
Show HN Today: Top Developer Projects Showcase for 2025-03-05
SagaSu777 2025-03-06
Explore the hottest developer projects on Show HN for 2025-03-05. Dive into innovative tech, AI applications, and exciting new inventions!
Summary of Today’s Content
Trend Insights
The trend showcases a strong interest in AI-driven solutions, especially those leveraging LLMs and agents for various tasks. Many projects are focused on improving productivity, automating workflows, and enhancing user experiences. The demand for tools addressing specific needs like data extraction, web scraping, and personalized learning is evident. There's a focus on leveraging existing technologies, like WebRTC, and addressing pain points in existing development workflows, such as TypeScript ESM compatibility.
Today's Hottest Product
Name
Pokemon Red RL System
Highlight
A reinforcement learning system that successfully completes Pokemon Red using a policy under 10M parameters and novel techniques.
Popular Category
AI
Education
Productivity
Tools
Popular Keyword
AI
LLM
Agent
Web
Technology Trends
Reinforcement Learning
LLMs
AI Agents
Web Scraping
WebRTC Video
TypeScript ESM
AI-powered tools
Project Category Distribution
AI/ML (45%)
Productivity Tools (20%)
Web Development (25%)
Other (10%)
Today's Hot Product List
Ranking | Product Name | Likes | Comments |
---|---|---|---|
1 | RL Pokemon Challenger | 137 | 59 |
2 | Leaflet.pub | 113 | 40 |
3 | Tov | 8 | 7 |
4 | WebRTC Video v1.0 | 9 | 0 |
5 | EmailToFuture | 1 | 5 |
6 | Latitude Agents | 5 | 1 |
7 | LM Framework | 4 | 2 |
8 | Advantis AI | 4 | 2 |
9 | CryptoCapRatio | 3 | 3 |
10 | LLM Text Transformer | 3 | 3 |
1
RL Pokemon Challenger

Author
drubs
Description
A reinforcement learning system that successfully completes Pokémon Red with a policy under 10M parameters.
Popularity
Points 137
Comments 59
What is this product?
It is a system that utilizes reinforcement learning to play and win the game Pokemon Red.
How to use it?
The system runs automatically, learning and making decisions within the game environment to achieve the goal of completing Pokemon Red.
Product Core Function
· Reinforcement learning
· Policy optimization
· Game state analysis
· Decision making based on learned strategies
· Achievement of game completion
Product Usage Case
· Completing the game Pokemon Red.
· Demonstrating the application of reinforcement learning in a complex game environment.
· Showcasing a successful implementation with a relatively low parameter count.
2
Leaflet.pub
Author
jpereira
Description
A web application for creating and sharing delightful documents, striking a balance between speed, simplicity, and rich content capabilities.
Popularity
Points 113
Comments 40
What is this product?
Leaflet.pub is a web-based document creation and sharing tool, designed to be fast, lightweight, and easy to use, while supporting rich content like canvases, subpages, and polls.
How to use it?
You can create a document instantly without an account, share documents via read and edit links, and sign in with email to sync documents across devices. Simply visit leaflet.pub to start.
Product Core Function
· Instant document creation
· Shareable read and edit links
· Email sign-in for syncing
· Rich blocks (canvases, subpages, RSVPs, polls)
· Custom theming
· Mobile-friendly (PWA)
· Fast performance
Product Usage Case
· Collaborations
· Event management
· Creating presentations
· Website documentation
3
Tov

Author
trentcowden
Description
A minimalist Bible app for distraction-free reading on iOS.
Popularity
Points 8
Comments 7
What is this product?
Tov is a mobile application designed to provide a simple, focused, and beautiful Bible reading experience.
How to use it?
Users can read different books and chapters of the Bible within the app. It features a reading history for easy navigation and a cross-reference feature to view related verses.
Product Core Function
· Distraction-free reading experience
· Reading history for easy navigation
· Extensive cross-reference feature
· Beautiful and minimalist design
Product Usage Case
· Reading the Bible without social media distractions.
· Quickly jumping between different chapters.
· Easily finding related verses using the cross-reference feature.
4
WebRTC Video v1.0

Author
chfritz
Description
A stable, low-latency video streaming solution for robots, offering improved robustness, hardware acceleration, and offline capabilities.
Popularity
Points 9
Comments 0
What is this product?
WebRTC Video v1.0 is a video streaming solution designed for robots, providing low-latency video transmission.
How to use it?
The product is used to stream video from robots. It supports various features such as hardware acceleration and offline usage.
Product Core Function
· Robustness over poor networks
· Hardware acceleration for Intel chipsets (HD Graphics)
· Offline usage on local networks
· Reduced CPU usage
· Support for ROS topics carrying pre-encoded h264 video
· Increased data savings when scene is static
· Auto-bitrate and better error recovery
Product Usage Case
· Streaming video from robots in various environments
· Utilizing the product in situations with poor network connectivity
· Using hardware acceleration for improved performance
· Using the local mode for offline application
5
EmailToFuture

Author
mondov
Description
A free app that allows users to send emails to their future selves.
Popularity
Points 1
Comments 5
What is this product?
EmailToFuture is a web application that enables users to schedule and send emails to be delivered to their inbox at a specified future date.
How to use it?
Users write a message, select a delivery date (from tomorrow to decades ahead), and the app handles the email delivery at the scheduled time.
Product Core Function
· Schedule emails for future delivery
· Free to use
· Minimalist user interface focused on user experience
Product Usage Case
· Sending New Year's greetings to yourself in the future.
· Writing a message to your future self to remember goals or reflect on the present.
· Delivering reminders or advice for specific future events.
6
Latitude Agents

Author
heycesr
Description
An autonomous agent platform built for the Model Context Protocol (MCP), enabling the design, evaluation, and deployment of self-improving AI agents that integrate with your tools and data.
Popularity
Points 5
Comments 1
What is this product?
Latitude Agents is a platform that allows users to create and manage autonomous AI agents which interact with tools and data using the Model Context Protocol (MCP).
How to use it?
Users design and deploy agents, and the platform handles the hosting and communication with MCP servers. Users can integrate their tools and data with the agents.
Product Core Function
· Design and deploy self-improving AI agents.
· Integrate agents with tools and data.
· Support for 20+ MCP servers initially, with plans for 100+.
· Automated provisioning of Docker containers for MCP integrations.
· Out-of-the-box authentication through API/SDKs.
Product Usage Case
· Creating AI agents that can interact with local AI tools.
· Using agents to automate tasks involving various tools and data sources.
7
LM Framework

Author
yoansallami
Description
A Keras-inspired LM framework designed for production, compatible with Jupyter and Marimo, and built with the advice of François Chollet.
Popularity
Points 4
Comments 2
What is this product?
A production-ready Large Language Model (LLM) framework.
How to use it?
The framework is designed for integration into Data Scientists' workflows, compatible with Jupyter and Marimo. Code examples are available online and comprehensive documentation is provided.
Product Core Function
· LLM framework development
· Production deployment capabilities
· Integration with Data Science workflows (Jupyter, Marimo)
· LLMOps practices implementation
Product Usage Case
· Deployed in production with clients
8
Advantis AI

