2,435 tools and products — trending open source, and what gets used in AI and other work.
Noty is a native macOS sticky-notes app built with Swift, SwiftUI, and AppKit. Notes rest as a pill on the screen edge and fan out into tabs when the pointer reaches it, avoiding floating windows and a Dock icon. It supports inline checkbox tasks, quick capture, search, archiving, Markdown editing and export, import, multiple displays, customizable global shortcuts, and automation through a noty:// URL scheme. Notes are stored in a local SQLite database, with note bodies encrypted using AES-GCM through CryptoKit; titles, colours, and timestamps remain in plaintext. The app requires macOS 15 or later, does not require an account or system permissions, and reports no server, analytics, telemetry, or tracking SDK use. It is distributed as a macOS application and DMG, is MIT-licensed, and is not sandboxed or notarized according to the repository.
Shrimply is a free, open-source video editor for creating videos from start to finish. Its main application is written in Rust with a GTK 4 and libadwaita interface; rendering uses Skia, wgpu, Slang, and CUDA, while FFmpeg and PipeWire handle media and a Python component provides the compute server. The project is pre-alpha software and warns of undocumented footguns, performance regressions, irreversible project-file breakage, crashes, resource leaks, and security limitations. It is licensed under GNU GPL version 3 or later, although some features depend on separately licensed NVIDIA components and model weights.
markdown-graphs is a collection of React components for ASCII-style tables, charts, and diagrams in MDX. It provides more than 30 graph components, including tables, bar charts, sparklines, heat maps, Gantt charts, timelines, trees, and flow diagrams. Components render inside dashed frames using text glyphs and blocks rather than SVG, with optional single-, dual-, or three-accent palettes. The project distributes source files through a shadcn registry: users can add individual components or the full collection to an existing shadcn project, then import them locally. It is not an npm package and requires an existing shadcn project and Motion. The repository is licensed under MIT.
hqtui is a TypeScript terminal UI library developed by profullstack for building btop-style dashboards with a one-import API and zero runtime dependencies. It renders directly through ANSI/VT sequences using a typed-array cell framebuffer, differential rendering, truecolor with automatic 256- and 16-color fallback, and Braille or block graphics, without ncurses, a browser DOM, React, native add-ons, or network access. Its API provides layouts, panels, tables, trees, logs, meters, graphs, forms, dialogs, themes, mouse input, and responsive terminal handling. A headless renderer can produce text, screen, ANSI, or HTML output for testing without a TTY. Bun is the default runtime; Node 22.6 or newer is supported, with best-effort Deno support. The project is MIT-licensed and includes a demo dashboard with real or simulated system metrics.
Strata is a fast, keyboard-first file manager for Linux, developed for Omarchy and compatible GTK4 environments. It combines Miller-column navigation with thumbnail Grid and sortable Explorer views, supports fuzzy filename and path search, and provides previews for text, source code, images, camera RAW files, PDFs, audio, and video. The application loads directories incrementally and virtualizes large directory listings. Its recursive search indexes a selected tree on a background thread and retains the best fuzzy-ranked matches while results are published in bounded updates. It supports native Linux paths, including filenames containing invalid UTF-8 bytes, and GIO/GVfs locations such as SMB shares. Native parser-backed previews run in isolated Bubblewrap helpers with no network access, restricted mounts, resource limits, and fail-closed behavior on errors or timeouts. Strata is distributed as dynamically linked release archives for x86_64 and aarch64 Linux systems with glibc 2.39 or newer, and is licensed under GPL-3.0-or-later.
loadersz is a framework-agnostic, dependency-free browser library of Canvas loading animations, distributed as a native Web Component with an imperative TypeScript API. It provides 150 motion states, including working, searching, connecting, solving, and racing, and supports configurable size, speed, density, color, theme, pausing, and reduced-motion behavior. The root import registers a switchable <loadersz-loader> element, while individual state entry points such as loadersz/racing include the Canvas core and one geometry builder for smaller fixed-state bundles. The API can also attach a fixed or switchable loader controller to an application-owned canvas and supports lifecycle methods such as setOptions and destroy. Typed integration adapters are provided for React, Vue, Svelte, and Angular; plain HTML, Lit, Solid, and Qwik can use the native element directly. The library pauses in hidden tabs, respects prefers-reduced-motion by default, and caps Canvas device-pixel ratio at two. The package has no regular runtime dependencies, and its repository is licensed under the MIT License.
