1,251 tools and products — trending open source, and what gets used in AI and other work.
Cilium is an open-source networking, observability, and security solution for Kubernetes, with an eBPF-based dataplane. As a Container Network Interface (CNI) plugin, it provides overlay or native-routed networking, distributed load balancing, cluster-to-cluster connectivity through Cluster Mesh, and identity-based network policies covering L3 through L7. Its eBPF programs can attach at Linux network I/O, application sockets, and tracepoints; this supports features including kube-proxy replacement, socket-level service load balancing, XDP-based north-south load balancing, DNS- and protocol-aware policy enforcement, and service-mesh functions using IPSec or WireGuard. Cilium also includes Hubble for flow visibility, service maps, and DNS- and protocol-aware observability, with integrations for monitoring systems such as Prometheus and Grafana. The user-space components are licensed under Apache License 2.0, while the BPF code templates are dual-licensed under GPL-2.0-only and the 2-Clause BSD License.
Spotifast is a native Spotify desktop client written in Rust with egui for Linux, macOS, and Windows. It uses librespot for local playback and Spotify Connect, without bundling a browser engine, and provides access to playlists, Liked Songs, saved albums, followed artists, podcasts, episodes, search, lyrics, playlist editing, Spotify links, and queue controls. Playback supports gapless audio, up to 320 kbps, optional volume normalization, an on-disk audio cache, device transfer and control, and network discovery of compatible Spotify Connect receivers. The application also includes a Winamp mini player with classic skins, a ten-band equalizer, projectM MilkDrop visualizations, system-tray operation, keyboard shortcuts, and platform integration such as MPRIS on Linux and command-line controls. Spotifast typically uses 100–250 MB of RAM according to its README and starts in under a second. Playback on the computer requires Spotify Premium; free accounts can browse and search but cannot play music through the app. It is distributed through packages and downloads including AUR, Homebrew, Flatpak, and source builds, and is licensed under the MIT License.
Regen Icons is an open-source SVG icon system for agent-built interfaces, providing 225 outline icons on a consistent 24px grid, with filled variants for closed shapes. Each icon is authored as a canonical JSON drawing source and compiled into standalone SVGs, React components, a sprite, and a searchable local gallery. The repository includes validation, preview, testing, and contribution workflows; it is released under the MIT License. The planned npm package is not yet published, so the repository's SVG files are the current distribution.
Wrangler is a tool for deploying existing worker workflows to open-compute.
WebGPU is identified in the video as a browser-based GPU technology used to run a background-removal model in the browser.
Project Jupyter is an open-source web-based interactive computing platform centered on notebooks and computational kernels. JupyterLab provides a configurable interface for notebooks, code, and data, while the classic Jupyter Notebook offers a document-oriented web application for creating and sharing computational documents. Notebooks combine executable code with narrative text, equations, visualizations, and rich outputs, and use a JSON-based document format; kernels run code in a selected programming language and communicate with the notebook through a JSON-based interactive computing protocol over ZeroMQ and WebSockets. Jupyter supports more than 40 languages, including Python, R, Julia, and Scala, and includes JupyterHub for centrally deployed multi-user environments and Voilà for turning notebooks into stand-alone web applications.
Sonar is an experimental macOS app by Emanuel Perez that uses a Mac’s built-in speakers and microphone for camera-free hand-gesture control. It plays a steady high-frequency tone, typically 20 kHz, analyzes Doppler shifts in echoes reflected from the user’s hand, and maps detected movement to scrolling, swiping, and zoom commands. It includes calibration, practice demos, signal visualization, diagnostics, and support for other applications; microphone audio is processed locally in memory and discarded after processing. Sonar requires macOS 14 or later, supports Apple silicon downloads, and is distributed under the MIT license.
Window Sweaters is a macOS menu-bar app that decorates windows with knitted borders. Its menu-bar controls provide style, pattern, border-width, stitch-size, pause, and quit options; the By App mode assigns hand-picked colourways and custom patterns to supported applications, while Zigzag uses a matching pattern with each app's colour. Applications without a custom sweater receive a consistent colour selected from their name. The app supports macOS 13 or later on Apple Silicon and Intel Macs, is distributed through Homebrew, GitHub releases, or a local build, and requires Accessibility permission to track the focused window. It uses private macOS window APIs, is not yet notarized by Apple, and is released under GPL-3.0.
