
Show HN Today: Top Developer Projects Showcase for 2025-05-13
SagaSu777 2025-05-14
Explore the hottest developer projects on Show HN for 2025-05-13. Dive into innovative tech, AI applications, and exciting new inventions!
Summary of Today’s Content
Trend Insights
The trend highlights a strong interest in AI-powered tools and databases optimized for AI applications, particularly in the areas of RAG and hybrid data management. There is a clear demand for solutions that improve developer productivity and streamline complex workflows. Open source continues to be a popular model.
Today's Hottest Product
Name
HelixDB: Hybrid Vector-Graph Database for AI
Highlight
A new database that natively combines graph and vector types for AI applications, offering superior performance and developer experience, especially for RAG-based systems.
Popular Category
Databases
AI
Open Source
Development Tools
Popular Keyword
Rust
Vector
Graph
RAG
AI
Technology Trends
Hybrid Databases
Vector Databases
Graph Databases
RAG (Retrieval-Augmented Generation)
Query Languages
AI-driven applications
Project Category Distribution
Databases & Data Management (18%)
AI & Machine Learning (27%)
Developer Tools (27%)
Front-end Development & UI (14%)
Productivity & Utilities (14%)
Today's Hot Product List
Ranking | Product Name | Likes | Comments |
---|---|---|---|
1 | HelixDB | 176 | 78 |
2 | Basecoat | 122 | 69 |
3 | A5 | 86 | 27 |
4 | Guild Origin | 16 | 15 |
5 | VoiceAI Studio | 23 | 7 |
6 | AG-UI Protocol | 25 | 5 |
7 | One Billion Checkboxes | 11 | 14 |
8 | Parliant AI | 14 | 5 |
9 | AI & Energy Hackathon | 10 | 4 |
10 | BuglesStack | 10 | 0 |
1
HelixDB

Author
GeorgeCurtis
Description
A new open-source database that natively intertwines graph and vector types for AI applications, especially RAG-based ones.
Popularity
Points 176
Comments 78
What is this product?
HelixDB is a hybrid database that combines graph and vector database functionalities, designed to handle both similarity and relationship queries efficiently. It is written in Rust and is open-source.
How to use it?
You can use HelixDB by writing queries in HelixQL, which is then transpiled into Rust code. It provides an API endpoint for easy access. A RAG demo is available with a Jupyter notebook for a simple start.
Product Core Function
· Natively integrates graph and vector data.
· Supports similarity queries (vector) and relationship queries (graph).
· Uses HelixQL query language.
· Transpiles queries into Rust code for fast execution.
· Offers massively parallel and pipelined graph traversals.
Product Usage Case
· Indexing codebases for code retrieval and analysis.
· Molecule discovery by modeling biological interactions.
· Enterprise knowledge management for semantic search and relationship mapping.
2
Basecoat
Author
hunvreus
Description
Basecoat brings shadcn/ui v4 components to plain HTML and Tailwind, without requiring React.
Popularity
Points 122
Comments 69
What is this product?
Basecoat is a project that ports the shadcn/ui v4 components to plain HTML + Tailwind, allowing developers to use these components in any backend (Flask, Django, Rails, PHP, etc.) or static site without relying on React.
How to use it?
Simply drop in the class names for the components into your HTML. It's designed to be easy to use with any backend or static site. For interactive elements, a sliver of Alpine.js is used, which can be swapped out if preferred.
Product Core Function
· Provides shadcn/ui v4 components in HTML and Tailwind.
· Works with any backend or static site.
· Fully theme-compatible with shadcn/ui.
· Uses minimal Alpine.js for interactivity.
· Simple integration with class-based approach.
Product Usage Case
· Building a website using Flask with Tailwind and HTMX.
· Creating a static site with a modern UI without React.
· Integrating with Django or Rails projects.
· Developing PHP-based applications with a modern UI framework.
3
A5

Author
pheelicks
Description
A platform for creating and sharing digital content.
Popularity
Points 86
Comments 27
What is this product?
A5 is a platform that allows users to create and share content.
How to use it?
Users can create content and then share it with others through the platform.
Product Core Function
· Content creation
· Content sharing
· User interaction (likes, comments)
Product Usage Case
· Sharing articles
· Sharing thoughts and ideas
· Engaging with a community
4
Guild Origin

Author
quelup
Description
A platform for finding collaborators to build tech projects, fostering consistency and motivation.
Popularity
Points 16
Comments 15
What is this product?
Guild Origin is a platform where users can post project ideas and connect with others to build them collaboratively.
How to use it?
Post your project idea. Interested individuals can reach out, and you can work together. The platform includes a streak feature to encourage consistency.
Product Core Function
· Project posting and discovery
· Collaboration and communication
· Consistency tracking (streak feature)
Product Usage Case
· Building a side project to learn new skills.
· Developing a project to improve something in the world.
· Creating a tech project with like-minded individuals.
5
VoiceAI Studio

Author
unmute-sh
Description
Create personalized voice AI characters with text prompts and voice uploads.
Popularity
Points 23
Comments 7
What is this product?
VoiceAI Studio is a platform that allows users to create custom voice AI by uploading a voice sample and providing a personality prompt. It leverages text-to-speech and speech-to-text models.
How to use it?
Users upload a voice recording, write a description of the desired personality, and the platform generates a voice AI based on those inputs. Users can also select pre-made characters.
Product Core Function
· Voice upload and processing
· Personality prompt input
· Text-to-speech generation
· Character creation
· Pre-made character selection
Product Usage Case
· Creating AI assistants with unique voices and personalities
· Generating custom voiceovers for content creation
· Developing interactive voice experiences
· Personalizing AI interactions
6
AG-UI Protocol

Author
swiftlyTyped
Description
AG-UI Protocol allows you to integrate agents into frontend applications.
Popularity
Points 25
Comments 5
What is this product?
AG-UI Protocol enables the integration of agent functionalities directly into frontend applications, enhancing user interaction and automation.
How to use it?
Users can integrate the protocol into their frontend applications. Details on how to use it are not available in the provided context.
Product Core Function
· Agent integration in frontend
· User interface automation
Product Usage Case
· Not available in the provided context.
7
One Billion Checkboxes

Author
andersmurphy
Description
A web application allowing users to interact with a massive collection of checkboxes, persisted to a SQLite database.
Popularity
Points 11
Comments 14
What is this product?
One Billion Checkboxes is a web application offering a unique and potentially non-scalable experience of interacting with an extraordinarily large number of checkboxes.
How to use it?
Users can navigate and interact with the checkboxes. Each checkbox interaction triggers a client-side animation and updates the state, which is then stored in a SQLite database.
Product Core Function
· Massive checkbox interaction
· Cross-platform compatibility
· Client-side feedback animation
· Tab state management
· SQLite database persistence
Product Usage Case
· Demonstrating the performance limitations of scaling checkboxes.
· Showcasing basic persistence and UI interaction on a large scale.
· Providing a visual representation of one billion data points in a unique way.
8
Parliant AI

Author
pontes
Description
A survey tool that uses AI to create and conduct surveys through conversational interactions.
Popularity
Points 14
Comments 5
What is this product?
Parliant AI is a survey tool that allows users to create surveys by simply writing what they want to learn, and an AI handles the survey creation and respondent interaction through a conversational interface.
How to use it?
Users write the questions they want to ask. The AI then builds the survey and chats with respondents to gather answers.
Product Core Function
· AI-powered survey creation
· Conversational survey interface
· Automated respondent interaction
· Meaningful answer collection
Product Usage Case
· Gathering feedback on product features.
· Understanding user preferences.
· Collecting opinions on various topics.
9
AI & Energy Hackathon