Author
zkanon
Description
A platform for creating and customizing multiple private AI agents that work exclusively with your own information, ensuring data privacy and specialized knowledge.
Popularity
Points 4
Comments 2
What is this product?
Advantis AI allows users to create and manage multiple AI assistants, each trained on specific documents uploaded by the user, ensuring data privacy and customized AI capabilities.
How to use it?
Users can create specialized agents for different departments or topics, upload documents, control OCR and data retention, define roles and capabilities for each agent, and switch between agents via a clean conversation interface.
Product Core Function
· Create specialized AI agents.
· Upload proprietary documents.
· Control OCR and data retention.
· Define roles and capabilities for each agent.
· Switch between agents.
Product Usage Case
· Legal firms needing AI assistance with sensitive client documents.
· Businesses requiring AI agents for specific departments or topics.
· Users dealing with domain-specific knowledge challenges.
9
CryptoCapRatio

Author
antonkrasov
Description
A tool to display the crypto total market cap to stock ratio.
Popularity
Points 3
Comments 3
What is this product?
This is a data visualization tool that calculates and displays the ratio between the total market capitalization of cryptocurrencies and the stock market.
How to use it?
The user does not directly 'use' this product in the traditional sense. It presents a calculated ratio. The user can view the real-time or historical data on the relationship between the crypto market and stock market.
Product Core Function
· Calculates the ratio of crypto total market cap to stock ratio
· Provides a visual representation of the data
· Displays data over a period
Product Usage Case
· Traders can use it to gauge market sentiment and potential correlation
· Analysts can use it for macroeconomic comparisons
· Investors can use it to assess relative market size and potential investment opportunities.
10
LLM Text Transformer

Author
zalzal
Description
A Python library for diff filtering, text mapping, and windowed transforms designed for large language model applications.
Popularity
Points 3
Comments 3
What is this product?
It is a Python library providing tools for text manipulation, specifically for LLM applications, including diff filtering, text mapping, and windowed transforms.
How to use it?
The library is used by importing its modules into your Python code and utilizing its functions to process and transform text data before or after interaction with LLMs.
Product Core Function
· Diff filtering for comparing text changes
· Text mapping for applying transformations
· Windowed transforms for processing text in segments
Product Usage Case
· Filtering differences between text generated by an LLM.
· Mapping text to improve LLM outputs.
· Transforming large text inputs into segments for LLM processing.
11
Mobile Ad Maestro

Author
kavi007
Description
A platform for creating and managing high-value advertisements directly from your mobile device.
Popularity
Points 2
Comments 3
What is this product?
It is a mobile-first advertising creation and management tool, enabling users to build and deploy ads with significant revenue potential.
How to use it?
Users can create ad campaigns, design ad creatives, manage budgets, and track performance all through their smartphones.
Product Core Function
· Mobile ad creation
· Campaign management
· Budget control
· Performance tracking
· Real-time analytics
Product Usage Case
· Generating substantial revenue through mobile ads
· Creating effective ad campaigns without a computer
· Quickly adjusting and optimizing ad performance on the go
12
EchoSent

Author
codelemons
Description
Recreate the voice of a deceased loved one from text.
Popularity
Points 5
Comments 0
What is this product?
EchoSent is a service that allows users to generate audio of a lost loved one's voice from text written by or about them.
How to use it?
Users input text, and the system uses AI to synthesize the voice, allowing them to 'hear' their loved one again.
Product Core Function
· Text-to-speech voice generation
· AI-powered voice cloning based on written material
· User-friendly interface for input and playback
· Secure storage of voice data
Product Usage Case
· Creating personalized messages from letters or journals
· Generating voice recordings for special occasions
· Preserving the voice of a loved one for future generations
· Using voice output in virtual memorial experiences
13
DN42 Router Setup Tool

Author
melson
Description
A guide and setup tool for configuring a MikroTik router to participate in the DN42 BGP network.
Popularity
Points 5
Comments 0
What is this product?
This is a resource for users interested in joining the DN42 network using a MikroTik router, including setup instructions and potential configuration assistance.
How to use it?
Users can follow the provided guide to configure their MikroTik router for BGP peering and participation in the DN42 network.
Product Core Function
· BGP Configuration Guide
· MikroTik Router Setup Instructions
· DN42 Network Peering Tutorial
Product Usage Case
· Connecting a home network to the DN42 network.
· Establishing BGP peering with other DN42 participants.
14
Phoenix Liveview Powered Site

Author
ethan_smith
Description
A website migrated from WordPress to Phoenix LiveView, resulting in significantly improved performance and user experience.
Popularity
Points 5
Comments 0
What is this product?
It's a website, originally built on WordPress, that has been migrated to Elixir/Phoenix LiveView.
How to use it?
The site can be accessed through a web browser. Users can browse content, and potentially interact with the site based on its specific features.
Product Core Function
· Faster loading speed (7x improvement)
· Reduced server load
· Improved user experience due to Phoenix LiveView
· Elimination of WordPress plugin conflicts and security issues
· More stable and reliable performance
Product Usage Case
· Serving content to website visitors
· Handling user interactions and requests with improved responsiveness
15
ScribbleSpark

Author
muc-martin
Description
A digital card maker that simulates handwritten cards, bridging the gap between the convenience of digital and the personal touch of physical cards.
Popularity
Points 3
Comments 1
What is this product?
ScribbleSpark is a tool that transforms your handwritten notes or drawings into animated digital cards.
How to use it?
You can use the tool by uploading a snapshot of your handwritten card. The tool will then process the image and create an animated card.
Product Core Function
· Image processing for handwritten text
· Path tracing to simulate writing animation
· Digital card creation
· Personalized animated cards
Product Usage Case
· Creating birthday cards
· Sending thank you notes
· Sharing personalized messages with friends and family
16
CaffeineSafe

Author
jeanmayer
Description
A calculator to help users understand their safe caffeine consumption levels.
Popularity
Points 3
Comments 1
What is this product?
CaffeineSafe is a tool that calculates and visualizes your caffeine intake against recommended safe levels.
How to use it?
Enter the caffeine content of your consumed beverages or products. The calculator will then display your total caffeine intake and compare it to suggested safe limits.
Product Core Function
· Caffeine intake tracking
· Safe caffeine level visualization
· User-friendly interface for inputting caffeine data
Product Usage Case
· Users concerned about overconsumption of caffeine.
· Individuals wanting to monitor their daily caffeine intake.
· People seeking a quick and easy way to assess their caffeine consumption habits.
17
Corner Kicker

Author
calebhyun
Description
A retro game where you try to get the DVD logo to hit the corner every time.
Popularity
Points 2
Comments 2
What is this product?
Corner Kicker is a simple retro game. The goal is to have the DVD logo hit the corner of the screen repeatedly.
How to use it?
The game's controls are not specified in the provided information. Typically in such games, the user does not directly control the logo; the game's mechanics influence its movement.
Product Core Function
· Simulate a bouncing DVD logo.
· Detect collisions with the screen edges.
· Potentially track the number of successful corner hits.
Product Usage Case
· Playing as a time-waster during breaks.
· A nostalgic experience for people who remember DVDs.
18
FormFill AI

