AI projects, explained

Follow and direct coding agents on your computer through web, desktop, and mobile interfaces.

For developers building computer-use agents: agent-desktop lets an AI agent read and operate desktop apps on Mac, Windows or Linux from a command line.

A skill you install into an AI coding agent so that "audit this codebase" runs a structured hunt for vulnerabilities rather than one opinionated read.

Matt Pocock’s own agent skills, straight from his .agents directory: small, composable skills for doing real engineering work with AI coding assistants rather than vibe coding.

Help AI agents answer questions about company databases using reviewed definitions and SQL, with each answer showing its steps.

Pull text, links and data from web pages or whole sites into files.

Impeccable is a design skill for AI coding agents that pushes back against the handful of visual habits (the same font, the same gradient, cards nested in cards) that show up on nearly every AI-generated interface.

A plugin that records what an AI coding agent did, turns those observations into searchable summaries, and brings the relevant decisions and fixes into a later session.

Chat with a roster of AI bots that each have their own model, computer and apps, and approve risky actions.

Have your coding assistant build or audit web pages that avoid the usual AI look.

Turn Claude Code into an organized game team that plans, designs, codes and reviews your game with you.

Install a ready-made routine so your AI coding agent plans before it builds, tests its changes and reviews its own work from a fresh context.

Describe what you want to build and have your AI coding agent ask questions, agree a written design with you, and only then write code from a step-by-step plan with tests.

Spec Kit gives your AI coding agent a step-by-step process to build a feature, fix a bug or assess an idea.

An add-on for AI coding assistants that maps code, docs, PDFs and images into a graph you can ask questions about instead of searching files.

Read documents with page-by-page citations, practice daily and get video lessons from an AI tutor.

Send AI requests to one local server that routes across many providers' free tiers, for developers and coding-agent users who want to stack free quotas.

An inference engine written in plain C that tries to run very large models — hundreds of billions to trillions of parameters — on hardware that could not normally hold them.

A curated index of step-by-step guides for recreating the technologies you use every day.

Paste in text that sounds machine-written and get back a version that reads as if a person wrote it, with the same meaning.

Feed in past open, high, low and close prices and get a forecast of the next candles.

Add ready-made instruction folders so Claude handles tasks like PDFs, slides and brand-styled documents the same way each time.

Open web pages without a screen, turn them into markdown or data, and drive them from scripts or an AI agent.

Learn to build AI apps through example projects, from reading text in images to chatting with your documents.

Review code, test in a real browser and ship code changes with typed commands in your coding agent.

A command-line tool for Git worktrees, aimed at people running several AI coding agents at once.

Ask your coding agent to make a promo video for your product and get back a finished MP4 you can keep editing.

Handy lets you press a shortcut, speak, and see your words appear in any text field, transcribed on your own computer.

Give Orkas a goal and its AI agents plan, research, write and build the work on your computer.

Have an AI agent review screens, fix accessibility, refine type and colors, and build pages from designs.

Get text answers from the huge Kimi K3 AI model using one CPU and no graphics card.

A skill, plus an optional proxy, that makes an AI coding agent write in clipped fragments instead of full explanatory prose.

Give an AI agent a real browser it can control with short commands: open pages, read them, click and fill forms.

Give your AI coding agent ready-made marketing know-how for copywriting, SEO, ads and A/B tests.

Compare hosted services with free tiers, from web hosting to email.

Give an AI coworker a job, connect the tools it needs and watch it work.

Install ready-made skills so Claude Code, Cursor or Codex can make short videos, web pages and articles.

Find and install reusable instructions for coding agents such as Claude Code, Codex, or Cursor, or create a skill for a repeated task.

Project NOMAD turns a small computer into a self-contained library and AI assistant that works with no internet connection: offline Wikipedia and reference books, Khan Academy-style courses with progress tracking, downloadable regional maps, and a local AI chatbot you can hand your own documents to.

Continue your DeepSeek Harness sessions from a phone, another computer or a browser while the work keeps running on your own machine.

A free hands-on tutorial series on large language models, grown out of two courses at Shanghai Jiao Tong University on frontier language technology and AI security.

Multica is a project-management workspace where AI coding agents get assigned issues the same way a human teammate would: they pick up the work, comment on progress, raise blockers, and hand it back for review, all visible on the same board as your human team.

Learn how AI agents plan, call tools, remember context and work together, one lesson at a time.

Have tests, scripts or an AI agent open web pages, click, type and check results in Chromium, Firefox and WebKit.

Upload documents and ask questions with traceable citations.

Learn to build apps with generative AI, from writing good prompts to making chat, search and image-generation apps.

Enter a domain to see how AI models describe your product and which competitors they name.

Build React app interfaces with 150+ ready-made components and themes.

