Software projects

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.

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

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.

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.

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

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.

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

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.

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

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

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.

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.

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.

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

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

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

Anthropic’s coding agent for the terminal.

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

A private search engine for your own material.

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.

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.

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.

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

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

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.

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.

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.

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.

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

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

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

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.

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.

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

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

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.

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

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

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.

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

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

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.

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

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.

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

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

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

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.

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

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.

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.

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

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

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.

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

Upload documents and ask questions with traceable citations.

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

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

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

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.

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.

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.

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

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.

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.

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.

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.

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

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

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.

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

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

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.

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

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.

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

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

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

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

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

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

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

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.

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.

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.

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 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.

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.

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

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

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.

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

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

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.

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

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

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.

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

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

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

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

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.

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

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

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

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

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

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.

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

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

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.

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.

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

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

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.

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.

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.

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

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.

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).

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

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

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.

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.

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

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.

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.

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

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

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

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

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

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

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.

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

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.

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

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.

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.

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

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.

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).

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.

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.

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.

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.