
Show HN Today: Top Developer Projects Showcase for 2025-03-23
SagaSu777 2025-03-24
Explore the hottest developer projects on Show HN for 2025-03-23. Dive into innovative tech, AI applications, and exciting new inventions!
Summary of Today’s Content
Trend Insights
There's a strong interest in AI-powered tools across various domains, including productivity, development, and content creation. The use of open-source technologies and serverless architectures continues to be prevalent. Tools that address specific user frustrations or needs, like those in productivity and professional networking, are well-received. The focus on user experience and simplicity is evident.
Today's Hottest Product
Name
OpenSpot: A Standout Platform for Professionals
Highlight
A platform designed to help professionals showcase their work and connect with opportunities, addressing the limitations of noisy social media feeds.
Popular Category
Productivity Tools
AI-powered Tools
Developer Tools
Game and Entertainment
Popular Keyword
AI
Tool
Game
Open Source
Technology Trends
AI Integration
WebAssembly
Serverless Architecture
Automation
Data Analysis and Dashboards
Project Category Distribution
AI & Automation (25%)
Productivity & Utilities (30%)
Games & Entertainment (15%)
Developer Tools & Frameworks (20%)
Other (e.g., Finance, Education) (10%)
Today's Hot Product List
Ranking | Product Name | Likes | Comments |
---|---|---|---|
1 | Drum Pattern Hub | 316 | 110 |
2 | OpenSpot | 159 | 148 |
3 | SightRead Pro | 204 | 84 |
4 | LeanVerify | 17 | 1 |
5 | SlideHero | 4 | 8 |
6 | DevBioLink | 4 | 7 |
7 | ScottFish | 7 | 3 |
8 | NPM Audit Reporter | 5 | 4 |
9 | VibeCode Savior | 4 | 5 |
10 | Vanilla Cookbook | 4 | 4 |
1
Drum Pattern Hub

Author
wesz
Description
A website for sharing and discovering drum patterns, currently focused on Roland TR-808.
Popularity
Points 316
Comments 110
What is this product?
A platform for users to share, browse, and potentially download drum patterns for electronic music production.
How to use it?
Users can explore patterns, potentially listen to demos, and learn about creating drum patterns inspired by Roland TR-808 or other drum machines. They can also share their own patterns.
Product Core Function
· Pattern browsing and searching
· User pattern submission and sharing
· Pattern previews (audio demos)
· Community interaction (likes, comments)
Product Usage Case
· Musicians seeking inspiration for new tracks.
· Electronic music producers looking to learn and dissect existing patterns.
· Users interested in the specific sound of Roland TR-808.
2
OpenSpot

Author
fliellerjulian
Description
A curated platform to showcase your professional identity with video, audio, and work samples, designed to help you stand out and connect with opportunities.
Popularity
Points 159
Comments 148
What is this product?
OpenSpot is a platform designed to help professionals create a compelling online presence to showcase their skills and experience, offering an alternative to the typical social media feed.
How to use it?
Users upload their resumes, and OpenSpot automatically generates a profile. They can then add video, audio, and examples of their work to enhance their presentation and connect with recruiters and other professionals.
Product Core Function
· Automated profile generation from resume upload
· Support for video and audio content
· Portfolio showcasing work samples
· Direct recruiter outreach
· Networking with other standout professionals
Product Usage Case
· Job seekers creating a compelling visual resume to attract recruiters.
· Professionals sharing their work and expertise to network with peers.
· Individuals seeking to differentiate themselves in a competitive job market.
· Recruiters finding and connecting with top talent.
3
SightRead Pro

Author
rooster117
Description
An iOS app designed to help users practice and improve their sight-reading skills for music notes.
Popularity
Points 204
Comments 84
What is this product?
SightRead Pro is an iOS application that provides progressively more challenging music note reading lessons.
How to use it?
Users can open the app and start from the initial lessons. The app gradually increases the difficulty of the notes presented. Users can practice at their own pace.
Product Core Function
· Progressive lesson difficulty
· Focus on sight-reading music notes
· Free to use with optional in-app purchase
Product Usage Case
· Musicians looking to improve their sight-reading skills.
· Students learning to read music.
· Anyone wanting to practice music notes.
4
LeanVerify

Author
MADEinPARIS
Description
Formal verification tool for Machine Learning models using Lean 4.
Popularity
Points 17
Comments 1
What is this product?
LeanVerify is a tool that uses the Lean 4 theorem prover to formally verify the properties of Machine Learning models.
How to use it?
Users can define properties of their ML models and then use LeanVerify to automatically check if the models satisfy those properties. Details would involve writing specifications in Lean 4 and using the tool's verification process.
Product Core Function
· Formal property specification using Lean 4.
· Automated verification of ML models against specifications.
· Integration with existing ML frameworks (hypothetical).
· Counterexample generation for failed verification attempts (hypothetical).
Product Usage Case
· Verifying robustness of image classification models.
· Ensuring safety properties of reinforcement learning agents.
· Checking fairness of models used in decision making.
· Validating the stability of neural networks.
5
SlideHero
Author
slidehero
Description
An AI-powered presentation tool designed for teachers.
Popularity
Points 4
Comments 8
What is this product?
SlideHero is a presentation tool that leverages AI to assist teachers in creating presentations.
How to use it?
Users can visit the website and use the tool to generate presentations.
Product Core Function
· AI-powered presentation generation
Product Usage Case
· Creating presentations for educational purposes
6
DevBioLink

url
Author
oan
Description
A link-in-bio tool specifically designed for developers.
Popularity
Points 4
Comments 7
What is this product?
DevBioLink is a platform that allows developers to create a customized landing page with links to their projects, profiles, and other relevant resources.
How to use it?
Sign up for an account, customize your profile with your links and information, and share your unique DevBioLink URL.
Product Core Function
· Customizable profile page
· Link aggregation
· Developer-focused features
· Analytics
· Easy sharing
Product Usage Case
· Showcasing personal projects on social media
· Providing a central hub for all developer resources
· Sharing contact information and links to professional profiles
· Driving traffic to personal websites and blogs
7
ScottFish