Author
jbarrow
Description
A utility that automatically converts non-fillable PDF forms into interactive forms using AI.
Popularity
Points 3
Comments 1
What is this product?
FormFill AI is a tool that identifies and transforms static PDF form fields into interactive, fillable fields.
How to use it?
Users upload a PDF form. The tool analyzes the form, detects potential form field locations, and converts them into fillable fields. Users can then download the interactive form.
Product Core Function
· Automatic form field detection
· Conversion of static PDFs into fillable forms
· Advanced settings for pipeline optimization
· Support for handling scanned forms (improving in future updates)
Product Usage Case
· Converting government forms for online submission
· Making insurance claim forms digitally accessible
· Transforming legacy forms into a user-friendly format
19
WebMCP

Author
jasonjmcghee
Description
A framework that allows websites to support client-side LLMs.
Popularity
Points 2
Comments 1
What is this product?
WebMCP is a proposal and code for websites to natively support client-side Large Language Models (LLMs), enabling on-device AI capabilities directly within web applications.
How to use it?
WebMCP would be integrated into a website's code, likely through JavaScript. This would involve importing the necessary libraries and configuring the LLM to be used. The website would then provide user interfaces that interact with the LLM to perform tasks such as text generation, summarization, or question answering, all within the user's browser.
Product Core Function
· Enables client-side execution of LLMs
· Provides a framework for websites to integrate with LLMs
· Supports on-device AI functionalities
· Allows for enhanced user privacy and data security
Product Usage Case
· Generating personalized content on a blog or news website.
· Providing interactive AI-powered chat features within a web application.
· Offering real-time language translation directly in a web browser.
· Enabling AI-assisted coding functionalities in online IDEs.
20
GenTube

Author
cfwes
Description
A platform for instant AI art generation, offering unlimited free generations at a speed faster than Midjourney.
Popularity
Points 3
Comments 0
What is this product?
GenTube is an AI-powered platform that allows users to generate art quickly.
How to use it?
Users can input prompts or ideas to generate images. The platform provides unlimited free generations.
Product Core Function
· Instant AI art generation
· Unlimited free generations
· Fast generation speed (approximately two seconds per generate)
Product Usage Case
· Creating quick concept art
· Generating illustrations for social media
· Exploring different art styles and ideas rapidly
21
Story Jam

Author
naltroc
Description
A chord progression copilot for musicians.
Popularity
Points 2
Comments 1
What is this product?
Story Jam is a tool designed to assist musicians in creating chord progressions.
How to use it?
The specific usage of Story Jam isn't clear from the provided data. It is likely a software or web-based application where users input or generate chord progressions.
Product Core Function
· Chord Progression Generation
· Possible musical style or genre suggestions based on input
· Real-time collaboration (speculative)
· User interface for chord editing and manipulation
Product Usage Case
· Composing original songs
· Developing backing tracks
· Exploring different musical styles
· Experimenting with chord voicings
22
FeedForge

Author
re6tor
Description
FeedForge generates RSS feeds for any website, allowing users to monitor specific webpage elements.
Popularity
Points 2
Comments 1
What is this product?
FeedForge is a tool that creates RSS feeds from websites, even those without native RSS support, by monitoring specified elements.
How to use it?
Users provide the website URL and optionally use XPath/CSS selectors to target specific DOM elements for monitoring. FeedForge then generates an RSS feed that can be used with any RSS reader.
Product Core Function
· RSS feed generation from any website
· XPath/CSS selector support for element monitoring
· Automated content updates via RSS
Product Usage Case
· Tracking updates on blogs without RSS feeds
· Monitoring local government websites for news
· Following changes to specific elements on a webpage
23
Web Actor

Author
jancurn
Description
A programming model for building distributed, concurrent applications on the web.
Popularity
Points 2
Comments 1
What is this product?
The Web Actor is a programming model that allows developers to create distributed applications by using actors that communicate asynchronously.
How to use it?
Developers can use the Web Actor model by defining actors, which are independent units of computation, and then sending messages between these actors. The actors process these messages concurrently.
Product Core Function
· Asynchronous message passing
· Concurrency management
· Distributed application support
· Actor isolation
Product Usage Case
· Building real-time chat applications
· Developing scalable web services
· Creating distributed game servers
· Implementing event-driven architectures
24
Server Sentinel

Author
mark_mcnally_je
Description
A simple and open-source server monitoring tool that automatically detects metrics and alerts you when your servers break.
Popularity
Points 3
Comments 0
What is this product?
Server Sentinel is a monitoring tool that allows you to easily keep track of your Linux servers. It uses an open-source agent that automatically detects key metrics.
How to use it?
Install the open-source agent on your server. The agent will automatically start monitoring. You can configure aspects of the monitoring through a web interface. Alerts are currently sent via email.
Product Core Function
· Automatic metric detection
· Live graphing of metrics (updates every 5 seconds)
· Email alerts
· Open-source agent
· Web-based configuration
Product Usage Case
· Monitoring CPU usage to identify potential performance bottlenecks.
· Tracking disk space to prevent storage issues.
· Monitoring server uptime to ensure service availability.
· Alerting administrators when a server goes down.
25
CalenPet

Author
fernandommsenna
Description
An AI copilot designed to help pet owners manage their pets' health and care routines, ensuring they never miss important dates.
Popularity
Points 2
Comments 1
What is this product?
CalenPet is a digital assistant for pet owners, helping them track and manage their pets' health and care schedules.
How to use it?
Users can add multiple pets, create custom care routines (vaccinations, medication, grooming, etc.), and CalenPet will send email reminders in advance of scheduled events.
Product Core Function
· Adding multiple pets
· Creating customizable care routines
· Setting reminder emails
· Tracking pet health schedules
Product Usage Case
· Preventing missed vaccination appointments
· Ensuring timely administration of flea and worm medication
· Scheduling regular grooming appointments
· Monitoring overall pet health schedules
26
MaxNotes

Author
Extender777
Description
AI-powered voice note organizer with Markdown transcription.
Popularity
Points 2
Comments 1
What is this product?
MaxNotes is an application that allows users to record voice notes, automatically transcribe them into Markdown format, and organize them using AI.
How to use it?
To use MaxNotes, you record your voice notes. The application will then transcribe them into Markdown. You can organize and search your notes within the application.
Product Core Function
· Voice note recording
· AI-powered Markdown transcription
· Note organization
· Search functionality
Product Usage Case
· Taking meeting notes
· Recording thoughts and ideas on the go
· Creating and organizing research notes
27
Authme

Author
tapeo
Description
A TypeScript JWT authentication package for Express/MongoDB.
Popularity
Points 2
Comments 1
What is this product?
Authme is a TypeScript package designed to simplify JWT (JSON Web Token) authentication for Node.js applications built with Express and MongoDB.
How to use it?
Install the package and integrate it into your Express application. Configure your database connection and define authentication routes to manage user registration, login, and token generation.
Product Core Function
· JWT token generation
· User registration and login
· Token validation
· Integration with MongoDB
· TypeScript support
Product Usage Case
· Building a secure REST API with user authentication
· Creating a web application that requires user login
· Implementing access control for different user roles
28
Syntax Weaver