Omakade is a local-first Linux game library for Omarchy, developed as an independent community project. It discovers games from installed Steam, Lutris, Heroic, Faugus, RetroArch, Epic, GOG, and Amazon sources, then presents them in a cover-focused library without modifying launcher data. Games are launched through their owning platform, while discovery, browsing, artwork, local Steam achievements, search, favorites, collections, tags, completion states, source filters, and controller navigation work offline. Optional Steam Web API synchronization adds public owned games and ready-to-install views, and optional IGDB credentials provide critic aggregates and game-length estimates. It is distributed for Omarchy and Arch as a package and stores its library in a local SQLite database.
Defragger is a graphical Linux filesystem defragmenter written in Rust with Qt Quick/Kirigami. It visualizes storage blocks and performs online XFS defragmentation through kernel extent-management calls.
Claude 5.1 is described in the supplied video evidence as an Anthropic AI model for programming, scientific research, and agentic tasks. The video claims that it can work continuously for dozens of hours on codebases and multistep research, with separate lower pricing for cached, ordinary, and complex agent tasks.
Facebook Ads MCP is an MCP server that connects Claude to Facebook advertising workflows. It can be used to create and manage campaigns, ad sets, targeting, and ads.
Lakebed is a cloud product whose codebase was audited, cleaned up, optimized, and improved through parallel pull requests generated by AI.
Witchai is a site for comparing the user-interface capabilities and design outputs of different AI models.
DBOS is a database-oriented operating-system project and application environment that stores important system state in a database. Its practical focus includes durable, recoverable workflows, particularly workflows used by agentic AI systems.
Ingres is a relational database system created by Mike Stonebraker. It used the QUEL query language and competed with Oracle in the database market.
Neo4j is a native graph database. In the cited discussion, it is used as an example of a graph-database implementation, which Mike Stonebraker characterizes as less performant than relational representations of graphs.
Amazon Neptune is Amazon's graph database service. The service represents graphs internally using node and edge tables. In the discussed workloads, the video argues that relational databases have so far outperformed Neptune.
Academic Research Skills for Claude Code is an open-source suite of Claude Code skills for academic research and publication workflows, maintained by Cheng-I Wu. It provides separate deep-research, academic-paper, academic-paper-reviewer, and academic-pipeline skills for literature reviews, systematic reviews, guided research, drafting, citation conversion, revision, peer review, rebuttal auditing, methodology review, and re-review. The suite uses staged, human-in-the-loop workflows with multi-agent orchestration, Socratic checkpoints, style calibration, writing-quality checks, citation formatting, and outputs in Markdown, DOCX when Pandoc is available, and LaTeX/PDF through tectonic. Its pipeline orchestrator connects activities through ten stages, user-confirmation checkpoints, Material Passport handoffs, claim and citation verification, integrity gates, and final process summaries. Citation verification can cross-check references against Semantic Scholar, OpenAlex, Crossref, and arXiv when available.
Claude-Mem is an open-source persistent-memory plugin and service for coding agents. It captures agent activity through lifecycle hooks, stores sessions, observations, and summaries in SQLite, and uses hybrid full-text and Chroma vector search to retrieve relevant context across sessions. Its MCP search workflow uses progressive disclosure: the agent first searches a compact index, then reviews a timeline, and finally fetches full observations for selected result IDs. A local worker service, managed by Bun, provides the HTTP API, search endpoints, and web viewer; the project also supports integrations with Claude Code and other listed agent environments, configurable context injection, private-content exclusion tags, and optional cloud synchronization. The repository states that it is distributed under the Apache License 2.0 and requires Node.js 20 or later, with Bun, uv, and SQLite used by the runtime. It can be installed through its npx installer or Claude Code's plugin marketplace.