Author
ponderingfish
Description
A simple and intuitive GA4 analytics dashboard designed to provide key website performance metrics.
Popularity
Points 7
Comments 3
What is this product?
ScottFish is a web-based dashboard that visualizes Google Analytics 4 (GA4) data in a clean and user-friendly interface, focusing on the most important metrics for website performance.
How to use it?
Users can connect their GA4 account to the dashboard to view key metrics, generate reports, and track website usage. The interface is designed for ease of use, allowing quick access to essential data.
Product Core Function
· Connects to GA4 data.
· Presents data in a clear, intuitive interface.
· Focuses on key website performance metrics.
· Provides an easy way to pull reports and usage stats.
· Offers authentication for secure access.
Product Usage Case
· Small business owners can monitor website traffic, user behavior, and key performance indicators (KPIs) to understand their online presence.
· Website editors and content creators can track content performance and make data-driven decisions to improve website engagement.
· Digital marketing professionals can use the dashboard to quickly analyze website data and generate reports for clients or internal stakeholders.
8
NPM Audit Reporter

Author
yehors
Description
A tool to convert npm audit results into a readable report.
Popularity
Points 5
Comments 4
What is this product?
It's a utility that takes the output from `npm audit` and transforms it into a more user-friendly and comprehensive report format.
How to use it?
You would typically run `npm audit` and pipe the output to this tool, which then generates the report.
Product Core Function
· Parses npm audit JSON output
· Formats vulnerabilities into a structured report
· Provides details about affected packages and versions
· Highlights severity levels of vulnerabilities
Product Usage Case
· Generating reports for internal security audits
· Integrating with CI/CD pipelines for vulnerability detection
· Creating summaries of project dependencies' security posture
9
VibeCode Savior

Author
elliotrpmorris
Description
A tool designed to streamline project management and enhance coding efficiency.
Popularity
Points 4
Comments 5
What is this product?
VibeCode Savior is a project management tool that helps coders save time and effort.
How to use it?
You can use it by integrating it with your current workflow. It can help with managing your project and your coding time.
Product Core Function
· Project Management
· Coding Time Tracking
· Workflow Integration
Product Usage Case
· Saving time on a coding project.
· Streamlining project workflow.
10
Vanilla Cookbook

Author
jt196
Description
A self-hosted recipe manager built with Svelte(kit), designed for a simple user experience with powerful features under the hood.
Popularity
Points 4
Comments 4
What is this product?
It's a self-hosted application to manage and organize your recipes.
How to use it?
You can access it through your web browser. It allows you to add recipes manually, import them from other formats, scrape recipes from the web, and use features like unit conversion and shopping list creation.
Product Core Function
· Recipe Scraping
· Smart unit conversion
· Complex ingredient parsing
· Multiple language support
· User management
· Data control (Paprika import/export)
· Shopping list
· Cooking logs
· Docker deployment
· PWA (Progressive Web App)
· Local storage (images + SQLite)
Product Usage Case
· Organizing your personal recipe collection
· Creating and managing shopping lists based on your recipes
· Converting recipe units and handling complex ingredient descriptions.
· Importing recipes from other platforms.
11
CaseChat AI

Author
ashr_
Description
An AI-powered search and chat tool for accessing and understanding millions of court cases.
Popularity
Points 8
Comments 0
What is this product?
CaseChat AI is a platform that allows users to search, summarize, and interact with a vast database of court cases using artificial intelligence.
How to use it?
Users can input search queries or ask specific questions about legal cases. The AI processes the query, retrieves relevant information, and provides summaries or conversational responses.
Product Core Function
· AI-powered search across millions of court cases
· Natural language processing for understanding user queries
· Summarization of legal documents
· Conversational interface for exploring case details
· Efficient information retrieval
Product Usage Case
· Legal professionals researching precedents
· Students studying case law
· Journalists investigating legal matters
· Researchers analyzing legal trends
12
ScrabbleGPT Challenger

Author
pompomsheep
Description
An AI tool designed to challenge ChatGPT in Scrabble.
Popularity
Points 6
Comments 1
What is this product?
A platform that allows users to play Scrabble against ChatGPT.
How to use it?
Users can input their letters and the game will determine the best move for both the user and ChatGPT. The game tracks scores and displays the board.
Product Core Function
· Scrabble game logic
· ChatGPT integration for AI opponent
· Real-time score tracking
· User-friendly interface for board display and move input
Product Usage Case
· Competitive Scrabble play with a sophisticated AI opponent
· Educational tool for learning Scrabble strategy
· Fun and engaging entertainment platform
13
PageSum
Author
shafkathullah
Description
A bookmarklet that quickly summarizes any webpage using ChatGPT.
Popularity
Points 6
Comments 0
What is this product?
PageSum is a bookmarklet. Clicking it while browsing any webpage opens a new tab with ChatGPT and automatically provides a summary of the current page.
How to use it?
Drag the provided JavaScript code to your browser's bookmarks bar. While on any webpage, click the bookmarklet to trigger the summarization process in a new ChatGPT tab.
Product Core Function
· One-click webpage summarization
· Uses ChatGPT for generating summaries
· Opens summaries in a new tab
· Easy to install and use via bookmarklet
Product Usage Case
· Quickly understand long articles
· Summarize research papers or documentation
· Efficiently review news articles
· Speed up content consumption while browsing the web
14
Flappy Gopher Online

