Show HN Today: Discover the Latest Innovative Projects from the Developer Community

Show HN Today: Top Developer Projects Showcase for 2025-05-14
SagaSu777 2025-05-15
Explore the hottest developer projects on Show HN for 2025-05-14. Dive into innovative tech, AI applications, and exciting new inventions!
Summary of Today’s Content
Trend Insights
The data suggests a strong interest in AI-driven tools, especially those focused on automation, code generation, and simplifying complex tasks. There's also a growing emphasis on open-source solutions and tools that enhance developer productivity. Furthermore, the trend of running AI models locally with constrained resources (CPU/GPU) shows the developer's needs and interests of creating user-friendly experiences.
Today's Hottest Product
Name
Muscle-Mem: Behavior Cache for AI Agents
Highlight
An SDK that records and replays AI agent tool-calling patterns, intelligently swapping between script-based execution and agent-based automation.
Popular Category
AI Agents
AI Tools
Software Development
Utilities
Education
Popular Keyword
AI
LLM
Automation
Open Source
Docker
Technology Trends
AI-powered Automation
Web3 and Blockchain
Cloud Computing
AI-driven Development Tools
AI-Enhanced Learning
Project Category Distribution
AI/Machine Learning (35%)
Developer Tools (30%)
Utilities/Productivity (15%)
Education/Learning (10%)
Web3/Blockchain (5%)
Other (5%)
Today's Hot Product List
Ranking | Product Name | Likes | Comments |
---|---|---|---|
1 | Semantic Calculator | 132 | 143 |
2 | Muscle-Mem | 182 | 41 |
3 | Lumier | 139 | 45 |
4 | CSV GB+ | 46 | 19 |
5 | acmsg | 14 | 19 |
6 | Tako Knowledge Search API | 20 | 12 |
7 | YapCards | 19 | 5 |
8 | Sam TTS | 15 | 8 |
9 | LLM Extractor | 14 | 0 |
10 | Doxxer | 9 | 3 |
1
Semantic Calculator

Author
nxa
Description
A tool for performing semantic calculations on word embeddings using addition and subtraction to find relationships between words.
Popularity
Points 132
Comments 143
What is this product?
It's a semantic calculator that analyzes word embeddings. You can input word relationships (like king - man + woman) and it returns the closest matching word, ranking results based on distance and cosine symmetry.
How to use it?
You input word relationships using addition and subtraction. The tool then calculates and ranks the results based on their semantic distance to your query. For instance, input 'king - man + woman' to find the most similar word.
Product Core Function
· Calculates semantic relationships between words using vector addition and subtraction.
· Ranks results based on distance and cosine similarity.
· Uses a dataset of nouns (and some proper nouns).
· Case-sensitive matching.
Product Usage Case
· Finding the semantic equivalent of 'king - man + woman' to discover 'queen'.
· Exploring relationships between different concepts and terms within the dataset.
· Experimenting with various word combinations to uncover unexpected semantic links.
2
Muscle-Mem

Author
edunteman
Description
An SDK that records and replays AI agent tool-calling patterns to optimize automation workflows.
Popularity
Points 182
Comments 41
What is this product?
Muscle-Mem is an SDK that acts as a behavior cache for AI agents. It records the tool-calling patterns of an agent when solving tasks and deterministically replays those learned trajectories when the task is encountered again. It uses a script-based execution for repeat cases and agent-based automation for discovery and self-healing.
How to use it?
Integrate the SDK into your AI agent-based automation workflows. The SDK will learn and cache the agent's tool-calling patterns. When a task is repeated, the system will replay the cached behavior, switching to agent mode only when edge cases are detected or new tasks are encountered.
Product Core Function
· Records agent tool-calling patterns.
· Deterministically replays learned trajectories.
· Falls back to agent mode for edge cases.
· Optimizes automation workflows by caching and replaying successful behaviors.
· Generalizes to any automation performing discrete tasks in dynamic environments.
Product Usage Case
· Automating legacy Windows applications in healthcare, lending, and manufacturing.
· Handling edge cases in existing RPA (Robotic Process Automation) systems.
· Improving the efficiency and reducing the costs of AI agent-based automation.
3
Lumier

Author
GreenGames
Description
Lumier is an open-source tool for running macOS and Linux virtual machines in Docker containers on Apple Silicon Macs.
Popularity
Points 139
Comments 45
What is this product?
Lumier is a tool that allows users to run macOS and Linux virtual machines within Docker containers, specifically optimized for Apple Silicon (M-series) Macs. It leverages Apple's Virtualization Framework for hardware-accelerated VMs.
How to use it?
1. Install Docker for Apple Silicon.
2. Install the lume background service using a provided one-liner.
3. Start a VM using a Docker run command, specifying parameters like VM name, version, CPU cores, and RAM size. You can access the VM via a web browser using VNC.
4. For persistent storage, create a storage directory and use a Docker run command that includes volume mounting.
5. For file sharing, create a shared directory and use a Docker run command with another volume mount.
Product Core Function
· Launch a ready-to-use macOS VM in minutes.
· Access your VM through any web browser via VNC.
· Share files between your host and VM effortlessly.
· Use persistent storage or ephemeral mode.
· Automate VM startup with custom scripts.
Product Usage Case
· Development and testing environments that need macOS.
· CI/CD pipelines for Apple platform apps.
· Disposable macOS instances for security research.
· Automated UI testing across macOS versions.
· Running AI agents in isolated environments.
4
CSV GB+

Author
olllo
Description
A local data tool for opening, cleaning, and exporting gigabyte-sized CSVs without code.
Popularity
Points 46
Comments 19
What is this product?
CSV GB+ is a desktop application designed for processing large CSV files locally. It offers a point-and-click interface for operations like merging, splitting, filtering, and exporting.
How to use it?
Download and install CSV GB+. Open your CSV file, then use the interface to apply desired operations (filter, merge, etc.). Finally, export the processed data. The tool automatically switches between disk-based and RAM-based processing for optimal performance.
Product Core Function
· Handles massive CSVs with ease (merge, split, dedup, filter, batch export)
· Smart engine switch: disk-based 'V Core' or RAM-based 'P Core'
· Offline processing (no data upload or telemetry)
· Supports various file formats (CSV, XLSX, JSON, DBF, Parquet, and more)
Product Usage Case
· Cleaning and filtering large datasets downloaded from online sources.
· Merging data from multiple CSV files into a single, usable file.
· Splitting large CSV files into smaller, manageable chunks.
· Removing duplicate entries from large datasets.
· Preparing data for analysis or import into other tools.
5
acmsg

Author
qeden
Description
A CLI tool that automatically generates commit messages based on staged changes using AI.
Popularity
Points 14
Comments 19
What is this product?
acmsg is a command-line tool that uses AI to create commit messages by analyzing the staged changes in a Git repository.
How to use it?
You can use acmsg by installing it and running the command 'acmsg' within your Git repository. It will then analyze your staged changes and generate a commit message for you.
Product Core Function
· Automatic commit message generation
· Integration with Git
· Uses AI models via the OpenRouter API
· Based on staged changes
Product Usage Case
· Generating commit messages for new features.
· Creating commit messages for bug fixes.
· Documenting code changes quickly and efficiently.
6
Tako Knowledge Search API