Author
hickoryhashrate
Description
A one-day hackathon in San Francisco focused on AI agents reducing energy waste in compute-heavy systems.
Popularity
Points 10
Comments 4
What is this product?
A hackathon event where engineers and builders will work on solutions to improve energy efficiency in AI compute systems.
How to use it?
Participants will attend the event, be presented with a specific challenge, and work in teams to build solutions throughout the day.
Product Core Function
· Developing AI agents
· Optimizing energy consumption
· Addressing challenges in compute-heavy systems
Product Usage Case
· Creating AI-powered tools to manage energy usage in data centers
· Developing algorithms to reduce power consumption of AI workloads
· Building innovative solutions for energy-efficient AI infrastructure
10
BuglesStack

Author
ivanalemunioz
Description
A platform for visually debugging Puppeteer (JS) crashes.
Popularity
Points 10
Comments 0
What is this product?
BuglesStack is a platform designed to help users visually debug crashes that occur when using Puppeteer, a Node library for controlling headless Chrome or Chromium.
How to use it?
Users can integrate BuglesStack into their Puppeteer workflows to capture and visualize the state of their browser instances at the time of a crash, making it easier to identify the root cause.
Product Core Function
· Visual debugging of Puppeteer crashes
· Integration with Puppeteer workflows
· Crash state visualization
Product Usage Case
· Debugging Puppeteer scripts that fail during web scraping.
· Troubleshooting issues in automated browser testing.
· Identifying problems in Puppeteer-based web application interactions.
11
DBModeler

Author
softrain
Description
A free and open-source online database modeling editor.
Popularity
Points 8
Comments 0
What is this product?
DBModeler is a web-based tool that allows users to design and visualize database schemas.
How to use it?
Users can access the editor through a web browser, create database models by dragging and dropping elements, define relationships, and export the models in various formats.
Product Core Function
· Visual database schema design
· Support for various database systems
· Collaboration features
· Open-source and free to use
· Export to SQL and other formats
Product Usage Case
· Designing database schemas for web applications
· Creating and documenting database models for enterprise projects
· Educational use for learning database design principles
· Collaborating on database designs within a team
12
Stickr.Shop

Author
f4n4tiX
Description
A platform for purchasing stickers using SSH.
Popularity
Points 4
Comments 4
What is this product?
Stickr.Shop is a service that allows users to buy stickers through SSH.
How to use it?
Users can buy stickers by establishing an SSH connection and following the on-screen prompts.
Product Core Function
· Secure sticker purchase via SSH
· Simple command-line interface
· Variety of sticker options
Product Usage Case
· Users looking for a secure and command-line based way to purchase stickers
· Developers wanting to quickly buy stickers for their devices or projects
· Individuals who prefer the command-line interface for online shopping
13
Litelytics

Author
tesfaX
Description
A clean and simple Google Analytics (GA4) dashboard that requires no setup.
Popularity
Points 7
Comments 1
What is this product?
Litelytics is a user-friendly dashboard designed for Google Analytics 4 (GA4), providing insights without requiring complex setup or tools like BigQuery.
How to use it?
Simply connect Litelytics to your Google Analytics account to start viewing your data immediately.
Product Core Function
· Real-time data visualization
· User-friendly interface
· No BigQuery or complex setup required
· Out-of-the-box functionality
Product Usage Case
· Tracking website traffic
· Analyzing user behavior
· Monitoring key performance indicators (KPIs)
· Generating reports for marketing and business analysis
14
OpenMemory

Author
staranjeet
Description
An open-source tool for creating a personal, portable memory layer for LLMs, allowing self-hosted storage and retrieval of context for improved agent performance.
Popularity
Points 7
Comments 0
What is this product?
OpenMemory is a self-hosted memory layer for LLMs. It enables users to store, search, and control long-term memory for their LLM applications without relying on cloud services. It uses the MCP protocol and connects to any MCP client via Server-Sent Events (SSE).
How to use it?
OpenMemory is set up locally using Docker, Postgres, and Qdrant. It acts as an intermediary between your LLM-powered client and a vector database, storing and recalling text chunks called 'memories'. A built-in dashboard allows you to monitor memory access and audit changes.
Product Core Function
· Self-hosted memory layer
· MCP protocol support
· SSE connectivity
· Local storage and retrieval of text chunks ('memories')
· Integration with vector databases (e.g., Qdrant)
· Built-in dashboard for monitoring and auditing
Product Usage Case
· Improving context awareness in multi-agent setups (e.g., using Cursor or Claude)
· Storing and retrieving context across LLM sessions
· Controlling long-term memory without cloud storage
15
Macros.menu

Author
Sawpaw19
Description
A tool that estimates the macros of restaurant menu items.
Popularity
Points 7
Comments 0
What is this product?
Macros.menu is a web-based tool that allows users to estimate the macronutrient content (macros) of food items from restaurant menus.
How to use it?
Simply put 'macros.menu/' in front of any restaurant menu URL to get started. The tool uses AI to estimate the macros. Image menus are not supported yet.
Product Core Function
· Estimates macros based on restaurant menu URLs
· Provides estimated nutritional information for food items
· Uses AI to analyze menu data
Product Usage Case
· Tracking macros when eating out at restaurants
· Making informed food choices based on nutritional information
· Easily accessing estimated macro data for various menu items
16
InstaClock

Author
flashblaze
Description
A time tracking app designed for individual users to monitor their time spent on various activities.
Popularity
Points 3
Comments 3
What is this product?
InstaClock is a cross-platform time tracking application that allows users to easily log and analyze how they spend their time on different activities.
How to use it?
Users can log in, create an activity, and start the timer. The app provides a simple interface for tracking time spent on various tasks and activities.
Product Core Function
· Time tracking across different activities
· Cross-platform accessibility (PWA)
· Simple and easy-to-use interface
· Data visualization through graphs
· Weekly reports summarizing time spent on activities (planned feature)
Product Usage Case
· Tracking time spent on social media
· Monitoring time spent consuming content
· Logging time spent on gaming
· Analyzing time spent on different work tasks
17
Downloads Director
Author
freakynit
Description
A macOS application that automatically organizes downloaded files into folders based on their extensions.
Popularity
Points 5
Comments 1
What is this product?
Downloads Director is a macOS application that automatically moves downloaded files to pre-defined folders based on their file extensions.
How to use it?
Install the app and configure custom rules to specify where different file types should be moved. The app works in the background, organizing files in real-time or on demand.
Product Core Function
· Automatic file organization based on extensions
· Custom rule creation for file types and destinations
· Real-time or on-demand file organization
· Background operation
· Support for both ARM and Intel Macs
Product Usage Case
· Automatically moves all downloaded images (.jpg, .png, etc.) to a Pictures folder.
· Directs downloaded documents (.pdf, .doc, etc.) to a Documents folder.
· Organizes downloaded archives (.zip, .rar, etc.) into a designated Archives folder.
18
SmartBuckets
Author
genovalente
Description
SmartBuckets simplifies building RAG (Retrieval-Augmented Generation) and AI systems by providing an object store that handles vector search, graph relationships, and metadata indexing.
Popularity
Points 4
Comments 1
What is this product?
SmartBuckets is an object store designed to streamline the infrastructure required for RAG and AI applications, handling complex tasks like vector search and graph relationships automatically.
How to use it?
You can drop in various file types (PDFs, images, audio, text) and it's instantly ready for search, retrieval, and chat functionalities.
Product Core Function
· Object storage
· Vector search
· Graph relationships management
· Metadata indexing
· Ready for search, retrieval, and chat
Product Usage Case
· Building RAG pipelines
· Creating applications that require search, retrieval, and chat functionalities for various file types
19
ShingleLink™

Author
thegardenminer
Description
A fully modular, open-source solar roofing system that eliminates exterior wiring and installs like shingles.
Popularity
Points 3
Comments 1
What is this product?
ShingleLink™ is a revolutionary solar roofing system designed for easy installation and efficient energy generation, featuring a modular design and smart energy management.
How to use it?
ShingleLink™ panels snap together, eliminating external wiring. The Smart Spine™ ridge cap houses the MPPT and lithium storage. DC output is routed from inside the home, avoiding roof penetrations.
Product Core Function
· Modular design for easy installation
· Elimination of exterior wiring
· Integrated MPPT and lithium storage in the Smart Spine™ ridge cap
· Passive cooling system
· Internal DC output routing
Product Usage Case
· Residential solar installations
· Off-grid energy solutions
· Decentralized energy systems
20
Landshade Visualizer

