Recently updated open-source projects

These skills teach coding assistants to use the Registry Broker API for live agent discovery across multiple protocols, identifier resolution, chat, and registration of agents or skills. Basic search and statistics are available from the CLI, while chat, registration, and some publishing flows require the relevant API credentials, ownership verification, or account balance.

DocKit brings Elasticsearch, OpenSearch, DynamoDB, and MongoDB into one desktop client instead of separate browser consoles. Users can work directly in query editors or describe a task in natural language to generate queries, inspect schemas, update documents, delete records, and manage indexes. Destructive operations require confirmation and can be limited per data source. Connection profiles are protected by the operating system keychain, while queries and credentials remain local. AI supports hosted providers or local Ollama and LM Studio, and the database client can operate offline.

Rockxy is a native macOS debugging proxy for capturing HTTP and HTTPS traffic, inspecting APIs and protocols such as WebSocket or GraphQL, and reproducing issues with response mocking or rewriting. A local redaction-aware MCP server can expose selected captures to assistants such as Claude Desktop or Cursor for troubleshooting. The current quick start builds the application from source with Xcode 16 on macOS 14 or later, and initial setup includes installing a helper and trusting a local root certificate.

Palot turns OpenCode into a visual desktop workspace for managing multiple projects and agent sessions at once. It streams responses, renders tool calls and diffs, supports scheduled runs, and can migrate configuration and history from Claude Code or Cursor. OpenCode still needs to be installed and configured with an AI provider, and the application is currently alpha software with expected rough edges and breaking changes.

Webtop delivers full Linux desktop environments through a modern browser, making it useful for remote workstations, administration, or temporary development desktops. Choose from several distribution and desktop combinations, then run the image with Docker and persist its configuration through mounted storage. The container has no internet-grade authentication by default, and anyone with GUI access can obtain root privileges inside it, so public exposure requires HTTPS, a secured reverse proxy, and strong access control.

Codex ChatGPT Bridge lets ChatGPT handle scoped planning and review while Codex remains responsible for local execution and verification. It offers OAuth approval, narrow file roots, explicit on/off controls, and token rotation for a Windows-based setup. The trust boundary is significant: an authorized app can read and write files and run shell commands as the local user, so the bridge should stay off when idle and use the smallest possible workspace root.

SkillWard triages Agent Skills in three stages: rule-based static analysis, LLM-assisted intent evaluation, and isolated Docker execution for unresolved cases. The runtime guard records evidence of suspicious network access, sensitive writes, credential risks, and other behavior. It supports single or batch CLI scans, with an optional web interface for reviewing results.

paper2anything packages five independent skills for turning an academic PDF into a PowerPoint deck, conference poster, single-page project site, Xiaohongshu post, or WeChat article. It is useful when a research team needs several dissemination formats from the same paper without rebuilding each workflow separately. Paper extraction uses MinerU credentials, and some rendering or visual-check paths also require local tools such as LibreOffice, Poppler, and Node.js.

This package organizes Frappe Framework and ERPNext knowledge into deterministic Claude skills covering syntax, controllers, permissions, APIs, migrations, integrations, reports, deployment, backup and restore, performance, debugging, and testing. The guidance records differences across Frappe versions 14 through 16, helping Claude avoid release-specific mistakes. Skills can be uploaded individually or placed in Claude Code's skill directory. They guide development and operations but do not replace a working Frappe installation, Bench access, or deployment credentials.

Scarf is a native macOS client and iPhone companion for the Hermes AI agent. It provides multi-window, multi-server access to chat, sessions, memory, skills, MCP servers, scheduled jobs, settings, and runtime health, connecting either to a local Hermes installation or to remote hosts over SSH. Scarf is a management interface rather than a standalone agent runtime, so an existing Hermes environment is required. The iPhone companion reaches the same server over SSH and is currently distributed through TestFlight.

This collection packages practical workflows for document and code interpretation, prompt and agent configuration review, diagramming, transcription, and operational troubleshooting. Users can install individual skills through the Claude Code plugin marketplace or a compatible skill installer, making it useful for people who want reusable, Chinese-oriented task guidance. The skill files use the CC BY-NC-SA 4.0 license, so commercial use requires separate permission.

Gifski turns screen recordings, design demos, and other short videos into high-quality GIF animations on macOS. You can adjust dimensions, cropping, speed, frame rate, looping, and quality, then copy or save the result from the app or invoke it through macOS sharing and Services. It accepts formats supported by macOS, but not WebM or QuickTime Animation, and GIF output can become large.

Devo is a model-neutral coding agent with both a desktop application and a terminal TUI/CLI backed by the same local Rust runtime. It connects to OpenAI-compatible or Anthropic-compatible APIs, DeepSeek, Qwen, Kimi, private gateways, and local endpoints, while adding semantic code search, MCP servers, reusable skills, and multi-agent work. It is designed for private and intranet environments as well as normal local use. Current macOS desktop builds are unsigned and require manually removing the quarantine attribute after installation.

Mouzi is a system-tray file organizer that watches the Downloads folder and moves new images, documents, archives, installers, music, and videos into matching subfolders. Users can inspect recent actions, trigger an immediate cleanup, and adjust rules while the app continues running quietly in the background. Processing stays on the local machine, filenames are not uploaded, telemetry is disabled by default, and common operating-system files are ignored. Current releases target Windows 10/11 and Linux; a macOS port is still planned.

MagicSkills keeps reusable `SKILL.md` directories in one local pool and lets users compose named subsets for different agents or workflows. Runtimes that read `AGENTS.md` can receive a synchronized skill section, while agent frameworks can use the same collection through a command-line or Python tool interface. It is aimed at multi-agent projects that want to avoid copying and drifting skill folders, and requires Python 3.10–3.13 plus Git.

BlueBubbles Server is the macOS-side backend for the BlueBubbles ecosystem. It forwards iMessages to the Android client and sends client actions back into the iMessage environment, using local chat, message, and attachment data to provide messaging through the companion app. It is not a standalone messenger and requires both the BlueBubbles client and a working macOS iMessage environment.

lecture-to-notes is a skill package for Claude Code and Codex that converts YouTube, Bilibili, or X lecture links into structured notes, selected figures, LaTeX source, and a compiled PDF. Its workflow falls back from platform captions to automatic subtitles, Whisper transcription, or visual-only processing, then checks each chosen frame against timestamps and transcript context. The package expects a local toolchain including yt-dlp, ffmpeg, XeLaTeX, ImageMagick, Whisper, and Python.

Mine StableDiffusion is a local AI image studio for Android, iOS, Windows, macOS, and Linux. It uses stable-diffusion.cpp to run SD, SDXL, SD3, FLUX, and related models on the device, with LoRA support and detailed generation controls. Images and prompts can remain offline, making it suitable for users who want to manage their own models and data. Performance and model choice depend on Vulkan or Metal support and available memory; iOS is still beta, and lower-spec devices should begin with smaller models such as SD 1.5 or SD-Turbo.