Cut videos and add auto captions, voices and effects on your own computer.

Compress older coding-agent messages into searchable summaries and restore exact context later.

Learn to build AI systems yourself, from the math behind models to retrieval pipelines and agents, by writing and running real code.

A local voice studio that covers both halves of speech: going out and coming in.

Set up a service that creates and manages separate Kubernetes clusters on your own NVIDIA GPU servers.

Pose characters, set up a 3D scene and camera, then generate images or video from it.

Browse and copy community prompts that work with ChatGPT, Claude, Gemini and others.

json-render is a programming toolkit (framework) for "generative UI": instead of letting a model write arbitrary code for a screen, you give it a fixed catalog of components it is allowed to use, and it returns structured JSON describing which ones to show and how, which the framework then renders.

Send sign-ups, logins, orders and payouts and get an approve, step up, review or block decision with reasons.

Stroq scans your recent Claude Code and Codex sessions for keys that left your machine.

Describe a website task and Pomerado builds a reusable tool your AI assistant can call, including tasks behind login or two-factor authentication.

PGX creates isolated, short-lived PostgreSQL-compatible databases for coding agents, CI jobs, pull requests and tests.

Open-source agent skills and a small CLI that help with newsjacking, pitches, journalist fit checks, and AI-visibility writing once installed into a supported agent.

Lets developers have their coding agent design a landing page or dashboard with an art direction, real pictures and a browser check.

Idol turns one photo, render or generated image of an object into a 3D Gaussian splat file.

Describe a scene or attach a picture and get a single web page that draws it in interactive 3D.

LTX-2.5 is a 22-billion-parameter open-weights model from Lightricks that generates video and sound together: describe a scene in words, or hand it a photo, and it produces a clip with a soundtrack in one pass, so picture and audio stay in sync.

Run a 27-billion-parameter model that reads text, images and video and writes text back, on hardware you control.

Transcribe recordings up to an hour long in 40 languages, with speaker labels and timestamps, or translate speech.

Create images from text or edit pictures using reference images inside ComfyUI, for people who make images and run ComfyUI themselves.

Turn short text requests into 8-megapixel images and edit pictures on your own graphics card.

Use its Python encoder to format text and image chats, then run the model and get written replies.

Chat with a small text model that can call tools and give structured answers, for developers building local agents or specialized apps.

Give a model up to a million tokens of text and images in one go, such as a long agent session or a large pile of input, and get text back.

Viggle’s turbo build is a distilled, faster version of Qwen-Image-2.1, the open image model: where the original takes 40 passes to render a picture, this one takes about six, which Viggle reports makes it roughly five times faster from prompt to finished image.

Unsloth’s release repackages Qwen-Image-2.1 — the open image-generation model — into GGUF files, the compact format that runs on ordinary computers through tools like llama.cpp and Stable Diffusion.cpp instead of demanding a datacenter GPU.

A local-first desktop app that gives each of your AI agents a character at its own workstation in a pixel-art space station, with the station's rooms and activity reflecting what the agents are actually doing.

Jev Ultrafast is a browser-automation agent that completes a task like searching flights by reading the page, then asking Jev which button, field, or link to act on next — a decision that takes milliseconds instead of the seconds a normal chatbot needs to 'think' about it.

NanoJev is a small (0.6-billion-parameter) open reproduction of Jev: a model that reads a game or task state and a set of possible actions and returns a full probability distribution over them in one pass, with no text generation.

This project pairs two AI systems to play Minecraft: a planning model (the creator's own 'Astra') decides the overall strategy, while Jev picks the moment-to-moment actions — movement, camera angle, item use — needed to carry it out, sent through the normal player controls rather than by editing the game's code.

TRELLIS.2 is Microsoft's image-to-3D model: give it one picture of an object and it generates a full 3D asset — a mesh with physically based rendering materials, including transparent or translucent parts — using a 4-billion-parameter model and a new “O-Voxel” representation designed to handle shapes that older methods struggle with, such as open surfaces and thin structures.

Hum to Song takes a hummed melody (10 to 30 seconds), plus a style line and lyrics you provide, and turns it into a produced song that keeps your original tune and builds a full structure around it.

Qwen-Image-2.1 is Qwen's own official demo of its unified text-to-image generation and image-editing model.

Paint which neurons to stimulate on a real fruit-fly connectome and an animated 3D fly responds by walking, turning or flying, computed live in the browser via WebGPU.

Control already-trained reinforcement-learning policies for Pollen Robotics' Microduck robot entirely client-side: physics run through MuJoCo compiled to WebAssembly and the policy network runs via onnxruntime-web, with no server involved.