Author
ttobbaybbob
Description
A Knowledge Search API that provides visual answers and grounding text from real-time, structured data using natural-language prompts.
Popularity
Points 20
Comments 12
What is this product?
Tako is a Knowledge Search API that allows developers to build AI-powered applications with access to real-time, structured data. It uses natural-language prompts to retrieve visual answers and grounding text, going beyond the capabilities of many existing AI systems.
How to use it?
Developers can integrate the Tako API into their applications by sending natural-language prompts. The API then processes the prompts, retrieves relevant information from its knowledge graph, and returns visual answers and grounding text. It is designed to augment LLMs and provide more accurate and efficient results.
Product Core Function
· Natural language query processing
· Real-time, structured data retrieval
· Visual answer generation
· Grounding text provision
· Generative Augmented Search (GAS) architecture
· Integration with LLMs (e.g., Llama 3.3-70B)
Product Usage Case
· Building AI applications that require up-to-date information (e.g., financial analysis, market research)
· Augmenting the capabilities of LLMs by providing access to data not available in LLMs or on the web
· Creating interactive dashboards with real-time data
7
YapCards
Author
DonEsquire
Description
YapCards is an iOS app designed for hands-free and efficient flashcard studying, using voice interaction and AI feedback.
Popularity
Points 19
Comments 5
What is this product?
YapCards is an iOS application that allows users to practice vocabulary and other subjects using voice-driven flashcards. It utilizes AI to evaluate spoken responses and provide feedback.
How to use it?
Users select a list to practice, the app reads the prompt aloud, and users respond verbally. The AI then assesses the response and provides feedback. Users can practice pre-made lists or upload their own.
Product Core Function
· Voice-only practice (no need to look at your screen)
· AI evaluation and feedback
· Practice publicly available lists or upload custom lists
· Share lists with others
· Uses the SM2 algorithm for spaced repetition scheduling
Product Usage Case
· Practicing Spanish vocabulary during a commute.
· Studying various subjects using voice prompts and AI feedback.
· Creating and sharing flashcard lists with others.
8
Sam TTS

Author
chrisweiindie
Description
A web-based tool that recreates the classic Microsoft SAM voice from Windows XP using phoneme-based synthesis.
Popularity
Points 15
Comments 8
What is this product?
Sam TTS is a web application that allows users to generate audio using the iconic robotic voice from the early 2000s Windows XP operating system. It utilizes phoneme-based synthesis and is built entirely in the browser.
How to use it?
Users can type any text into the provided input field, adjust pitch, speed, mouth, and throat settings, and then instantly hear the generated voice. The audio can also be downloaded as a WAV file.
Product Core Function
· Text-to-speech conversion using the classic Microsoft SAM voice.
· Customizable pitch, speed, mouth, and throat settings.
· WAV file download for generated audio.
· Browser-based operation, requiring no AI models.
Product Usage Case
· Game developers looking for retro sound effects.
· Meme creators wanting to add a nostalgic voice.
· Retro enthusiasts creating content.
· Anyone who wants to add a touch of digital nostalgia to their work.
9
LLM Extractor

Author
andrew_zhong
Description
A robust library for extracting and enriching structured data from HTML and Markdown using LLMs.
Popularity
Points 14
Comments 0
What is this product?
It is a TypeScript library designed for reliable data extraction from web content by leveraging Large Language Models (LLMs), providing features like HTML cleaning, structured output generation, JSON sanitization, and URL validation.
How to use it?
The library is used by providing HTML or Markdown input, specifying a desired output schema, and utilizing the library's functions to extract and structure the data. It employs LLMs like Gemini 2.5 flash or GPT-4o mini for output generation, with options for custom prompts and JSON sanitization to handle errors.
Product Core Function
· Clean HTML conversion to LLM-friendly markdown
· LLM-based structured output generation using Gemini 2.5 flash or GPT-4o mini, or custom prompts
· JSON sanitization to fix incomplete or incorrect LLM outputs
· URL validation, handling relative URLs, removing invalid URLs, and repairing markdown-escaped links
Product Usage Case
· Extracting product data from e-commerce websites
· Parsing and structuring information from news articles
· Automating data collection from web pages with dynamic content
· Creating datasets from unstructured web content
10
Doxxer

Author
nautical_dog
Description
A CLI utility written in Rust for extracting and calculating semantic versions from Git repository tags.
Popularity
Points 9
Comments 3
What is this product?
Doxxer is a command-line tool that helps manage and determine semantic versions for your Git repositories, based on your tags.
How to use it?
You can use Doxxer via the command line, typically within your Git repository, to extract and calculate the current or upcoming semantic versions based on your tags.
Product Core Function
· Extracts semantic versions from Git tags.
· Calculates current and upcoming semantic versions.
· Provides a predictable output format.
· Inspired by 'git describe --tags'.
Product Usage Case
· Used in continuous integration and continuous delivery (CI/CD) pipelines to automatically version software builds.
· Integrating into project build scripts to dynamically generate version numbers.
· Used in projects to easily determine the correct version based on git tags without manual intervention.
· Automating the version bumping based on git tag changes.
11
AutoA2A

Author
richardblythman
Description
A tool that simplifies the process of deploying existing agent projects as A2A servers.
Popularity
Points 11
Comments 0
What is this product?
AutoA2A is a library and CLI tool that converts existing agent projects (built with frameworks like CrewAI, LangGraph, LlamaIndex, OpenAI's Agents SDK, or Pydantic AI) into A2A servers without requiring code modification.
How to use it?
You add the autoa2a library to your project, run the CLI, configure the agent and input schema, and then deploy locally or on a hosted platform. A demo platform allows one-click deployment from a GitHub URL.
Product Core Function
· Converts agents from various frameworks to A2A servers
· Requires no modification of existing agent project code
· Offers a CLI for easy setup
· Supports local or hosted deployment
· Provides a demo deployment platform (similar to Vercel for MCP servers)
Product Usage Case
· Converting CrewAI agents into A2A servers.
· Deploying LangGraph agents as A2A servers.
· Hosting LlamaIndex agents using AutoA2A.
· Exposing OpenAI's Agents SDK agents as A2A services.
· Deploying Pydantic AI agents quickly.
12
Kasimba

Author
bobnarizes
Description
A macOS app that converts Windows paths to SMB addresses.
Popularity
Points 6
Comments 5
What is this product?
Kasimba is a macOS application designed to translate Windows file paths into their corresponding SMB (Server Message Block) network addresses.
How to use it?
Users input a Windows file path, and Kasimba instantly provides the equivalent SMB address, simplifying network file access.
Product Core Function
· Windows path to SMB address conversion
· macOS application integration
· Simple and intuitive user interface
Product Usage Case
· Quick access to files on Windows network shares from macOS
· Simplifying the process of sharing files between Windows and macOS systems
· Useful for developers and IT professionals managing mixed-OS environments
13
Family Folder

Author
tonystaunton
Description
A tool designed to help families stay connected, simplify planning, and manage important information.
Popularity
Points 4
Comments 6
What is this product?
Family Folder is a private platform for families to organize their lives, share information, and stay connected.
How to use it?
Users can create accounts, invite family members, share documents, manage schedules, and communicate within a private and secure environment.
Product Core Function
· Document storage and sharing
· Calendar and event planning
· Communication features
· Private and secure data management
Product Usage Case
· Managing family schedules and appointments.
· Sharing important documents like insurance papers.
· Coordinating childcare logistics.
· Organizing birthdays and other celebrations.
14
Human-Use