Ember is an operating system written from scratch in NASM assembly for booting from USB media, running DOS software on modern hardware, and providing its own graphical desktop. It includes a boot sector, FAT12/FAT16 filesystem, DOS-compatible INT 21h services, a 32-bit protected-mode runtime, command shell, file manager, word processor, music player, paint program, and other desktop applications. The system loads .COM and .EXE programs, batch files, XMS clients, and DOS/4GW software. Its virtual Sound Blaster is provided through a virtual-8086 monitor for real-mode programs or a DPMI host for protected-mode games; audio is sent through Intel HD Audio, with software OPL3 emulation for FM music. A separate UEFI application, Ember 2.0, supplies a BIOS-compatible layer for systems that cannot boot legacy BIOS code. The repository also includes drivers and applications for touch input, Intel graphics, 3D rendering, screenshots, and QEMU-based testing. Python build scripts and NASM assemble a bootable raw disk image, and the image can be run in QEMU or written to a USB stick. The project is MIT-licensed; its bundled NDOOM component is based on GPL-licensed Doom source, and minimp3 is public domain. The repository documents limitations including no networking or EMS, one active program at a time, and hardware-specific touch, graphics, and 3D support.
airspace is a TypeScript client and data layer for applications using an AT Protocol personal data server (PDS) as their backend. It uses the user's own repository and schema for records, while the PDS provides the CMS, authentication, file storage, reads, writes, images, and public API, removing the need to run a separate database. Developers define data models as lexicons; airspace infers typed records, keys, joins, and OAuth scopes for client collections. It also supports drafts and experimental permissioned spaces for private data, although these require prerelease PDS software and are not supported by hosted PDSes such as bsky.social. The project includes examples for Nuxt, Astro, SvelteKit, and Node and is published under the MIT License.
O.status is an Android status indicator that overlays cellular, Wi-Fi, battery, network, dual-SIM, and transfer information as a compact replacement-style status display. It provides real-time signal and network status, battery and charging indicators, configurable left or right positioning, adjustable size, automatic hiding in fullscreen, automatic restart after reboot, background recovery, and pixel shifting intended to reduce AMOLED burn-in risk. The app can use Shizuku to detect the system status-bar appearance and switch its indicator between black and white; without Shizuku, Auto mode follows the phone's light or dark theme. It requires Display Over Apps, Phone Status, and Do Not Disturb access, while Shizuku is optional. The repository identifies version 3.0.0 and states that source code is available for reference.
Kinesis is an experimental native macOS controller for the Meta neural band. It interprets wrist and finger gestures to switch between desktops, open Mission Control, control music, and adjust volume or brightness; users can choose gesture-to-action mappings and configure the app from its menu-bar interface. The app is distributed as a macOS DMG and requires macOS 14 or later, a neural band, Bluetooth, and accessibility permissions. It supports Apple silicon and Intel Macs and is built with Xcode and Swift 6.
Status Trio is a native macOS app that combines Wi-Fi, battery, and volume information into one configurable status icon shown in the menu bar, the Dock, or both. Its popover reports Wi-Fi signal and network state, battery percentage and charging or Low Power Mode status, and volume level or mute state; controls are available from the icon. The app supports configurable icon sizes, connection-state rendering, language selection, launch at login, and event-driven monitoring with a low-frequency polling fallback. It is built with Swift, SwiftUI, and AppKit for macOS 15 or later. It reads status through public macOS frameworks, does not use App Sandbox or require a network entitlement, and includes no telemetry or analytics; location access is optional and requested only for displaying the current Wi-Fi network name. It can be built from source or installed from an official GitHub release; the project is licensed under Apache License 2.0 and maintained by lingyired.
macTilt is a native macOS application that renders a 3D clamshell-fold animation as a MacBook lid closes. It reads the lid angle sensor and uses the live display, wallpaper, or other captured desktop content as the folding surface; the image remains fixed in space while the screen hardware moves through it, progressively blurring and fading to black. When the lid is open, the overlay is hidden and click-through, with no stated CPU or GPU activity. On Macs with a continuous lid-angle sensor, the animation follows the hinge angle directly; on machines with only a binary clamshell switch, it plays a time-based opening animation with an adjustable duration. The app uses Metal shaders, is written in Swift, supports Apple silicon and Intel Macs running macOS 14 or later, and requires Screen Recording permission to capture the desktop. It can also provide an interactive preview on desktop Macs, while external-display clamshell mode suppresses the hinge animation.