Live Speaker Diarization is Nvidia's browser demo for figuring out “who spoke when” in audio: start your microphone or upload a short recording, and it labels overlapping speaker turns in near-real time, showing speaker-activity lanes alongside a live transcript.

This Space runs System One, an independent reproduction of TypeSafe's Jev idea: Qwen3.5-4B-Base fine-tuned with a small scoring head so it answers a typed question with a calibrated probability across exactly the options you supply, instead of writing a free-text answer.

gods-eye-view opens a photorealistic 3D globe in your browser and plots public live feeds on it: aircraft transponders, ship beacons, satellite orbits, earthquakes, and public traffic and security cameras.

VoiceStudio is a desktop app for generating speech in a chosen voice without sending anything to a company: give it a clean reference recording, type your text, and it generates the audio, with separate workspaces for dubbing video and for designing a brand-new voice from a written description instead of a sample.

Supervision is a Python library of the parts that sit around a computer vision model rather than inside it: loading datasets, drawing boxes and masks, tracking an object across frames, counting what crosses a zone, and measuring how well a model did.

YuE2 is a music generation system that writes a song in two visible steps: given lyrics and a style description, it first produces a melody-and-chord plan in ordinary notation, then turns that plan into finished audio with vocals and backing.

This is a catalogue of video games whose source code is published, sorted into the genres a player would look under: action, adventure, city building, first-person, platformers, puzzles, racing, real-time strategy, roguelikes, role-playing, sandbox, shoot-em-ups, sport, tower defence and turn-based strategy.

Give it lyrics and a note about the style and it generates a song with vocals and backing.

A set of pipelines that turn an AI coding assistant into a video production line: you describe the video you want in plain language and the agent researches the topic, writes a script, gathers or generates footage, cuts a timeline and renders the result.

Give it a website and get a prioritized SEO action plan, including AI search readiness.

llama.cpp is a C/C++ program with no external dependencies for running language models, including models that read images, on hardware such as laptop CPUs, GPUs and phones.

Collect PDFs, videos and web pages, then search, chat and make podcasts from them.

REA lets an AI assistant investigate an app, website, or program file and report what it finds with evidence.

A desktop app that runs more than one AI coding agent at a time, each in its own separate copy of your project, so you can send the same request to all of them and keep the answer you like best.

Hold a shortcut, speak, and have your words typed into whatever app you are using.

Turn a topic or document into slides, quizzes and discussions led by AI teachers.

OpenClaw is an open-source personal AI assistant that runs on your own computer and talks to you through the apps you already use — WhatsApp, iMessage, Discord, Telegram, Slack and twenty-plus others, with native apps for every platform.

Let an AI coding agent work on separate git branches inside an IDE, then review its changes and open a pull request.

Have a team of AI agents research a stock and debate a trading decision.

RuView reads the small disturbances people cause in the WiFi signals already filling a room and turns them into information about the space, such as whether someone is there and roughly what they are doing.

Nasiko is a self-hosted control-plane server that sits in front of every AI agent you run and handles the operational questions that pile up once you have more than a couple: which agent is allowed to call which other agent, what did that call cost, and why did it fail.

Hand tasks to an AI agent that runs on your own computer and uses your files and apps; for people who want one agent across Claude Code and Codex.

SkillSpector scans AI agent skills for vulnerabilities and malicious patterns, for developers who want to know whether a skill is safe before installing it.

Handle email, team messages, docs, tasks, calls and customer contacts in one linked, searchable workspace with AI agents.

Find college-level computer science courses with video lectures, sorted by topic.

Treg is a marketplace and proxy for AI-agent tools such as SEO data, company lookups, scraping and image generation, with over 3,000 endpoints across 60-plus providers.

Track Xianyu listings by keyword and price, let an AI model judge each item, and get notified about good matches.

Run big open-weight AI models on your own gaming PC and chat with them.

Apply image filters, warps, augmentations and feature matching as differentiable PyTorch operations.

HyperFrames, from the video company HeyGen, turns a web page into a video file: you write HTML and CSS, add animations you can scrub along a timeline, and it renders a finished MP4.

Hand web chores to your AI agent and it does them in its own workspace inside your browser, while you keep using yours.

Connect your CLI coding accounts to one local proxy and use them from any OpenAI, Gemini or Claude compatible client or SDK.

Ollama lets you choose an AI model and chat with it on your own computer.

A platform for building automations and AI agents by dragging steps onto a canvas and connecting them, with the option to drop into JavaScript or Python for the parts a visual editor handles badly.

Train your own small chatbot from scratch on a GPU server, then chat with it in the terminal.

Let an AI agent fetch web pages as Markdown, search the web and automate browser tasks without installing Chrome.

Find Go frameworks, libraries and software by topic in Awesome Go, a curated list for Go programmers.