Author
maalber
Description
A service that connects LLMs to humans in real-time for feedback and insights.
Popularity
Points 6
Comments 3
What is this product?
Human-Use enables Large Language Models (LLMs) to crowdsource human feedback and insights by connecting them to people in real-time.
How to use it?
Users can enable their LLMs to use humans for preference research, checking for hallucinations, capturing sentiment, getting feedback, and more, leveraging the Rapidata API.
Product Core Function
· Real-time human feedback and insights
· Preference research
· Hallucination detection
· Sentiment capture
· Customizable feedback gathering
Product Usage Case
· Gathering feedback on LLM outputs.
· Improving the accuracy of LLM responses.
· Understanding user sentiment towards LLM generated content.
· Conducting preference research to personalize LLM interactions.
15
LTXV 13B Distilled

Author
statusreport
Description
A faster, open-source video generation model that allows for rapid iteration and experimentation in video creation.
Popularity
Points 8
Comments 1
What is this product?
LTXV 13B Distilled is a distilled version of an open-source video generation model, designed for faster video generation speeds without sacrificing quality.
How to use it?
The model can be used in three pipelines: Distilled Pipeline (fastest), Mixed Pipeline (middle ground), and Base Pipeline (highest quality). It is open source and available on GitHub and Hugging Face, with integrations for ComfyUI and an LTXV trainer.
Product Core Function
· Fast video generation (5-second videos in under 10 seconds on an H100)
· Interoperability with the base model for mixed rendering pipelines
· Support for multi-scale rendering
· Open-source and readily available for use and customization.
Product Usage Case
· Rapid prototyping of video content.
· Iterating quickly on video generation ideas and concepts.
· Creating final, high-quality video renders using the base pipeline.
· Integrating into existing video creation workflows.
16
BrandMyApp
Author
ditegashi
Description
BrandMyApp helps founders create professional branding for their MVPs quickly using AI, generating logos, color palettes, typography, and UI component previews.
Popularity
Points 4
Comments 4
What is this product?
BrandMyApp is a tool that uses AI and design expertise to generate complete branding packages for startups and MVPs, including logos, color palettes, typography, and UI component previews.
How to use it?
Users input their industry and target audience, and BrandMyApp's AI generates branding options. Users can then customize and download the branding assets, including AI-ready packages for consistent application across development tools.
Product Core Function
· Generates multiple logo options with variations.
· Creates industry-specific color palettes.
· Provides typography systems that match brand voice.
· Offers UI component previews.
· Provides AI-ready asset packages.
Product Usage Case
· Creating a professional brand identity for a new MVP.
· Ensuring brand consistency across different platforms and tools.
· Accelerating the branding process to focus on core product development.
· Generating branding assets for use with AI tools like Cursor, v0, and Lovable.
17
DigiParser PDF Toolkit

Author
pankaj9296
Description
A web-based suite of free PDF utility tools for merging, splitting, converting, and more.
Popularity
Points 3
Comments 4
What is this product?
DigiParser's PDF Toolkit is a collection of free, browser-based tools designed to simplify working with PDF files.
How to use it?
Visit the DigiParser website and navigate to the PDF tools section. Select the desired tool and upload your PDF file or files. Follow the on-screen instructions to complete the task.
Product Core Function
· Merge PDF files
· Split PDF files
· Compress PDF files
· Convert PDF to and from Word, Excel, JPG, etc.
· OCR (Optical Character Recognition)
· Redact PDF content
· Fill PDF forms
· Sign PDF documents
· Reorder PDF pages
Product Usage Case
· Combining multiple PDF reports into a single document.
· Extracting specific pages from a large PDF file.
· Converting a PDF resume to a Word document for editing.
· Scanning a paper document and converting it to a searchable PDF.
· Redacting sensitive information from a PDF contract.
18
Horochan
Author
viknesh_x
Description
A fast, minimalist daily horoscope site with no ads or tracking.
Popularity
Points 3
Comments 3
What is this product?
Horochan is a website that provides a daily horoscope in a clean, ad-free, and tracking-free environment.
How to use it?
Simply visit the Horochan website to view your daily horoscope.
Product Core Function
· Provides a daily horoscope
· Fast loading speed
· No ads or tracking
· Minimalist design
Product Usage Case
· Users seeking a daily horoscope without distractions
· Individuals looking for a quick and clean way to access their horoscope
19
In-App Browser Skipper

Author
DevEric
Description
A free tool to bypass in-app browsers and open links directly in the user's default browser.
Popularity
Points 4
Comments 2
What is this product?
It's a free service that converts your links to automatically skip in-app browsers, which often cause tracking and usability issues.
How to use it?
You can use the tool without an account to convert existing links. If you want to create your own link page, you'll need to sign up.
Product Core Function
· Link conversion to bypass in-app browsers.
· Option to create a custom link page (requires sign-up).
Product Usage Case
· Sharing links on social media to avoid in-app browser limitations.
· Creating a custom link page with multiple links for a streamlined user experience.
20
Fusion

Author
retlim
Description
Fusion is a PHP package manager designed to automate tasks like dependency management and code registration for PHP projects.
Popularity
Points 2
Comments 4
What is this product?
Fusion is a modular package manager for PHP, designed to streamline common tasks like dependency management, package state migration, extension of packages, and registration of loadable code.
How to use it?
Fusion is used by including it in your PHP project and utilizing its features for package management and code organization. Refer to the repository for detailed usage instructions.
Product Core Function
· Modular package system
· Scoped metadata and snapshot files
· Lifecycle callbacks
· Auto-generated code registries
· Flexible package references
· Directory type indicators
· Interface-based customization
Product Usage Case
· Managing dependencies in PHP projects
· Migrating package states
· Extending packages
· Registering loadable code
21
Superchange.ai

Author
tgenaitay
Description
An AI-powered changelog aggregator that gathers and organizes updates from tech providers.
Popularity
Points 5
Comments 0
What is this product?
Superchange.ai is an AI agent that collects and organizes changelog updates from various tech providers into a single, user-friendly feed.
How to use it?
Users can access the changelog feed to stay informed about updates from their tech providers. The product aims to simplify staying up-to-date with API changes, new features, and other important information.
Product Core Function
· AI-powered changelog aggregation
· Organized feed of updates from tech providers
· Focus on API and tech provider updates
Product Usage Case
· Keeping up-to-date with API changes
· Planning and building applications based on the latest updates
· Maintaining existing systems in sync with provider changes
22
Cache Horse

Author
fiiv
Description
An HTTP cache/batch service for simplifying and optimizing HTTP requests, especially for frontend applications.
Popularity
Points 5
Comments 0
What is this product?
Cache Horse is a service designed to cache HTTP requests and batch them together, providing an easy plug-and-play solution to manage and optimize API calls.
How to use it?
You can use Cache Horse by integrating it into your frontend or backend application to cache frequently accessed data and batch multiple requests to the same API.
Product Core Function
· Caching HTTP responses
· Batching HTTP requests
· Managing quota limits of APIs
· Simplified HTTP request handling
Product Usage Case
· Fetching and caching daily weather data.
· Caching historic currency exchange rates.
· Managing air quality readings with quota limits.
· Optimizing requests to APIs with rate limits.
23
StealthCoder
Author
StealthCoder
Description
An invisible AI overlay designed to assist developers with data structures and algorithms during coding interviews.
Popularity
Points 3
Comments 2
What is this product?
StealthCoder is an AI-powered tool that provides in-place hints for data structures and algorithms during coding interviews, helping developers succeed in technical assessments.
How to use it?
StealthCoder runs silently in the background and provides hints via a keyboard shortcut (Ctrl+Alt+S). It is designed to be undetectable during screen sharing and interview scenarios.
Product Core Function
· Provides in-place Data Structures & Algorithm hints.
· Works silently without extra windows or icons.
· Doesn't show up on Zoom/Meet or trigger cheat detectors.
Product Usage Case
· Helps developers during live coding interviews.
· Assists in solving Data Structures & Algorithms puzzles.
· Provides support for those struggling with trivia-based interviews.
24
Applisights