Author
ponyo877
Description
A Flappy Bird style game implemented in Go and compiled to WebAssembly, featuring online leaderboards and a serverless architecture.
Popularity
Points 3
Comments 2
What is this product?
It is a web-based game similar to Flappy Bird, built using Go and Ebitengine, running in the browser via WebAssembly.
How to use it?
You can play the game directly in your web browser. The game features online leaderboards, so you can compete with other players.
Product Core Function
· Flappy Bird style gameplay
· Online leaderboards (daily/weekly/monthly)
· Jump history recording and verification to prevent cheating
· Serverless architecture
Product Usage Case
· Playing the game in a web browser
· Competing on the online leaderboards
· Observing low latency due to Cloudflare's edge computing deployment
15
GoRead

Author
Ray-D-Song
Description
A terminal-based epub reader.
Popularity
Points 5
Comments 0
What is this product?
GoRead is a command-line tool that allows users to read epub files directly in their terminal.
How to use it?
Users can install GoRead and then specify the path to an epub file to begin reading. Navigation is typically done using keyboard commands.
Product Core Function
· Reading epub files
· Terminal-based interface
· Keyboard navigation
Product Usage Case
· Reading ebooks on a server via SSH
· Quickly browsing through book content without a GUI
· A lightweight reading experience for users who prefer the terminal
16
Prompt-to-Music Generator

Author
vortex_ape
Description
A tool that leverages Sonic Pi and Claude AI to generate music based on text prompts.
Popularity
Points 4
Comments 1
What is this product?
It's a music creation tool that uses natural language processing to interpret prompts and generate music using Sonic Pi, an open-source live coding environment, and Claude AI.
How to use it?
You provide text prompts describing the desired music style, tempo, or specific musical elements (e.g., 'rock beat', 'D minor chords'). The system then uses Claude AI to interpret the prompt and generate code for Sonic Pi to produce the music.
Product Core Function
· Text-to-music generation based on prompts
· Integration with Sonic Pi for music playback
· Utilization of Claude AI for prompt interpretation
· Support for various musical styles and elements
Product Usage Case
· Generating a rock beat based on a prompt.
· Creating chords that resemble a specific artist's style (e.g., Pink Floyd).
· Generating music based on descriptions of mood or atmosphere.
17
AI Legal Assistant

Author
cgilly2fast
Description
An AI-powered voice-controlled assistant designed specifically for lawyers.
Popularity
Points 4
Comments 1
What is this product?
An AI-driven tool that allows lawyers to manage tasks, conduct research, and access information using voice commands.
How to use it?
Lawyers interact with the AI through voice commands. They can dictate documents, search legal databases, schedule appointments, and more using natural language.
Product Core Function
· Voice-controlled document drafting and editing
· AI-powered legal research and analysis
· Automated task management and scheduling
· Secure data storage and retrieval
· Integration with existing legal software and databases
Product Usage Case
· A lawyer preparing a legal brief by dictating arguments and citations.
· A paralegal researching case law and precedents using voice search.
· A law firm managing client communication and scheduling through voice commands.
· A solo practitioner organizing their caseload and deadlines with AI assistance.
18
Vidtrimmer

Author
dshongphuc
Description
A tool for easy downloading and trimming of YouTube videos.
Popularity
Points 2
Comments 2
What is this product?
Vidtrimmer is a utility that allows users to download and edit YouTube videos directly.
How to use it?
Users can input the YouTube video URL, specify the desired start and end points for trimming, and then download the processed video.
Product Core Function
· YouTube video downloading
· Video trimming (start and end point selection)
· User-friendly interface
Product Usage Case
· Creating short clips from longer YouTube videos.
· Downloading specific segments of lectures or tutorials.
· Extracting segments for social media sharing.
19
Fingernotes

Author
sumolessons
Description
Fingernotes is a platform for creating and sharing handwritten notes that generate their own preview images, offering a personal and visually appealing way to communicate.
Popularity
Points 4
Comments 0
What is this product?
Fingernotes is a digital sticky note platform that allows users to create handwritten notes which are then rendered as SVG images and generate their own preview images when shared.
How to use it?
Users create notes by scribbling directly on the platform. The notes are saved and accessible via a public link. Users can share the links to their notes, and the recipient will see a preview image of the handwritten message without having to follow the link.
Product Core Function
· Handwritten note creation
· Generates its own preview image
· Easy to write and share
· Publicly accessible links for notes
· Cloudflare D1 database for persistence
· SVG rendering
Product Usage Case
· Sending personalized messages
· Sharing quick thoughts or reminders with friends
· Creating visually engaging notes for social media
· Collaborating on notes with multiple users (append-only)
· A unique alternative to traditional text-based notes
20
StreamFind

Author
juliebelz
Description
A tool for game developers to discover Twitch streamers.
Popularity
Points 4
Comments 0
What is this product?
StreamFind is a platform that helps game developers find Twitch streamers to promote their games.
How to use it?
Game developers can use StreamFind to search for streamers based on game, audience size, and other criteria. They can then contact the streamers to discuss potential collaborations.
Product Core Function
· Streamer search and filtering
· Streamer profile and analytics
· Contact information for streamers
Product Usage Case
· Game developers can find streamers to showcase their game.
· Marketing and promotion of indie games.
· Connecting game developers with relevant audiences on Twitch.
21
Cocommit