Author
jcattle
Description
A tool that visualizes average country colors derived from 20 years of satellite data.
Popularity
Points 2
Comments 2
What is this product?
Landshade Visualizer is a web application that displays the average colors of countries based on MODIS satellite data.
How to use it?
You can browse countries and view their average color representations derived from satellite imagery. More details on data acquisition can be found on the linked webpage.
Product Core Function
· Visualizes average country colors
· Uses MODIS satellite data (MCD43A4.061)
· Provides insights into land surface characteristics
Product Usage Case
· Analyzing global land cover trends
· Comparing color profiles of different countries
· Exploring long-term environmental changes
21
Panels for macOS

Author
vbaro
Description
A comic reader app for macOS, bringing the iOS experience to the Mac.
Popularity
Points 3
Comments 1
What is this product?
Panels for macOS is a comic reader application that allows users to read digital comics on their Mac.
How to use it?
Users can import their comic files, organize them, and read them with a variety of viewing options. The app supports various file formats.
Product Core Function
· Comic file import and management
· Various reading modes (single page, double page, panel view)
· Customizable display settings (brightness, contrast)
· Library organization and tagging
· Support for various comic file formats
Product Usage Case
· Reading digital comics on a Mac
· Organizing a digital comic library
· Enjoying comics with various viewing options and customizations
22
Medical Reasoning Model

Author
charliewulff
Description
An open-source, best-in-class medical reasoning model.
Popularity
Points 2
Comments 1
What is this product?
It is an open-source model designed for medical reasoning.
How to use it?
The product is likely used by developers and researchers to build and test medical applications, possibly by integrating the model into their systems and utilizing its reasoning capabilities.
Product Core Function
· Medical reasoning
· Open-source
· Best-in-class
Product Usage Case
· Developing medical diagnostic tools
· Researching medical AI applications
23
WeatherSense
Author
Leftium
Description
A weather app that visualizes past weather data for better context and intuitive understanding, inspired by MerrySky.net and DarkSky.
Popularity
Points 2
Comments 1
What is this product?
WeatherSense is a weather application that provides detailed weather information, focusing on visualizing historical weather data to help users understand current conditions in context.
How to use it?
Users can access current weather conditions and historical data for reference. The app provides a visual representation of weather changes over time, aiding in intuitive understanding of the weather patterns.
Product Core Function
· Displays current weather conditions.
· Visualizes past weather data.
· Provides a user interface inspired by MerrySky.net.
· Offers a clean and concise presentation of information.
· Shows weather data in a more intuitive format.
Product Usage Case
· Understanding temperature changes over the past few days to plan for outdoor activities.
· Comparing current weather conditions to those of previous days for better context.
· Quickly grasping the relative change in weather elements (temperature, etc.) without needing to convert units.
· Using the historical data to anticipate future weather trends.
24
Scira-Multilingual

Author
andrew-herndon
Description
An open-source AI-powered search engine, now available in 14 languages, powered by General Translation's Next.js library.
Popularity
Points 3
Comments 0
What is this product?
Scira-Multilingual is an AI-powered search engine that has been translated into multiple languages using General Translation's i18n library.
How to use it?
Users can access the search engine in their preferred language by selecting it from the available options. Simply navigate to the corresponding language path (e.g., /es for Spanish) to use the search interface in that language.
Product Core Function
· AI-powered search functionality
· Multilingual support (14 languages)
· Open-source availability
Product Usage Case
· Searching for information in English.
· Searching for information in Spanish.
· Searching for information in Japanese.
· Utilizing the search engine in various languages to find relevant results.
25
TextPC

Author
sferdeveloper
Description
A browser-based tool for quickly and privately transferring text, links, and notes between your phone and computer.
Popularity
Points 1
Comments 2
What is this product?
TextPC allows you to instantly chat with yourself between your phone and computer without the need for accounts or installations.
How to use it?
1. Open the TextPC website on your PC. 2. Create a chat room. 3. Scan the QR code with your phone or tablet. Now, your phone and PC are connected in a private chat within your browser.
Product Core Function
· Quickly send text, links, and notes between devices.
· No account creation required.
· No software installation needed.
· Private and secure communication within your browser.
· Easy setup with QR code scanning.
Product Usage Case
· Sending a website link from your phone to your computer.
· Copying a quick note from your computer to your phone.
· Sharing a piece of text between devices without saving any history.
· Transferring information between devices without needing to log in to any apps or services on a shared computer.
26
OCR Workbench

Author
viking2917
Description
An AI-powered OCR tool for difficult documents, providing an editing environment for cleanup.
Popularity
Points 2
Comments 1
What is this product?
OCR Workbench is a tool that uses AI to perform Optical Character Recognition (OCR) on challenging documents, such as historical texts, and provides tools for editing and refining the results.
How to use it?
To use OCR Workbench, you would typically upload a scanned document, the AI will perform OCR, and then you can use the editing tools provided to correct errors and improve the accuracy of the transcription. You will need your own API key for the underlying AI service (e.g., Gemini).
Product Core Function
· AI-powered OCR
· Editing environment
· Document upload
· Transcription refinement
Product Usage Case
· Transcribing Colonial American documents
· Processing historical texts with poor OCR quality
27
Cyckle

Author
vd2287
Description
A tool for CSV analysis and data manipulation.
Popularity
Points 2
Comments 1
What is this product?
Cyckle is a software application designed for analyzing and processing data stored in CSV (Comma Separated Values) files. It offers functionalities beyond basic CSV viewing, enabling users to perform various operations on their data.
How to use it?
To use Cyckle, you typically import a CSV file. The application then allows you to view, filter, sort, and perform calculations on the data. Specific features may include data transformation, statistical analysis, and exporting the results in various formats.
Product Core Function
· CSV file importing and viewing
· Data filtering and sorting
· Data transformation and manipulation
· Statistical analysis
· Data exporting
Product Usage Case
· Analyzing sales data from a CSV file to identify trends.
· Cleaning and transforming a large customer dataset for further analysis.
· Generating statistical reports from financial CSV data.
· Converting CSV data into a specific format for a different application.
28
Clio-Local

Author
Phylliida
Description
A local, open-source tool for hierarchical clustering of text data using LLMs, designed to analyze text facets from your data and output results to a static HTML file.
Popularity
Points 3
Comments 0
What is this product?
Clio-Local is a tool that utilizes Large Language Models (LLMs) to perform hierarchical clustering of text data. It analyzes text, extracts facets, and presents the results in a user-friendly HTML format, designed to be run locally.
How to use it?
You use Clio-Local by providing it with text data. It then uses LLMs to analyze and cluster the data based on extracted facets. The output is a static HTML file that you can view locally to explore the clustered data.
Product Core Function
· Hierarchical clustering of text data
· LLM-based analysis of text facets
· Local execution using local LLMs
· Output to a single static HTML file
· Data streaming via compressed JSON chunks
· Conversation state saving for easy sharing
Product Usage Case
· Analyzing large datasets of conversations
· Exploring relationships within textual data
· Gaining insights from text-based information
29
Autonoly

Author
dpacman
Description
A platform for automating digital tasks, including data processing, content creation, and business workflows, without traditional coding.
Popularity
Points 2
Comments 0
What is this product?
Autonoly is a no-code automation platform that allows users to automate various digital tasks such as data scraping, content creation, and workflow management.
How to use it?
Users can use Autonoly by defining automation workflows through a visual interface or potentially by directly configuring the platform based on their needs. For example, to scrape data, one would specify the website, the elements to extract using selectors (like XPath), and the desired output format (e.g., CSV).
Product Core Function
· Browser automation
· Data extraction using selectors (e.g., XPath)
· Dynamic content handling
· Workflow automation
· Data processing
· Content creation
· File management
Product Usage Case
· Creating a Y Combinator data scraper
· Automating data extraction from websites
· Automating content generation
· Managing business workflows
30
Logtofit