Author
thinrich
Description
A tool that allows users to write declarative languages using their preferred syntax, with automatic translation between different formats.
Popularity
Points 3
Comments 0
What is this product?
Syntax Weaver is a translator that converts between different syntaxes for declarative languages, such as YAML and a DSL.
How to use it?
Users write policy code in their preferred syntax (e.g., YAML, DSL). The tool then translates it into other supported formats, enabling collaboration and flexibility.
Product Core Function
· Syntax translation between different declarative language formats.
· Support for YAML, DSL, and potentially other syntaxes (Python-inspired, Golang-inspired).
· Facilitates policy writing for users with varying syntax preferences.
· Enables tooling that can work with multiple syntaxes seamlessly.
Product Usage Case
· Teams with members who prefer different syntax styles can collaborate on the same policy logic.
· Users can easily switch between syntax formats without rewriting their code.
· Integration with existing tools that support a specific syntax, allowing the tool to translate and adapt the policy.
29
Artsearcher

Author
rebelnz
Description
A PWA app designed to discover hidden art gems in galleries, leveraging daily updated data and web components.
Popularity
Points 3
Comments 0
What is this product?
Artsearcher is a Progressive Web App (PWA) that helps users find and explore artwork in galleries, particularly highlighting lesser-known or hidden pieces.
How to use it?
Users access Artsearcher through a web browser. The app displays updated art information and allows users to discover new pieces. No specific user interaction details were provided in the prompt. The app utilizes daily updated data to provide current information.
Product Core Function
· Art discovery
· Daily data updates
· Utilizes web components
· Provides information on hidden art gems
Product Usage Case
· Discovering new art in galleries
· Finding lesser-known artworks
· Staying updated with gallery exhibits
30
AI Alt-Text Generator

Author
alex_arc_nine
Description
An AI-powered tool designed to automatically generate alt text for images, primarily for WordPress websites.
Popularity
Points 2
Comments 0
What is this product?
It is a tool that utilizes artificial intelligence to automatically create alternative text (alt text) descriptions for images, which are used for accessibility and SEO purposes.
How to use it?
The tool is used by integrating it with a WordPress website. Users upload or select images, and the AI generates alt text suggestions, which can then be reviewed and implemented.
Product Core Function
· Automated Alt Text Generation
· WordPress Integration
· Image Analysis
Product Usage Case
· Improving website accessibility for visually impaired users
· Enhancing website SEO by providing image context for search engines
31
DiagramFlow

Author
Michaelgathara
Description
A page-based diagramming tool, offering a streamlined approach to visual representation.
Popularity
Points 2
Comments 0
What is this product?
DiagramFlow is a web-based application that enables users to create and manipulate diagrams through a page-based interface.
How to use it?
Users can access DiagramFlow through a web browser, create new pages or import existing diagrams, add and connect shapes, and customize the appearance to represent their ideas visually.
Product Core Function
· Page-based diagram creation
· Shape library and customization
· Connection and relationship mapping
· Real-time collaboration (potential future feature)
· Export options for various formats
Product Usage Case
· Creating flowcharts for business processes
· Developing architectural diagrams for software systems
· Designing network layouts for IT infrastructure
· Visualizing organizational structures
32
GitCommitAI

Author
vituu
Description
A local AI tool that automatically generates Git commit messages using a fine-tuned LLM, improving the clarity and specificity of commit messages.
Popularity
Points 2
Comments 0
What is this product?
GitCommitAI is a locally run, AI-powered tool designed to generate concise and descriptive Git commit messages based on code changes.
How to use it?
The tool integrates with your local Git repository and analyzes the changes in your code to generate commit messages. The exact usage depends on the specific implementation (e.g., command-line interface, IDE plugin).
Product Core Function
· Automatically generates Git commit messages.
· Utilizes a fine-tuned, specialized LLM.
· Operates locally for enhanced security and privacy.
· Employs a reasoning-based approach for improved accuracy.
· Offers different model sizes (e.g., 3B and 7B parameters) for comparison.
Product Usage Case
· Writing clear and informative commit messages without manual effort.
· Improving code review processes by providing more context.
· Reducing the time spent on writing commit messages.
· Ensuring consistency in commit message style.
33
Yuki-no Tracker

Author
kan02134
Description
A GitHub Action for tracking and managing documentation translation projects.
Popularity
Points 1
Comments 1
What is this product?
Yuki-no is a GitHub Action designed to help you monitor and control the progress of your documentation translation projects directly within your GitHub workflow.
How to use it?
Integrate Yuki-no into your GitHub Actions workflow. Configure it to monitor specific files or directories, and it will track the translation status. It provides metrics and insights accessible through your repository.
Product Core Function
· Track translation progress.
· Monitor updated or new files.
· Provide project status information within GitHub.
· Generate metrics for translation projects.
Product Usage Case
· Track translation completion rates for different languages.
· Identify files needing translation updates.
· Monitor the overall health of multilingual documentation projects.
34
PlantFocus

Author
Utkarshn10
Description
A tiny app that helps you focus and be productive by gamifying your work sessions with a virtual plant.
Popularity
Points 2
Comments 0
What is this product?
PlantFocus is a productivity app that uses a virtual plant to motivate focused work sessions. You "grow" the plant by staying focused on your tasks.
How to use it?
Start a focus session. The virtual plant grows as you work. Avoid distractions to keep the plant healthy. End the session when the time is up.
Product Core Function
· Focus timer with customizable durations
· Virtual plant that grows based on focus time
· Optional distraction blocking (e.g., website blocking)
· Progress tracking and statistics
Product Usage Case
· Students studying for exams
· Programmers working on coding projects
· Writers working on articles or books
· Anyone needing help with focused work
35
Paper Golf iOS

Author
heyarviind2
Description
A mobile version of the popular paper golf game.
Popularity
Points 2
Comments 0
What is this product?
It's an iOS game based on the paper golf concept.
How to use it?
Play the game on your iOS device.
Product Core Function
· Play golf on your iPhone or iPad
· Simple and intuitive gameplay
· Track scores and progress
Product Usage Case
· Playing a quick round during a break
· Challenging friends to a game
· Enjoying a casual gaming experience
36
Tablepilot

Author
Yiling-J
Description
An open-source CLI tool that uses AI to generate tables based on a predefined JSON schema.
Popularity
Points 2
Comments 0
What is this product?
Tablepilot is a command-line interface (CLI) tool that leverages AI to generate data for tables. Users define the table structure with a JSON schema, specifying columns, data types, and other parameters. The tool then uses AI to populate the table rows based on the schema and user-defined context.
How to use it?
To use Tablepilot, users first define a JSON schema that describes the table structure, including column names, descriptions, and data types. They then use the CLI to specify the schema, configure the AI generation parameters (e.g., context, LLM provider), and execute the generation process. The generated table data can then be exported or used as needed.
Product Core Function
· AI-generated columns: automatically generate missing columns based on the schema.
· Fine-grained context control: configure the context length for each column to control the information used by the AI.
· Flexible column data generation strategies: supports AI generation, random selection, and data retrieval from other tables.
· Cross-table context: allows using data from one table as context for generating data in another table.
· Schema storage in database: supports local SQLite and remote databases for schema storage.
· Easily switch between different LLMs and models: supports various LLM providers and models.
Product Usage Case
· Generating a recipe table with AI-generated names, ingredients, and cooking instructions.
· Creating a customer table and a gift table where AI generates personalized gifts and greetings based on customer data.
· Generating a product catalog with AI-generated product descriptions and specifications.
· Populating a database with sample data for testing or development purposes.
37
Crashless