Author
rajathhegde
Description
An AI-powered Applicant Tracking System (ATS) designed for small teams, streamlining the hiring process with automated resume intake and intelligent screening.
Popularity
Points 4
Comments 0
What is this product?
Applisights is an AI-powered ATS that helps small teams manage job applications efficiently.
How to use it?
Applisights automates resume intake, uses AI for intelligent screening, and provides a clean interface for tracking candidates. Users can start using it immediately without complex setup or training.
Product Core Function
· Automated resume intake
· AI-powered intelligent screening
· Intuitive candidate tracking interface
Product Usage Case
· Managing job applications for startups
· Streamlining hiring processes for small companies
· Replacing clunky ATS solutions
25
Easel

Author
BSTRhino
Description
Easel allows developers to create multiplayer games with the ease of single-player game development.
Popularity
Points 3
Comments 1
What is this product?
Easel is a platform that simplifies the creation of multiplayer games by abstracting the complexities of network programming.
How to use it?
Developers write game logic as if it were a single-player game, and Easel handles the synchronization and networking behind the scenes. Use the platform's tools, libraries, and documentation to build and deploy your multiplayer game.
Product Core Function
· Simplified multiplayer game development
· Real-time synchronization
· Network abstraction
· Easy integration
Product Usage Case
· Creating online versions of single-player games
· Developing collaborative games
· Building competitive multiplayer experiences
26
Mindsaha

Author
v33ra
Description
A desktop application for organizing your digital life using mind maps. It allows you to take notes, manage tasks, track time, bookmark links, and download their content locally.
Popularity
Points 4
Comments 0
What is this product?
Mindsaha is a desktop-based mind mapping tool designed to help users organize their digital lives.
How to use it?
Users can create mind maps to take notes, manage tasks, track time, bookmark web links, and download content. The application is available for macOS and Windows and works offline.
Product Core Function
· Note-taking
· Task management
· Time tracking
· Bookmark management (with local content download)
· Progress tracking
· Offline functionality
Product Usage Case
· Organizing research notes
· Planning projects and tasks
· Tracking personal to-do lists
· Managing website bookmarks and downloaded content
· Visualizing and tracking progress on activities
27
Jupyt

Author
risos8200
Description
An AI-native coding assistant for Jupyter notebooks that helps users write, run, and analyze Python code faster.
Popularity
Points 4
Comments 0
What is this product?
Jupyt is an AI-powered coding assistant designed for Jupyter notebooks, enhancing productivity in research, data analytics, and prototyping.
How to use it?
Install Jupyt via pip and sign up for the beta to get started. The tool integrates within Jupyter notebooks, providing features like automated cell management and AI-driven code execution.
Product Core Function
· Automatically creates, updates, and deletes cells
· Runs and references outputs autonomously with “Agent Mode”
· Searches datasets from HuggingFace, Kaggle, and more
· Supports major model providers (OpenAI, Claude, Gemini, etc.)
Product Usage Case
· Enhancing research workflows
· Improving data analytics productivity
· Speeding up prototyping in Jupyter notebooks
28
EVMAuth

Author
sscovil
Description
EVMAuth is an open protocol for secure authorization in Web3 applications using ERC-1155 tokens.
Popularity
Points 4
Comments 0
What is this product?
EVMAuth is a smart contract that extends the ERC-1155 token standard to control access to web resources, content, and applications based on token ownership.
How to use it?
Developers can deploy the EVMAuth smart contract to any EVM-compatible blockchain and integrate it with their applications to restrict access based on token ownership. A TypeScript SDK is available for easier integration.
Product Core Function
· Access control
· Membership management
· Subscription services
· API credit management
· Gamification (achievements, badges)
· Pay-per-view content
· Event ticketing
· Trial access
· Gaming assets management
· Software licensing
· In-app purchases
· Certifications
· Retail rewards
· Crowd-funding rewards
· Collectible asset management
Product Usage Case
· Restricting access to premium content or features in a web application.
· Implementing a membership system with token-gated access.
· Selling API credits for metered usage.
· Creating token-gated events with ticketing.
· Managing in-game assets with ownership verification.
29
MemoCat

Author
Airyisland
Description
A simple, open-source note-taking product.
Popularity
Points 3
Comments 1
What is this product?
MemoCat is a straightforward, open-source note-taking application designed for ease of use.
How to use it?
You can use MemoCat to create, organize, and manage your notes. It's designed to be simple, so the usage should be intuitive, likely involving text input and organizational features.
Product Core Function
· Note creation
· Note organization (potentially via tags, folders, or a similar system)
· Note editing
· Open Source (allows for customization and community contribution)
Product Usage Case
· Quickly jotting down ideas
· Creating to-do lists
· Storing meeting notes
· Organizing research information
30
Datasleuth

Author
Jacques2Marais
Description
An LLM-powered research pipeline tool that transforms unstructured data into structured results.
Popularity
Points 3
Comments 0
What is this product?
Datasleuth is a tool utilizing Large Language Models (LLMs) to create automated research pipelines. It processes data and delivers structured results.
How to use it?
Users input data into the Datasleuth pipeline. The LLM analyzes the data and extracts structured information, presenting it in an organized format.
Product Core Function
· LLM-powered data processing
· Automated research pipeline creation
· Structured data output
· TS (TypeScript) based implementation
Product Usage Case
· Analyzing research papers to extract key findings.
· Processing financial reports to identify trends.
· Summarizing news articles to highlight important information.
31
Terraform DNS Backend

Author
echonull
Description
A custom Terraform HTTP backend that stores state files as DNS TXT records in AWS Route 53, leveraging the globally distributed DNS system.
Popularity
Points 3
Comments 0
What is this product?
It is a Terraform backend that stores Terraform state in AWS Route 53 as DNS TXT records.
How to use it?
You use it by configuring your Terraform to use this custom HTTP backend, providing credentials and the DNS zone. The backend then handles storing and retrieving the state data.
Product Core Function
· Stores Terraform state in DNS TXT records.
· Handles state locking via dedicated TXT records.
· Splits state data into 255-byte chunks.
· Implements the Terraform HTTP backend protocol.
· Secured with HTTP Basic Auth.
· Deployed as an Python AWS Lambda function.
Product Usage Case
· Storing Terraform state without using S3.
· Leveraging the global distribution of DNS for state storage.
· Managing Terraform state in environments where S3 access is restricted.
32
GoBuildMy.App