Postiz lets you schedule social media posts, track how they perform, and work with teammates, for marketers and creators who manage several channels.

A collection of ready-made AI personas: written instruction files (a persona is a character sheet that tells an AI how to behave) for specialists such as a front-end developer, a community writer, or someone who reality-checks your plan.

ai-memory is a self-hosted memory server that lets more than twenty different coding-agent tools — Claude Code, Codex, Cursor, Gemini CLI and others — share one memory instead of each keeping its own that vanishes when you switch tools.

Paperclip is an open-source dashboard for hiring and running a whole team of AI agents toward one goal, like "build the #1 AI note-taking app to $1M MRR." You define the goal, assign roles such as CEO, engineers and marketers, and set a budget; the agents come from tools you already use — Claude Code, Codex, Cursor or OpenClaw — while Paperclip tracks status, cost and progress from one screen.

Point it at your AI agent and get a graded report of risky behavior, like misusing tools or leaking data.

Let an AI coding assistant search your code, docs, logs and PDFs locally for the exact passage it needs.

Ask an AI agent to explore your codebase, plan changes and write code from your terminal or a desktop app.

Set up Claude to help with one job, such as sales, legal, finance or customer support, using that role’s tools and shortcuts.

Put websites, apps and databases online using servers you control, for developers who want a Heroku- or Vercel-style dashboard on their own hardware.

Add a layer to Claude Code or Codex that splits tasks across teams of specialized agents and remembers past work.

Install Android-specific instructions so a coding agent can follow a workflow such as making an app edge-to-edge.

OpenWhispr lets you press a hotkey, speak, and see your words typed at your cursor, for people who dictate, take notes or transcribe meetings.

New API gives developers and teams one place to connect model providers, route requests, control access, and track costs.

Ponytail is a plug-in skill that teaches AI coding assistants to write less code: the agent learns to prefer the shortest change that works — the project frames it as thinking "like the laziest senior dev in the room." The creator measured it on real Claude Code sessions across twelve feature tasks and reports about 54% less code on average (up to 94% where the agent would otherwise over-build, as with a date picker), roughly 20% lower cost and 27% faster runs, with every safety guard kept.

CC Switch is a desktop app that manages provider settings for a dozen-plus AI coding tools — Claude Code, Codex, Gemini CLI, OpenCode and others — so switching from one model provider to another does not mean hand-editing JSON, TOML or YAML configuration files.

Give your AI coding agent the same engineering checks at every stage, from writing a spec to testing and shipping.

OpenShell is NVIDIA’s open-source runtime for running AI agents safely: each agent gets an isolated workspace (a sandbox), and you write a policy saying what it may touch.

Claude How To teaches Claude Code with visual tutorials and copy-paste templates, for developers who have installed it and want working setups.

Load a big open language model from Hugging Face and generate text on a GPU with only a few GB of memory.

Run supported language models and serve their answers to applications with a model-serving library for developers.

Hindsight is a memory system for AI agents, built to notice patterns across many conversations rather than only replaying past ones the way a typical chat history or a RAG lookup (search over stored documents) does.

An operating layer installed on top of Hermes Agent, the open agent from Nous Research.

Turn photos of documents, multi-page scans and PDFs into text you can copy and search.

Add a local home screen, private browser and push-to-talk voice commands to a rooted webOS TV.

Find Mac apps for a job, such as a screen recorder, a Markdown editor or an AI assistant, by browsing one long list sorted into categories.

A development platform built around Postgres, the long-established open-source database.

Let an AI model reply with live charts, forms and tables instead of plain text.

Run an assistant with memory and browser, file, terminal, or desktop tools.

Make Claude design screens and components that follow design rules and pass accessibility checks.

Let your AI assistant read web pages, YouTube subtitles, GitHub repositories, RSS feeds and, with your own logins, posts on X, Reddit and Xiaohongshu.

Turn ideas, plans or repositories into interactive visuals with this assistant skill, for people explaining systems or organizing what they want to learn.

Build image, video, audio and 3D generation workflows by connecting blocks on a graph; for creators who want control, on Windows, Linux or macOS.

Describe the diagram you want in ordinary words, and your AI agent creates a file you can open in a browser.

CLI-Anything is a registry and toolkit for generating command-line interfaces that let AI agents operate software that was not originally built with agents in mind, from design tools to specialized desktop applications.

Use Claude Code to inspect or change a running Unreal Editor through MCP tools.

Install specialist helpers for code review, testing, security and Python or JavaScript work into your AI coding tool.

Browse Anthropic-maintained and community plugins, then install one in Claude Code.

Add ready-made science skills so your AI agent can run genomics, chemistry or data analysis tasks properly.

Send requests to hosted, your-own-key, or local AI models through one gateway.