Trackpad Plus for Omarchy is an independently maintained Omarchy plugin for fine-grained, per-device trackpad controls and pointer-feel tuning. It provides separate Pointer, Scrolling, and Gestures panels for detected trackpads, with profiles for System, Flat, Mac-inspired, and Custom acceleration curves; independent scroll and pointer-speed settings; tap-to-click, typing protection, natural scrolling, two-finger right click, device enablement, and per-device scaling. Its visual curve editor converts custom curves into evenly spaced samples for libinput's native custom acceleration profile and validates them before applying or saving them. Gesture settings support three- or four-finger horizontal workspace swipes, optional direction reversal, configurable swipe distance, and an optional upward workspace-overview gesture. The built-in overview is a separate Quickshell companion using Hyprland workspace and window information plus Wayland screencopy snapshots; HyMission is an optional alternative provider. The plugin integrates with Omarchy's Quickshell shell and Lua-based Hyprland configuration, stores per-device settings under the user's XDG state directory, and manages generated Hyprland input rules with backups and recovery handling. It requires Python 3, libinput custom-acceleration support, hyprctl, and GNU coreutils timeout, and does not require elevated privileges. The project is licensed under the MIT License and is not an official Omarchy project or endorsement of the Omarchy team.
nix-graph is an interactive terminal user-interface viewer for Nix dependency graphs, written in pure Go with no dependencies beyond Nix at runtime. It runs `nix path-info` and renders a target's store-path closure as an expandable tree. The viewer supports sorting, filtering, NAR size, closure size, and added-size columns, and can inspect store paths, profiles, the current system, and derivation build-time graphs. Its reverse view flips the tree at a selected node to show which packages depend on it. It can be run directly with `nix run`, installed in a Nix profile or flake, or invoked as `nix-graph [path]`; the default path is `/run/current-system`.
Minted is a SwiftUI package by Haplo LLC that turns SVG, CGPath, SwiftUI Path, or raster artwork into physically lit 3D gold medallions without requiring separate 3D model files. Its vector pipeline extrudes paths with SceneKit, adds stacked rim bands, raised enamel cells, gold wire edging, engraved CoreText lettering, and a die-struck orange-peel reverse; physically based materials and a generated studio environment provide the reflections. The package also supports image-based artwork, multiple silhouettes and palettes, two-tone enamel, spinning and draggable views, line-art states, and SVG path parsing including curves, elliptical arcs, implicit repeats, and packed numbers. For collections and badge grids, its snapshot pipeline renders designs off the main thread and caches thumbnails to disk; CoinSnapshotter can also produce standalone images. It requires iOS 17 or later, Swift 5.9 or later, and Xcode 15 or later, and is distributed as a Swift package under the MIT license.
Twitch is an interactive livestreaming service for content including gaming, entertainment, sports, music, and continuous AI-generated video streams.
RustFS is an open-source, distributed object storage system built in Rust. It provides S3-compatible storage for data lakes, AI, and big-data workloads, with single-node and distributed deployments, versioning, object lock, server-side encryption, replication, lifecycle management, quotas, event notifications, IAM policies, audit logging, and a web console. It also supports the OpenStack Swift API with Keystone authentication, plus SFTP, FTPS, and WebDAV interfaces. RustFS can be deployed from binaries, Docker or Podman, Docker Compose, Kubernetes through Helm, Nix, or from source. Its S3 compatibility is tracked in a compatibility matrix, and selected features such as S3 Tables through an Iceberg REST catalog and MinIO on-disk compatibility are marked as preview. The project is licensed under Apache 2.0.
Hister is a privacy-focused, self-hosted personal search engine for pages visited in a browser and files stored locally. It builds a full-text index of document contents, which can be searched through a web interface, terminal tools, a TUI, or an AI assistant connected through MCP. A Firefox or Chrome extension automatically sends visited-page content to the Hister server; users can also import browser history and files, index local directories, or crawl websites. Queries support field filters, phrases, wildcards, negation, aliases, and result priorities, with optional semantic search through a configured embeddings endpoint. Hister runs locally or on infrastructure controlled by the user, has no telemetry or mandatory cloud service, supports separate indexes for multiple users, and is distributed under the AGPLv3 or later.
Sheldon's Double Your Account Challenge is a five-day live trading education program in which Sheldon teaches and demonstrates a five-point trading system while attempting to grow a $10,000 account to $20,000. The system uses RSI, Fibonacci levels, trendlines, support and resistance, and trade grading to evaluate setups. The challenge progresses from system training and setup building to position sizing, leverage, stop-loss and risk planning, live market analysis and execution, and a final review for applying the framework to a participant's own account. The page says participants create a Bitbase account and deposit trading capital, with a stated minimum of $100; the deposit is not an entry fee. It also states that trading involves risk and that results, including doubling an account, are not guaranteed.
A Databricks product used for automated security detections.
Lease End is an online car-lease buyout service. It collects information about a leased vehicle, presents loan coverage and financing options, and lets customers complete buyout documents online; it then handles the payoff, titling, and registration paperwork. The service is designed to help customers check for lease equity, compare financing from multiple banks, and complete the buyout without dealership fees or in-person DMV visits.
quiche is Cloudflare's Rust implementation of the IETF QUIC transport protocol and HTTP/3. It provides a low-level API for processing QUIC packets, managing connection state, handling streams, and generating or consuming packets, while the application supplies socket I/O, an event loop, timers, and application-specific connection configuration. Its HTTP/3 module provides a higher-level API for sending requests and receiving responses over QUIC. The project also exposes a C API and standalone static library for integrating quiche into C, C++, and other FFI-capable applications; its TLS-based QUIC handshake uses BoringSSL.