Author
AndrewRDev
Description
A lightweight copilot that integrates with Git commits, using LangChain to support multiple LLM providers.
Popularity
Points 3
Comments 1
What is this product?
Cocommit is a copilot designed to assist with writing Git commit messages.
How to use it?
Integrate Cocommit with your Git workflow. It leverages LangChain and LLMs like Claude 3.7 and GPT-4o to generate commit messages. Specific usage instructions depend on the integration method, but likely involves command-line tools and Git hooks.
Product Core Function
· Generates Git commit messages.
· Supports multiple LLM providers via LangChain.
· Integrates with Git commits.
· Uses LLMs like Claude 3.7 and GPT-4o.
Product Usage Case
· Assisting developers in writing clear and concise commit messages.
· Improving the consistency of commit messages across a project.
· Reducing the time spent writing commit messages.
22
CaptchaSolver Mobile

Author
lilerjee
Description
An Android application that solves CAPTCHAs.
Popularity
Points 3
Comments 0
What is this product?
CaptchaSolver Mobile is an Android application designed to automatically solve CAPTCHAs displayed in various web interfaces.
How to use it?
Install the app on your Android device. The app runs in the background and automatically detects and attempts to solve CAPTCHAs encountered while browsing or using other apps. No direct user interaction is typically needed after initial setup.
Product Core Function
· Automated CAPTCHA Solving
· Background Operation
· Android Device Integration
· API Integration (likely)
· User-Configurable settings (potentially)
Product Usage Case
· Bypassing CAPTCHAs on websites during data scraping or automation tasks.
· Simplifying the user experience when interacting with CAPTCHA-protected services.
· Assisting users with visual impairments (if integrated with accessibility features).
23
SnapShrink

Author
Snapshrink
Description
An online image compressor built with HTML, designed to reduce image file sizes.
Popularity
Points 2
Comments 1
What is this product?
SnapShrink is a web-based tool that compresses images to reduce their file size, optimizing them for faster loading and efficient storage.
How to use it?
Simply upload your image or paste the image URL, and SnapShrink will automatically compress it. You can then download the compressed image.
Product Core Function
· Image Compression
· HTML-based Implementation
· User-Friendly Interface
· Online Accessibility
Product Usage Case
· Compressing images for website optimization.
· Reducing image file sizes for email attachments.
· Shrinking image sizes for faster social media uploads.
24
Tiny SSE Server

Author
benwilber1
Description
A programmable server for Server-Sent Events (SSE) using Lua.
Popularity
Points 3
Comments 0
What is this product?
Tiny SSE is a lightweight server that allows you to stream data to clients using Server-Sent Events. It is programmed with Lua.
How to use it?
You can use the server to send real-time updates, notifications, or any data that needs to be pushed from the server to the client. You configure it using Lua scripts to define the data and events to be sent.
Product Core Function
· Server-Sent Events (SSE) support
· Lua scripting for programmability
· Real-time data streaming
· Lightweight and efficient
Product Usage Case
· Real-time dashboards
· Live activity feeds
· Push notifications
· Monitoring systems
25
Aihanced

Author
ecce_homo
Description
Automated document and spreadsheet editing with AI.
Popularity
Points 3
Comments 0
What is this product?
Aihanced is a tool that automates predefined actions on documents and spreadsheets using AI.
How to use it?
The specific usage details are not provided in the given information. More information would be needed to determine how to use the product.
Product Core Function
· Automated document editing
· Automated spreadsheet editing
· AI-powered actions
Product Usage Case
· No specific use cases are provided in the description, but examples could include automated formatting, data extraction, or content generation.
26
Companion Plants Guide

Author
gama843
Description
A guide providing information on companion plants.
Popularity
Points 3
Comments 0
What is this product?
A digital resource detailing companion planting strategies.
How to use it?
Users can search for plants and discover beneficial pairings.
Product Core Function
· Plant search functionality
· Information on plant compatibility
· Recommendations for companion planting
Product Usage Case
· Planning a vegetable garden
· Improving plant health
· Optimizing space in a garden
27
Unfollow Reddit Subs

Author
ilukaspesek
Description
A mobile application designed to simplify the process of unfollowing subreddits on the Reddit platform.
Popularity
Points 2
Comments 1
What is this product?
An app allowing users to easily unfollow subreddits on Reddit, addressing the inconvenience of the native Reddit interface.
How to use it?
Users download and install the app. They then use the app's interface to select and unfollow desired subreddits.
Product Core Function
· Simplified subreddit unfollowing process
· User-friendly interface
· Fast and efficient unfollowing actions
Product Usage Case
· Quickly manage subscriptions to remove unwanted content.
· Personalize Reddit feed by unfollowing irrelevant subreddits.
28
ProdEx

Author
tarasyarema
Description
A tool that allows you to control Cursor using comments in your codebase, bridging the gap between prototyping tools and established code editors.
Popularity
Points 3
Comments 0
What is this product?
ProdEx is a tool that enables communication with the Cursor code editor via a WebSocket connection. It allows users to control Cursor's functionality through comments added to their frontend code, offering a similar experience to prototyping tools like v0, but for established codebases.
How to use it?
By adding specific comments to your frontend code (e.g., React components), ProdEx, acting as a MCP (Main Control Program), interacts with Cursor through a simple API and tools, enabling code manipulation and control. The user interacts with Cursor as if it were the frontend of a prototyping tool.
Product Core Function
· Communication with Cursor via WebSocket
· Control of Cursor functionality through comments in frontend code
· Component selection and interaction within the code editor
· API for interacting with Cursor's composer/tools
Product Usage Case
· Coding and manipulating frontend components in React by leaving comments in the code, as a means to control the behavior of Cursor.
29
DAPS: Prime-Adaptive Search

