n  1. **DrawBot** - ([Repo](https:\u002F\u002Fgithub.com\u002Ftypemytype\u002Fdrawbot), [Home](http:\u002F\u002Fwww.drawbot.com\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FDrawBot)) A powerful programmatic 2D drawing application for MacOS X which generates graphics from Python scripts. `(graphics, dev, mac)`\n  1. **explainshell.com** - ([Repo](https:\u002F\u002Fgithub.com\u002Fidank\u002Fexplainshell), [Home](https:\u002F\u002Fwww.explainshell.com\u002F)) A web-based tool to match command-line arguments to their man pages and help text. `(dev, server, flask)`\n  1. **Kolibri** - ([Repo](https:\u002F\u002Fgithub.com\u002Flearningequality\u002Fkolibri), [Home](https:\u002F\u002Flearningequality.org\u002Fkolibri), [Demo](https:\u002F\u002Fkolibridemo.learningequality.org\u002F), [PyPI](https:\u002F\u002Fpypi.org\u002Fproject\u002Fkolibri), [Docs](https:\u002F\u002Fkolibri.readthedocs.io\u002Fen\u002Flatest)) Self-hostable learning web application targeted at making high quality education technology available in low-resource communities (e.g., rural schools, refugee camps, orphanages, non-formal school systems, and prison systems). `(server)`\n  1. **Mnemosyne** - ([Repo](https:\u002F\u002Fgithub.com\u002Fmnemosyne-proj\u002Fmnemosyne), [Home](https:\u002F\u002Fmnemosyne-proj.org\u002F)) Spaced-repetition flashcard program for efficient memorization. `(linux, windows, mac, qt5)`\n  1. **NBGrader** - ([Repo](https:\u002F\u002Fgithub.com\u002Fjupyter\u002Fnbgrader), [Docs](https:\u002F\u002Fnbgrader.readthedocs.io\u002Fen\u002Fstable)) Jupyter-based application which enables educators to create, assign, and grade assignments in notebook form. `(server)`\n  1. **Open edX Platform** - ([Repo](https:\u002F\u002Fgithub.com\u002Fedx\u002Fedx-platform), [Home](http:\u002F\u002Fopen.edx.org\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FEdX#Open_edX)) Platform for online education providers, powering [edX](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FEdX). `(server)`\n  1. **RELATE** - ([Repo](https:\u002F\u002Fgithub.com\u002Finducer\u002Frelate), [Docs](https:\u002F\u002Fdocumen.tician.de\u002Frelate)) Web-based courseware with support for course planning and versioning, scheduling, testing, and grading. `(server)`\n  1. **Tutor** - ([Repo](https:\u002F\u002Fgithub.com\u002Foverhangio\u002Ftutor), [Docs](https:\u002F\u002Fdocs.tutor.overhang.io\u002F)) Docker-based Open edX distribution, both for production and local development, with a goal of easing deployment, customization, upgrading, and scaling. `(server)`\n\n## \u003Ca id=\"tag-science\" href=\"#tag-science\">Science\u003C\u002Fa>\n\n  1. **AnuGA** - ([Repo](https:\u002F\u002Fgithub.com\u002FGeoscienceAustralia\u002Fanuga_core)) Advanced simulation of the shallow water equation, for modeling tsunamis, dam breaks, and floods. `(linux, windows)`\n  1. **Artisan** - ([Repo](https:\u002F\u002Fgithub.com\u002Fartisan-roaster-scope\u002Fartisan), [Home](https:\u002F\u002Fartisan-scope.org\u002F), [Docs](https:\u002F\u002Fartisan-scope.org\u002Fdocs\u002Fquick-start-guide)) Desktop visual scope for coffee roasters, which helps coffee roasters record, analyze, and control roast profiles. `(linux, windows, mac)`\n  1. **ASCEND** - ([Repo](http:\u002F\u002Fcode.ascend4.org\u002Fascend\u002Ftrunk), [Home](http:\u002F\u002Fascend4.org\u002FMain_Page), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FASCEND)) Mathematical chemical process modelling system developed at Carnegie Mellon University since late 1978. `(linux, windows, mac, gtk)`\n  