CodeBurn is a free, open-source, local-first tool by AgentSeal that reads session files written by AI coding tools and reports token usage and estimated cost by provider, model, project, task, and activity. It provides a terminal dashboard and reports, a localhost web dashboard, desktop and tray or menubar views, exports, model comparisons, subscription-plan tracking, and optional cross-device aggregation. Its deterministic analyzers classify work into task categories from tool usage and message keywords, calculate token costs using LiteLLM pricing cached locally, and scan coding-agent sessions for patterns such as repeated file reads, low read-to-edit ratios, uncapped shell output, unused MCP servers, bloated configuration, and retry-heavy work. The optimize command produces estimated savings and fixes; applicable configuration changes are backed up and journaled so they can be undone and later compared with observed usage. The yield command heuristically correlates sessions with Git commits to classify spend as productive, reverted, abandoned, or ambiguous. The guard feature installs opt-in Claude Code hooks for soft and hard session-spending caps, checkpoints, and status-line reporting. CodeBurn also exposes local usage and savings through an MCP server over stdio. The CLI reads data from the local machine without wrappers, proxies, API keys, or uploads; the optional desktop applications can send anonymous bucketed telemetry after consent. It requires Node.js 22.13 or newer, and the repository is licensed under MIT.
TypePHP is an ahead-of-time compiler for PHP developed by Swoole. It parses PHP source and declarations, lowers function bodies and constants to C++17, and compiles the generated code into native machine code rather than interpreting Zend opcodes at runtime. The compiler is written entirely in PHP and self-hosts by compiling its own source code. The same codebase can produce native executables, loadable PHP extensions, shared libraries, and WASI or browser WebAssembly output. It supports compile-time native scalar types, high-precision numeric types, strongly typed containers, generated methods through attributes, and mixed C++/PHP projects; dynamic values, internal functions, reflection, and object metadata interoperate with the Zend runtime through PHPX. Its compatibility model intentionally covers a defined subset of PHP, with restrictions including declaration-only global scope and a required main() signature for binary mode. TypePHP targets Linux, Windows, and macOS on x64 and ARM64, with PHP 8.4–8.5, a C++17 compiler, CMake, Composer, PHP development headers, and the matching PHP embed library required for relevant builds. It is distributed through Composer and the official repository under the GNU General Public License v3.0.
Obtainium Emulation Pack is a curated collection of Android emulators, gaming utilities, frontends, PC-emulation tools, streaming clients, and related resources maintained as Obtainium app configurations. It provides JSON import files that let Obtainium track and update the included applications, with Standard and Dual-Screen variants that substitute compatible dual-screen emulator forks and utilities. The pack also includes track-only resources, such as driver repositories that do not publish installable APKs; these generate update notifications but must be downloaded and marked updated manually. The repository documents daily testing, automatic flagging of broken configurations, and contributor commands for adding apps, validating APK resolution, and generating the output files.
Affirm is a consumer-financing and payments service that lets shoppers pay for purchases over time through installment loans. Its payment options include Pay in 4 interest-free plans and longer plans with lower payments; the service states that customers see their total cost upfront and that it does not charge fees. Affirm also provides a merchant-facing platform intended to support checkout conversion and create demand, rather than only satisfy existing demand.
PHP is a general-purpose scripting language especially suited to web development. The PHP website describes it as powering websites and provides source downloads, Windows binaries, changelogs, and documentation for its release branches. In the cited demonstration, PHP was used to clone the 1-800-Flowers website and build a checkout flow.
Apple Pay is Apple's contactless payment service. It uses secure hardware on an Apple device to handle payment steps before communicating with the card networks, such as Visa or Mastercard. The videos identify it as a major contributor to changes in consumer payment behavior.
Google Pay is a mobile payment service used for contactless payments. The videos describe it as relying on secure device hardware so that some payment processing can occur before transactions reach the card networks.