Author
svenvdz
Description
Build native iOS and Android apps by chatting and publish with one click. Integrates with Firebase and backs up to GitHub.
Popularity
Points 2
Comments 1
What is this product?
GoBuildMy.App is a platform that allows users to create native iOS and Android applications through conversational interaction, without requiring traditional coding.
How to use it?
Users interact with GoBuildMy.App through chat to design and develop their apps. They can test the apps in-browser using web simulators and then publish them with a single click. Users can also easily integrate Firebase and connect their Firebase account.
Product Core Function
· Chat-based app development
· Native iOS and Android app generation
· In-browser testing with web simulators
· One-click publishing
· Firebase integration
· Automatic code backup to GitHub
Product Usage Case
· Building mobile apps without coding expertise
· Rapid prototyping of mobile app ideas
· Easy integration of Firebase services for app functionality
33
AskAnyQuestion.ai

Author
jroseborough
Description
A tool that transforms your documents into a branded AI-powered search engine, requiring no coding.
Popularity
Points 3
Comments 0
What is this product?
AskAnyQuestion.ai allows users to create branded search engines using their own documents, providing both public and private search capabilities, and supporting multiple languages.
How to use it?
Users upload their content, configure the search engine, and then embed it on their website, share it via a QR code, or assign team roles.
Product Core Function
· Document-based AI search engine creation
· Branding customization
· Public and private search engine options
· Multi-language support
· Team role assignments
· Embedding on websites and QR code sharing
Product Usage Case
· Teams needing to answer common questions efficiently.
· Businesses looking to replace outdated FAQ pages.
· Organizations seeking a more personalized and useful search solution.
34
PhraseClip

Author
kielak2
Description
A Chrome extension and web app that provides instant in-page translation and vocabulary building for non-native English speakers.
Popularity
Points 2
Comments 1
What is this product?
PhraseClip is a Chrome extension that allows users to instantly translate words and phrases on any webpage without leaving the page, while also building a personal vocabulary list.
How to use it?
Users can highlight a word or phrase on a webpage, and PhraseClip will display the translation directly on the page. Lookups are saved to a personal dictionary accessible in the companion web app for review.
Product Core Function
· Instant in-page translation
· Automatic vocabulary storage
· Contextual example sentences
· Personal dictionary review in web app
Product Usage Case
· Reading articles online and understanding unfamiliar words instantly.
· Learning new vocabulary through everyday browsing.
· Improving English comprehension for non-native speakers.
35
SauronMCP

Author
shchagin
Description
A single MCP (Model Control Panel) that can search for and proxy remote MCPs without requiring local installation.
Popularity
Points 3
Comments 0
What is this product?
SauronMCP is a tool that allows you to discover and use remote MCPs (Model Control Panels) without needing to install them locally. It simplifies the process of finding, trying out, and utilizing different tools.
How to use it?
You simply ask SauronMCP to find and use the desired tool. It handles the search, proxying, and setup behind the scenes, eliminating the need for local installations and environment restarts.
Product Core Function
· Search for remote MCPs
· Proxy remote MCPs
· Eliminate the need for local installation
· Simplify the process of trying out MCP tools
Product Usage Case
· Discovering and testing various remote MCP tools
· Using remote tools without local installation overhead
· Rapid prototyping with different MCP configurations
36
IdeaForge

Author
westche2222
Description
A database of startup ideas sourced from Hacker News and Reddit.
Popularity
Points 3
Comments 0
What is this product?
IdeaForge is a curated database containing startup ideas extracted from discussions on Hacker News and Reddit.
How to use it?
Users can browse and filter the database to discover potential startup concepts. The database allows users to explore ideas based on their interests or search for specific keywords.
Product Core Function
· Database browsing
· Keyword search
· Filtering by source (Hacker News, Reddit)
· Idea exploration
Product Usage Case
· Finding inspiration for new business ventures
· Identifying trending market opportunities
· Brainstorming potential product solutions
37
WorkFlawless

Author
askewbee
Description
A process management tool designed to help teams map, document, and maintain their processes, and smoothly onboard new personnel.
Popularity
Points 1
Comments 1
What is this product?
WorkFlawless is a platform for teams to document, manage, and improve their internal processes. It helps streamline onboarding, maintain standards, and preserve knowledge within a company.
How to use it?
Users can map out their processes, document each step, and ensure everyone follows the same procedures. The tool is designed for easy use and quick adoption, including AI-driven process generation.
Product Core Function
· Process Mapping
· Process Documentation
· Onboarding Support
· Process Maintenance
· AI-driven Process Generation
Product Usage Case
· Standardizing company processes to improve consistency.
· Streamlining employee onboarding to reduce training time.
· Preserving knowledge when employees leave the company.
· Helping teams scale operations efficiently.
38
HN Discussion Summarizer

Author
rasulkireev
Description
A tool that summarizes the most active discussions on Hacker News.
Popularity
Points 2
Comments 0
What is this product?
A web-based tool that analyzes Hacker News discussions and provides concise summaries of the most active threads.
How to use it?
Visit the tool's website and let it automatically analyze and summarize the current active Hacker News discussions.
Product Core Function
· Summarizes active Hacker News discussions.
· Identifies the most active threads.
· Provides a concise overview of each discussion.
Product Usage Case
· Quickly catch up on trending topics on Hacker News.
· Identify key insights from various discussions.
· Stay informed about emerging trends in tech and startups.
39
Tinybox UI

Author
Penguin_
Description
A minimal, local-first UI designed for hackers, providing a clean system monitor, setup assistant, and terminal-optional control panel.
Popularity
Points 2
Comments 0
What is this product?
Tinybox UI is a user interface for local hardware, offering a fast and minimal system monitor, setup assistant, and control panel.
How to use it?
The UI is designed to be intuitive. Users can monitor system performance, configure settings, and manage the hardware directly from the interface, with optional terminal access.
Product Core Function
· System Monitoring
· Setup Assistant
· Terminal-Optional Control Panel
Product Usage Case
· Monitoring local hardware resources.
· Configuring hardware settings.
· Managing hardware without cloud dependency.
40
BlueApex
Author
BlueApex
Description
A web application for sharing recommendations visualized on a map.
Popularity
Points 2
Comments 0
What is this product?
BlueApex is a web application that allows users to share and discover recommendations through interactive maps.
How to use it?
Users can browse recommendations by location, add their own recommendations, and view the recommendations of others on a map interface. You can visit the website and interact with the map.
Product Core Function
· Map-based recommendation browsing
· Adding and sharing personal recommendations
· Location-based filtering
· User profile and recommendation management
Product Usage Case
· Discovering the best restaurants in a city
· Finding highly-rated local businesses near a travel destination
· Sharing personal recommendations with friends and family
· Creating a map of favorite places to visit
41
Mullet Generator

Author
grapevine12
Description
A fun and easy tool to generate mullet hairstyles.
Popularity
Points 2
Comments 0
What is this product?
A web-based application that allows users to create and visualize a mullet hairstyle on themselves or others.
How to use it?
Upload a photo, select different mullet styles, and customize the hair length and color to see how you would look with a mullet.
Product Core Function
· Image uploading and processing
· Mullet style selection
· Hair customization (length, color)
· Photo preview with the generated mullet
· Sharing options
Product Usage Case
· Trying out different mullet styles before getting a real haircut
· Creating funny images to share with friends on social media
· Personalized profile picture generation
· Entertaining content creation
42
PicNow