A tool server that sits between a coding agent and the tools it calls, and keeps the bulky results out of the conversation.

Ask your coding agent for a part in plain words and get a STEP, STL, 3MF or GLB 3D model plus drawings.

Route coding tasks into repeatable workflows for debugging, planning, refactoring, and more.

Flash firmware onto an ESP32 board and talk to an AI that can answer and control lights or servos.

Write, organize, search and share Markdown notes on your own server, from any device and even offline.

Ask an AI assistant to edit KiCad schematics, PCB layout, routing, or manufacturing files.

Compress logs, tool output and files before they reach the AI model, so each request uses fewer tokens.

Get AI review comments pinned to specific lines of your Git changes before a colleague looks at them.

Ask an AI assistant to create, change and light 3D scenes inside Blender for you.

Test running apps for security flaws with this tool for developers and security teams, producing exploit evidence and repair guidance.

AI Job Search uses Claude Code to evaluate postings, tailor CVs, write cover letters, and prepare for interviews.

Share conversation memories, skills, documents, and code maps with AI agents.

Turn recorded speech into transcripts, translated English text, or a spoken-language label.

An open-source coding agent available in five shapes from one engine: a VS Code extension, a JetBrains plugin, a terminal tool that also runs headless for automation, a desktop app, and a software development kit for building your own agents on top.

A skill router pack for AI coding assistants that encounter reverse-engineering tasks: an APK, a binary, encrypted frontend JavaScript, a CTF challenge, or a penetration-testing target.

Anthropic’s coding agent for the terminal.

Type a task in plain English and watch an AI agent tap through apps on a real Android phone or emulator.

OpenCreator (formerly KrillinAI) is a desktop app that bundles AI creator tools into one workspace: write articles or short-video scripts, generate images and video from a prompt (through models like Seedance, Kling, or GPT Image), add AI voiceovers and dubbing, translate and re-subtitle existing videos, and turn a script into a narrated stick-figure animation.

A Python engine that takes a starting piece of real information — a news item, a policy draft, a financial signal — and runs a simulated population of AI agents against it.

The Python library that defines how open models are written down, covering text, images, audio, video and combinations of them, for both running a model and training one.

Open a compiled program for Windows, macOS or Linux and read a reconstructed version of its code to work out what it does.

Get a free domain name, such as one ending in .dpdns.org or .us.kg, and learn step by step how to point it at a website you have built.

Route your phone or computer’s traffic through proxy servers from your own provider, and manage those connections from one app on Android, Windows, macOS and Linux.

Find language-model APIs with permanent free tiers and the page where each provider gives out keys.

Let a coding agent draw a big arrow with a sign over any Mac window to show you which button to click.

OpenRig turns a pile of AI coding-assistant windows into an organized team: you describe the team in a YAML settings file, start it with one command, and it runs Claude Code, Codex and Pi with roles, shared context and owned tasks.

A remote desktop application written in Rust that works out of the box with no configuration, as an open alternative to commercial tools like TeamViewer and AnyDesk.

An open agent workspace that gives an AI chat access to your company’s context, then lets it create small apps — called gadgets — inside separate sandboxes.

SCM (Screen Memories) lets you find photos and moments inside videos on your Mac by typing what you remember, such as a scene or a sign you saw.

Get one alert before sunset when tonight’s sky will stay clear long enough to photograph the stars, and silence when it won’t.

This is the original "Awesome list": a single hub page linking out to hundreds of curated lists of tools, libraries, books and resources, organized by topic — programming languages, security, databases, hardware, and far beyond software into things like business and health.

ldraw-nova gives an AI agent the tools to design LEGO models from a written idea.

Audionaut is a free desktop audio editor for music, podcasts and multitrack recordings: cut audio into regions, arrange them in per-track playlists, add crossfades and export, without the weight of a full music studio app.

Octop is a self-hosted AI assistant that runs entirely on your own machine and gives each person in a household or small team their own set of specialized agents to switch between — one for weekly reports, one for scheduling, and so on — while keeping every conversation and credential local.

Janus is a small local AI server written in Go: give it a GGUF model file (a compressed model format that runs on ordinary hardware) and it answers through an OpenAI-compatible API, the same request format OpenAI uses, so tools like Cursor or Cline can talk to it instead of a cloud service.

Pyxel is a game engine for making small retro-style games in Python, deliberately limited like an old console: 16 colours and 4 sound channels.

Weave Router sits between a coding agent (Claude Code, Codex, opencode, pi or Cursor) and the AI providers, and picks a model from your enabled providers for each request.

Ledge is a notes app that runs the code inside your notes: put your cursor in a fenced block (a code snippet in a Markdown file), press ⌘↩, and the output streams in underneath.