Author
amittambulkar
Description
An AI agent that simplifies calorie and macro tracking through conversational input.
Popularity
Points 1
Comments 1
What is this product?
Logtofit is an AI-powered tool that allows users to effortlessly track their food intake, calories, weight, and progress by simply chatting with the AI.
How to use it?
Users can describe what they ate or their weight to the AI through a chat interface to log their data. No need for manual entry or complicated interfaces.
Product Core Function
· AI-powered food logging
· Calorie and macro tracking
· Weight tracking
· Progress monitoring
Product Usage Case
· Logging meals without manual input.
· Tracking daily calorie intake with ease.
· Monitoring weight changes over time.
· Following fitness progress conveniently.
31
LLM Capability API

Author
earcar
Description
An API providing access to the capabilities and pricing information of Large Language Models, scraped from public documentation.
Popularity
Points 2
Comments 0
What is this product?
An API that offers a centralized source for accessing and comparing the features and pricing of various LLMs.
How to use it?
Users can query the API to retrieve information about different LLMs, including their supported functionalities and associated costs. The API provides structured data, making it easy to integrate with other applications.
Product Core Function
· Provides access to LLM features.
· Offers pricing comparison.
· Scrapes data from public documentation.
· Returns data in a structured format (likely JSON).
Product Usage Case
· Building comparison tools for different LLMs.
· Integrating LLM information into applications that require up-to-date pricing and capability details.
· Automated monitoring of LLM updates and changes in pricing or functionalities.
32
ClickAgent

Author
auxten
Description
A multilingual RAG (Retrieval-Augmented Generation) system designed for information retrieval and generation tasks.
Popularity
Points 2
Comments 0
What is this product?
ClickAgent is a Retrieval-Augmented Generation (RAG) system. It's built to handle multiple languages, allowing users to retrieve and generate information.
How to use it?
ClickAgent can be used by providing it with data, such as documents or text. Users can then query the system with questions in multiple languages to retrieve relevant information and generate answers. It's designed to be user-friendly and include everything you need to get started.
Product Core Function
· Multilingual support for input and output.
· Retrieval of relevant information.
· Generation of answers based on retrieved information.
· RAG (Retrieval-Augmented Generation) architecture.
· Easy to set up and use.
Product Usage Case
· Answering questions from a large document collection.
· Summarizing documents in multiple languages.
· Providing information retrieval for customer support.
· Building a multilingual chatbot.
33
Cutscription

Author
mariovasile
Description
A tool for users to visualize and manage their subscription spending.
Popularity
Points 1
Comments 1
What is this product?
Cutscription is a service that helps users track and understand their subscription costs.
How to use it?
Users can input their subscriptions and Cutscription will show them how much they are spending on each subscription.
Product Core Function
· Subscription tracking
· Spending visualization
· Cost analysis
Product Usage Case
· Identifying unnecessary subscriptions
· Budgeting for subscription services
· Understanding monthly expenses related to subscriptions
34
Decentralized Exchange (DEX) Prototype
Author
KrishBaidya
Description
A simplified, experimental decentralized exchange (DEX) built from scratch using Solidity.
Popularity
Points 1
Comments 1
What is this product?
A prototype decentralized exchange (DEX) allowing for peer-to-peer cryptocurrency trading without intermediaries.
How to use it?
The DEX is accessible via a web interface, allowing users to swap tokens by interacting with liquidity pools.
Product Core Function
· Token swapping
· Liquidity pool interaction
Product Usage Case
· Experimentation with smart contracts
· Understanding decentralized trading mechanisms
35
VoiceTask

Author
Jorrell
Description
A tool that transcribes audio and converts it into an actionable to-do list.
Popularity
Points 2
Comments 0
What is this product?
VoiceTask is a software application that allows users to record audio, transcribe it, edit the transcription, and automatically extract and organize tasks into a to-do list format.
How to use it?
Users can record their voice through a microphone, upload an audio file, or dictate directly into the application. The software then transcribes the audio, allowing users to edit the text. Finally, the application identifies and converts actionable items within the transcription into a structured to-do list.
Product Core Function
· Audio transcription
· Transcription editing
· Actionable item extraction
· To-do list generation
· Voice recording/uploading
Product Usage Case
· Capturing meeting notes and converting them into action items.
· Organizing client call summaries into tasks.
· Brainstorming and converting ideas into a structured to-do list.
· Managing personal tasks and reminders through voice input.
36
Rama

Author
gdcbe
Description
A modular Rust framework for building proxies, servers, and clients, offering full control over network transport and advanced features like user-agent detection.
Popularity
Points 2
Comments 0
What is this product?
Rama is a modular Rust framework designed for moving and transforming network packets, providing extensive control over network aspects such as transport, TLS, and HTTP routing.
How to use it?
Rama can be used by developers to build custom network applications, including proxies, servers, and clients. Its modular design allows for flexible configuration and integration with existing systems.
Product Core Function
· Full control over transport (TCP/UDP)
· TLS support (Rustls/BoringSSL)
· HTTP routing
· User-agent detection and emulation (JA3/JA4/JA4H)
· Composable Tower-like service/layer model
· Integration with the Tokio ecosystem
· Built-in services with extensibility
Product Usage Case
· Building custom proxies
· Creating network servers
· Developing network clients
· Traffic interception
· Socks5 implementation
37
Pg_doctestify

Author
michelpp
Description
A tool to convert Postgres regression tests into Markdown for documentation.
Popularity
Points 2
Comments 0
What is this product?
Pg_doctestify is a tool that transforms Postgres regression tests into Markdown format, enabling easy documentation generation and publication.
How to use it?
You can use Pg_doctestify by providing it with your Postgres regression tests. It then generates Markdown output that you can integrate into documentation platforms like mkdocs. Refer to the example in the repository for detailed usage.
Product Core Function
· Converts Postgres regression tests to Markdown
· Integrates with documentation generators like mkdocs
· Provides a straightforward way to document tests
Product Usage Case
· Generating documentation for Postgres regression tests
· Publishing test results as part of project documentation
· Creating self-documenting test suites
38
Radiopaper

Author
davidschaengold
Description
A social network focused on thoughtful conversations with a new feature allowing public responses commissioned with real money.
Popularity
Points 2
Comments 0
What is this product?
Radiopaper is a social network designed for fostering thoughtful and interesting conversations. It utilizes a private-by-default reply system to reduce trolling and has a new feature that allows users to commission others to respond to posts publicly.
How to use it?
Users can post, and others can reply privately. The original poster (OP) can choose to engage with these private replies publicly. A new feature allows users to commission responses to posts with real money.
Product Core Function
· Private-by-default replies
· OP decides to engage publicly
· Public commission feature with real money
Product Usage Case
· Discussions on diverse topics such as the history of eyeliner, the color blue in Christian mysticism, and John Rawls.
39
Unified CLI

Author
cliffy
Description
A command-line utility and Golang client for interacting with UniFi Network and Protect APIs.
Popularity
Points 2
Comments 0
What is this product?
Unified is a CLI tool and Golang client that allows users to interact with their UniFi Network and Protect devices by utilizing their respective APIs.
How to use it?
Users can install Unified and then use command-line arguments to interact with their UniFi devices, such as retrieving device information, subscribing to events, and managing cameras. Refer to the project's documentation for specific commands and usage instructions.
Product Core Function
· Interact with UniFi Network API V1
· Partial support for UniFi Protect API V1
· Retrieve device information
· Subscribe to device events (detections, motions, doorbell rings, etc.)
· Manage cameras
Product Usage Case
· Creating a custom doorbell notification system.
· Monitoring and logging device events.
· Developing custom integrations with other services.
· Automating network and security tasks.
40
FounderEvolve