FLYON is a read-only EVM wallet tracker and command-line tool that extracts swap logs from a chain, reconstructs closed trades using first-in-first-out accounting, and ranks realised profit in each pool’s quote asset rather than in dollars. It sets aside proceeds from tokens whose purchases the chain cannot show, leaving those amounts off the leaderboard. When a watched wallet buys, FLYON records a call with its confidence before the outcome is known. Calls are stored in an append-only, hash-chained JSONL ledger and later settled using the first trade in the same pool at or after the configured window; calls without a qualifying trade remain open. It scores settled calls with the Brier score and builds a static site containing the trades, board, feed, calls, settlements, and scores. The tool uses six read-only JSON-RPC methods and has no API account, signing, wallet, or transaction-submission capability. It supports demo markets and replayable recorded indexer runs, requires Python 3.10 or later, has zero dependencies, and is released under the MIT license.
Lead is a deliberately non-production PostgreSQL text-search extension from PlanetScale for exercising TIN-compatible application SQL in development, testing, CI, and staging. It provides the TIN access method, TINQL parsing and tokenization, the `==>` search operator, scoring functions, and highlighting. Lead does not store search data in its index. Each scan adds all table blocks as candidates to a lossy bitmap, after which PostgreSQL rechecks visible rows for exact TINQL and MVCC behavior; scoring rescans and retokenizes the indexed column or expression. It is designed as a slow, correctness-focused substitute for TIN at small scales, is unsuitable for production workloads, targets PostgreSQL 17 and 18, and loads as a normal extension without shared preload libraries.
Bashka is a command-line safety guard for the `curl ... | bash` installation pattern. It parses incoming shell scripts, scores them against checks for credential theft, data exfiltration, reverse shells, destructive commands, insecure downloads, persistence, obfuscation, and other hazards, and can follow forwarded or nested scripts so each layer is reviewed before execution. It can also provide the script for manual or AI-assisted analysis. Bashka records software installed through it in an installation registry, including detected binaries and created directories. Its commands can list and inspect recorded packages, rerun their installers, and remove tracked files. It supports configuration for review behavior, remote-script following, recursion depth, command limits, trusted domains, and interface style. The project is open source under the MIT license and is distributed as a shell-installed or prebuilt binary, including through Homebrew, Cargo, mise, and GitHub releases. Its documentation notes that static analysis cannot reliably detect every behavior in a Turing-complete shell script, that direct paths such as `/bin/bash` bypass its PATH shim, and that the registry cannot manage files whose installation locations it cannot detect.
Home Assistant ESP Screens is an MIT-licensed firmware and Home Assistant add-on for turning supported ESP32 touchscreen panels into configurable control screens. It supports the 2.8-inch CYD and 4-inch Guition panels, with tiles for lights, climate, blinds and curtains, vacuums, media, weather, history graphs, cameras, clocks, and timers. The ESP Screen Manager app runs inside Home Assistant. Users select entities and actions, arrange tiles by dragging them across pages, and save the layout to the screen without writing YAML, using MQTT, or manually reflashing for ordinary changes. The app builds and installs firmware over USB, sends updates over Wi-Fi, and can update screens through OTA; the firmware uses LVGL and communicates with Home Assistant through ESPHome. Screens can also display alerts, camera images on supported Guition hardware, dark mode, brightness, standby, night-hour settings, and automation-controlled actions.
The Web Audio API is an audio-programming API used to generate sound for procedural videos.
HFTENGINE is a replay console and backtesting application for market-making strategies using the hftbacktest crate. It runs tutorial strategies against recorded Binance USDT-M Futures order-book and trade data, replaying the local order book, resting orders and estimated queue positions, feed and order latency, market trades, executions, raw collector feed, and runner statistics frame by frame. Its Rust runner records the replay and its Vite/TypeScript dashboard presents the session in a text-mode interface. The project models post-only limit-order fills with hftbacktest's queue and exchange models; queue position is estimated from level-2 data, and order latency is derived from recorded feed latency rather than measured live. It includes tools to collect public Binance websocket data, convert recordings into sessions, run the backtest, and inspect replay moments. HFTENGINE is explicitly a backtester and replay screen: it does not place orders, compute or display P&L, or configure live trading.
Binance Futures is Binance’s futures-trading platform. In the cited context, recorded futures-market data from it is used for market-making backtests.