DigiCash was an early digital-payments project based on blind signatures and strong anonymity. It is described as an original predecessor to later digital-payment systems, but failed to find product-market fit.
TrialPay was an alternative-payments service for digital goods. It let consumers receive virtual items or other value by signing up for promotional offers such as insurance, credit cards, or Netflix subscriptions, while connecting merchants and consumers through payments and advertising.
Instacart is a grocery-delivery service that allows shoppers to select products, make substitutions, and place orders on a customer's behalf, with payment and delivery handled through the service.
CamelCamelCamel is a shopping-price comparison and tracking website for Amazon products. It is used to find products that a shopper already has in mind and monitor their prices to help identify lower-price opportunities.
here.now is an agent-oriented hosting and publishing service for publishing files and folders—including websites, documents, dashboards, presentations, prototypes, games, and media—to the web and receiving a live URL. Any AI agent that can make HTTP requests can publish to it; no account is required, but unauthenticated sites expire after 24 hours, while registered accounts can keep sites permanently. Sites are public by default with randomly generated URLs, and can be protected with passwords or restricted to invited email addresses or domains. The service also supports custom domains and team workspaces with member-only visibility and workspace subdomains.
An InfoQ podcast series about intentional corporate culture and software management in engineering organizations. Hosted by Shane Hastie, InfoQ's Lead Editor for Culture & Methods, it features conversations with senior software leaders about building engineering teams and systems, organizational practices, hiring, leadership, and lessons from decisions they would handle differently. The podcast is intended for software architects and senior developers and is distributed through services including Apple Podcasts, YouTube, SoundCloud, Spotify, Overcast, and an RSS feed.
C-Dance 2.0 is described in the videos as an AI video-generation system that creates scenes using character sheets, image frames, environment references, and voice-reference videos to maintain visual and voice consistency across scenes.
Kling 3.0 is an AI video-generation product or model described as generating comparison video scenes from environment and character reference images.
The Entire Consistency Workflow is an AI-video workflow for creating reusable, consistent characters across projects. It covers building character sheets and Elements in Higgsfield, then using them with GPT Image 2 and Seedance to preserve a character's face, body, and outfit across different videos. The workflow also covers changing outfits and art styles without losing identity, combining multiple saved characters, and turning a real person into a reusable AI character. It is distributed through a landing page and email signup created by Youri van Hofwegen.
Google Flow is a visual-creation platform for generating and upscaling character sheets, creating reference-based images, and producing image-to-video clips. Its workflow uses a character reference sheet that can be reused across image and video generations to maintain a character's facial identity, including across scenes with multiple characters, different outfits or lighting, scars, tattoos, and age changes.
Miles is an enterprise-facing reinforcement learning framework for large-scale post-training of large language and vision-language models. It pairs SGLang for high-throughput, agentic rollouts with Megatron-LM for scalable training, and also provides a PyTorch FSDP2 backend for Hugging Face implementations. Its asynchronous architecture decouples rollout and training workers, supports configurable on- and off-policy schedules, and updates rollout engines in-loop through peer-to-peer RDMA weight transfer. The framework includes token-in-token-out data flow, Rollout Routing Replay for replaying mixture-of-experts routing decisions during training, fault-tolerant recovery of failed SGLang engines, low-precision training with MXFP8 and NVFP4 alongside FP8, INT4 QAT, BF16, and FP16, and LoRA or multi-LoRA training. It supports reinforcement-learning recipes including GRPO, GSPO, PPO, and REINFORCE++, as well as supervised fine-tuning, on-policy distillation, agentic environments, and diffusion-model training. Miles was forked from slime and integrates SGLang, Megatron-LM, and torch_memory_saver; the repository is released as an open-source project, though the provided page text does not state its license.
RenoDX, short for “Renovation Engine for DirectX Games,” is a toolset for modding DirectX games. It uses ReShade’s add-on system to hook into DirectX without patching version-specific executable files. The toolset can replace shaders, inject buffers, add overlays, upgrade swapchains and texture resources, and write user settings to disk. Its repository also provides an FPS limiter add-on, a developer kit for building add-ons, and a Shader Model 6.0+ decompiler.