Author
vojtechrichter
Description
A tool to generate unlimited startup ideas to inspire your next project.
Popularity
Points 2
Comments 0
What is this product?
FounderEvolve is a platform that helps users brainstorm and discover startup ideas.
How to use it?
Users can use FounderEvolve to generate a variety of startup ideas to spark inspiration and identify potential projects.
Product Core Function
· Generating unlimited startup ideas
· Providing inspiration for new projects
Product Usage Case
· Users looking for inspiration for a new business venture.
· Founders stuck in the idea stage of product development.
· Individuals seeking to explore different startup concepts.
41
TimeVisor

Author
alexandroo
Description
A time visualization tool designed to eliminate procrastination and improve work patterns by providing clear insights into how you spend your time.
Popularity
Points 2
Comments 0
What is this product?
TimeVisor is a tool that helps users visualize their work cycles, identify time-wasting activities, and promote a better work-life balance.
How to use it?
Users start a timer when working and enjoy their time when the timer is off. The tool visualizes work cycles to reveal patterns and create accountability.
Product Core Function
· Visualizes work cycles
· Eliminates procrastination
· Reveals work patterns
· Creates accountability
· Promotes work-life balance
Product Usage Case
· Users can identify time spent on distracting activities.
· Users can optimize their work schedule.
· Users can create a guilt-free environment for both work and enjoyment.
42
Locawise
Author
aemresafak
Description
An open-source Python tool that automates application localization using AI-powered translation.
Popularity
Points 1
Comments 1
What is this product?
Locawise is a free, developer-controlled tool that uses AI models (OpenAI or VertexAI) to translate strings in language files, automating the localization process.
How to use it?
Locawise consists of a Python CLI tool for local use and a GitHub Action for automated translation on pushes to your main branch. The CLI tool detects changes, gets translations, and updates target files. The GitHub Action automates this process by creating a PR with new translations.
Product Core Function
· Detects changes in source language files (JSON, .properties)
· Uses AI to translate strings
· Updates target files with translations
· Context-aware translation using project context, terminology, and tone defined in YAML config (i18n.yaml)
· GitHub Action for automated localization
Product Usage Case
· Automating localization for projects using JSON or .properties files.
· Integrating localization into the CI/CD pipeline via GitHub Actions.
· Reducing the manual effort required for application localization.
· Cost-effectively managing localization by controlling LLM usage.
43
C-Suite AI Agent

Author
iamasuperuser
Description
An AI agent designed to assist small and medium-sized businesses (SMBs) with C-suite level tasks.
Popularity
Points 1
Comments 1
What is this product?
The C-Suite AI Agent is an artificial intelligence tool that acts as a virtual assistant for executives in SMBs.
How to use it?
The agent is used by providing it with tasks or questions related to business operations, strategy, and decision-making. It analyzes information, generates reports, and offers insights to aid in the C-suite's responsibilities.
Product Core Function
· Data analysis and reporting
· Strategic planning assistance
· Financial modeling
· Market research and analysis
· Decision support
Product Usage Case
· Generating sales forecasts
· Identifying growth opportunities
· Creating competitive analysis reports
· Optimizing operational efficiency
44
Ad Sniper

Author
WarcrimeActual
Description
A simple Firefox add-on to remove distracting items from web pages.
Popularity
Points 1
Comments 0
What is this product?
Ad Sniper is a browser extension designed to remove distracting elements from web pages, offering granular control over content display.
How to use it?
Install the add-on in Firefox. Once installed, you can configure it to hide specific elements on web pages, providing a cleaner browsing experience.
Product Core Function
· Removes distracting elements
· Offers granular control
· Customizable settings
Product Usage Case
· Removing ads from websites
· Hiding social media elements
· Creating a distraction-free reading environment
45
Jenna AI

Author
hialfred
Description
A visual learning platform for middle school kids that combines web gaming graphics and LLMs.
Popularity
Points 1
Comments 0
What is this product?
Jenna AI is a visual learning platform designed for middle school students. It leverages web gaming graphics and large language models (LLMs) to create an engaging and interactive learning experience.
How to use it?
Students use Jenna AI by interacting with visual elements and prompts. The platform provides educational content and activities, utilizing LLMs to personalize learning and offer feedback.
Product Core Function
· Visual learning environment
· Interactive educational content
· Personalized learning paths
· AI-powered feedback and support
Product Usage Case
· Teaching complex topics through visual representations
· Providing interactive quizzes and exercises
· Offering personalized learning experiences based on student progress
· Creating engaging gamified learning modules
46
PlainInvoice

Author
5balloons
Description
A minimal invoicing tool designed for freelancers and small teams.
Popularity
Points 1
Comments 0
What is this product?
PlainInvoice is a web-based application that allows freelancers and small teams to create, manage, and track invoices.
How to use it?
Users can generate invoices instantly without needing to sign up. They can save client information, track billing and payments, upload attachments, and add team members or accountants.
Product Core Function
· Instant invoice generation (no login needed)
· Client management
· Billing and payment tracking (with multi-currency support)
· Attachment uploading
· Team member and accountant access control
Product Usage Case
· Freelancers needing a simple invoicing solution
· Small teams managing client billing
· Users wanting to track total billed and received amounts.
· Individuals looking to stay organized without complex software.
47
Pgline

Author
theThree
Description
The fastest PostgreSQL driver for Node.js.
Popularity
Points 1
Comments 0
What is this product?
Pgline is a high-performance PostgreSQL driver designed specifically for Node.js.
How to use it?
Pgline is used in Node.js applications by installing the package via npm (npm install pgline) and then importing and using its functions to connect to and interact with a PostgreSQL database.
Product Core Function
· Fast Connection Establishment
· Efficient Query Execution
· Optimized Data Transfer
· Asynchronous Operations
· Node.js Integration
Product Usage Case
· Building high-performance web applications requiring fast database interactions.
· Developing data-intensive backend systems where query speed is critical.
· Creating real-time applications that need to quickly read and write data to PostgreSQL.
48
Dotato

Author
morningdev
Description
A lightweight dotfile manager for managing and versioning dotfiles with git.
Popularity
Points 1
Comments 0
What is this product?
Dotato is a command-line tool designed to simplify the management of dotfiles, making it easy to track, version, and deploy configuration files across different systems.
How to use it?
To use Dotato, you typically initialize it in a directory, specify your dotfiles, and then use commands to link them to your home directory. It utilizes Git for version control and also supports .gitignore rules.
Product Core Function
· Version control using Git
· Supports any path
· Adheres to .gitignore rules
· Symlink support
· Lightweight and easy to use
Product Usage Case
· Managing shell configuration files (e.g., .bashrc, .zshrc)
· Tracking and deploying editor settings (e.g., .vimrc, .emacs)
· Synchronizing dotfiles across multiple computers
· Backing up and restoring configuration files
49
Rylee

Author
saascouple
Description
An AI-powered app designed to generate promotional videos for platforms like TikTok and YouTube Shorts, utilizing image-to-video AI models to replicate viral video formulas.
Popularity
Points 1
Comments 0
What is this product?
Rylee is an AI application that helps users create promotional videos for their products or apps, leveraging image-to-video AI and analyzing viral video trends.
How to use it?
1. Select an actor. 2. Add product clips. 3. Save and upload the generated video.
Product Core Function
· Generate promotional videos using AI.
· Offers a library of actors with various themes.
· Allows users to create custom actors.
· Generates intro hooks using AI.
· Provides video templates and layouts (future feature).
· Auto-posting on TikTok and YouTube Shorts (future feature).
· Analytics for video performance (future feature).
Product Usage Case
· Creating promotional videos for products and apps.
· Replicating viral TikTok video formats.
· Generating content for TikTok and YouTube Shorts.
· Creating videos with different themes like POV, lecture halls, etc.
50
Native AI Actions
Author
TweedBeetle
Description
An iOS app that allows users to integrate structured data extraction from LLMs (like OpenAI and Perplexity) into iOS Shortcuts.
Popularity
Points 1
Comments 0
What is this product?
Native AI Actions is an iOS app that enables users to leverage the power of language models (LLMs) such as OpenAI and Perplexity to extract structured data (Booleans, lists, dictionaries) directly within iOS Shortcuts.
How to use it?
Users can install the app and then use the provided actions within the iOS Shortcuts app. These actions allow them to send text to LLMs, specify the desired output format (e.g., dictionary), and then use the structured data within their shortcuts. Users can also provide their own API keys for unlimited use of OpenAI-text-based actions or subscribe for increased usage limits and access to Perplexity-based actions.
Product Core Function
· Extract structured data (Booleans, lists, dictionaries) from text using LLMs.
· Integrate LLM functionalities into iOS Shortcuts.
· Create calendar events from extracted data.
· Filter automations based on structured data.
· Generate lists for Reminders.
· Invoke ChatGPT within shortcuts without history clutter.
Product Usage Case
· Creating a calendar event from a screenshot of a conversation about the event.
· Filtering automations triggered by receiving emails or messages using structured data.
· Generating lists for Reminders based on extracted information.
· Using extracted information to control other iOS functions.
51
Wrkspace