Author
stuehieyr
Description
A global optimization algorithm using prime number-based adaptive grid search for handling discontinuities and complex landscapes.
Popularity
Points 2
Comments 0
What is this product?
DAPS is an optimization algorithm that dynamically adjusts its resolution using prime numbers to navigate complex, non-continuous landscapes.
How to use it?
DAPS is implemented in Python and PyTorch. The provided repository includes instructions, benchmarks, and examples to get started.
Product Core Function
· Prime-based adaptive grid search
· Handles discontinuities and sharp valleys
· Dynamically adjusts resolution
· Python and PyTorch compatible
· Benchmarking against grid search
Product Usage Case
· Solving optimization problems with discontinuities
· Navigating chaotic landscapes
· Improving search efficiency in complex spaces
30
Shortcut Reader

Author
dshayan
Description
A customizable read-it-later app built with Shortcuts.
Popularity
Points 1
Comments 1
What is this product?
Shortcut Reader is a personal read-it-later application allowing users to save and manage articles for later reading, built using Apple's Shortcuts app.
How to use it?
Users can install the Shortcut Reader shortcut, and then add it to the share sheet in Safari or other apps. When encountering an article they want to save, they can use the share sheet to run the shortcut, which will save the article to their library within the Shortcuts app.
Product Core Function
· Saving articles from various sources via the share sheet.
· Customizing the appearance and functionality through Shortcuts editing.
· Organizing saved articles within the Shortcuts app.
· Potentially integrating with other apps and services via Shortcuts.
Product Usage Case
· Saving news articles from websites.
· Saving recipes from cooking blogs.
· Saving long-form articles for reading on the commute.
· Creating a personalized reading list.
31
MagnetManager

Author
psmy
Description
MagnetManager is a tool that helps content creators turn YouTube videos or topics into lead magnets to collect emails.
Popularity
Points 2
Comments 0
What is this product?
MagnetManager is a platform for creating lead magnets from YouTube videos or topics, such as listicles, guides, and summaries.
How to use it?
Users input a topic or YouTube link, choose a template, and the tool generates a shareable lead magnet with hosted PDFs and email collection.
Product Core Function
· Generate lead magnets from YouTube videos or topics
· Offer various template options (listicle, guide, summary, etc.)
· Host generated PDFs
· Collect emails from users
· Offer a 14-day free trial
Product Usage Case
· Content creators looking to grow their email lists
· Educators who want to share educational content
· Small content-driven businesses seeking leads
32
Run & Bloom

Author
Utkarshn10
Description
An app that motivates runners by rewarding them with virtual plants and trees for achieving running milestones.
Popularity
Points 2
Comments 0
What is this product?
It's a mobile application designed to incentivize running by gamifying the experience through a virtual garden that grows as users achieve running goals.
How to use it?
Users track their runs within the app. Upon reaching specific distance or time milestones, they earn virtual plants or trees to populate their virtual garden. The app likely integrates with GPS or other tracking services.
Product Core Function
· Run tracking and logging
· Goal setting and milestone tracking
· Virtual garden with plant rewards
· User progress visualization
Product Usage Case
· Motivating users to run consistently
· Providing a visual reward system for fitness achievements
· Making running more engaging and enjoyable
· Helping users overcome the urge to quit during runs
33
AutoDebug

Author
jasonjmcghee
Description
An open-source VS Code extension that leverages LLMs for automated debugging across any language, utilizing the MCP server and VS Code debugging API.
Popularity
Points 2
Comments 0
What is this product?
AutoDebug is a VS Code extension that automates the debugging process by integrating Large Language Models (LLMs). It uses the MCP server and VS Code debugging API, making it language-agnostic.
How to use it?
Install the extension in VS Code. The extension allows the LLM to debug code by placing breakpoints and evaluating expressions, similar to how a human debugger would. Refer to the extension's documentation or marketplace page for specific usage instructions.
Product Core Function
· Automated debugging using LLMs
· Breakpoint placement
· Expression evaluation in stack frames
· Language-agnostic debugging through MCP server and VS Code API integration
Product Usage Case
· Debugging code in various programming languages.
· Identifying and resolving tricky bugs efficiently.
· Reducing the time spent on debugging through automated assistance.
34
TextaVibe

Author
hjdev
Description
A service that sends emails with music links at specific times and days, tailored to your mood.
Popularity
Points 2
Comments 0
What is this product?
TextaVibe is a service that delivers music links via email at scheduled times, designed to fit your current mood.
How to use it?
You schedule specific times and days for email delivery. The emails contain music links based on your selected mood.
Product Core Function
· Scheduled email delivery
· Mood-based music selection
· Customizable time settings
Product Usage Case
· Receiving a morning music link to start the day
· Getting a relaxing playlist at the end of a work day
· Creating a customized music schedule for different moods and times.
35
Expressio

Author
jvanveen
Description
Automated Internationalization tool.
Popularity
Points 2
Comments 0
What is this product?
Expressio is a tool that automates the internationalization of software projects.
How to use it?
It can be used by integrating it into your development workflow, analyzing your codebase, and automatically translating text.
Product Core Function
· Automated text extraction
· Machine translation integration
· Translation management
· Localization file generation
Product Usage Case
· Software development projects needing multi-language support.
· Web applications targeting a global audience.
· Mobile apps requiring localized content.
36
Siyaa Auto