ComfyUI-Easy-Install is a portable installer and desktop management environment for ComfyUI, supporting Windows, macOS, and Linux, with the documented Windows distribution focused on NVIDIA GPUs. It bundles Git, embedded Python, ComfyUI, ComfyUI Manager, and custom nodes used in Pixaroma tutorials, avoiding separate manual setup of Python or Git. Its EZi Desktop app manages ComfyUI and frontend versions, models, packages, PyTorch/CUDA versions, dynamic VRAM settings, UV/PIP caches, GGUF conversion, and optional components such as Nunchaku, SageAttention, FlashAttention, InsightFace, and Trellis 2.0. The installation is kept in a portable folder that can be moved or backed up, and the repository documents add-ons for model-folder linking, hardware checks, version rollback, package pinning, and custom input, output, and user folders.
WinRAR is a Windows data-compression, encryption, and archiving tool developed by win.rar GmbH. It creates and extracts archives, including RAR and ZIP files, and supports other file formats. The software is available in multiple languages and supports Windows 10 and Windows 11.
Easy Use is a custom node pack for ComfyUI that provides nodes used for mathematical and workflow operations.
RG3 is a custom node package for ComfyUI that adds group settings and controls to workflows. The videos identify it as an optional package installed through the ComfyUI Easy Installer.
Marble is World Labs' product for generating spatially consistent, high-fidelity, persistent 3D worlds from text, images, videos, 360-degree panoramas, or 3D layouts. It uses Gaussian splats to represent generated scenes and supports interactive editing, expansion, and combination of worlds. Users can move through and inhabit the resulting environments, then download or export them in 2D and 3D formats for use in other workflows and pipelines.
An AI filmmaking tool from Higgsfield for creating cinematic scenes and short films. It builds reusable character, location, and prop references, then generates connected video clips using those references to maintain continuity. The workflow supports emotional control, dialogue, background sound, video references, and editing of the resulting scenes.
MTPLX is an open-source native Mac app and command-line tool for running local language models on Apple Silicon. It uses a model's built-in multi-token prediction (MTP) heads to draft several tokens, verifies the block in one batched forward pass, and commits tokens with exact rejection sampling and residual correction, without requiring a separate draft model or changing the model's sampling distribution. It provides local OpenAI-compatible and Anthropic-compatible APIs, native chat, model management, hardware-specific draft-depth tuning, and tooling for building and verifying MTP models. The server can also expose MLX embedding and reranking models. MTPLX requires an M1-or-newer Mac running macOS 14 or later, and the repository is licensed under Apache-2.0.
Inline is a work-chat app for teams, built by a two-person team. Its macOS and iOS clients organize conversations around numbered, optionally titled threads, direct messages, Spaces, and a sidebar of chats requiring attention. The project is designed for focused asynchronous and real-time collaboration, including sharing links to threads and using them for feedback, bug tracking, specifications, brainstorming, meeting notes, and team libraries. The app targets fast startup, low CPU and RAM usage, and high frame rates. The video describes voice and screen sharing and a Rust-based WebRTC stack; the repository also lists a public API, command-line interface, SDKs, bot integrations, a hosted MCP server, and plugins for AI clients and OpenClaw. macOS and iOS are in beta, while web, Android, Windows, and Linux support are planned. Inline is currently free to use and in beta. The repository states that its server and native client source code are closed for now, while the protocol, CLI, MCP server, SDKs, plugins, and related development packages are published under the Apache License 2.0. The repository is the official source for building on top of Inline, not for the closed core application.
LibreOffice is a free, open-source integrated office suite backed by The Document Foundation. It includes Writer, Calc, Impress, Draw, Math, and Base, and is compatible with most document formats and standards. The LibreOffice core repository is a read-only source mirror; contributions are directed through Gerrit. Its codebase includes shared modules for the system abstraction layer, widgets, rendering, document models, UNO APIs, and the Writer, Calc, Draw, and Impress applications.