Securo is an open-source, self-hosted personal-finance manager developed by securo-finance. It keeps financial data on the user's infrastructure and provides multi-account management, transaction search and CSV export, imports for OFX, QIF, CAMT, and CSV files, categorization rules, recurring transactions, budgets, savings goals, asset valuation, reports, multi-currency conversion, and optional bank synchronization through Pluggy, Enable Banking, or SimpleFIN. The application supports multiple users, passkeys, TOTP two-factor authentication, and OIDC single sign-on. An optional AI-agent profile adds self-hosted chat over Securo data, tool use through MCP, multi-provider support, and a per-agent RAG knowledge base. It can be deployed with Docker or Podman, uses a FastAPI and PostgreSQL-based stack with Redis and Celery, and is licensed under AGPL-3.0.
pgrust is an open-source reimplementation of PostgreSQL written entirely in Rust. It is wire-compatible and SQL-dialect-compatible with PostgreSQL, can use an existing PostgreSQL data directory, and is intended to show what PostgreSQL might look like with a modern Rust implementation. Its architecture includes a vectorized, push-based executor with JIT compilation, thread-based concurrency, a priority-based query scheduler, work-stealing parallel query execution, a built-in out-of-memory killer, pipelined fsync, and the pgrcolumnar column-oriented storage format. It also provides a browser-based WebAssembly build, downloadable binaries, source builds, and a Docker image compatible with the official PostgreSQL image's environment variables and data volume layout. The project reports passing PostgreSQL's regression suite, but states that it still contains bugs and is not recommended for production. Existing PostgreSQL extensions do not work because pgrust has no stable extension ABI, and its JIT compiler is tuned for Graviton4. pgrust is licensed under AGPL-3.0, while portions derived from PostgreSQL remain under the PostgreSQL License.
Noto Emoji is an open-source emoji font library that provides Unicode-compliant color emoji fonts and tools for working with emoji. The repository includes Noto color emoji font files, vector SVG and PNG assets, and metadata for emoji input such as shortcodes, ordering, and ASCII equivalents. Its color font uses the CBDT/CBLC format, with support documented for Android, Chrome/Chromium OS, and some Windows and macOS configurations; a monochrome variable font is also under active development. Emoji fonts are licensed under the SIL Open Font License 1.1, while most tools and image resources use Apache License 2.0.
Cardano is a blockchain platform with smart-contract capabilities. The video mentions it as an example of a network associated with tokenization and stablecoins.
NEAR Protocol is a blockchain platform identified in the video as a blue-chip project associated with the decentralized-AI trend.
Algorand is a smart-contract platform mentioned as one of the networks that could support tokenization.
Avalanche is a smart-contract platform mentioned as infrastructure for tokenization.
Google Meet is Google Workspace's web and video conferencing service for online meetings and video calls. In the cited incident-response workflow, meeting transcripts are converted to text and supplied to Claude for drafting postmortems.
PostGIS is an extension for PostgreSQL that adds storage, indexing, and querying of geospatial data. It supports spatial data such as points, lines, polygons, multi-geometries, and raster data in 2D and 3D, with spatial indexes for location-based retrieval and functions for measuring distances and areas, intersecting and buffering geometries, geocoding and reverse geocoding, and processing or converting geometries. It can be used with tools including QGIS, GeoServer, MapServer, ArcGIS, and Tableau.
Mailflare is a self-hosted email inbox for custom domains, built on Cloudflare. It provides domain connection and Cloudflare Email Routing setup, personal and shared mailboxes with delegated access, message composition and receiving with attachments and rich formatting, and organization tools such as search, folders, stars, snoozing, archiving, spam, and trash. Routing rules can store, forward, reject, or categorize incoming messages. When deployed to Cloudflare, Mailflare uses Email Routing for inbound delivery, Cloudflare's email service for outbound messages, a D1 database for mail data, and an R2 bucket for attachments. It can also run as a Docker container using SQLite and local files, with a built-in SMTP listener or a Cloudflare relay Worker for inbound mail and an SMTP relay or Cloudflare Email Sending for outbound mail. The project also includes account and permission management, API keys, webhooks, audit logs, backups, import and export, contacts, and sender blocking.
mStream is a self-hosted music streaming server that serves audio from a folder-based music collection. It supports Subsonic and DLNA, transcodes audio, and provides features including album-art lookup, lyrics support, automatic backups, an Auto DJ, jukebox control, torrent and yt-dlp integration, and optional federation and peer-to-peer music discovery. It is distributed through standalone binaries for Windows, macOS, and Linux, Docker, source installation, and open-source mobile apps.