Author
mfcmatheus
Description
A productivity tool for developers that automates local environment setup and project switching.
Popularity
Points 1
Comments 0
What is this product?
Wrkspace is a tool designed to simplify and accelerate the workflow of developers by automating the process of setting up and launching local development environments.
How to use it?
After a one-time setup per project, Wrkspace allows you to launch your development environment with a single click, integrating with Docker, running boot scripts, opening your editor, and launching web pages.
Product Core Function
· Automated environment setup
· Fast project switching
· Docker integration
· Custom boot script execution
· One-click environment launch
Product Usage Case
· Rapid project startup for faster coding.
· Streamlined workflow for developers.
· Elimination of repetitive environment setup tasks.
52
Article AI Chat

Author
mnewme
Description
An AI-powered tool that allows users to chat with articles and explore AI literacy practices.
Popularity
Points 1
Comments 0
What is this product?
It is an AI-driven application designed to facilitate interactive discussions and comprehension of articles, focusing on AI literacy.
How to use it?
Users can input an article and then engage in a conversational exchange with the AI to ask questions, summarize content, and explore key concepts related to AI literacy.
Product Core Function
· Article Summarization
· Interactive Questioning
· AI Literacy Exploration
· Concept Clarification
Product Usage Case
· Students using it to understand complex research papers.
· Educators leveraging it to explain AI concepts.
· Researchers using it to quickly grasp the essence of articles.
· Individuals improving their AI literacy through interactive learning.
53
Style Art AI

Author
harperhuang
Description
An AI-powered image generation tool that transforms images into 30+ styles with a single click, offering both text-to-image and image-to-image functionalities.
Popularity
Points 1
Comments 0
What is this product?
Style Art AI is a web-based application that uses artificial intelligence to generate and stylize images. It allows users to create images from text prompts, transform existing images into various artistic styles, and easily edit and refine the generated results.
How to use it?
Users can access Style Art AI via a web browser. They can input text prompts to generate images, upload existing images for style transfer, select from predefined styles, and then customize and edit the generated images until satisfied.
Product Core Function
· Text-to-image generation
· Image-to-image style transfer
· Over 30 predefined artistic styles
· Custom style creation
· Easy image editing and refinement
· Featured image section for inspiration
Product Usage Case
· Generating unique artwork from text descriptions.
· Transforming photographs into paintings in different artistic styles.
· Creating variations of an image with different stylistic interpretations.
· Experimenting with various artistic styles to visualize concepts.
· Finding inspiration and starting points through the 'Featured Images' section.
54
DemoDazzle

Author
qareena
Description
Create interactive product demos without code.
Popularity
Points 1
Comments 0
What is this product?
DemoDazzle is a tool that allows product teams, marketers, and founders to create interactive product demos without any coding.
How to use it?
Users can design interactive walkthroughs of their product, embed them in websites, pitches, or product pages, and highlight key features.
Product Core Function
· Design interactive walkthroughs
· Embed demos in websites, pitches, or product pages
· Highlight key features
Product Usage Case
· SaaS products
· Onboarding flows
· Sales presentations
55
DocsGPT Telegram Bot

Author
larry-the-agent
Description
An open-source Telegram bot that extends DocsGPT functionality.
Popularity
Points 1
Comments 0
What is this product?
A Telegram bot that leverages DocsGPT to provide users with access to documentation and information via the Telegram messaging platform.
How to use it?
Users interact with the bot through Telegram by sending queries related to documentation. The bot processes these queries using DocsGPT and provides relevant answers.
Product Core Function
· Accessing documentation through Telegram
· Using natural language to query documentation
· Leveraging DocsGPT for intelligent responses
· Open-source and customizable
Product Usage Case
· Quickly finding answers to technical questions within documentation.
· Accessing documentation while on the go.
· Integrating documentation access within existing Telegram workflows.
56
Vision AI Checkup

Author
zerojames
Description
A tool for evaluating Vision-Language Models (VLMs) using hand-crafted prompts focused on real-world, industrial tasks.
Popularity
Points 1
Comments 0
What is this product?
Vision AI Checkup is a tool designed to evaluate the visual capabilities of Vision-Language Models (VLMs). It uses a set of hand-crafted prompts centered around real-world industrial problems.
How to use it?
Users can input different VLMs and test their performance across various prompt categories, as well as compare the performance of different models on a single prompt. The tool offers open-source code allowing users to add new prompts and models.
Product Core Function
· Evaluation of VLMs using hand-crafted prompts.
· Focus on industrial tasks like defect detection and serial number reading.
· Comparison of model performance across different prompts and models.
· Open-source codebase for adding new prompts and models.
Product Usage Case
· Defect detection in manufacturing.
· Understanding relationships between objects in an assembly line.
· Color understanding in industrial processes.
· Serial number reading for inventory management.
57
Honest Prompts

Author
moobuilds
Description
A system designed to make ChatGPT provide brutally honest feedback for self-growth and decision-making.
Popularity
Points 1
Comments 0
What is this product?
A set of prompts that override ChatGPT's default agreeable behavior to provide unfiltered truth and challenge assumptions.
How to use it?
Copy and paste the provided prompts into ChatGPT to receive honest advice and identify blind spots.
Product Core Function
· Overriding default ChatGPT behavior
· Providing brutally honest feedback
· Identifying flaws and missed opportunities
· Offering clarity and actionable insights for growth
Product Usage Case
· Receiving unfiltered truth on ideas and projects
· Identifying weaknesses and blind spots in decision-making
· Getting clear and concise advice for self-improvement
58
2Route

Author
rindy1123
Description
An AI-powered multi-stop trip planner.
Popularity
Points 1
Comments 0
What is this product?
2Route is an application that uses artificial intelligence to help users plan complex multi-stop trips.
How to use it?
Users input their desired destinations and any specific preferences (e.g., points of interest, time constraints), and 2Route generates an optimized route.
Product Core Function
· AI-powered route optimization
· Multi-stop trip planning
· Consideration of user preferences
· Integration with points of interest data
Product Usage Case
· Planning a road trip with multiple stops.
· Organizing a business travel itinerary with several meetings.
· Creating a sightseeing tour in a new city.
59
KarmaTracker Action

Author
nkko
Description
A GitHub Action to track Hacker News karma.
Popularity
Points 1
Comments 0
What is this product?
It's a GitHub Action designed to monitor and track a user's karma on Hacker News.
How to use it?
Integrate this action into your GitHub workflow to automatically track your Hacker News karma. Configure it to check and update your karma score at regular intervals.
Product Core Function
· Tracks Hacker News Karma
· Automated Updates via GitHub Actions
· Provides Karma History
Product Usage Case
· Tracking personal Hacker News performance over time
· Integrating karma tracking into a project workflow to monitor engagement
60
Reaktiv

