Products / Ideas
Things people are building with LLMs
Open-source private desktop AI overlay with MCP support
Wisp is a desktop overlay that lets you invoke AI from any app via keyboard shortcuts, with context like text, screenshots, or active window. It supports voice queries, dictation, and pasting results directly, keeping data local and private.
Fitness app with AI coach that calls you out for skipping workouts
TrackFull is a fitness app that pairs users with an AI coach that learns from their goals, training history, and progress. The coach recommends workouts, adapts guidance, and notices when workouts are skipped, offering a more personal and engaging fitness experience.
Broll: MCP server for coding agents to create and publish marketing content
Broll is an MCP server that gives coding agents (Claude Code, Codex) a content studio to generate images, videos, carousels, and publish to Bluesky/Mastodon. It uses LLMs to draft content and automate marketing workflows, solving the problem of indie developers needing to create and publish marketing material without manual effort.
Eli Felse: a framework for safer autonomous AI assistants
Eli Felse is a framework designed to explore safer ways to create autonomous AI assistants. It uses LLMs to power an AI agent that can play games, chat, browse the web, and perform creative tasks, all while demonstrating safety measures. The framework is aimed at researchers and developers interested in building safer autonomous agents.
NeatContext: lightweight desktop app to give LLMs domain knowledge for oncall incident handling
NeatContext is a desktop application that lets LLMs access domain knowledge to handle oncall incidents more accurately. It solves the problem of SRE agents lacking domain-specific context, enabling better incident response without heavy infrastructure.
All-in-one workspace to tailor resumes to job descriptions
ApplyBoost is a web app that consolidates the resume tailoring workflow into a single workspace. It uses LLMs to rewrite bullet points, identify missing keywords, and scan for ATS compatibility, helping job seekers save time and improve their applications.
AI code review tool using custom standards file
Surmado's Scout is a low-cost AI code review tool for small teams, solo founders, and vibe coders. It reviews pull requests against a user-defined STANDARDS.MD file, providing feedback on what looks good, what needs work, and a reviewer brief. It aims to be 1/10 the price of Claude.
CV AI: AI-powered CV generator that creates polished PDFs in under 60 seconds
CV AI is a web tool that uses an LLM to generate clean, professional CVs as PDFs in under a minute. It solves the problem of messy Word templates and time-consuming design tools for job seekers who want a quick, no-frills resume. The creator built it in 24 hours using 'vibe coding' and has had 9 users test it.
Social media ghostwriter that grows your following from one thought
A system that helps micro SaaS founders grow on X, LinkedIn, and Reddit by ghostwriting posts from a single thought or past content. It uses LLMs to generate and schedule social media content, solving the distribution problem for solo builders.
AI coding agents communicate via Git repo group chat
A system where multiple AI coding agents collaborate by using a Git repository as a shared group chat. Each agent commits messages and code changes, enabling asynchronous communication and coordination. It solves the problem of orchestrating multiple LLM-based agents for complex software development tasks.
AI reading app that narrates EPUBs/PDFs line-by-line with highlighted text
SublimeRead is an AI reading app that narrates EPUB and PDF files line-by-line using natural AI voices, highlighting each sentence as it's read. It solves the problem of hands-free reading or following along while listening, with cloud-synced progress across devices. Targeted at readers who want to listen to books or follow along with audio.
AI photo editor with text prompt editing
An AI-powered photo editor that lets users perform professional-grade image editing using text prompts. It uses LLMs to interpret natural language instructions and apply edits accordingly, solving the problem of complex manual editing for casual users and professionals alike.
Resume scoring and job matching tool with skill gap roadmaps
Jobpilot is a free tool that scores a user's resume out of 100, identifies missing qualifications, and rebuilds the resume. It then matches the user against real job postings with a fit score and generates a learning roadmap for jobs they don't yet qualify for. The LLM is used to analyze resumes, generate scores, and create personalized roadmaps.
Equity research MCP server for Claude providing curated real-time stock data
A stock research platform rebuilt as a Model Context Protocol (MCP) server for Claude. It gives Claude access to real-time, quality-checked financial data and curated equity research, enabling flexible and grounded stock analysis. Aimed at individual investors who want an affordable alternative to institutional tools like FactSet or Moody's.
Open-source phone agent using HDMI capture and USB HID control
Aiden is an open-source hardware project that treats a phone as a black box, capturing screen output via HDMI and sending input back via USB HID. It runs a vision/agent loop on a Luckfox Pico Zero board with Buildroot Linux, enabling automation without installing software on the phone. The project is seeking feedback on this design approach.
TrialPilot: clinical trials from your phone, built by a patient
TrialPilot is a mobile platform that enables patients to participate in clinical trials remotely via their phone. It uses LLMs to streamline trial matching and communication, addressing the accessibility gap in clinical research for conditions like Long COVID. Built by a patient and two engineers, it aims to bring trials to patients rather than requiring travel.
Daybrief: daily 3-minute audio news brief for your stock watchlist
Daybrief is a service that scans overnight news for stocks on your watchlist and generates a 3-5 minute audio summary delivered each morning. It uses LLMs to process and condense news into a concise audio brief, solving the problem of manually checking multiple sources for stock updates. Targeted at individual investors who want to stay informed hands-free.