NetWatch is a real-time network diagnostics tool that runs in the terminal as a single, configuration-free binary. It captures network activity, attributes connections to processes where available, decodes application-layer protocols, fingerprints clients with JA4, tracks streams, and displays connections, interfaces, packets, protocol statistics, topology, timelines, per-process bandwidth, and egress destinations. Its diagnostic engine learns baselines, applies diagnostic rules, ranks possible causes, and records issues through verified closure. Egress linting observes destinations, promotes policies, and alerts when activity drifts from them; the tool also supports TLS 1.3 decryption for user traffic, PCAP export, display filters, beaconing and DNS-tunneling analysis, and Prometheus metrics. NetWatch provides full, lite, and dense terminal views and can run without elevated privileges for basic information, while capture features may require sudo or Linux capabilities. It is distributed for macOS, Linux, Windows, and other platforms through package managers, binaries, and a container. The repository is MIT-licensed; optional LLM commentary in the Diagnose view is disabled by default.
JellyBox is a native cross-platform music player for Jellyfin, Emby, and Navidrome servers, developed by ProdigyTech Inc. It connects to music libraries through the servers' APIs, supports browsing and searching albums, artists, genres, playlists, and songs, and provides playback with queue management, transcoding profiles, time-synced lyrics, ListenBrainz scrobbling, and playback-position memory. Albums and tracks can be downloaded for offline listening, with a full offline mode and progressive caching. The interface includes album-art-derived colour schemes, platform-specific layouts, Studio Mode, media-key and system playback controls, AirPlay, DLNA/UPnP casting, Apple CarPlay, and Android Auto. It is distributed for macOS, Windows, Linux, iOS/iPadOS, and Android; it is a client rather than a server and requires access to a supported music server. The source code is licensed under GNU AGPL-3.0.
assemblrr is an open-source, self-hosted media-stack automation suite that provisions, connects, and maintains services including Jellyfin, qBittorrent, Sonarr, Radarr, Prowlarr, Seerr, Bazarr, and Recyclarr. Its guided installer supports bare-metal Linux and Windows through WSL2, while automated wiring configures the services and synchronizes TRaSH Guides quality profiles through Recyclarr. Optional Gluetun integration routes download traffic through a VPN with startup validation and a stalled-routing watchdog. A unified command-line interface provides stack control, health checks, configuration, backups, upgrades, logs, and coordinated media-title purging across the *arr applications, filesystem, and matching torrents. It is distributed under the GNU General Public License v3.0 and does not host or distribute media content.
WebSSH is a self-hosted, multi-user browser workspace for SSH and SFTP, developed for homelabs and teams. It combines multiple SSH sessions in tabbed one-, two-, or four-pane layouts with persistent tmux shells when available, session-aware commands, diagnostics, notes, and a dual-pane file workspace. Its SFTP workspace supports uploads, downloads, previews, editing, file operations, and server-to-server transfers with progress, cancellation, quotas, path validation, and explicit conflict handling. The application also provides encrypted private-key storage, host-key decisions, passkeys, TOTP, recovery codes, optional OIDC and LDAP authentication, audit logging, backups, and administration controls. WebSSH is distributed for self-hosting through Docker and Docker Compose, with a persistent data volume and no hosted control plane or runtime CDN dependency. The project warns that the WebSSH host handles SSH credentials, terminal contents, and transferred files, and is licensed under the MIT License.
Kept is a self-hosted notes app modeled after Google Keep. It supports text notes, checklists, images, drawings, links, attachments, labels, colors, pinned notes, search and filters, reminders, offline editing with synchronization, real-time collaboration, and Google Keep Takeout import. It includes local accounts, optional two-factor authentication, user management, database backups and restore, and native iOS and Android apps that connect to a Kept server. The web application uses an Angular frontend, a Node/Express backend, and SQLite storage, and can be deployed with Docker Compose or hosted through Railway.
Renewlet is a self-hosted subscription ledger for recurring expenses. It stores prices, billing cycles, renewal dates, payment methods, and notes; calculates monthly or yearly spending, budgets, and currency conversions; and sends timezone-aware renewal reminders through channels including Telegram, email, Discord, webhooks, and PushPlus. Screenshots, notes, and tables can be converted into editable subscription drafts for review before import. It can run in a Docker container or on Cloudflare Workers, supports calendar exports and public status pages, and provides a read-only API for automation. Renewlet is released under the MIT License.
MindSpark is an open-source, self-hostable mind-mapping application developed in vanilla JavaScript and distributed under the MIT license. It represents each map as a Markdown outline and keeps the canvas and Markdown editor synchronized in both directions, with imports and exports for formats including JSON, OPML, Markdown, PNG, PDF, Word, Mermaid, and GitMind. The editor provides automatic tree layout, drag-and-drop reordering, rich-text nodes, LaTeX rendering through MathML, an Excel-like node formula engine with functions such as SUM, AVERAGE, IF, ROUND, and SQRT, version history, read-only URL share links, and citations with DOI-based metadata retrieval from Crossref. Research, prompt-engineering, software, and AI-agent templates are included; map branches can also be compiled into prompts for Anthropic or OpenAI using a user-supplied API key. MindSpark can run locally with Node.js and SQLite, as a static site using a personal access token to save maps in a user's own Git repository, or with an optional Cloudflare Worker for OAuth, editable shared maps, access control, and real-time collaboration. Its repository also describes a separate MCP server for creating, reading, editing, and rendering maps through compatible AI clients.