Author
juanisaza22
Description
An instant bug fixer for FastAPI applications.
Popularity
Points 2
Comments 0
What is this product?
Crashless automatically identifies and suggests fixes for bugs in FastAPI applications by analyzing the Abstract Syntax Tree (AST).
How to use it?
When a bug occurs, Crashless triggers a search on the AST for each stack owned by the user, collects relevant methods and definitions, takes local variables, and finally suggests a fix. The user can then apply or reject the changes.
Product Core Function
· Instant bug detection
· AST-based analysis
· Automated fix suggestions
· User-controlled application of fixes
· Integration with FastAPI
Product Usage Case
· Debugging FastAPI applications
· Improving developer productivity
· Reducing application downtime due to bugs
38
Emergency Landing Challenge

Author
firepegasus11
Description
An interactive story-based learning platform where students solve math problems to complete a mission-critical emergency aircraft landing.
Popularity
Points 2
Comments 0
What is this product?
It is an interactive learning platform that uses a story-driven approach to teach core math concepts through engaging students in a simulated emergency aircraft landing scenario.
How to use it?
Students act as pilots facing engine failure and must solve real-world math problems to make decisions that affect the plane's outcome. AI provides feedback and explanations.
Product Core Function
· Interactive scenario with animated outcomes.
· Real-world math problem-solving (weight calculations, glide ratios).
· AI-driven feedback and explanations.
· Customizable question difficulty and topic selection.
Product Usage Case
· Teaching core math concepts for grades 4-8.
· Engaging students through high-stakes storytelling.
· Providing a platform for weekly mission updates.
39
Microvoxel FPS

Author
dtabar
Description
An in-browser, persistent, and collaborative first-person shooter game built with microvoxels, allowing players to shoot, build, and interact with a shared environment.
Popularity
Points 2
Comments 0
What is this product?
It's an in-browser FPS game where everything is made of 1.5cm voxels. Players can shoot, dig, and build in a shared, persistent world.
How to use it?
Simply click to enter the game in your browser. Use your mouse and keyboard to move, shoot, and interact with the environment. You can dig up items, and generate 3D objects from images.
Product Core Function
· Voxel-based environment and characters
· In-browser gameplay (no signup)
· Destructible and buildable environment
· Persistent world with shared user interactions
· Ability to import 3D objects from images
Product Usage Case
· Players shooting at each other in a voxel-based environment.
· Users digging and finding hidden items.
· Players collaborating to build structures.
· Importing images to create custom 3D objects within the game.
40
AI Interview Copilot

Author
Vraj911
Description
An AI-powered open source tool designed to help candidates prepare for job interviews.
Popularity
Points 1
Comments 1
What is this product?
AI Interview Copilot is a tool that assists job seekers in structuring answers, building confidence, and refining responses for interviews, acting as a personal coach.
How to use it?
Users likely input interview questions or scenarios, and the AI provides suggestions, helps formulate responses, and offers feedback to improve their performance.
Product Core Function
· Answer structuring
· Confidence building
· Response refinement
· Personalized coaching
Product Usage Case
· Preparing for common interview questions
· Practicing behavioral interview scenarios
· Improving communication skills
41
Story Jam
Author
naltroc
Description
A music composition tool designed for storytellers, offering a new way to create and edit chord progressions powered by music theory.
Popularity
Points 2
Comments 0
What is this product?
Story Jam is a music composition tool that helps users create and edit chord progressions, designed for those who want musical control but struggle with traditional composition methods.
How to use it?
The tool is designed to be accessible to anyone, with or without musical training. Users can create chord progressions and edit them using the application's interface. A free demo is available on the homepage.
Product Core Function
· Chord progression creation
· Chord progression editing
· Music theory-driven suggestions
Product Usage Case
· Film directors creating soundtracks
· Slam poets composing musical accompaniment for their work
· Self-taught musicians experimenting with chord progressions
42
GermanEase AI

Author
muba1
Description
An AI-powered tool designed to simplify and accelerate the process of learning German.
Popularity
Points 1
Comments 1
What is this product?
It is an AI-powered platform for learning German, offering interactive lessons and personalized learning paths.
How to use it?
Users can access the platform through a web interface, and interact with the AI to learn vocabulary, grammar, and improve conversational skills.
Product Core Function
· Personalized learning paths
· AI-driven lesson generation
· Interactive exercises and quizzes
· Real-time feedback and corrections
· Vocabulary building and grammar practice
Product Usage Case
· Students looking to prepare for German language exams.
· Individuals wanting to learn German for travel or personal enrichment.
· Professionals needing German language skills for their careers.
43
Clau-Perator

Author
seanobannon
Description
A demo application showcasing how Anthropic's Claude 3.7 model can be used for browser-based tasks like data entry and web research.
Popularity
Points 2
Comments 0
What is this product?
Clau-Perator is a demonstration tool that uses the Claude 3.7 model to automate browser-based tasks. It allows users to interact with websites, enter data, and perform other workflows that typically require manual effort.
How to use it?
You can use Clau-Perator by interacting with the application to guide the Claude 3.7 model in performing actions within a web browser. It supports cookie persistence for logins, allowing interaction with tools like HubSpot and Google Sheets. Be cautious with entering real credentials and monitor the tool to prevent prompt injection.
Product Core Function
· Browser-based task automation
· Data entry
· Web research
· Cookie persistence for logins
· Real-time messaging via WebSockets
Product Usage Case
· Automating data entry into web forms
· Performing web research and extracting information
· Interacting with business tools like HubSpot and Google Sheets (with caution)
· Automating workflows that involve multiple website interactions
44
ChessVision Pro

Author
cdev
Description
An application designed to enhance chess vision and tactical understanding.
Popularity
Points 1
Comments 1
What is this product?
ChessVision Pro is a tool that helps chess players improve their ability to visualize the board and identify tactical opportunities.
How to use it?
Use ChessVision Pro by inputting chess positions or playing through games. The app provides tools to analyze and practice pattern recognition.
Product Core Function
· Visual Board Analysis
· Tactical Pattern Training
· Game Review and Analysis
· Custom Position Input
· Progress Tracking
Product Usage Case
· Improve visualization skills for endgames.
· Quickly identify tactical threats in blitz games.
· Analyze games after a tournament to identify weaknesses.
· Practice specific tactical puzzles to strengthen pattern recognition.
· Learn from grandmaster games by analyzing specific positions.
45
SingingBand

Author
imbusy111
Description
An application that automatically generates piano accompaniment for singers, adapting the music to their song.
Popularity
Points 2
Comments 0
What is this product?
It's a tool that provides instant musical backing for singers, even those without musical training.
How to use it?
Users press record and sing, the application intelligently generates a piano accompaniment that matches their song's rhythm and melody.
Product Core Function
· Automatic piano accompaniment generation
· Real-time music adaptation to the singer's performance
· Simple recording and playback functionality
Product Usage Case
· Beginners wanting to sing with backing music.
· Anyone wanting to quickly create a musical accompaniment to their singing.
46
Recursive DNS Resolver