HydraDB is a graph database (a database built around connections between records, not just rows and tables) written in Rust that keeps its durable data in S3-compatible object storage instead of on a server's own disk.

Univer is an open-source software toolkit (SDK) for embedding spreadsheet, document and presentation editing into your own product, rather than a finished app you open.

A desktop app that treats agent sessions as something worth version-controlling.

A collection of open-source pieces for letting AI agents use a computer rather than an API: drivers that move the mouse and keyboard, isolated cloud desktops, local macOS virtual machines, small models trained to make computer-use decisions, and a benchmark for scoring how well an agent did.

An MCP server that lets AI agents and language models interact with native iOS and Android apps through one platform-agnostic interface — no separate iOS or Android expertise needed.

A modular, open-source payments infrastructure written in Rust: connect to multiple payment, payout, fraud, vault, and tokenization providers through one integration instead of one per provider.

Learn to code for free in your browser through interactive challenges, projects and exams that lead to developer certifications.

Stirling PDF is a toolbox of 50+ PDF tools: edit, merge, split, sign, redact (permanently black out text), convert, compress, and OCR (turn scanned pages into searchable text).

Build a whole web app in Rust, with pages, routing, a database and in-browser interactivity, from one framework.

A desktop interface for Clash Meta, a rules-based network proxy engine, letting you manage server profiles, edit routing rules visually and switch the whole system between direct and proxied traffic without editing configuration files.

This is a collection of reference agents, skills and data connectors built for financial-services work — investment banking, equity research, private equity and wealth management — that plug into Claude as Cowork plugins or run through Anthropic's Managed Agents API.

Keep passwords, API keys and certificates in one encrypted store on your own servers, and control who can use each one.

GitDiagram reads a public GitHub repository, or a private one with your token, and draws an interactive architecture diagram with each piece linking to its code.

Lap is an open-source, offline-first photo manager for macOS, Windows, and Linux: a privacy-focused alternative to cloud photo services with no forced upload and no subscription.

You load in documents and it builds a knowledge base you can ask questions of in plain language, plus an agent that works through multi-step questions and a wiki it keeps updated as the documents change.

codebase-memory-mcp is an MCP server (a tool that plugs into AI coding assistants) that reads a codebase and builds a searchable knowledge graph of its functions, classes, call chains and cross-file links, so an agent can answer structural questions about the code in under a millisecond instead of reading files one at a time.

Claude Code Templates is a catalog and installer for over 100 ready-made agents, custom commands, hooks and MCP integrations for Anthropic's Claude Code, browsable through an interactive web interface (aitmpl.com) or installed directly from a terminal command.

Spirula Studio trains 3D Gaussian Splatting models — from raw photos or video to splat to textured mesh — in one self-contained binary: no Python, no PyTorch, no separate COLMAP install.

Agent Substrate is infrastructure software for running very large numbers of AI agent sandboxes efficiently, built on the observation that agent-like programs spend most of their time idle.

A stock market tracking application you host yourself: live prices, personalised alerts and company detail pages, built as an open alternative to subscription market platforms.

The Mobile Verification Toolkit (MVT) is a set of command-line tools for gathering forensic evidence from Android and iOS devices that may help identify a spyware infection.

A command-line tool and browser extension that connect an AI coding agent to your everyday browser, so it can work on sites you are already logged into instead of needing its own test accounts.

A long-running open study guide for designing large-scale systems and preparing for the system design interview.

This is a hands-on tutorial that walks through building a language model entirely from scratch in PyTorch, with no shortcuts through libraries like transformers, trl or peft that normally do the heavy lifting.

AutoClip is a desktop app that watches a long video — a podcast, stream or lecture — and automatically finds and cuts the moments worth sharing, using an AI model you connect (you choose the provider in settings).

Strands Agents is a software development kit (SDK) for building AI agents without writing your own agent loop (the code that lets a model plan, call tools and repeat) from scratch.

Bend is a new programming language built around the idea that AI-written code should come with a checkable proof, not just a plausible-looking diff.

A self-hosted platform that gives each developer a workspace running on infrastructure you control — a cloud virtual machine, a Kubernetes pod, a Docker container — described in Terraform so the setup is written down rather than assembled by hand.

Scan or upload bills, receipts and contracts and turn them into an archive you can search by any word inside them.

Enlarge a small or pixelated photo into a bigger, cleaner image on your own computer, without uploading it anywhere.

quiche is a Rust software library that adds QUIC and HTTP/3 — the newer protocols behind faster, more reliable web connections — to another program's networking code.

A distributed object storage system written in Rust, offering broad compatibility with Amazon S3’s interface so tools and applications that already speak S3 can point at it instead.