Tether is an open-source Linux Wayland desktop bridge for iPhone Continuity features, developed in the zackb/tether repository. It provides Wi-Fi clipboard synchronization and file transfer, while Bluetooth handles SMS/iMessage messaging, notifications, and calls; connections use TLS 1.2 with pinned self-signed certificates. The project includes a Linux daemon, CLI, GTK desktop app, iOS companion app, and browser and mail extensions for OTP handling and autofill. Clipboard sync, file transfer, the iOS app, extensions, and messaging are marked stable, while notification mirroring, phone calls, and AirPods support are experimental. It can be installed through Arch Linux, AppImage, Flatpak, Nix, or from source, and is licensed under the MIT License.
DashLit is a self-hosted dashboard for links, tools, and service status. It supports multiple public, authenticated, or private dashboards with configurable rows, columns, and masonry layouts; groups and items can be arranged with drag-and-drop on desktop or touch devices. It also provides URL availability monitoring, keyboard filtering and navigation, item and dashboard shortcuts, icon search, light and dark themes, dashboard import, export and cloning, per-user defaults, and local password or OIDC authentication. DashLit is distributed as a single Go binary with an embedded Svelte frontend, and can run with Docker, Docker Compose, or directly as a systemd service on Linux. Application state, uploaded icons, and the SQLite database are stored in a persistent data directory. The project is available under the MIT License.
TapMap is a local network-observability application that monitors a computer's active connections, enriches their IP addresses with GeoIP data, and displays them on an interactive world map. It uses psutil on Windows and Linux or lsof on macOS to scan sockets, extracts IP addresses, performs local GeoIP lookups, and renders the results with Dash and Plotly. TapMap identifies applications and network operators, shows local and unmapped services, and provides application verification details, open-port views, notifications, and MQTT publishing for significant connection events. It maintains a rolling 30-day history covering new and frequent applications, providers, countries, ports, and activity patterns, with a daily activity report. The application runs locally as a web server and is available as Windows, Linux, and macOS desktop distributions, with Docker support on Linux hosts. It states that it collects data locally and sends no telemetry or analytics. TapMap is developed by Ola Lie at TIP Teknologi i Praksis AS and is released under the MIT License.
Rootprint is an open-source, self-hosted log and trace explorer that searches indexes stored on S3-compatible object storage or local disk. It accepts logs and traces through OpenTelemetry Protocol (OTLP) Protobuf or HTTP from compatible collectors and agents, then provides severity-aware log search, field discovery, histograms, query autocomplete, saved views, share links, and exports. Its trace view displays per-span timing, attributes, and events, with links between spans and their logs. A service-health dashboard reports request rate, error rate, p95 latency, time-intensive endpoints, outbound dependencies, and failing spans. The application also includes team roles, scoped ingest keys, service accounts, personal API keys, and SSO through Google, GitHub, or OpenID Connect. Rootprint is distributed under the Apache-2.0 license and can be run with Docker Compose. The repository describes it as being under active development and not yet at version 1.0; its API uses Hono and its web interface uses SvelteKit, with Quickwit used in the object-storage-backed search setup.
Meelo is a self-hosted music server for music collectors, with a web interface focused on browsing, metadata integration, and listening. It provides playback, libraries, search, playlists, and flexible metadata parsing from embedded tags, file names, or both. Albums can contain multiple releases while showing only a main release in browsing views; songs similarly support tracks and versions to avoid duplicated entries. Music videos are treated as first-class media, with separate handling for interviews, behind-the-scenes footage, and trailers, and the server also identifies B-sides, rare tracks, instrumentals, live recordings, and featuring or duet relationships. It can transcode audio and video formats when browser support requires it, retrieve metadata from providers including MusicBrainz, Genius, and Wikipedia, download or read synced lyrics, and send scrobbles to ListenBrainz and Last.fm. Meelo is distributed through Docker images and has Android and iOS apps.
MTL Explorer is a self-hosted GPS track and trail log for a personal computer, NAS, home lab, or server. It imports Garmin, GPX, and FIT tracks, displays thousands of activities on maps, calculates track statistics, replays routes with a cinematic 3D camera, and supports route planning through BRouter. The application is distributed as a Docker Compose stack with a Spring Boot backend, a Vue 3 and TypeScript progressive web app, an OpenAPI schema, and optional sidecars for BRouter, local vector maps, and GeoNames SQLite location search. It is licensed under AGPL-3.0-or-later, with a separate commercial license for users who do not want to comply with the AGPL terms.