Author
brightvegetable
Description
A real-time AI image generator that creates images in under a second, up to 20x faster than other tools.
Popularity
Points 2
Comments 0
What is this product?
PicNow is an AI-powered tool that generates images rapidly, allowing users to create and iterate on visuals in real-time.
How to use it?
Generate images by inputting a prompt. The tool allows simultaneous generation of up to 4 images.
Product Core Function
· Real-time image generation
· Fast image creation (under 1 second)
· Handles text in images effectively
· Simultaneous generation of multiple images
Product Usage Case
· Generating quick visual concepts for brainstorming
· Creating initial drafts for further image processing
· Producing finished images in a very short time
43
STL: Code-Controlled Landing Pages

Author
sanswork
Description
A platform for creating landing pages where you control the code, allowing for custom designs and integrations.
Popularity
Points 2
Comments 0
What is this product?
STL is a platform that allows users to build landing pages and homepages with full control over the code, enabling custom designs and integrations.
How to use it?
Users can bring their own designs or templates and integrate them into STL. It supports form submissions and various integrations. The example website is built using STL.
Product Core Function
· Custom design integration
· Form submission handling
· Integration capabilities
· Code-controlled landing page creation
Product Usage Case
· Building landing pages based on existing templates
· Creating custom-designed homepages
· Integrating with other services and platforms
44
AI Tutor for Middle School Kids

Author
hialfred
Description
An AI-powered tutoring platform designed to assist middle school students with their studies.
Popularity
Points 2
Comments 0
What is this product?
An AI tutor specifically built for middle school students to help them learn and understand various subjects.
How to use it?
Students can access the AI tutor through a web or mobile interface, inputting their questions or areas of difficulty, and receiving personalized guidance and explanations.
Product Core Function
· Personalized learning paths
· AI-driven question answering
· Interactive exercises and quizzes
· Progress tracking and analytics
· Subject-specific support
Product Usage Case
· Helping students grasp complex concepts in math.
· Providing support with grammar and writing skills.
· Offering practice quizzes to prepare for tests.
· Identifying areas where students struggle and providing targeted help.
· Assisting students with homework assignments.
45
Pomni.ai

Author
kihihosting
Description
Train your image set for a consistent style using AI.
Popularity
Points 2
Comments 0
What is this product?
Pomni.ai allows users to train a model on their image data to generate images in a consistent style.
How to use it?
Users can upload an image set, train the model, and then generate new images based on the trained style.
Product Core Function
· Image set training
· Style consistency
· Image generation
Product Usage Case
· Creating art with a specific aesthetic
· Generating variations of a product design
· Developing a unified visual identity for a brand
46
ProfiTree

Author
shah_akshat
Description
A tool for investors to identify and capitalize on hidden tax savings in their investment portfolios.
Popularity
Points 2
Comments 0
What is this product?
ProfiTree is a platform that analyzes an investor's trading history to identify potential tax savings opportunities, such as wash sales and loss harvesting.
How to use it?
ProfiTree securely connects to your brokerage account (read-only access) via SnapTrade, analyzes your past trades, and provides insights on potential tax savings. It does not make any transactions.
Product Core Function
· Identifies disallowed losses from wash sales.
· Surfaces opportunities for loss harvesting.
· Provides insights and guidance on tax-saving strategies.
· Securely connects to brokerage accounts (read-only).
· Analyzes past trades to identify potential savings.
Product Usage Case
· Active traders can avoid disallowed losses from wash sales.
· Long-term investors can find and harvest losses they might have missed.
· Users can understand how to save on taxes by identifying opportunities within their investment portfolio.
47
Activity Jot

Author
tdz0110
Description
An app designed to help users track irregular activities and events in their daily lives.
Popularity
Points 1
Comments 0
What is this product?
Activity Jot is a mobile application that allows users to log and remember various activities and events, such as grocery shopping, gaming sessions, and dining out experiences.
How to use it?
Users can input details about their activities, including dates, times, and relevant information. The app then stores and displays this data for easy access and tracking.
Product Core Function
· Activity logging
· Date and time tracking
· Customizable activity entries
· Data storage and retrieval
Product Usage Case
· Tracking the last time you went grocery shopping and the expenses.
· Monitoring the duration of gaming sessions.
· Keeping a record of restaurant visits.
48
Parra

Author
jaaamesey
Description
A library that simplifies parallel computation in JavaScript/TypeScript using Web Workers.
Popularity
Points 1
Comments 0
What is this product?
Parra is a library that enables easy parallel execution of JavaScript/TypeScript functions using a pool of Web Workers, providing parallel map/reduce functionality with minimal boilerplate.
How to use it?
Parra is used by wrapping computationally expensive functions and utilizing its parallel map/reduce functions. This allows users to offload processing to a pool of Web Workers, optimizing performance.
Product Core Function
· Parallel map function
· Parallel reduce function
· Web Worker pool management
· Type-safe (with TypeScript) function execution
Product Usage Case
· Performing parallel computations on large datasets.
· Accelerating complex calculations in web applications.
· Improving the responsiveness of JavaScript applications by offloading intensive tasks to workers.
49
Bulk Image Compressor

Author
artiomyak
Description
A tool for compressing images in bulk.
Popularity
Points 1
Comments 0
What is this product?
It's a web-based image compression tool.
How to use it?
Upload multiple images and compress them all at once.
Product Core Function
· Bulk image compression
· Web-based, no installation needed
· Simple and easy to use interface
Product Usage Case
· Optimizing images for website loading speed
· Reducing file sizes for storage and sharing
· Preparing images for email marketing campaigns
50
RepTrack

Author
yoav_sbg
Description
A free web application for tracking workout reps and monitoring progress over time.
Popularity
Points 1
Comments 0
What is this product?
RepTrack is a web app designed to help users log their workout reps, track their progress, and visualize their performance over time.
How to use it?
Users can log their reps for exercises like pull-ups, push-ups, and dips. The app allows users to see their progress and track their reps over time. It's accessible on mobile devices as well.
Product Core Function
· Log workout reps for various exercises
· Track reps over time
· Visualize progress
· Mobile-friendly design
Product Usage Case
· Tracking the number of pull-ups completed each week to measure strength gains.
· Monitoring the progress of push-ups to improve overall fitness.
· Analyzing dip performance to identify areas for improvement.
51
Planitly

Author
superproton
Description
An AI-powered travel planner that generates personalized itineraries in minutes.
Popularity
Points 1
Comments 0
What is this product?
Planitly is an AI-driven platform that creates detailed, personalized travel itineraries based on user preferences and travel details.
How to use it?
Users input their destination, trip duration, and preferred travel style. The AI generates a customized itinerary including activities, restaurants, and hidden gems.
Product Core Function
· AI-powered personalized itinerary generation
· Easy trip sharing via a link
· Real-time recommendations (if applicable)
· TripAdvisor integration
Product Usage Case
· Planning a foodie adventure in a specific city.
· Creating a historical deep-dive trip.
· Organizing a family fun vacation with tailored activities.
52
ManuscriptReport.com

Author
Florin-Adrian
Description
An AI-powered platform designed to help authors and publishers market their books.
Popularity
Points 1
Comments 0
What is this product?
ManuscriptReport.com is an AI-driven platform that transforms manuscripts into assets ready for market, helping writers and publishers with book marketing.
How to use it?
The platform likely takes a manuscript as input, analyzes it using AI, and generates marketing materials or insights to help promote the book.
Product Core Function
· Analyzing manuscripts using AI
· Generating marketing assets
· Providing insights for book promotion
Product Usage Case
· Helping authors prepare their books for market.
· Assisting publishers in their marketing efforts.
53
Personal Hub