Author
aakashk23
Description
An AI-powered assistant designed to manage and optimize your work calendar.
Popularity
Points 1
Comments 1
What is this product?
Siyaa Auto is an AI assistant that intelligently manages overlapping meetings, schedules meetings with multiple participants, and handles time requests.
How to use it?
Currently, Siyaa Auto works with Google Calendar. It finds optimal meeting slots based on priorities and participant availability. It handles inbound time requests as well.
Product Core Function
· Automatically manages overlapping meetings and suggests optimal alternative slots.
· Schedules meetings with multiple participants, finding the best possible slot even when no free slot is available.
· Handles inbound requests for your time.
· Prioritizes meetings based on user-defined criteria.
Product Usage Case
· Automatically rescheduling conflicting meetings to maximize productivity.
· Finding the perfect meeting time when coordinating schedules with multiple colleagues.
· Streamlining the process of accepting or suggesting alternative times for incoming meeting requests.
37
GitEmailExtractor

Author
ternera
Description
A Python script that extracts email addresses from GitHub commit history.
Popularity
Points 2
Comments 0
What is this product?
A command-line tool written in Python designed to automatically gather email addresses associated with commits on GitHub repositories.
How to use it?
Run the script with the target GitHub repository URL as an argument. The script will then parse the commit history and output a list of email addresses.
Product Core Function
· Scrapes email addresses from GitHub commits.
· Automates email extraction from commit history.
· Provides a simple command-line interface.
Product Usage Case
· Quickly identifying contributors to a project.
· Gathering email addresses for outreach and communication.
· Analyzing email activity within a project's development lifecycle.
38
IRD: Reversible Debugger

Author
MADEinPARIS
Description
A reversible debugger designed for debugging both code and quantum algorithms.
Popularity
Points 2
Comments 0
What is this product?
IRD is a tool that allows users to step backward in the execution of their code and quantum algorithms, enabling them to identify and fix bugs more efficiently.
How to use it?
Users interact with IRD through a command-line interface or potentially a graphical user interface. They can set breakpoints, step through code, inspect variables, and even rewind the execution to a previous state.
Product Core Function
· Reversible debugging
· Support for both code and quantum algorithms
· Breakpoint management
· Variable inspection
· Step-by-step execution control
Product Usage Case
· Debugging complex code logic
· Identifying errors in quantum algorithms
· Understanding the flow of execution in code and quantum programs
· Analyzing the state of variables at different points in time
39
Quanta

Author
takeshinakamoto
Description
A Bitcoin-based decentralized digital currency.
Popularity
Points 1
Comments 0
What is this product?
Quanta is an open-source cryptocurrency that is identical to Bitcoin in every way except for its name. It is a peer-to-peer electronic cash system.
How to use it?
Quanta is used for secure and decentralized transactions, similar to Bitcoin. Details on how to use Quanta will be available upon the release of the source code.
Product Core Function
· Peer-to-peer electronic cash system
· Cryptographically secure transactions
· Proof-of-work consensus
· No central authority
Product Usage Case
· Sending and receiving digital currency
· Participating in a decentralized financial system
· Utilizing a secure and transparent payment method
40
OpenSaaS Board

Author
skilldeliver
Description
A community-driven platform for sharing ideas and listing open-source alternatives to SaaS products.
Popularity
Points 1
Comments 0
What is this product?
A collaborative board where users can suggest new open-source SaaS projects or discover existing open-source alternatives.
How to use it?
Users can browse the board to find project suggestions or existing alternatives. They can also submit their own suggestions and engage in discussions.
Product Core Function
· Suggesting new open-source SaaS projects
· Listing existing open-source SaaS alternatives
· Community voting and discussion
· Discovering potential open-source projects
Product Usage Case
· Finding open-source alternatives to popular SaaS tools.
· Discovering new project ideas for developers.
· Contributing to the open-source community by sharing and discussing project suggestions.
41
LLM-Tournament

Author
eigenvalue
Description
An automated tournament platform for comparing and evaluating Large Language Models (LLMs).
Popularity
Points 1
Comments 0
What is this product?
LLM-Tournament is a platform that facilitates a multi-round competition between different frontier LLMs.
How to use it?
The platform automates the process of pitting multiple LLMs against each other in a series of rounds. Users can specify the models to be compared and the evaluation criteria.
Product Core Function
· Automated multi-round competition
· Comparison of different LLMs
· Evaluation based on specified criteria
Product Usage Case
· Comparing the performance of different LLMs on coding tasks.
· Evaluating the output quality of various LLMs across multiple rounds.
42
AI-Powered Discord x Linear Integration

Author
korabs
Description
An AI-powered integration that simplifies creating Linear issues directly from Discord.
Popularity
Points 1
Comments 0
What is this product?
It's a tool that integrates Discord and Linear, using AI (GPT-4o-mini) to automatically pre-fill issue details like title, description, priority, and assignee.
How to use it?
Use it within Discord. Simply interact with the integration to create Linear issues. The AI will handle pre-filling the details, saving you time and effort.
Product Core Function
· Automated pre-filling of Linear issue details (title, description, priority, assignee).
· Seamless integration with Discord.
· Uses AI (GPT-4o-mini) for issue detail generation.
· Simplified issue creation process.
Product Usage Case
· Creating Linear issues directly from Discord conversations.
· Quickly reporting and assigning issues during team discussions.
· Streamlining the workflow for software development and project management teams.
43
Valmy AI