Ditto: mine your own LLM coding sessions into a file for your agent
Ditto extracts only the user's typed messages from local Claude Code and Codex session logs, stripping tool output and assistant replies, and compiles them into a file that an AI agent can read first. It solves the problem of losing personal work patterns and context across many coding sessions, giving the agent a honest record of how the user actually works.
GitHub contribution graph as 3D city flight game
A web game that turns a user's GitHub contribution graph into a 3D city where each day's commits become a building. The user flies a plane through the city in first-person view; crashing shows the date and commit count. Built using leftover LLM API quota, but the LLM is not a core part of the game itself.
Viral Hook Maker: app to create vertical promo videos with hook clips
Viral Hook Maker is a mobile app that helps small businesses and creators quickly produce vertical promo videos (Reels/Shorts) by selecting a language-based hook video, adding their own footage, and making simple edits. It uses an LLM to generate or curate hook scripts, solving the problem of losing time finding an engaging hook and stitching it to footage in a full editor.
GitHub commit history flight game
A browser game where you fly a plane through a 3D city generated from your GitHub commit graph. Each day with commits becomes a building, with height proportional to commit count, and lanes represent weekdays. The game was built entirely with AI (vibe-coded) without writing any code manually.
CodeInspectus: open-source security scanner for AI-generated code
CodeInspectus is a fully open-source, local security scanner that checks AI-generated code for vulnerabilities. It covers 32 checks (13 AI-specific + 19 SAST) and 200+ secret/API-key patterns, catching issues like hardcoded secrets in client-side code, exposed API keys, and insecure RLS policies. It helps developers secure projects built with LLM-generated code.
QR and barcode scanner with history and smart actions
PureLens is an iPhone/iPad app that scans QR codes, EAN, UPC, and ISBN barcodes, then offers smart actions like opening links, copying text, joining Wi-Fi, or calling numbers. It maintains a searchable scan history and allows organizing scans into collections for later reference, solving the problem of ephemeral scan results.
Client context project system for consultants using LLM
A consultant shares a system using Claude projects to maintain per-client context, including standing info, decision logs, and meeting notes. The LLM is used to quickly retrieve relevant context before meetings, reducing cognitive load from context switching. Solves the problem of forgetting client details for consultants managing multiple clients.
Competitor monitoring tool that tracks pricing, jobs, and changelogs
A free tool that automatically monitors competitors' public signals: pricing pages, job postings, and changelogs. It uses LLMs to summarize changes and alert users, saving solo developers and small teams from manual tracking. Built by a solo developer frustrated with expensive enterprise tools like Klue and Crayon.
OneMind: per-project LLM memory via a single protocol file in git repos
OneMind is a concept for a protocol file (onemind.md) that, when placed in a git repository, enables per-project LLM memory by storing structured references and context. It aims to give LLMs persistent, project-specific memory without bloating the repo, solving the problem of LLMs lacking long-term context across sessions for developers.
Open-source AI interview simulator with CLI and local web dashboard
Interview Coach is a free, open-source AI interview simulator that runs in a CLI with a local web dashboard. It uses LLMs to conduct structured mock interviews for any role, supports voice interviews, smart memory, analytics, and PDF reports, and works with any LLM provider or local models.
Uncensored AI chatbot with no login, free, anonymous
A web-based AI chatbot that uses a custom jailbreak prompt to bypass content filters, providing uncensored responses. It requires no login or signup, is free, and logs no user data. Built for users who want unrestricted AI conversations.
Bulk editor for YouTube channels with find & replace
TubeDesks is a free tool that lets YouTube creators perform find & replace across video titles and descriptions, and add/remove tags in bulk. It solves the problem of manually editing each video when fixing dead links or updating series names. No LLMs are used; it relies on the YouTube Data API.
AI sales agent that lives on your website, captures leads and follows up
HeyPipit is an AI sales agent that lives on a business's website, captures leads, and automatically follows up to prevent leads from going cold. It uses LLMs to understand visitor queries and engage in conversations, helping service-based businesses capture more leads without manual effort.
AI-powered freelancer proposal tool built via AI-driven problem discovery
A tool that helps freelancers write better proposals by using a multi-step AI framework to identify and solve real freelancing problems. The creator used a 13-16 step process with multiple AIs to discover the problem and build a prompt-based solution, without personal freelancing experience.
Reddit simulator with AI-generated personas and posts
EternalReddit is a Reddit simulator where AI-generated personas post and comment in-character. It uses Claude, OpenAI, Grok, or HuggingFace models to generate content, and is built with Blazor WebAssembly, LiteDB, and a moderation layer. The project is live and open-source, inviting feedback and nominations for new subreddits.
Agent Legibility Analyzer: test if AI shopping agents can parse your store
A tool that lets e-commerce store owners check whether AI shopping agents can read and understand their product listings. It uses LLMs to simulate how agents interpret store content, helping merchants optimize their sites for agent-driven shopping.