1. **CellProfiler** - ([Repo](https:\u002F\u002Fgithub.com\u002FCellProfiler\u002FCellProfiler), [Home](http:\u002F\u002Fcellprofiler.org\u002F), [Manual](https:\u002F\u002Fcellprofiler.org\u002Fcpa), [Docs](https:\u002F\u002Fgithub.com\u002FCellProfiler\u002FCellProfiler\u002Fwiki)) Interactive data exploration, analysis, and classification of biological image sets. `(linux, windows, mac)`\n  1. **cellxgene** - ([Repo](https:\u002F\u002Fgithub.com\u002Fchanzuckerberg\u002Fcellxgene), [Home](https:\u002F\u002Fchanzuckerberg.github.io\u002Fcellxgene)) Web-based interactive explorer for single-cell transcriptomics data. `(linux, windows, mac, fnd)`\n  1. **CKAN** - ([Repo](https:\u002F\u002Fgithub.com\u002Fckan\u002Fckan), [Home](https:\u002F\u002Fckan.org\u002F)) Data management system (DMS) which makes it easy to publish, share, and use data. Data hubs powered by CKAN include [datahub.io](https:\u002F\u002Fdatahub.io), [catalog.data.gov](https:\u002F\u002Fcatalog.data.gov), and [europeandataportal.eu](https:\u002F\u002Feuropeandataportal.eu\u002Fdata\u002Fen\u002Fdataset), among many other sites. `(server, flask)`\n  1. **CoCalc** - ([Repo](https:\u002F\u002Fgithub.com\u002Fsagemathinc\u002Fcocalc), [Home](https:\u002F\u002Fcocalc.com\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FCoCalc)) Collaborative calculation in the cloud, with support for the scientific Python stack, SageMath, R, LaTeX, Markdown, and more. Also features chat, course management, and other supporting functionality. `(server)`\n  1. **Dissem.in** - ([Repo](https:\u002F\u002Fgithub.com\u002Fdissemin\u002Fdissemin), [Home](https:\u002F\u002Fdissem.in\u002F), [Docs](https:\u002F\u002Fdev.dissem.in\u002F)) Web platform to help researchers upload their papers to open-access repositories. `(server, django)`\n  1. **Galaxy** - ([Repo](https:\u002F\u002Fgithub.com\u002Fgalaxyproject\u002Fgalaxy), [Home](https:\u002F\u002Fgalaxyproject.org\u002F), [Docs](https:\u002F\u002Fgalaxyproject.org\u002Fdocs)) Web-based platform for reproducible and transparent computational research, with a focus on bioinformatics. `(server)`\n  1. **InVesalius** - ([Repo](https:\u002F\u002Fgithub.com\u002Finvesalius\u002Finvesalius3), [Home](https:\u002F\u002Finvesalius.github.io\u002F), [WP](https:\u002F\u002Fen.wikipedia.org\u002Fwiki\u002FInVesalius)) Generates virtual reconstructions of structures in the human body for medical purposes, including CT and MRI scans. `(linux, windows, mac, gtk)`\n  1. **Manim** - ([Repo](https:\u002F\u002Fgithub.com\u002F3b1b\u002Fmanim), [Docs](https:\u002F\u002Fmanim.readthedocs.io\u002F)) Animation engine for explanatory math videos, primarily designed for [works by 3blue1brown](https:\u002F\u002Fwww.youtube.com\u002Fchannel\u002FUCYO_jab_esuFRV4b17AJtAw). `(linux)`\n  1. **Mayavi** - ([Repo](https:\u002F\u002Fgithub.com\u002Fenthought\u002Fmayavi), [Home](http:\u002F\u002Fdocs.enthought.com\u002Fmayavi\u002Fmayavi)) General purpose, cross-platform tool for 2-D and 3-D scientific data visualization. `(linux, windows, mac, qt4)`\n  1. **Mosaic** - ([Repo](https:\u002F\u002Fgithub.com\u002Fusnistgov\u002Fmosaic), [Home](https:\u002F\u002Fpages.nist.gov\u002Fmosaic), [Docs](https:\u002F\u002Fpages.nist.gov\u002Fmosaic\u002Fhtml\u002Findex.html)) Desktop-based single molecule analysis toolbox that automatically decodes multi-state na","该项目是一个收集了大量优秀开源Python应用程序的列表，涵盖了从音频处理到游戏开发等多个领域。它通过结构化数据组织并持续更新，目前收录了426个应用，并按照不同主题分类，如互联网、音频、视频、人工智能等。每个条目都提供了项目仓库链接及文档等相关信息，便于开发者快速查找和参考。此资源非常适合需要寻找成熟解决方案或学习实际案例的Python开发者，尤其是在构建跨功能应用时。",2,"2026-06-11 03:38:38","high_star"]