Author
hemanth05
Description
An AI-powered tool that analyzes business and software ideas, providing market validation and actionable insights.
Popularity
Points 1
Comments 0
What is this product?
Valmy AI is a tool designed to validate business and software ideas before investment, analyzing market demand, competition, and financial projections.
How to use it?
You input your business or software concept, Valmy AI gathers market data, assesses competition, calculates potential, and generates a structured report with risks, opportunities, and strategy. The validation report can then be exported as a PDF.
Product Core Function
· Idea input and description
· Market data analysis
· Competition assessment
· Financial projection estimation
· Actionable insights generation (risks, opportunities, strategy)
· PDF report export
Product Usage Case
· Validating a new software idea before development.
· Assessing the market viability of a new business concept.
· Identifying potential risks and opportunities for a startup.
44
Tool Directory

Author
kokonutt_
Description
A website for easily browsing and sharing useful tools and resources.
Popularity
Points 1
Comments 0
What is this product?
A web directory designed to help users discover and access a curated collection of helpful tools and resources.
How to use it?
Users can browse the directory to find tools and resources, likely categorized for easier navigation. The exact usage depends on the specific features implemented in the website.
Product Core Function
· Browsing of saved tools and resources.
· Sharing of useful tools with others.
· Easy browsing and searching capabilities.
Product Usage Case
· Finding tools for a specific purpose (e.g., web development, productivity).
· Discovering new and useful resources shared by the community.
· Organizing and managing a personal collection of useful tools.
45
TikTok Automation Suite

Author
TKAU
Description
An automation tool for TikTok, designed to streamline content uploading and management.
Popularity
Points 1
Comments 0
What is this product?
A software solution to automate and optimize TikTok content uploads, bypassing common obstacles.
How to use it?
Users typically interact with the tool via a Telegram bot or through Python scripts, managing uploads, sounds, hashtags, and account settings.
Product Core Function
· Automatic Captcha solving
· Trending sound integration
· Scheduled uploads
· Copyright checks
· Smart hashtag suggestions
· Proxy support for anonymity and location flexibility
· Optimized upload speeds
· Multi-account management
· Telegram Bot integration for direct uploading
Product Usage Case
· Content creators scheduling uploads to maintain consistent posting schedules.
· Marketing teams managing multiple TikTok accounts.
· Users bypassing geographical restrictions or avoiding IP bans.
· Individuals optimizing content for higher engagement using trending sounds and effective hashtags.
46
SettleFast

Author
takmanw
Description
A lightweight web app designed for easy tracking of shared expenses and simplifying debt calculations without the complexities of subscriptions or app downloads.
Popularity
Points 1
Comments 0
What is this product?
SettleFast is a web-based application that allows users to easily split and track shared expenses within a group, and manage debt calculations.
How to use it?
Users can create a group, add expenses, and let the algorithm optimize repayments. It requires no app download and is accessed through a web browser.
Product Core Function
· Expense tracking
· Debt calculation
· Group management
· Repayment optimization
Product Usage Case
· Splitting bills with roommates
· Tracking expenses during a group trip
· Managing shared costs for a project
47
Fast MCP

Author
yjacquin
Description
A Ruby gem for creating MCP (Multi-Client Protocol) servers.
Popularity
Points 1
Comments 0
What is this product?
Fast MCP is a Ruby gem designed to facilitate the creation of MCP servers.
How to use it?
You can integrate this gem into your Ruby projects to set up and manage MCP servers. Refer to the gem's documentation and examples for specific implementation details.
Product Core Function
· Creating MCP servers
· Handling client connections
· Managing communication protocols
· Open source gem for Ruby projects
Product Usage Case
· Developing custom MCP server applications.
· Building server infrastructure for specific applications.
· Experimenting with MCP protocols in Ruby environments.
48
THC Legal Directory

Author
apsquared
Description
An AI-powered directory of legal THC products.
Popularity
Points 1
Comments 0
What is this product?
This is a directory that lists legal THC products, built using AI agents.
How to use it?
Users can browse the directory to find and learn about legal THC products.
Product Core Function
· Product listing
· Information sourcing (AI-driven)
· Legal compliance focus
Product Usage Case
· Finding specific types of legal THC products
· Discovering new THC product options
· Researching product legality in a given area.
49
TeamCollab Suite

Author
anthonyag
Description
An all-in-one digital team collaboration toolset integrating essential tools for streamlined teamwork.
Popularity
Points 1
Comments 0
What is this product?
TeamCollab Suite is a comprehensive digital platform that brings together essential team collaboration tools, offering a unified experience.
How to use it?
Simply sign up and access the integrated tools. Utilize features like retrospectives, planning poker, and other essential tools within a single interface.
Product Core Function
· Retrospective meetings
· Planning Poker sessions
· Unified interface for various team tools
· Integrated user experience
Product Usage Case
· Facilitating agile retrospectives
· Conducting efficient sprint planning with Planning Poker
· Centralized teamwork for remote and distributed teams
· Enhancing overall team productivity
50
ScreenCapturePro

Author
mddanishyusuf
Description
A tool designed to capture and enhance screenshots efficiently.
Popularity
Points 1
Comments 0
What is this product?
ScreenCapturePro is a utility for quickly and effectively taking screenshots.
How to use it?
Simply activate the tool, select the area to capture, and the screenshot will be automatically saved and enhanced.
Product Core Function
· Fast screenshot capture
· Automatic image enhancement
· Easy sharing options
Product Usage Case
· Capturing website designs for client presentations
· Documenting software bugs for development teams
· Creating visual aids for tutorials and guides
51
SoloFound AI