Author
melson
Description
A recursive DNS resolver that helps users to browse the internet with privacy and security.
Popularity
Points 2
Comments 0
What is this product?
It's a system that translates human-readable domain names (like google.com) into IP addresses so that your device can find the server it needs to connect to.
How to use it?
Users typically don't interact with it directly. It runs in the background, often configured within your network settings or by your internet service provider.
Product Core Function
· Resolving domain names to IP addresses
· Caching DNS records for faster lookups
· Enforcing DNSSEC validation for security
· Protecting user privacy through query minimization and encryption
Product Usage Case
· Enhancing internet browsing speed by caching DNS records.
· Improving security against DNS spoofing and poisoning attacks.
· Providing a more private browsing experience by preventing DNS tracking.
47
AvoSmash

Author
zhuofengli
Description
AI agents that generate daily newsletters on any topic by aggregating information from various online sources.
Popularity
Points 2
Comments 0
What is this product?
AvoSmash is a service that uses AI agents to curate and deliver daily newsletters summarizing the most important information on a chosen topic.
How to use it?
Subscribe to a topic and receive a daily newsletter summarizing the relevant news, social media updates, and YouTube content, compiled by AI.
Product Core Function
· AI-powered content aggregation
· Daily newsletter delivery
· Multi-source information gathering (news, social media, YouTube)
· Topic-based content summarization
Product Usage Case
· Staying updated on specific industries or interests (e.g., technology, finance)
· Quickly understanding trending topics
· Comparing AI-generated summaries with human analysis
48
CommitHumor

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Author
wizardlamen
Description
An AI-driven platform for ranking and sharing hilarious Git commit messages.
Popularity
Points 2
Comments 0
What is this product?
CommitHumor is a website that uses AI to generate a list of funny Git commit messages, ranked by user votes.
How to use it?
Users can submit their own funny commit messages, upvote existing ones, and browse the top-ranked submissions. AI may be used to analyze and categorize commit messages.
Product Core Function
· Submit funny commit messages
· Vote on existing commit messages
· Browse ranked list of humorous commits
· AI-powered suggestion of amusing commits (potential future feature)
Product Usage Case
· Teams looking to improve morale and team communication by sharing funny commits
· Developers wanting a lighthearted way to learn about Git commit best practices
· Individuals seeking inspiration for creative commit messages
· A fun resource for generating humorous commit messages for documentation, tutorials, or personal projects
49
StoryCraft AI

Author
chbkall
Description
An AI-powered platform that generates children's books.
Popularity
Points 2
Comments 0
What is this product?
StoryCraft AI is a tool that leverages artificial intelligence to create personalized children's books.
How to use it?
Users input story ideas, character preferences, and target audience. The AI then generates the text and suggestions for illustrations. Users can then customize the story and download or share the final product.
Product Core Function
· AI-driven story generation
· Character customization
· Illustration suggestions
· User-friendly interface
· Multiple output formats
Product Usage Case
· Creating personalized bedtime stories for children
· Generating educational books for specific learning objectives
· Developing unique stories for various age groups
· Assisting aspiring authors in story development
50
Sales Combat

Author
Ranjith_Shadow
Description
A gamified sales training platform inspired by Street Fighter 2.
Popularity
Points 1
Comments 0
What is this product?
It's a sales training program that uses a video game format to teach and reinforce sales techniques.
How to use it?
Users play a game where they apply sales strategies and tactics. Success in the game reflects their understanding and application of sales skills.
Product Core Function
· Interactive sales scenarios
· Character-based learning
· Real-time feedback and scoring
· Progress tracking and performance analysis
· Gamified challenges and rewards
Product Usage Case
· Training new sales representatives
· Reinforcing existing sales skills
· Improving sales team performance
· Making sales training more engaging
51
Cleanest AI

Author
ChrisGrigg
Description
A Chrome extension to organize and search your ChatGPT and LinkedIn chats and posts.
Popularity
Points 1
Comments 0
What is this product?
It's a Chrome extension that helps you organize and search your conversations and posts within ChatGPT and, soon, LinkedIn.
How to use it?
Install the Chrome extension. Once installed, it allows you to create folders to organize your chats and posts within ChatGPT and LinkedIn.
Product Core Function
· Organize chats and posts into folders
· Search functionality within your organized content
Product Usage Case
· Organizing various ChatGPT conversations by topic or project.
· Categorizing and searching LinkedIn posts for easy reference.
52
Operational

Author
shash7
Description
Operational is a tool designed to receive and manage event notifications from SaaS backends, focusing on accessibility and user-friendly UI.
Popularity
Points 1
Comments 0
What is this product?
Operational is a platform for receiving event notifications from your product, providing features like mobile accessibility, action buttons, structured events, and contextual event viewing.
How to use it?
Users can integrate Operational with their SaaS backend to receive real-time notifications for events like user signups, cron job executions, and webhook triggers. The platform allows users to view events, trigger actions based on these events, and analyze complex workflows through contextual event viewing.
Product Core Function
· Mobile-friendly UI for event viewing.
· Action buttons to trigger webhooks.
· Structured events with support for JSON and image URLs.
· Contextual event viewing for understanding complex workflows.
Product Usage Case
· Monitoring user signups.
· Tracking the execution of cronjobs.
· Processing Stripe webhooks.
· Analyzing billing workflows with connected events (webhook received -> billing processed -> email sent -> db updated).
53
SheetFood

Author
donjosemathew
Description
SheetFood allows small restaurants to build an online presence and take orders using only Google Sheets.
Popularity
Points 1
Comments 0
What is this product?
SheetFood is a platform that transforms Google Sheets into an online ordering system for restaurants.
How to use it?
Restaurants use Google Sheets to manage their menus, availability, and order details. SheetFood then creates a simple website for customers to place orders.
Product Core Function
· Menu Management via Google Sheets
· Online Ordering System
· Order Tracking and Notifications
· Simple Website Generation
Product Usage Case
· A small cafe uses SheetFood to offer online takeout orders.
· A food truck leverages SheetFood to manage orders at different locations.
· A pop-up restaurant utilizes SheetFood for a temporary online ordering solution.
54
Quickflip

Author
_usefulcat
Description
A fast-paced word puzzle game.
Popularity
Points 1
Comments 0
What is this product?
Quickflip is a word puzzle where players flip tiles to form a word within seconds.
How to use it?
Flip the 8 letter tiles to create a word. The puzzle gives a clue to guide you towards the correct word.
Product Core Function
· Word Puzzle
· Quick Play
· Clue System
Product Usage Case
· Word puzzle enthusiasts looking for a quick challenge
· Users who enjoy fast-paced word games
55
The Shortlist

Author
meowiecfe
Description
A platform that curates tech talent profiles for outbound recruiting, helping startups find suitable candidates efficiently.
Popularity
Points 1
Comments 0
What is this product?
The Shortlist is a data-driven talent curation service designed to streamline outbound recruiting for tech companies.
How to use it?
Users can browse curated profiles of marketing and technical talent to identify potential candidates for their hiring needs. The platform allows users to quickly access and review profiles, saving time spent on traditional recruiting platforms.
Product Core Function
· Data-driven talent curation
· Outbound recruiting optimization
· Profile browsing and filtering
· Focus on marketing and technical talent
Product Usage Case
· Early-stage startups seeking to fill key technical roles
· Companies looking for specialized marketing professionals
· Teams aiming to reduce time spent on sourcing candidates
56
JSONForms Form Builder