China travel survival app for non-Chinese speakers
A mobile app that helps travelers in China handle real-life situations like taking Didi, paying with Alipay/WeChat, ordering food, checking into hotels, and finding emergency info. It uses AI to provide translations and guidance without requiring users to learn Chinese.
Local image-to-3D model for Apple Silicon and iPhone
A port of Hunyuan3D-Paint and Hunyuan3D-Shape to Swift MLX and Python MLX, enabling image-to-3D generation on Apple Silicon Macs and iPhones with low memory usage. It solves the problem of running 3D generation locally without cloud dependencies or high-end GPUs.
Chrome extension turns Netflix into language learning tool
A Chrome extension that overlays language learning features on Netflix, allowing users to learn English, French, or Spanish while watching shows. It uses LLMs to provide translations, explanations, or interactive subtitles, making passive viewing into active learning.
Matrix rain terminal app built with TypeScript TUI SDK
A windowed terminal application that displays the iconic Matrix rain effect using katakana characters. It was built with a custom Turbo Vision-style TUI SDK written in TypeScript, developed using Claude Code. The project serves as a demo of the SDK's capabilities.
PDF AI Renamer 2.0 renames files using on-device AI analysis
PDF AI Renamer is a macOS app that automatically renames PDFs, images, and scanned documents based on their content using on-device AI. It uses OCR and vision models to extract text from scans and images, then renames files with customizable templates. The app solves the problem of manually renaming large batches of documents for professionals and power users.
Live Kanban board for AI agent plans from plan.yaml
Plandeck renders a plan.yaml as a live Kanban board that auto-organizes tasks as an AI agent works. It computes task readiness from dependency edges, so the agent and user always see what is ready, blocked, or done, solving the problem of agents losing context or mis-prioritizing during long runs.
Declarative, sandboxed language for tool orchestration with LLMs
Skillscript is a small, declarative language for defining fixed procedures that local agents execute consistently, avoiding LLM drift and token waste. It lets users write and version agent behaviors instead of relying on model guesses each time. Solves the problem of unreliable, costly agent task execution for developers building local AI agents.
Free, private, no-login photo editor with client-side AI background removal
A free online photo editor that processes images entirely in the browser using a WASM AI model for background removal. No login, no uploads, no watermarks, and no paywalls. Built for users who want a simple, private editing tool without data harvesting.
Content Chef: browser extension to block AI-generated YouTube videos
Content Chef is a browser extension that lets users filter out AI-generated or otherwise unwanted content from their YouTube feed. It provides customizable filters that can be toggled on or off, giving users control over what they see. The extension addresses the problem of low-quality or unwanted AI content cluttering YouTube recommendations.
ccpool: monitor shared Claude Code subscription usage
ccpool is an open-source tool that tracks how much each user consumes from a shared Claude Code subscription. It solves the problem of fair usage monitoring among friends or team members sharing a single subscription.
Coder: CLI tool to delegate coding tasks to background LLM agents
Coder is a CLI/plugin that lets developers dispatch coding tasks to background agents powered by Claude CLI or Codex CLI. It keeps the main session context clean and distributes workload across existing subscriptions. Built entirely with Claude Code, it is free and open source.
Toolnexus: vendor-neutral tool-calling library for LLMs in 5 languages
Toolnexus is a small, vendor-neutral tool-calling library and client loop that provides a unified Tool interface over six sources: MCP servers, agent skills, custom functions, HTTP endpoints, built-in shell/file tools, and remote A2A agents. It handles the entire tool-calling loop (parallel/chained calls, streaming, hooks, retries, memory, metrics) and supports human-in-the-loop via suspend/resume. The library is ported identically across JavaScript, Python, Go, Java, and C#, solving the problem of fragmented tool integration for developers building LLM agents.
Local-first CLI that masks PII and secrets before sending to LLMs
LocalMask is a command-line tool that runs locally to detect and mask personally identifiable information (PII) and secrets before data is sent to large language models. It solves the privacy and compliance problem for developers and organizations that need to use LLMs without exposing sensitive data.
AI search hallucination monitoring for businesses
A service that monitors how AI search engines (ChatGPT, Gemini, Perplexity) describe a business and alerts owners when hallucinations or wrong information cause customer loss. It helps SaaS and small businesses recover leads lost due to AI errors in private chat sessions.
Downhill Mayhem: a browser-based mountain bike racing game built with Claude
A free, open-source browser game inspired by Downhill Domination (PS2). The player races AI opponents down a procedurally generated mountain, performing tricks to charge boost and punching rivals. The entire game is a single HTML file with no external assets, built with Claude.
Zer0Fit: MCP server for zero-shot ML with Google TabFM & TimesFM
Zer0Fit is an MCP server that wraps Google's TabFM and TimesFM foundation models, enabling zero-shot classification, regression, and forecasting via a local LLM. It allows users to perform ML tasks without training or tuning, connecting to Open WebUI, Claude Code, or Codex. Built for developers and researchers who want quick, local ML inference.
AI-powered job search tool that scores and recommends top jobs
A web tool that queries multiple job APIs, filters and scores listings against a user's career profile using AI, then sends the top 5 matches. It helps job seekers find relevant opportunities efficiently.