Author
buibuibui
Description
A Python library that brings reactive programming, inspired by frontend concepts and Excel, to the backend world.
Popularity
Points 1
Comments 0
What is this product?
Reaktiv is a Python library that enables reactive programming in the backend, allowing automatic tracking of dependencies between computations and only recalculating values when dependencies change.
How to use it?
Reaktiv is used by defining computations and dependencies between them. The library then automatically manages the recalculation of values based on changes in dependencies, similar to how spreadsheets like Excel work.
Product Core Function
· Automatic dependency tracking
· Elimination of manual dependency tracking
· Prevention of synchronization bugs
· Reduction of cognitive load when managing complex state
Product Usage Case
· Potential applications in data science
· Potential applications in Home Assistant/IoT communities
61
Basin MCP

Author
brainboi
Description
Basin MCP is a QA infrastructure designed for AI coding copilots, enabling them to trigger QA workflows and validate generated code.
Popularity
Points 1
Comments 0
What is this product?
Basin MCP is a QA infrastructure designed for AI coding copilots, like Cursor and Windsurf. It helps these copilots ensure the code they generate actually works and matches the original intent by triggering full QA workflows.
How to use it?
You interact with Basin MCP by adding '...and test with Basin MCP' to your normal chat prompt with the copilot. It then handles the QA process, validating output, simulating inputs, and catching regressions.
Product Core Function
· Works with any copilot (with MCP hooks enabled)
· Tests inter-service flow checks, including email and webhooks
· Allows defining test cases with natural language
Product Usage Case
· Testing code generated by AI copilots to ensure functionality and adherence to original intent.
· Validating outputs of copilots.
· Simulating inputs for testing.
· Catching regressions in code generated by AI.
62
Toller

Author
nibblingnokedli
Description
A lightweight Python library designed to make asynchronous calls more robust and easier to manage, incorporating resilience patterns for modern async workflows.
Popularity
Points 1
Comments 0
What is this product?
Toller is a Python library that enhances the reliability of asynchronous calls by providing features like rate limiting, retries, and circuit breaking.
How to use it?
Toller is used by decorating async functions with the `@toller.task` decorator. This integrates rate limiting, retry mechanisms, and circuit breaker functionality into the decorated function.
Product Core Function
· Rate Limiting (token bucket based)
· Retry mechanisms with customizable strategies (max attempts, delay, backoff, jitter)
· Circuit Breaker (CLOSED/OPEN/HALF_OPEN states)
· Transparent Error Handling (clear exception hierarchy)
Product Usage Case
· Managing API rate limits across concurrent tasks.
· Retrying transient errors from external services (e.g., 503 errors from Azure OpenAI).
· Implementing circuit breaking to stop hammering a service that is down.
· Building more reliable applications that depend on external asynchronous services.
63
InvoiceGenius

Author
creativehubspac
Description
A tool to simplify invoicing for Stripe users, allowing clients to generate their own invoices for purchases.
Popularity
Points 1
Comments 0
What is this product?
InvoiceGenius is a tool that allows users to generate editable invoices for their Stripe purchases, avoiding Stripe's invoice generation fees.
How to use it?
Connect your Stripe accounts to InvoiceGenius. Then, provide your clients with a link. Clients can then use this link to generate their own invoices for their purchases.
Product Core Function
· Generate editable invoices.
· Connect multiple Stripe accounts.
· Avoid Stripe invoice generation fees.
· Clients can update invoice information (VAT, business info, etc.).
· On-demand invoice generation.
Product Usage Case
· Solopreneurs needing to invoice clients for Stripe Payment Links purchases.
· SaaS founders using Stripe Checkout.
· Freelancers managing invoices for Stripe Subscriptions.
64
Page Replica

Author
nirvanist
Description
A web scraping and caching tool built with Node.js.
Popularity
Points 1
Comments 0
What is this product?
Page Replica is a tool designed for web scraping and caching web content. It is built using Node.js.
How to use it?
You would likely interact with Page Replica through its API or command-line interface. Details on how to use it would depend on the specific implementation and the provided documentation.
Product Core Function
· Web Scraping
· Caching
· Content Retrieval
· Node.js based
Product Usage Case
· Creating local backups of websites.
· Extracting specific data from websites for analysis.
· Improving website performance by caching content.
65
TeamPageGen

Author
bhu1st
Description
A tool that converts CSV data into HTML for team pages.
Popularity
Points 1
Comments 0
What is this product?
TeamPageGen is a utility that transforms a CSV file containing team member information into a structured HTML format, suitable for creating a team page.
How to use it?
You input a CSV file containing data like names, titles, and possibly photos. TeamPageGen then processes this data and generates HTML. You can then copy and paste the generated HTML into your website or use it to style your team page.
Product Core Function
· CSV input parsing
· HTML output generation
· Data formatting based on CSV structure
· Simple and customizable output structure
Product Usage Case
· Creating a team page for a small company
· Generating a contact list from a spreadsheet
· Rapid prototyping of a team directory
66
Bydantic

Author
khusmann
Description
A Python library for declaratively defining bitfields using Python type hints and dataclass-like field types, handling serialization and deserialization for binary data.
Popularity
Points 1
Comments 0
What is this product?
Bydantic is a Python library that allows you to define bitfields using Python type hints and dataclass-like field types, similar to Pydantic but for binary data.
How to use it?
You use Bydantic by defining your bitfield structures using Python type hints. It automatically handles serialization and deserialization, so you don't have to write ad hoc parsing and packing code.
Product Core Function
· Declarative bitfield definition using type hints.
· Automatic serialization and deserialization.
· Focus on structure rather than boilerplate code.
· Designed for expressiveness and type safety.
Product Usage Case
· Reverse-engineering Bluetooth protocols.
· Working with complex and messy binary data formats.
· Building and parsing binary data structures.
67
HN Converter

Author
suwakei
Description
A TypeScript (Deno) tool for converting between half-width and full-width strings.
Popularity
Points 1
Comments 0
What is this product?
HN Converter is a command-line tool that allows you to easily convert strings between half-width and full-width character representations.
How to use it?
To use HN Converter, you would typically install it using Deno, then run it from your terminal, providing the input string and specifying the conversion type (half-width to full-width or vice versa). Detailed usage instructions would be available in the project documentation.
Product Core Function
· Half-width to full-width string conversion
· Full-width to half-width string conversion
· Support for various character types
· Command-line interface for ease of use
Product Usage Case
· Converting Japanese text between half-width and full-width formats.
· Standardizing string formats in data processing pipelines.
· Creating scripts to handle text input from various sources with different character widths.
· Integrating with build processes to ensure consistent text formatting.
68
Stop Reels

Author
invisibilities
Description
A Chrome extension designed to block Reels and short videos on platforms like Instagram, Facebook, and TikTok, while preserving other functionalities.
Popularity
Points 1
Comments 0
What is this product?
Stop Reels is a free Chrome extension that blocks Reels/short videos on social media platforms such as Instagram, Facebook, and TikTok.
How to use it?
Install the Chrome extension. It automatically targets and hides Reels containers on supported platforms. No further configuration is typically needed, but future updates may include options for fine-tuning.
Product Core Function
· Blocks Reels and short videos on specified social media platforms.
· Maintains functionality of other platform features like messaging and regular feeds.
· Open-source and lightweight, without trackers.
· Modular design for easy expansion to other endless scroll modules.
Product Usage Case
· Users who want to reduce mindless scrolling and regain focus on specific tasks.
· Individuals seeking to use social media platforms more intentionally.
· People who want to avoid the distraction of Reels and short videos while still using other platform features.
69
Swoft

Author
Uigatai
Description
An AI-powered app generator that takes a domain-first approach, generating applications with clean architecture and low technical debt.
Popularity
Points 1
Comments 0
What is this product?
Swoft is an AI-driven application generator that models the business domain first, then generates applications using DDD/CQRS patterns, resulting in scalable applications with minimal technical debt.
How to use it?
Define your domain model, and Swoft uses AI to generate the application configuration. You can then use the generated configuration within the framework provided by Swoft.
Product Core Function
· Domain model definition
· AI-powered application generation
· DDD/CQRS pattern implementation
· Clean architecture enforcement
· Configuration generation for a framework
Product Usage Case
· Enterprise applications
· Systems with complex business rules
· Applications requiring scalability and maintainability
70
Gamod Build

