Recently updated open-source projects

LitterBox is a self-hosted analysis sandbox for authorized red-team and blue-team testing. It can run static, dynamic, and EDR-oriented checks on uploaded samples, then present a detection score and the indicators that triggered results. Optional integration dispatches a sample to a separate Windows VM instrumented with supported EDR tooling and returns correlated alerts. The project is for development and security laboratories only and must run in an isolated VM or dedicated test environment, not in production.

Epicenter is a collection of local-first apps and developer tooling. Its most complete user-facing surface, Whispering, records speech, transcribes it, optionally transforms the text, and copies or pastes the result in a browser or the Epicenter desktop host; the desktop host also adds local GGUF transcription and system-wide shortcuts. Developers can reuse its Yjs workspace, sync, UI, and filesystem packages, but these components are pre-1.0 and presented as fork-and-own building blocks rather than a stability-guaranteed SDK.

Xcode 27 Skills redistributes Apple-authored Agent Skills exported from Xcode 27 for coding agents such as Claude Code and Codex. The collection covers SwiftUI patterns, UIKit modernization, Swift Testing migration, C bounds safety, Xcode security hardening, and on-device verification. Each top-level directory is self-contained, so developers can install only the guidance relevant to a task. The repository is a convenience redistribution; rights to the underlying Apple material remain with Apple, and the repository grants no license over it.

Everywhere is a desktop assistant for Windows and macOS that appears beside the active application when summoned by a shortcut. It uses accessibility and UI automation data, alongside screen context, to help explain errors, summarize pages, translate text, or act through configured MCP tools without requiring repeated screenshots and copy-paste. The application supports multiple model providers, so the available reasoning and actions depend on the LLMs, permissions, and tools the user configures.

ApiArk is a local-first desktop API client that works without an account or cloud synchronization. It handles REST, GraphQL, gRPC, WebSocket, SSE, MQTT, and Socket.IO in one app, while storing requests and collections as standard YAML files that can be reviewed in Git. It also supports scripting, collection runs, and data-driven tests, with builds for Windows, macOS, and Linux.

Magic is an AI collaboration platform for solo operators, small teams, and enterprises, bringing personal assistants, specialist agents, internal systems, and shared projects into one workspace. It can turn agent output into reports, dashboards, presentations, or spreadsheets while adding per-department, per-user, or per-agent budgets, approval gates for risky actions, and sandbox isolation. Users can choose the hosted service or self-host with Docker on macOS or Linux; Windows self-hosting is still planned.

oba live tool connects to live-commerce control panels and automates repeated operator tasks such as messages, product explanation popups, and keyword- or AI-based comment replies. Separate account profiles can keep different rooms and task settings isolated. It requires Chrome or Edge and valid access to each platform’s control panel; AI replies are currently limited to Douyin Shop, Julang Baiying, WeChat Channels, and Xiaohongshu, with a user-supplied model API key.

Help an AI coding agent design tables, choose keys and data types, tune queries and joins, plan ingestion, or troubleshoot ClickHouse workloads using official guidance. The repository also covers ClickHouse Cloud and chdb for in-process analytics, and can be installed through the skills CLI or clickhousectl across multiple supported agents.

Hercules converts readable Gherkin feature files into automated end-to-end browser tests, using Playwright to interact with web applications and producing JUnit XML and HTML reports. It is useful for QA or business teams that want to describe behavior without writing test code. The agent can consume tools from external MCP servers or run as an MCP server that exposes test generation, execution, and result retrieval.

Midscene.js drives interfaces from screenshots, so tests can describe actions and assertions in natural language instead of depending on fragile DOM selectors. It can target visual states, canvas elements, native applications, and cross-origin surfaces that structure-based automation may miss. Use the JavaScript SDK, YAML workflows, or a Chrome extension across browsers, Android, iOS, HarmonyOS, desktop apps, and custom interfaces.

Termix brings SSH terminals, RDP and VNC remote desktops, Telnet access, SSH tunnels, and remote file management into one self-hosted interface for people managing multiple servers or a homelab. It runs in the browser and across desktop and mobile clients; remote desktop access requires the additional guacd service.

GitHub Desktop puts common Git work such as reviewing changes and creating commits into a graphical app for people who prefer not to live in the command line. Official installers and beta builds are available for macOS and Windows; Linux is not officially supported and relies on community-maintained releases.

Typora Plugin is a configurable collection of extensions that adds window tabs, multi-field file search, bookmarks, cursor history, automatic numbering, content folding, article publishing, and other workflow tools. Each plugin can be enabled or disabled from its preferences. It supports Typora 0.9.98 and newer; installation on Windows or Linux places files inside Typora’s application resources and runs a platform script, while macOS is untested by the maintainer. Its remote-control plugin can expose full computer control and should not be enabled by non-developers.

Applite gives macOS users an app-store-style interface for Homebrew Casks, with a curated gallery and one-click installation, updates, and removal of third-party applications. It is designed for people who want Homebrew’s software catalog without memorizing brew commands, and it works with an existing Homebrew installation. The app also respects HTTP, HTTPS, and SOCKS5 system proxy settings. Applite requires macOS 13 or newer, and Homebrew remains the underlying package manager that must be available on the machine.

CloudCLI adds a responsive web interface to Claude Code, OpenCode, Cursor CLI, and Codex, letting you resume sessions, chat, use a terminal, edit files, inspect Git changes, and run browser tasks from desktop or mobile. The open-source edition self-hosts through npx on Node.js 22 and discovers existing sessions automatically. Experimental Docker sandboxes offer stronger isolation, while a managed cloud option is also available.

Beszel collects server and Docker or Podman metrics through a central web hub and a lightweight agent installed on each monitored system. Its dashboard records historical CPU, memory, disk, network, temperature, GPU, and container data, with configurable alerts for operational thresholds and outages. The self-hosted platform also supports multiple users, OAuth or OIDC authentication, and automatic backups to local disk or S3-compatible storage.

Duckling is a lightweight desktop viewer for quickly browsing CSV and Parquet files, DuckDB databases, folders of data, and SQLite. It also offers experimental connections to PostgreSQL, MySQL, ClickHouse, and Doris or StarRocks. The project deliberately focuses on fast inspection rather than full database administration. It is actively developed, currently unstable, and its experimental database integrations have received limited testing.

bilibili-linux adapts the official desktop client for Linux and provides release packages, an AppImage route, and manual setup. It adds roaming, out-of-region search, and shared danmaku while keeping a familiar desktop experience. An optional jump assistant requires Python, Whisper, and Torch. This is an unofficial port, so users should review the code and accept possible account or compatibility risks.