Dell is a technology company and procurement channel for AI hardware that supplies GPU racks, according to the video. Its website offers computers, servers, storage, monitors, accessories, technology services, and support.
Speechify is an AI voice and text-to-speech platform that reads written material aloud and also provides speech-to-text, conversational, and business-focused AI tools. Its SpeechifyAI service offers text-to-speech and realtime voice-agent APIs through a single interface, with streaming synthesis, zero-shot voice cloning from a consented reference clip, SSML-based emotion control, and multilingual output for English, German, Mexican Spanish, French, Italian, and Brazilian Portuguese. The service includes the Simba model family, which the site describes as streaming-native speech models designed to model voice identity, expression, and language for realtime conversation. Speechify was co-founded by Cliff Weitzman, who initially built it to consume written material through audio.
Simba 3.2 is Speechify's text-to-speech model. The videos describe it as highly ranked for voice quality and substantially more affordable than competing models. Speechify also offers the model through an API for business customers.
Speechify Work is Speechify’s work-focused AI assistant. It is described as helping users read, dictate, and work with information, with a role comparable to a general-purpose assistant such as Jarvis.
Gradium is a Brazilian text-to-speech company mentioned as a competitor to ElevenLabs and other speech products.
Twist is a biological synthesis service that produces requested RNA or DNA sequences and ships them to a laboratory or home.
Sonargraph is a software architecture analysis tool used to assess coupling levels between architectural components, including during evaluations of legacy-system migration to distributed architectures.
Chinese Patent Skill is an MIT-licensed open-source agent skill for Chinese patent workflows, covering invention, utility-model, and industrial-design patents. It mines patentable points from project materials such as Markdown, code, DOCX, PPTX, and optionally STEP/CAD files; performs novelty, bibliographic, and prior-art searches with China National Intellectual Property Administration sources preferred; drafts patent disclosure documents; rewrites disclosures into claims, specifications, and abstracts; produces Mermaid diagrams or planned patent figures, black-and-white drawings, and optional editable DOCX exports; explains published patents in plain language; and assists with patent-office examination responses and policy briefs. It can read technical and product drawings, extract outlines and component references, derive multiple views from CAD models, and organize utility-model and design workflows with schemas, figure plans, views, and component numbering. Patent explanations can be stored in Obsidian as linked notes, graphs, and canvases, while disclosure work supports self-checking, correction, iterative updates, timestamped drafts, multiple saved versions, and conversation records.
OpenWhispr is an open-source, cross-platform desktop voice-to-text application for macOS, Windows, and Linux. A global hotkey captures speech and inserts the resulting text at the cursor in another application; dictation can use local Whisper or NVIDIA Parakeet speech-to-text engines, where audio remains on the device, or cloud providers through user-supplied keys. It also supports dictation translation, AI-agent commands, meeting transcription with speaker diarization and voice fingerprinting, audio and video transcription, and searchable notes with semantic search and optional cloud sync. The application is built with Electron, React, TypeScript, SQLite, whisper.cpp, and sherpa-onnx, and provides an API and MCP server for programmatic access to notes and transcriptions. The repository describes it as having no data collection or telemetry and distributes installers for the three supported desktop platforms. It is licensed under the MIT license.
dotenvx is an open-source, cross-platform successor to dotenv that loads variables from one or more dotenv files and injects them into a command or application at runtime. Its CLI can run programs in different languages, select environment-file conventions, expand variables and command substitutions, apply defaults and precedence rules, and expose values through commands such as get, set, encrypt, decrypt, validate, and genexample; a Node.js package also provides config(), parse(), set(), and get() APIs. It encrypts dotenv values using public-key cryptography, stores the corresponding private keys separately, and decrypts values when they are accessed or injected. It supports environment-specific files, monorepo paths, plaintext exceptions, validation against .env.example, and integrations that resolve 1Password or Bitwarden references. The run --redact option replaces declared secret values in a command's stdout and stderr with [REDACTED], while masking controls provide partial or complete masking. The project is distributed as a global CLI, npm package, shell-installed binary, Homebrew package, Docker image, GitHub release, and Windows winget package. Its repository is maintained by the creator of dotenv and lists dotenvx Armor, native OS secret stores, local key locking, and pre-commit or pre-build checks as additional key-management and source-control features.