Author
theill
Description
A centralized platform to organize and access your important websites, resources, and bookmarks from anywhere.
Popularity
Points 1
Comments 0
What is this product?
Personal Hub is a web-based tool designed to be a central point for all your essential online resources, websites, and bookmarks.
How to use it?
You can use Personal Hub by adding your important links and resources to the platform. Then, you can easily access them from any device with an internet connection.
Product Core Function
· Centralized bookmark management
· Easy access from any device
· Organized resource storage
· Customizable hub layout
Product Usage Case
· Organizing frequently visited websites for quick access.
· Creating a central repository for important documents and resources.
· Managing bookmarks across multiple devices.
· Building a personal dashboard for daily tasks.
54
DetectTheFont.com

Author
madjidbr
Description
A tool to quickly identify and analyze fonts used on any website, providing font details and CSS snippets.
Popularity
Points 1
Comments 0
What is this product?
DetectTheFont.com is a web-based tool that allows users to identify fonts used on a given website by simply entering the website's URL.
How to use it?
Paste the URL of the website you want to analyze into the tool. It will then parse the site and display a list of unique fonts used, text previews with those fonts, CSS properties, and options to copy CSS snippets.
Product Core Function
· Lists all unique fonts used on a website.
· Provides previews of text styled with the identified fonts.
· Displays key CSS properties (weight, style, size, color).
· Offers an easy "Copy CSS" function for snippets.
· Provides direct download links for font files if available.
Product Usage Case
· Quickly identifying the fonts used by a website for design inspiration.
· Extracting CSS snippets to implement website fonts in other projects.
· Analyzing the font choices of competitors' websites.
55
Fleck

Author
nbeversluis
Description
A frontend for Lyrion Music Server, designed for users who appreciate album art, a disc-like library view, and a simple, elegant browsing experience.
Popularity
Points 1
Comments 0
What is this product?
Fleck is a frontend application for the Lyrion Music Server, providing a user-friendly interface for browsing and playing music libraries.
How to use it?
Users can browse their music library, view album art, and control playback through an intuitive interface. It emphasizes ease of access to albums and tracks.
Product Core Function
· Album art-focused library browsing
· Track view with easy access to full albums
· Simple and elegant interface with minimal controls
· Quick access to library and playback functions
Product Usage Case
· Users who enjoy viewing their music library as a collection of albums.
· Those seeking a streamlined and visually appealing way to browse and play music.
· Users who want quick access to their music with minimal clicks or taps.
56
ViSOR

Author
firebird854
Description
ViSOR is an open-source prototype that compresses a whole scene into two learned planes for interactive view synthesis.
Popularity
Points 1
Comments 0
What is this product?
ViSOR is a system for creating navigable 3D scenes from visual data, allowing users to 'fly through' them in real-time.
How to use it?
The user can fly through the scene using WASD keys after running the Python demo (visor_view.py) and loading a checkpoint.
Product Core Function
· Compresses scenes into two learned planes: Occlusion and Refraction.
· Enables interactive frame-rates (≈15 fps at 512 × 512 on an RTX 4090).
· Uses minimal VRAM (1–2 GB).
· Employs a micro-prism technique for parallax and chromatic sparkle.
Product Usage Case
· Rendering glassy or highly specular objects.
· Creating scenes that can be tiled to build a larger world.
57
OpenLoong Humanoid Robot Hardware

Author
OpenLoong
Description
Open-source hardware design files for a full-stack humanoid robot, including upper body, limbs, and various system components.
Popularity
Points 1
Comments 0
What is this product?
A collection of open-source hardware design files, including mechanical drawings and BOMs, for building a full-stack humanoid robot.
How to use it?
Users can download the design files, modify them as needed, and use them to build or adapt the robot's hardware components. The files include designs for the waist, chest, head perception system, and more.
Product Core Function
· Waist joint design and drive system
· Chest system hardware design, including sensor layout and main control module
· Head perception system design, integrating vision, hearing, touch, smell, and movement modules
Product Usage Case
· Building a humanoid robot from scratch using open-source hardware
· Modifying and optimizing the robot's components
· Integrating the hardware designs into existing robot systems
58
Raffaello

Author
lifen
Description
A web editor that allows users to build websites using code, visual editing, AI prompts, or voice, all within a browser.
Popularity
Points 1
Comments 0
What is this product?
Raffaello is a web-based platform that enables users to create websites using a combination of code, visual editing, AI-powered prompts, and voice commands.
How to use it?
Users can switch between code mode (editing HTML/CSS/JS), visual mode (direct layout tweaking), prompt mode (AI-assisted element generation), and voice mode (command-based editing) to build and customize websites.
Product Core Function
· Code mode for direct HTML/CSS/JS editing with live preview.
· Visual mode for intuitive layout adjustments.
· Prompt mode utilizing AI for generating web elements and sections.
· Voice mode for hands-free website creation and modification.
· Mobile-friendly design for building and editing websites on any device.
Product Usage Case
· Building landing pages.
· Creating blog posts.
· Editing existing websites.
· Developing full websites from scratch.
59
Line0

Author
ivan-ivanov
Description
An AI pair programmer designed specifically for backend engineers, enabling them to build and deploy backend services rapidly.
Popularity
Points 1
Comments 0
What is this product?
Line0 is an AI-powered tool that helps backend developers build backend services quickly.
How to use it?
Users can get a working backend service in minutes. It supports 2-way sync with GitHub. Soon it will include in-browser preview sandboxes for testing your new endpoints.
Product Core Function
· Rapid backend service generation
· Two-way synchronization with GitHub
· In-browser preview sandboxes (coming soon)
Product Usage Case
· Building backend services
· Testing new endpoints
60
Glyph Tool
Author
SamiranRaii
Description
A lightweight VS Code extension designed to help developers manage TODOs, FIXMEs, and custom comments within their code.
Popularity
Points 1
Comments 0
What is this product?
Glyph Tool is a VS Code extension that instantly highlights and lists TODOs, FIXMEs, and custom comments in your code.
How to use it?
Install the extension in VS Code. It automatically highlights keywords in real-time. Use the sidebar panel to view, filter, and manage tagged comments. Mark tasks as done, bulk delete, or filter by file or type.
Product Core Function
· Real-time keyword highlighting
· Customizable tags with color-coding
· Sidebar panel listing all tagged comments
· Mark as done functionality
· Bulk delete functionality
· Filter by file/type
Product Usage Case
· Tracking tasks and to-dos within a large project.
· Quickly identifying areas needing attention in code.
· Managing code comments effectively.
· Improving code maintainability and readability.
61
Sanctum
Author
JTan2231
Description
An LLM-guided learning app designed to address the ergonomic challenges of learning by offering features like reference-based deck generation and AI-powered grading.
Popularity
Points 1
Comments 0
What is this product?
Sanctum is a flashcard app that leverages LLMs (Large Language Models) to enhance the learning experience, focusing on features like reference-based deck generation and AI-powered grading.
How to use it?
Users can input PDFs or web pages to generate flashcard decks, test themselves with AI-powered grading, and progress through decks with quizzes. The app aims to provide a more flexible and engaging learning experience.
Product Core Function
· Reference-based deck generation from PDFs and web pages.
· AI-powered grading for flexible answer assessment.
· Natural deck progression with quizzes.
· Integration of LLMs for information retrieval and pattern matching.
Product Usage Case
· Creating flashcard decks from research papers or online articles.
· Using AI grading to assess understanding of complex concepts.
· Expanding flashcard decks based on performance in quizzes.
· Exploring relationships between different topics using LLM-powered information retrieval.
62
Diagram-to-Code Generator