A complete book on building AI agents, published free and in the open by Bojie Li, organised around one formula: an agent is a language model plus context plus tools.

A private search engine for your own material.

Needle is a small foundation model built specifically for devices too limited for a normal chatbot model — phones, wearables, smart-home hubs, robots and microcontrollers — packaged as a single binary as small as 8 to 29 megabytes.

A framework that puts a written specification between you and an AI coding assistant.

Higgsfield is an open-source framework for training very large neural networks — the kind with billions to trillions of parameters, such as large language models — across many computers at once, a process the project's own documentation describes as normally involving a lot of manual, error-prone setup ("multi node training without crying").

A keyboard launcher for macOS: one hotkey opens a search box that finds apps, files, clipboard history, snippets, emoji, calculator answers and window-arranging commands.

A shell tool that puts a single agent — the first mate — in front of a crew of autonomous coding agents.

Bonsai Demo is the official runner for PrismML's Bonsai family of heavily compressed language models, letting you run a 27-billion-parameter class model on a Mac, a single GPU, or plain CPU.

WebCodex connects cloud-based AI chat tools like ChatGPT and Claude to a real development environment running on your own machine, so you can ask them to inspect a repository, modify code, run tests, use Git, or investigate a failure without moving your project into a hosted workspace first.

A self-hosted chat application that puts a single interface in front of many model providers at once — OpenAI, Anthropic, Google, AWS, DeepSeek and others — so switching models does not mean switching product.

Make your AI coding assistant reply with the next action first, numbered steps and no padding.

A local workspace that turns coding agents such as Claude Code, Codex, OpenCode or Cursor into research assistants: reviewing literature, proposing a hypothesis, changing code, launching an experiment and deciding what to try next.

An open business management platform that bundles the systems a small company normally buys separately: staff records and time tracking, a customer and sales pipeline, projects and tasks, invoicing and expenses, inventory, and an applicant tracking system for hiring.

Turn PDFs, Word files, slides, spreadsheets, images and audio into Markdown text that an AI model can read.

A command-line tool that boots a virtual iPhone on an Apple Silicon Mac using Apple’s own Virtualization framework together with the infrastructure Apple built for Private Cloud Compute research.

Run your draft through it and get back the same writing with more than 20 common AI-style patterns removed while your own voice stays.

Homebrew’s own macOS app for people who would rather click than type.

A self-hosted customer relationship system built around WhatsApp, with AI agents that answer, qualify and follow up on conversations inside it.

Use a spare iPhone, iPad or old Mac as a real second monitor for your Mac, dragging windows onto it like any other screen.

A free app for sharing files and messages with devices on the same local network — an alternative to AirDrop that works across Android, iOS, Windows, macOS and Linux instead of inside one company’s ecosystem.

A desktop workspace built specifically for AI coding agents, rather than an agent bolted into an editor or a terminal.

A modular operating system for logistics: dispatching jobs, managing a fleet, tracking vehicles live on a map, warehousing, order management and the finance around it, all in one platform you can host yourself.

A catalogue of skills — add-ons that teach an AI coding assistant a particular job — that the maintainers check before listing.

An open-source tool for open-source intelligence work: you build up an investigation as a visual graph, adding entities and the relationships between them, and extending it with your own collectors as you go.

Ask questions about text, images and documents, write code, and get replies in a fixed data format.

Convert page images of long documents into text, with all pages read together in one request.

Run an open model that writes code and works through multi-step office tasks using tools.

For developers building voice apps: LFM3-Omni-2B answers questions about photos, video and audio, and replies in text, speech or both.

For developers building voice apps: LFM3-Audio-2B turns speech into text, text into speech, and answers spoken questions in text or voice.

Let an AI model investigate code, fix bugs, add features and write tests, for developers who host their own coding agents.

Run a compact language model on your own device for coding, tool-using agents and long inputs; for developers building on-device AI apps.

Send a screenshot, chart or document and get a written explanation, or hand it a bug to fix.

Ask a model questions about text or images and read written answers, through the Z.ai API or on your own servers.

Ask questions about document images, pictures and video and get text answers; it needs NVIDIA GPU servers, so it suits developers.

Send text, images or video and get written answers.

Generate 4–15 second videos with built-in stereo sound from text, images, video or audio, through an online API, web app or desktop app.

Create or edit pictures from written requests with this open weights image model, for developers building image tools.

Turn photos, scans and PDFs of Chinese or English documents into editable text, tables and formulas.

Turn a written prompt or a JSON layout into an image, with control over where text and objects go.

Turn text into multi-speaker speech with voice cloning and continuation controls.

A 740-million-parameter embedding model from Google DeepMind that turns text, code, images, video and audio into vectors in one shared 768-dimensional space.

Forecast future values from numeric time-series data, including covariates and uncertainty ranges.