Reverify is an AI-agent verification toolkit for reverse engineering and related code analysis. It places deterministic tools between an agent and its claims: the model proposes hypotheses about a binary or candidate implementation, while parsers, disassemblers, pattern scanners, emulators, equivalence checks, and optional analysis engines compare them with ground truth and return evidence-backed VERIFIED, REFUTED, INCONCLUSIVE, OBSERVED, or INVALIDATED results. Its pure-Python core handles PE, ELF, and Mach-O parsing, x86/x64 and ARM/ARM64 disassembly, byte and pattern inspection, CPU micro-emulation, Protobuf/TLV dissection, and Frida hook generation; optional installations add Capstone, Unicorn, LIEF, Z3, or angr for deeper analysis. The project exposes the verification loop through a command-line interface and an MCP server that agents such as Claude Code and Cursor can call. It also records verified, observed, proved, and refuted results in a content-keyed local ledger, allowing grounded facts and negative findings to survive context resets, compaction, and new sessions. A rollover and orchestration system hands sessions off through files rather than model-written summaries, keeping verified facts separate from unverified notes. Reverify includes claim types for bytes, typed reads, instructions, patterns, emulation, behavioral or formal equivalence, imports, exports, sections, and—when angr is installed—functions, calls, references, and reachability. It is distributed from PyPI and licensed under the MIT License. The repository states that it is intended for authorized reverse engineering, malware analysis, CTF work, interoperability research, and software the user owns or is permitted to analyze.
ffmpeg-skill is an agent skill that gives Claude Code, Cursor, Codex, and other agents a local video- and audio-editing workflow built on FFmpeg and ffprobe. It uses a probe → edit, preferring stream copying where possible → check → verify process, with typed Python scripts rather than shell strings. Its 21 tools cover cutting, joining, silence removal, duration and aspect-ratio fitting, captions, overlays, graphics, HDR-to-SDR conversion, LUTs, audio cleanup, loudness, synchronization with drift correction, multicamera editing, delivery checks, project rendering, and batch processing. Each tool supports structured results and dry runs, and the machine-readable contract generates an MCP interface whose tool definitions are derived from the scripts. The skill runs locally without cloud services, API keys, or Python dependencies beyond the standard library; it requires FFmpeg 5.0 or later. It is a tool for local, agent-controlled workflows that probe, edit, verify, and render video.
Commerce Agents is Anthropic's reference implementation for building shopping agents for customers and merchant agents for back-office staff with Claude. It defines each agent through prompts, skills, tool contracts, grounding, memory, approval gates, and backend interfaces, and provides runnable examples for retail, travel, telecom, and entertainment. The shopping agent searches and compares products, plans purchases, fills carts, answers order and policy questions, and maintains customer memory. The merchant agent analyzes performance, manages listings and inventory alerts, handles pricing and promotions, and drafts campaigns; its writes are staged until a host approves them. The agents can run through the Anthropic Messages API, Claude Agent SDK, or Managed Agents, and the repository provides a Claude Code plugin for scaffolding or reviewing commerce agents.
M3E Canvas is a browser-based Material 3 Expressive design tool that turns interface sketches into prompts for AI coding tools. It provides drag-and-drop components, multiple phone and desktop screens, connected tap and swipe navigation, layers and groups, theme controls, previews, and PNG export. Designs can be converted into prompts in English, Japanese, Chinese, or Korean for Android or web targets, including behavior notes for individual components. An optional bring-your-own-key AI helper can draft behavior notes and screen descriptions by sending requests directly from the browser to OpenAI, Claude, Gemini, or DeepSeek. The app is a static Next.js export, saves work in browser localStorage, and is free and MIT-licensed.