Author
primalscreamer
Description
A web application that simplifies form creation using JSON schemas, offering embedding via web components or sharing through links.
Popularity
Points 1
Comments 0
What is this product?
A web-based form builder that allows users to create forms using JSON schemas, eliminating the need for manual form creation.
How to use it?
Users define form schemas in JSON, then embed the forms into their websites using a web component or share them via a link. The application handles form validation and can send submissions via email or a server POST request.
Product Core Function
· JSON schema-based form creation
· Web component embedding
· Shareable form links
· Form validation
· Submission handling via email or server POST
Product Usage Case
· Quickly create and deploy forms for various projects.
· Share forms with others for data collection.
· Integrate forms seamlessly into existing websites.
57
MCP-Like Server
Author
freakynit
Description
A minimal, educational implementation of a custom MCP-like server with a chat interface, supporting web searches, CPU counts, and page scraping.
Popularity
Points 1
Comments 0
What is this product?
It's a server built to explore model context protocols and tool invocation, featuring a chat interface and functionalities like web searches and data scraping.
How to use it?
The product can be used via its chat interface. Check the README for sample runs and setup instructions.
Product Core Function
· Chat Interface
· Web Searches
· CPU Count Display
· Page Scraping via FireCrawl
Product Usage Case
· Exploring model context protocols
· Learning about tool invocation
58
ConnectAI

Author
mariyan250
Description
An AI-powered browser extension designed to help users initiate meaningful conversations on LinkedIn.
Popularity
Points 1
Comments 0
What is this product?
ConnectAI is a browser extension that uses artificial intelligence to generate personalized opening lines for LinkedIn messages.
How to use it?
Install the extension in your browser, navigate to a LinkedIn profile, and click the extension icon. ConnectAI will then suggest tailored icebreakers to start a conversation.
Product Core Function
· AI-powered message generation
· Personalized icebreaker suggestions
· Integration with LinkedIn
· Ease of use
Product Usage Case
· Connecting with potential clients or customers
· Networking with industry professionals
· Reaching out to recruiters for job opportunities
· Building relationships with new contacts
59
Pikku

Author
yasserf
Description
A lightweight and feature-rich framework, going beyond HTTP.
Popularity
Points 1
Comments 0
What is this product?
Pikku is a framework designed to provide functionality beyond standard HTTP protocols.
How to use it?
Details on how to use Pikku are not available from the provided information.
Product Core Function
· Likely offers features for various network protocols
· May include advanced routing capabilities
· Potential for diverse application support
Product Usage Case
· Developing applications beyond traditional web servers
· Building systems requiring flexible network communication
· Creating solutions that go beyond HTTP limitations
60
Old English Text Generator

Author
jsamqiu
Description
A free tool that transforms text into elegant Old English fonts.
Popularity
Points 1
Comments 0
What is this product?
It's a web-based tool that converts regular text into various styles of Old English fonts, also known as blackletter fonts.
How to use it?
Simply input your text into the provided field, and the tool will automatically generate the text in an Old English font. You can then copy and paste the stylized text for your use.
Product Core Function
· Text to Old English font conversion
· Multiple Old English font style selection
· Free to use
· Simple and user-friendly interface
Product Usage Case
· Creating visually appealing titles and headings
· Designing unique logos and branding elements
· Generating text for historical or medieval-themed projects
· Adding a touch of classic elegance to creative content
61
PathLength Pro

Author
spacesh1psoda
Description
A tool for calculating the length of SVG paths.
Popularity
Points 1
Comments 0
What is this product?
PathLength Pro is a web-based calculator designed to determine the total length of any SVG path defined by its 'd' attribute.
How to use it?
Simply input the 'd' attribute string of your SVG path into the provided field, and the tool will instantly calculate and display the path length.
Product Core Function
· SVG Path Length Calculation
· Real-time Results
· Simple and intuitive interface
Product Usage Case
· Measuring the perimeter of complex vector graphics.
· Optimizing SVG file sizes by understanding path lengths.
· Verifying the accuracy of SVG path designs.
62
Promptay

Author
steinspass
Description
Promptay is a tool designed to automate the generation, refinement, and organization of AI prompts, allowing users to quickly create effective prompts for various AI models.
Popularity
Points 1
Comments 0
What is this product?
Promptay is a web-based tool that helps users generate, refine, and organize AI prompts efficiently.
How to use it?
Users can generate prompts automatically, refine them, save and organize their best prompts, and then copy and use them with any AI model with a single click. No signup is required to try the web version.
Product Core Function
· Automated AI prompt generation
· Prompt refinement and optimization
· Prompt organization and storage
· One-click prompt usage with various AI models
Product Usage Case
· Generating effective prompts for text-based AI
· Improving the quality of AI-generated content
· Streamlining AI prompt engineering workflow
· Organizing and reusing successful prompts
63
UseAt

Author
gj0
Description
A browser extension that allows users to quickly switch between different AI search and chatbot platforms like Perplexity, Google, Grok, and ChatGPT.
Popularity
Points 1
Comments 0
What is this product?
UseAt is a browser extension designed to streamline the process of using multiple AI tools by providing quick toggling between search engines and chatbots.
How to use it?
Install the extension in your browser (Chrome or Firefox). After installation, you can quickly switch between different AI platforms.
Product Core Function
· Quick toggling between AI platforms
· Seamless integration with popular search engines and chatbots
· Improved productivity for users who frequently utilize multiple AI tools
Product Usage Case
· Switching between Perplexity and Google to compare search results
· Quickly accessing ChatGPT for generating content while researching on Google
· Comparing answers from Grok and ChatGPT for complex questions.
64
Vgo-balancer
Author
rathod0045
Description
A Go-based load balancer designed to distribute network traffic across multiple servers, improving scalability, availability, and reliability.
Popularity
Points 1
Comments 0
What is this product?
Vgo-balancer is a load balancer written in Go.
How to use it?
Vgo-balancer efficiently directs incoming network traffic to available servers, ensuring even distribution of the workload.
Product Core Function
· Traffic distribution
· Scalability enhancement
· Availability improvement
· Reliability optimization
Product Usage Case
· Distributing traffic to multiple web servers.
· Improving the availability of an application by directing traffic away from failed servers.
· Scaling applications to handle increased traffic loads.
65
NerdyNotes

Author
musfk
Description
A Markdown-based note-taking app designed for professional developers.
Popularity
Points 1
Comments 0
What is this product?
NerdyNotes is a note-taking application specifically tailored for developers, utilizing Markdown for formatting.
How to use it?
Users write notes in Markdown format, allowing for easy formatting and organization. Notes can be saved, edited, and potentially organized through features within the app.
Product Core Function
· Markdown Editing
· Note Organization (assumed)
· Note Saving
· Possibly, code syntax highlighting
Product Usage Case
· Documenting code snippets and project architecture.
· Creating technical documentation.
· Taking notes during meetings about technical discussions.
66
InstaRizz

Author
tr0picana
Description
A web app that generates AI twins from your selfie.
Popularity
Points 1
Comments 0
What is this product?
InstaRizz is a web application that uses AI to create realistic images of you, based on a single uploaded selfie.
How to use it?
You upload a selfie, and the app generates over 100 AI-created images of you. You can then choose the images you like.
Product Core Function
· Selfie upload
· AI-powered image generation
· Generation of over 100 images
· Customization options (implied by "dress yourself up in pretty much any way!")
Product Usage Case
· Creating fun and unique profile pictures
· Exploring different looks and styles
· Generating creative content and images for social media
67
LLMShark