Author
Asgerfem
Description
An AI tool designed to help solo founders with their marketing efforts.
Popularity
Points 1
Comments 0
What is this product?
SoloFound AI is an AI-powered tool that assists solo founders in managing and executing their marketing strategies, eliminating the need to learn marketing fundamentals.
How to use it?
The user inputs information about their product and target audience. The AI then generates marketing plans, content ideas, and assists with campaign execution.
Product Core Function
· Marketing plan generation
· Content idea generation
· Campaign execution assistance
Product Usage Case
· Solo founders needing help with marketing plans.
· Solo founders needing help with content creation.
52
Stremlist

Author
lelemathrin
Description
A Stremio add-on that syncs your IMDb watchlist, creating a dynamic catalog within Stremio.
Popularity
Points 1
Comments 0
What is this product?
Stremlist is a Stremio add-on that fetches your saved movies and TV shows from your IMDb watchlist and converts them into a Stremio-compatible format.
How to use it?
Install the add-on from stremlist.com and follow the instructions. Once installed, it automatically syncs your IMDb watchlist in the background while Stremio is running.
Product Core Function
· Automatic background syncing of watchlists
· In-memory caching for performance
· Redis integration for persistent storage and scaling
· Privacy-focused (no server-side user data storage)
Product Usage Case
· Users can easily access their IMDb watchlist content within Stremio.
· Users can avoid switching between IMDb and Stremio to find content.
53
StoreStats Leaderboard

Author
kiroxan
Description
An app that connects to your Shopify store to verify your sales and show up on a leaderboard, filtering out fake e-commerce gurus.
Popularity
Points 1
Comments 0
What is this product?
It is a platform for Shopify store owners to connect their stores, get verified sales data, and appear on a leaderboard, providing a transparent view of real e-commerce performance.
How to use it?
Connect your Shopify store to the app. The app will verify your sales data. Once verified, you can appear on the leaderboard. Optionally, you can share your social media for mentoring or connection.
Product Core Function
· Shopify store connection and verification
· Real-time sales data display
· Leaderboard ranking based on verified sales
· Optional social media sharing for mentorship or connection
Product Usage Case
· Showcase real store performance data.
· Connect with other successful store owners.
· Get verified to build trust and credibility.
· Find mentors and consultations.
54
FastFill

Author
paqqon
Description
A text snippet manager designed for Windows, allowing users to quickly insert frequently used text snippets.
Popularity
Points 1
Comments 0
What is this product?
FastFill is a Windows application that helps users manage and quickly insert text snippets into their documents or applications.
How to use it?
Users can define text snippets within FastFill. Subsequently, they can trigger the insertion of these snippets, possibly through keyboard shortcuts or other methods provided by the application.
Product Core Function
· Text snippet creation and management
· Fast insertion of snippets
· Integration with Windows applications
· Keyboard shortcut support (likely)
· Snippet organization (likely)
Product Usage Case
· Inserting email signatures
· Typing frequently used phrases or code blocks
· Autocompleting addresses or contact information
· Quickly adding boilerplate text to documents
55
Chaos Orchestrator

Author
MADEinPARIS
Description
An open-source toolkit for chaos engineering, integrated with Prometheus and Jaeger for monitoring and observability.
Popularity
Points 1
Comments 0
What is this product?
A platform designed to inject failures into systems to test their resilience and identify weaknesses.
How to use it?
Deploy the toolkit, configure chaos experiments, and integrate with monitoring tools to observe system behavior during failures.
Product Core Function
· Injects failures into systems.
· Monitors system performance during chaos experiments.
· Integrates with Prometheus for metrics collection.
· Integrates with Jaeger for distributed tracing.
· Provides dashboards for visualization and analysis.
Product Usage Case
· Testing the resilience of a microservices architecture.
· Identifying bottlenecks in a distributed system.
· Validating the effectiveness of failover mechanisms.
· Improving the overall reliability of a software application.
56
TextaVibe

Author
hjdev
Description
A service that sends emails with music links based on your mood and schedule.
Popularity
Points 1
Comments 0
What is this product?
TextaVibe is a service that delivers music recommendations to your email inbox at specified times and days.
How to use it?
You provide your mood and desired schedule. TextaVibe then sends you email with music links at the times you set.
Product Core Function
· Scheduled Email Delivery
· Mood-Based Music Recommendations
· Customizable Schedule
Product Usage Case
· Morning Music Routine: Receive upbeat music to start your day.
· Evening Relaxation: Get relaxing music before bed.
· Workday Focus: Get music for concentration during work hours.
57
Make 10 / Make X

Author
maketengame
Description
A daily math puzzle game where you combine numbers and operators to reach a target number.
Popularity
Points 1
Comments 0
What is this product?
A puzzle game where players use numbers and mathematical operators to create an expression that equals 10 or a variable number X.
How to use it?
Players are given a set of numbers and must use addition, subtraction, multiplication, division, and parentheses to create an equation that equals the target number. All numbers must be used exactly once.
Product Core Function
· Daily puzzle challenges
· Uses numbers and operators to create equations
· Requires logic and creativity
· Tracks player streaks
Product Usage Case
· Solving daily brain teasers
· Sharpening mental math skills
· Enjoying a quick and challenging puzzle game
58
CursiveFont Generator

Author
jsamqiu
Description
An online tool that converts regular text into stylish cursive fonts using Unicode characters and custom font families.
Popularity
Points 1
Comments 0
What is this product?
It is a free online cursive font generator that transforms plain text into different cursive font styles.
How to use it?
Enter your text, choose a cursive style, and the tool will generate the text in the selected cursive font.
Product Core Function
· Text to Cursive Conversion
· Multiple Cursive Style Options
· Unicode Character Support
· Custom Font Family Support
Product Usage Case
· Creating stylish text for social media posts
· Designing unique logos and headings
· Generating decorative text for websites