Turn scanned PDFs and images into searchable text, Markdown, or JSON with boxes.

Generate images with planned text and object placement using this model for image makers, from written prompts or structured layouts.

Paste an AI-written email, essay or report and get a rewrite that reads more naturally, offline; for people writing in English or Chinese.

Ask questions about text, images, or video and receive text responses.

Extract and update conversation facts for memory frameworks such as Mem0 or MemOS.

Run an AI that thinks step by step and calls tools, on a laptop or your own server.

An accelerated 7-billion-parameter image model for making pictures from text and editing an existing image.

Turn photos of documents, multi-page scans and PDFs into text you can copy and search.

An experimental preview of the architecture Alibaba intends to build its next model generation on, released with open weights.

Ask questions about one image, several images or a video and get text answers.

Ask yes-or-no, multiple-choice or rating questions about a piece of text, JSON, an image or a video, and get a probability for every allowed answer.

A small model built to make decisions rather than write text.

JEV-35B evaluates up to 256 options in one pass.

Qwen-Image-2.1 is a 7-billion-parameter image model from Alibaba's Qwen team that both generates pictures from a text description and edits existing ones in the same model, using up to 10 reference images and letting you mark local edits with circles, painted annotations or masks while preserving the identity of people and products shown.

ZDTaichu5.0-9B is a 9-billion-parameter vision-language model, meaning it reads images, video and text together.

CLM-v0.1-8B is an 8-billion-parameter model that scores choices, such as which action an AI agent should take next, instead of writing text.

Julia-1 is a 144-million-parameter decision model, tiny beside the big chat models, that takes background context, a question and a list of possible answers, then picks the right one.

Nemotron-3-Diarization is an open-weight model from NVIDIA that does speaker diarization — working out "who spoke when" in a recording — for up to eight speakers.

Run a 27-billion-parameter reasoning model from a roughly 6 GB file on a laptop or a single GPU.

Run Qwen3.8-27B, a 27-billion-parameter model that reads images and text, on your own computer at a file size you choose.

TeleOCR is a vision-language model of about 1.2 billion parameters (learned settings) for reading documents.

Audio8 ASR Infinite is a speech-to-text model built for real-time, unlimited-length transcription rather than processing a finished audio file after the fact.

This repository repackages Alibaba's Qwen-Image-2.1 image generation and editing model as single-file weights formatted specifically for ComfyUI, a popular node-based visual tool for building AI image and video pipelines by connecting boxes on a canvas rather than writing code.

Run a language model that plans several steps, calls tools and works through long coding or research tasks, using a context of 256,000 tokens.

Hemmingway-1 is a 27-billion-parameter language model (built on Qwen3.5) fine-tuned specifically for the everyday writing people actually do — a text to a landlord, a work email, an awkward note to a colleague — rather than the longer, hedged answers general chat models tend to give.

MiMo-V2.6-Pro-RL is Xiaomi's flagship model in the MiMo-V2.6 family, reading and generating text, images, video and audio in one model with a 1-million-token context for handling large codebases or long multi-session agent work.

MiMo-V2.6-Distill-Qwen-9B is a 9-billion-parameter model made by fine-tuning Qwen3.5-9B on data generated by Xiaomi's larger MiMo-V2.6 models, a technique called distillation where a smaller model is trained to imitate a bigger one's outputs rather than being trained on raw internet text from scratch.

Give one model text, images, video or audio, with up to a million tokens of context such as a whole code repository or a long tool log, and get text back for coding and agent work.

A cross-encoder — a model that reads two pieces of text together and judges their relationship — built by further training Qwen3.5.

Sort a document into fixed answers, such as a priority level or a yes-or-no flag, and get back valid JSON in one quick step on an Apple Silicon Mac.

Get answers from a 27-billion-parameter reasoning model that spends less time thinking to itself before replying.

Compressed builds of Qwen3.8-27B, Alibaba’s 27-billion-parameter model that reads images and video as well as text, packaged as GGUF files so they run through llama.cpp, Ollama or LM Studio on hardware that could not hold the original.

A small language model — 2.5 billion parameters in a standard Llama-style architecture — built specifically for running on a device rather than in a data centre, with a 131,072-token context that is unusual at this size.

A compressed, ready-to-run version of Swift-Qwen3.8-27B, which is Qwen3.8-27B adjusted to reach its answers with far less internal deliberation.

The Apple Silicon build of a heavily compressed 27-billion-parameter model, storing each weight as one of three values — minus one, zero or plus one — in an 8.6 GB download that includes a vision component.

Chat with a large language model on your own computer or phone, even when it has little memory to spare.

Run a small model on your own server that calls tools, writes code and follows instructions inside agent setups.