Author
kakstra
Description
LLMShark allows you to view your Postgres database in a tree-like structure and copy database schema, table, column information as Markdown for use with LLMs, and also lets you add comments.
Popularity
Points 1
Comments 0
What is this product?
LLMShark is a tool that helps you extract database schema information from your Postgres database and format it as Markdown for use with Large Language Models.
How to use it?
You can connect LLMShark to your Postgres database, browse the schema in a tree-like view, select the schemas, tables, and columns you want, and then copy their names, descriptions, constraints, and comments as Markdown. You can also use LLMShark to write comments to use as table and column descriptions.
Product Core Function
· Tree-like view of Postgres database schema
· Markdown formatting of schema information
· Copy table and column names, descriptions, constraints, and comments
· Comment writing for tables and columns
Product Usage Case
· Feeding database schema information to LLMs for generating SQL queries.
· Documenting database schema with LLMs
· Creating database documentation as Markdown files.
68
Slack Privacy Shield

Author
ja3y3
Description
A browser extension that blurs Slack conversations, protecting your privacy with customizable keyboard shortcuts and blur effects.
Popularity
Points 1
Comments 0
What is this product?
It's a browser extension for Chrome and Firefox that obscures Slack conversations, media, and reactions with a blur effect.
How to use it?
Install the extension, configure a global keyboard shortcut, and use the shortcut to toggle the blur on and off. Hovering over blurred content also reveals it.
Product Core Function
· Configurable global keyboard shortcut
· Blur messages, media, and reactions
· Works in both Chrome and Firefox
Product Usage Case
· Presenting in a meeting and sharing from a specific chat without revealing others.
· Preventing coworkers or onlookers from reading your private conversations.
69
Structx

Author
blacksuan19
Description
Structx is a library that extracts structured, type-safe data from unstructured text using LLMs, dynamically generating Pydantic models from natural language queries.
Popularity
Points 1
Comments 0
What is this product?
Structx is a Python library that simplifies extracting structured data from text using Large Language Models (LLMs). It dynamically creates data models, handles LLM interactions, ensures type safety, and supports various LLM providers.
How to use it?
You install Structx, initialize an Extractor object with your chosen LLM provider and API key, and then use the extractor's `extract` method, providing the text data and a natural language query to specify what data you want to extract.
Product Core Function
· Dynamic model generation from natural language queries
· Type safety with Pydantic
· Support for various LLM providers via litellm
· Document processing (PDF, DOCX, etc.)
· Asynchronous support and automatic retries
Product Usage Case
· Extracting incident date and system metrics from system logs.
· Processing data from documents (PDF, DOCX).
· Automatically generating data models based on natural language requests.
70
Ship Tracker

Author
alexakayman
Description
A tool that tracks software development activity on GitHub, allowing users to identify active developers and analyze development trends.
Popularity
Points 1
Comments 0
What is this product?
Ship Tracker is a platform that analyzes GitHub activity to provide insights into developer productivity and project progress.
How to use it?
Users can upload a CSV file or input individual GitHub profiles to track developer activity, calculate averages, and monitor the performance of developers within a specific cohort or portfolio. It crawls GitHub, calculates averages and tracks the best developers in your circle, cohort, and portfolios
Product Core Function
· GitHub activity crawling and data aggregation
· Developer performance tracking and ranking
· Cohort and portfolio analysis
· Average calculation for various metrics
· CSV upload for bulk data entry
Product Usage Case
· Tracking the activity of developers within a specific company or team.
· Identifying the most active contributors to a particular open-source project.
· Comparing the development velocity of different cohorts of developers (e.g., from a startup accelerator).
· Analyzing the development progress of a portfolio of projects.
71
GradeFast

Author
liquid99
Description
A clean and fast final grade calculator.
Popularity
Points 1
Comments 0
What is this product?
GradeFast is a tool designed to quickly and easily calculate final grades based on various grading schemes.
How to use it?
Simply input your current grade, the weight of the final exam, and the desired final grade. GradeFast will calculate the minimum score needed on the final exam.
Product Core Function
· Final Grade Calculation
· Supports Various Grading Schemes
· Clean and Fast Interface
Product Usage Case
· Students calculating the score needed on a final exam to achieve their desired grade.
· Teachers using it to quickly determine grade distributions.
72
AI WebScraper
Author
apichar
Description
An AI-powered web scraper that simplifies data extraction from websites using natural language descriptions instead of CSS selectors.
Popularity
Points 1
Comments 0
What is this product?
It is an AI-driven tool that extracts data from websites by understanding natural language instructions, eliminating the need for manual HTML inspection or dealing with bot blockers.
How to use it?
Users describe the desired data in natural language, and the AI automatically handles data extraction, including infinite scrolling and dynamic content.
Product Core Function
· Natural language data extraction.
· Handles infinite scrolling.
· Manages dynamic content.
· Eliminates the need for CSS selectors.
· Bypasses bot blockers.
Product Usage Case
· Web crawlers.
· Price tracking.
· Research.
73
Orin: AI-Powered SAT Tutor

Author
BryanHoulton
Description
An adaptive AI SAT tutor that personalizes learning plans, provides practice tests, and offers 1:1 lesson sessions to help students achieve their target scores.
Popularity
Points 1
Comments 0
What is this product?
Orin is an AI-powered SAT tutor designed to help students prepare for the SAT by adapting to their individual learning needs and providing personalized instruction and practice.
How to use it?
Students can use Orin by taking practice tests, receiving personalized learning plans based on their performance, and engaging in 1:1 lesson sessions to reinforce their understanding. Parents can also stay involved through progress updates and direct communication with Orin.
Product Core Function
· Adaptive learning plan tailored to individual student needs
· Personalized practice tests
· 1:1 lesson sessions
· Progress tracking and reporting
· Parental involvement options (communication and updates)
Product Usage Case
· Students who need to improve specific areas of the SAT
· Students who want to take unlimited practice tests
· Students seeking personalized instruction and accountability in SAT preparation
· Parents looking for a cost-effective and convenient alternative to traditional tutoring or group classes
74
Tsfix

Author
hakkotsu
Description
A post-build tool that transforms TypeScript's compiler output into valid ESM, ensuring type definitions match the actual code structure.
Popularity
Points 1
Comments 0
What is this product?
Tsfix is a tool designed to address the ESM (ECMAScript Modules) compatibility issues that exist in TypeScript, allowing developers to generate valid ESM output and maintain alignment between code and type definitions.
How to use it?
Tsfix is used as a post-build tool. After compiling your TypeScript code using `tsc`, Tsfix is run to transform the output to ensure correct ESM module syntax, including adding proper file extensions. Refer to the project's GitHub repository for detailed usage instructions.
Product Core Function
· Transforms `tsc` output into valid ESM by adding proper extensions.
· Ensures type definitions match code structure.
Product Usage Case
· Fixing ESM compatibility issues when building TypeScript projects.
· Ensuring consistency between compiled code and type definitions.
· Allowing the use of `.ts` extensions in source files.