Prismedia is a private, self-hosted media library for managing and using movies, series, music, books, audiobooks, comics, images, and galleries across a web app and native apps for iPhone, iPad, and Apple TV. It uses a shared media entity containing an item's identity, metadata, artwork, files, relationships, and personal progress, while providing medium-specific playback, reading, and listening experiences. The server scans watched folders, identifies items through metadata-provider plugins, organizes files and relationships, and supports browser and native playback with resume support, subtitles, and client-dependent direct playback or conversion. It includes EPUB, PDF, and comic readers, audiobook playback, music queues, media requests through optional indexers and download clients, household accounts, background jobs, and database backups. It runs as a Docker container containing the database, web app, API, worker, and media tools; users supply their own media files.
GyroidVault is a self-hosted 3D model library and print-management platform for organizing STL, 3MF, STEP, and G-Code files on local hardware. Its browser-based 3D studio renders STL and 3MF assemblies with contrasting-part colors, wireframe and X-ray inspection, physical dimensions in millimeters, measurements, notes, and print-history information; it also provides a layer-by-layer G-Code previewer with toolpath, Z-height, and temperature data. The platform indexes existing folders non-destructively using SQLite, supports background scanning for large libraries, duplicate detection with SHA-256 hashes, bulk tagging, custom metadata, role-based access control, expiring share links, and ZIP downloads. It can launch models in Bambu Studio, PrusaSlicer, OrcaSlicer, and Elegoo Slicer, and integrates with Moonraker/Klipper printers to upload sliced G-Code. GyroidVault is distributed as a Docker Compose deployment or a Node.js application, is also available through the Unraid Community Applications store, stores data locally without mandatory cloud accounts or telemetry, and is licensed under AGPL-3.0.
GeoLens is a self-hosted geospatial data catalog for collecting, indexing, previewing, and sharing GIS datasets on infrastructure controlled by one organization. It ingests uploaded and created datasets, database tables, service snapshots, and remote STAC assets, including Shapefile, GeoPackage, GeoJSON, GeoParquet, FlatGeobuf, KML/KMZ, CSV, XLSX, GeoTIFF, Cloud-Optimized GeoTIFF, and VRT raster mosaics. The catalog records dataset provenance and source state, supports pg_trgm fuzzy search and optional pgvector semantic ranking, and provides spatial analysis operations such as buffer, centroid, clip, dissolve, spatial join, and intersection. Its browser-based map builder composes and styles multi-layer maps and publishes them through links or embeddable iframes. GeoLens exposes OGC API Features and Records, STAC API 1.0, JSON-LD catalog formats, direct tile URLs, and vector tiles for use with QGIS, ArcGIS, MapLibre, and other OGC clients. The stack uses a React and MapLibre frontend, a FastAPI API, a GDAL/ogr2ogr ingestion worker, Titiler for raster tiles, PostgreSQL with PostGIS, pgvector, and pg_trgm, plus object storage and Valkey caching. The project is deployed with Docker Compose or prebuilt container images and also publishes Python, TypeScript/JavaScript, CLI, and read-only MCP packages. Optional AI features use an OpenAI-compatible endpoint or Anthropic key for natural-language dataset and map interactions. GeoLens is licensed under Apache License 2.0; its own REST API may change between minor releases, while its OGC and STAC standards surfaces are intended for client integration.
Issued is a fast, self-hosted comic library server for CBZ, CBR, CB7, and PDF files. It scans an existing comics folder without requiring reorganization, detects new files automatically, extracts pages and metadata, generates thumbnails, and builds a searchable library database. The server provides a browser-based reader and an OPDS catalog for compatible apps such as Panels and Chunky. It tracks reading progress, supports ongoing-series tracking with latest-issue and possible-gap information, and can resume the latest unfinished issue or start the next unread one. Issued is distributed as a Docker image or standalone executable, with CBR support requiring unrar, and is licensed under the MIT License.
Vaultisse is an open-source web application for managing physical book collections at home, in schools, or in small lending libraries. It catalogs books by manual entry or ISBN scanning, automatically retrieving metadata through Google Books, Open Library, and LibraryThing fallback lookups, and tracks individual copies, their shelf or location, reading and availability status, damage, and current borrowers. It also provides full-text search, barcode and ISBN label printing, collection statistics, and organization by author, category, language, and format. The application uses a Vue 3 and Vuetify single-page frontend with an Express and TypeScript REST API backed by PostgreSQL. It supports JWT sessions in HTTP-only cookies, password hashing, optional OIDC/SSO, rate limiting, and a multilingual interface. Vaultisse can be run locally or deployed with Docker or PM2; its source code is licensed under the MIT License.