Author
yaronsc
Description
A web application that transforms workflow diagrams into compilable and runnable code for containerized environments.
Popularity
Points 1
Comments 0
What is this product?
This product is a web application that converts any workflow diagram (UML, BPMN, or even hand-drawn diagrams) into code that can be executed in an IDE and deployed to Kubernetes and other container-based systems, leveraging Dapr's durable execution workflow engine.
How to use it?
Upload or draw your workflow diagram. The application will then generate the corresponding code, which you can then compile, run in your IDE, and deploy to a containerized environment like Kubernetes.
Product Core Function
· Diagram-to-code conversion
· Code generation for various workflow diagram types
· Integration with Dapr's durable execution workflow engine
· Deployment to Kubernetes and other container-based systems
· Support for different IDEs
Product Usage Case
· Creating automated workflows for business processes
· Developing microservices orchestrations
· Building stateful applications with durable execution capabilities
· Rapid prototyping and development of workflow-driven applications
63
Tambo React Client

Author
michaelmilst
Description
A React application that connects to a Supabase MCP server, enabling users to interact with their Supabase projects with a user interface.
Popularity
Points 1
Comments 0
What is this product?
It's a React-based client application designed to facilitate interaction with a Supabase project via its MCP server. It provides a user interface to manage and view AI responses.
How to use it?
To use the application, the user needs to configure the MCP server URL within the <TamboProvider> component. The UI components then enable interaction with the AI server.
Product Core Function
· Connects to a Supabase MCP server.
· Provides UI components for displaying AI responses.
· Enables interaction with Supabase projects through the MCP server.
Product Usage Case
· Chatting with a Supabase project without extensive coding.
· Visualizing AI responses from the Supabase MCP server.
· Managing and interacting with Supabase projects using a user-friendly interface.
64
QuizGenius

Author
Creator2030
Description
An app that generates quizzes from any text or PDF documents within minutes.
Popularity
Points 1
Comments 0
What is this product?
QuizGenius is an application designed to automatically create multiple-choice quizzes based on the content provided in text or PDF formats.
How to use it?
Simply upload or paste your text/PDF, and QuizGenius will generate a quiz for you. You can then review, edit, and download the quiz.
Product Core Function
· Text and PDF input support
· Automated quiz generation
· Multiple-choice question format
· Quick quiz creation (within minutes)
· Downloadable quiz output
Product Usage Case
· Creating quizzes for educational materials like textbooks.
· Generating quizzes for internal training documents.
· Developing quizzes for online courses and tutorials.
· Producing quizzes from research papers and articles.
65
Atlas

Author
Arch223
Description
An independent evaluation and benchmarking platform for generative AI models.
Popularity
Points 1
Comments 0
What is this product?
Atlas is a leaderboard and analytics platform providing independent evaluations of top foundational AI models, offering insights into their performance across various benchmarks and use cases.
How to use it?
Users can view top models, compare models on specific benchmarks, and analyze model performance on individual subsets. Each model page offers dedicated analytics and information.
Product Core Function
· Provides independent evaluations of AI models.
· Offers a leaderboard sorted by region, vendor type, and use case.
· Allows comparison of two models on individual benchmarks.
· Offers detailed performance summaries on individual subsets.
· Provides dedicated analytics and information for each model.
Product Usage Case
· Selecting the right model for a particular use-case by evaluating performance on specific benchmarks.
· Comparing the performance of different models on individual prompts and benchmarks.
· Analyzing the strengths and weaknesses of a model across different evaluation subsets.
66
OpenCode

Author
thdxr
Description
An open-source, terminal-based coding agent with a full TUI (Text User Interface) for enhanced user experience and compatibility with any LLM.
Popularity
Points 1
Comments 0
What is this product?
OpenCode is a coding agent that runs in your terminal, providing a more interactive and user-friendly interface compared to traditional CLI output. It leverages the power of LLMs to assist with coding tasks.
How to use it?
You interact with OpenCode through your terminal. You can save and manage conversation sessions, and the AI can execute commands, search files, and modify code based on your prompts. LSP integration provides code intelligence.
Product Core Function
· Session Management: Save and manage multiple conversation sessions
· Tool Integration: AI can execute commands, search files, and modify code
· Persistent Storage: SQLite database for storing conversations and sessions
· LSP Integration: Language Server Protocol support for code intelligence
· File Change Tracking: Track and visualize file changes during sessions
· External Editor Support: Open your preferred editor for composing messages
Product Usage Case
· Debugging code with the help of AI.
· Generating code snippets and functions.
· Refactoring existing code.
· Exploring and understanding a codebase.
· Managing and organizing coding projects.
67
KawaiiWatch

Author
troyckr
Description
A real-time simulation where two LLMs interact and develop a relationship, creating a miniature garden of simulated human connection.
Popularity
Points 1
Comments 0
What is this product?
KawaiiWatch utilizes Large Language Models (LLMs) to enable two AI entities to text each other and simulate human-like interaction in real-time, effectively building a virtual 'garden' of relationships.
How to use it?
The product is designed to run with LLMs, specifically using llama 3.1 8B, with a limited message history to manage computational resources. Users would observe the ongoing conversation between the two LLMs.
Product Core Function
· Real-time LLM-based interaction.
· Simulated human-like conversation.
· Relationship development between two AI entities.
· Limited message history management.
Product Usage Case
· Observing the evolution of a simulated relationship between two LLMs.
· Exploring the potential of LLMs in creating engaging, dynamic narratives.
· Studying the patterns of interaction and communication within LLMs.
68
Virtualflow

Author
davidade_
Description
An application designed to automate data extraction from documents and output it in various formats like JSON, CSV, and XML, saving time for SMEs.
Popularity
Points 1
Comments 0
What is this product?
Virtualflow automates the process of extracting specific data from documents such as invoices, receipts, forms, and contracts, and converts it into structured formats.
How to use it?
Users upload documents, specify the data to be extracted, and the software automatically extracts the information and exports it in the desired format. No manual data entry is required.
Product Core Function
· Automated data extraction from various document types
· Output data in JSON, CSV, and XML formats
· Saves time and reduces manual data entry
· Designed for SMEs
Product Usage Case
· Extracting data from invoices for accounting purposes
· Extracting information from medical records for data analysis
· Automating data extraction from forms and contracts
69
Smarketly

Author
abilafredkb
Description
An AI-powered marketing assistant designed to help startups automate their marketing efforts and increase visibility.
Popularity
Points 1
Comments 0
What is this product?
Smarketly is an AI assistant that helps startups find leads, write personalized outreach messages, suggest marketing strategies, and generate content like emails and landing page copy.
How to use it?
Users input information about their product and target audience. Smarketly then uses this information to perform tasks like lead generation, message writing, strategy suggestion, and content creation. Users can review and adjust the generated content as needed.
Product Core Function
· Lead generation in relevant communities.
· Personalized outreach message creation.
· Marketing strategy suggestions based on the user's stage.
· Content generation (emails, landing page copy, posts).
Product Usage Case
· Finding potential customers in relevant online communities (e.g., Reddit threads).
· Crafting personalized emails to reach out to potential customers.
· Creating marketing content for landing pages.
· Suggesting appropriate marketing strategies based on the startup's growth stage.