Author
sahil423
Description
Build games powered by AI.
Popularity
Points 1
Comments 0
What is this product?
Gamod Build is a platform that allows users to create games using AI technology.
How to use it?
Users can utilize AI to assist in various aspects of game development, such as generating game elements or automating certain processes.
Product Core Function
· AI-powered game element generation
· Automated game development processes
· Simplified game creation tools
Product Usage Case
· Creating unique game characters
· Generating game levels
· Accelerating game prototyping
71
WebStat

Author
karenvard
Description
WebStat is a real-time website analytics platform focused on providing actionable insights into visitor behavior and website performance.
Popularity
Points 1
Comments 0
What is this product?
WebStat is a lightweight, privacy-focused website analytics tool that tracks visitor behavior, page performance, and user engagement metrics.
How to use it?
WebStat provides intuitive dashboards to visualize data. You integrate a tracking code on your website, and then view the analytics within the WebStat platform.
Product Core Function
· Real-time visitor tracking
· Page performance monitoring
· User engagement analysis
· Privacy-focused data collection
· Intuitive dashboards
Product Usage Case
· Optimize website performance by identifying slow-loading pages.
· Improve user engagement by understanding how visitors interact with content.
· Boost conversions by analyzing user behavior and identifying areas for improvement.
· Gain insights into traffic sources and understand user demographics.
72
Operator: AI-Powered Browser Automation

Author
tysont9
Description
An open-source browser extension that leverages ChatGPT and multi-agent orchestration to automate web tasks.
Popularity
Points 1
Comments 0
What is this product?
Operator is a browser extension that automates web interactions using AI. It combines ChatGPT with multi-agent systems to perform tasks like form filling and in-depth research.
How to use it?
Install the extension in your browser. Define the tasks you want to automate (e.g., filling forms, gathering data). Operator uses AI to understand your instructions and execute them within your existing browser sessions.
Product Core Function
· Automated Form Filling
· Multi-Step Research Automation
· Web Scraping
· Integration with ChatGPT APIs
· Multi-Agent Orchestration
Product Usage Case
· Automating the creation of accounts on multiple websites.
· Automatically filling out complex application forms.
· Performing market research by gathering data from various sources.
· Automating the process of booking travel arrangements.
73
Kubernetes Troubleshooter

Author
rohitghumare
Description
A resource for troubleshooting Kubernetes issues.
Popularity
Points 1
Comments 0
What is this product?
It is a resource, likely a guide or tool, for identifying and resolving problems within a Kubernetes environment.
How to use it?
Users would likely consult this resource when encountering issues with their Kubernetes deployments, using it to diagnose and fix problems.
Product Core Function
· Providing guidance on common Kubernetes troubleshooting scenarios.
· Offering solutions to typical Kubernetes problems.
· Potentially including diagnostic tools or scripts.
Product Usage Case
· Debugging pod startup failures.
· Troubleshooting network connectivity issues within the cluster.
· Identifying and resolving resource allocation problems.
74
Contextual AI Document Parser
Author
ishan_sinha
Description
A document parser that uses custom vision, OCR, and vision language models to accurately parse complex documents, inferring document hierarchy and minimizing hallucinations.
Popularity
Points 1
Comments 0
What is this product?
It's a document parser designed to extract information from complex documents, including those with technical diagrams, figures, and nested tables, while maintaining document structure.
How to use it?
Users can access the parser through a UI playground or an API. Create an account, navigate to the Components tab, or obtain an API key to start parsing documents.
Product Core Function
· Document hierarchy inference
· Minimized hallucinations
· Superior handling of complex modalities (diagrams, figures, tables)
· Metadata addition for each chunk
· Bounding boxes and confidence levels for table extraction
Product Usage Case
· Integrating it into RAG (Retrieval-Augmented Generation) systems for improved performance. An end-to-end RAG evaluation using SEC 10Ks and 10Qs showed a significant increase in equivalence score when document hierarchy metadata was included.
75
MCP Server Scanner

Author
orgoldfus
Description
A tool to scan Minecraft Protocol (MCP) servers for malicious code.
Popularity
Points 1
Comments 0
What is this product?
It's a security tool designed to identify and detect potentially harmful code within Minecraft servers.
How to use it?
The tool is used by pointing it at an MCP server. It then analyzes the server's files and configurations to identify suspicious elements.
Product Core Function
· Code Analysis
· Configuration Review
· Malware Detection
· Vulnerability Scanning
Product Usage Case
· Detecting backdoors in plugins
· Identifying malicious scripts
· Auditing server security posture
76
Conductor Tasks

Author
hridyaagrawal
Description
A task manager and development assistant that integrates into your editor or works standalone, offering project management, tech lead, and coding assistant functionalities.
Popularity
Points 1
Comments 0
What is this product?
Conductor Tasks is a task manager designed to assist with software development, integrating with various LLM providers to manage and assist with coding tasks.
How to use it?
Conductor Tasks can be used directly within a code editor or as a standalone application. Users can create tasks, leverage AI for planning, research, code modification, and utilize templates for standardized workflows.
Product Core Function
· Multi-LLM Architecture with 9+ providers (OpenAI, Anthropic, Mistral, etc.)
· Granular control over LLM assignments for specific tasks.
· Complete development lifecycle support, including planning and code modification.
· Powerful templating engine for reusable task templates.
· Sophisticated codebase understanding for contextually relevant suggestions.
Product Usage Case
· Using a powerful LLM for initial project planning.
· Employing a fast and cheap LLM for summarization.
· Utilizing Perplexity for research tasks within the workflow.
· Generating code suggestions based on project structure and dependencies.
· Standardizing workflows with reusable task templates.
77
Career Navigator

Author
cwalke22
Description
A tool providing insights into career trends and development.
Popularity
Points 1
Comments 0
What is this product?
Career Navigator is a platform designed to help individuals understand the subtle shifts in career paths and navigate their professional journeys.
How to use it?
Explore trending career paths and analyze the influence of certain shifts on your career by reading articles and discussions.
Product Core Function
· Trend Analysis
· Career Path Visualization
· Discussion and Community Forum
Product Usage Case
· Understanding the impact of remote work on career advancement.
· Identifying skills needed to transition to new industries.
· Analyzing the long-term implications of technological advancements on specific roles.
78
AI-Powered Commit Summary Script

Author
tomdekan
Description
A script that leverages OpenAI's API to generate concise commit summaries and detailed descriptions from Git diffs.
Popularity
Points 1
Comments 0
What is this product?
It is a command-line script that automatically generates commit messages by analyzing Git diffs using OpenAI's language model.
How to use it?
Integrate the script into your .bashrc or similar configuration file and run it in your Git repository.
Product Core Function
· Analyzes Git diffs
· Generates concise commit summaries
· Provides detailed descriptions following best practices
· Utilizes OpenAI's API
Product Usage Case
· Automating commit message creation for various projects.
· Improving code documentation with clear and descriptive commit messages.
· Saving time for developers by automating the writing of commit messages.
79
React Docs EBook

Author
aliencat
Description
Offline React documentation in ebook format for easy reading and annotation.
Popularity
Points 1
Comments 0
What is this product?
A downloadable ebook version of the React documentation, allowing offline access and enhanced reading experience.
How to use it?
Download the PDF ebook and read it on your preferred device (eReader, tablet, or computer). You can annotate the PDF as needed, and even feed it to LLMs like NotebookLLM for interactive learning.
Product Core Function
· Offline access to React documentation
· Book-like reading experience
· PDF format for easy annotation
· Compatibility with LLMs for interactive learning
Product Usage Case
· Reading React documentation on the go without internet access.
· Annotating and highlighting important information in the documentation.
· Using the documentation with LLMs for personalized learning and interactive guides.