
Show HN Today: Top Developer Projects Showcase for 2025-03-25
SagaSu777 2025-03-26
Explore the hottest developer projects on Show HN for 2025-03-25. Dive into innovative tech, AI applications, and exciting new inventions!
Summary of Today’s Content
Trend Insights
The trend is clear: AI is being integrated into almost every aspect of software development and daily life. From code generation and debugging to security and marketing, AI is empowering developers and individuals. Open source projects continue to thrive, providing accessible tools for various needs. The increasing focus on security and data privacy is reflected in the emergence of tools for code security and secure data management.
Today's Hottest Product
Name
Feudle - AI-Powered Daily Puzzle Game
Highlight
A blend of Family Feud and Wordle, where players guess popular survey responses, with answers from real players.
Popular Category
Game
AI
Productivity
Developer Tool
Security
Popular Keyword
AI
MCP
Open Source
Tool
Code
Server
Web
Technology Trends
AI-assisted coding
AI-powered document generation
Runtime security monitoring
AI-generated marketing materials
LLM-powered tools
Project Category Distribution
AI & Machine Learning (25%)
Developer Tools (30%)
Security (10%)
Productivity & Utilities (20%)
Games & Entertainment (15%)
Today's Hot Product List
Ranking | Product Name | Likes | Comments |
---|---|---|---|
1 | Feudle | 45 | 33 |
2 | BlinkReminder | 29 | 9 |
3 | docs.dev | 21 | 11 |
4 | lttle.cloud | 7 | 19 |
5 | Jibril | 17 | 7 |
6 | RepoChat | 15 | 4 |
7 | ScreenFlow Swift | 7 | 6 |
8 | Trickle | 7 | 2 |
9 | TimeSaver Social Scheduler | 7 | 1 |
10 | MatrixNote | 7 | 1 |
1
Feudle

Author
papaolivia92
Description
A daily puzzle game blending Family Feud and Wordle, built with AI.
Popularity
Points 45
Comments 33
What is this product?
Feudle is a daily puzzle game where players guess the most popular responses to a survey question, with answers generated from previous days' real player responses.
How to use it?
Each day, players are presented with a survey question and must guess the most popular answers. Players can also vote on or submit new questions to influence future games.
Product Core Function
· Daily Puzzle
· Real Player Response Generation
· Question Voting
· Question Submission
Product Usage Case
· Playing the daily puzzle and guessing popular answers.
· Voting on existing questions to influence future gameplay.
· Submitting new questions for potential inclusion in future puzzles.
2
BlinkReminder

Author
Remy42
Description
A macOS menu bar utility to remind users to blink more, reducing eye strain.
Popularity
Points 29
Comments 9
What is this product?
BlinkReminder is a simple macOS application that prompts users to blink regularly to alleviate eye strain.
How to use it?
Install the app and it will reside in your Mac's menu bar. It will periodically remind you to blink. Customize the reminder frequency in the app's preferences.
Product Core Function
· Periodic blink reminders
· Customizable reminder frequency
· Menu bar integration
Product Usage Case
· Users who spend long hours in front of a computer screen.
· Anyone experiencing eye fatigue.
· Individuals seeking to improve their eye health.
3
docs.dev

Author
linktothenew
Description
An AI-powered docs assistant that generates documentation directly from your codebase, existing docs, and other context sources.
Popularity
Points 21
Comments 11
What is this product?
docs.dev is a tool that helps you create and manage documentation for your software projects. It uses AI to generate documentation from your codebase, existing documents, and other sources, providing a head start for technical writers.
How to use it?
You can use docs.dev by providing it with your codebase (e.g., a public GitHub repository), existing documentation, or other relevant context. The tool will then generate documentation in markdown format. You can then review, edit, and improve the generated drafts.
Product Core Function
· Generate docs from codebase
· Generate docs from existing docs
· Generate docs from other context sources
· Audit existing docs
· Analyze docs for effectiveness
· Keep docs up-to-date
Product Usage Case
· Generating documentation for open-source projects from their GitHub repositories.
· Creating initial drafts of documentation for new features.
· Auditing and updating existing documentation to reflect code changes.
4
lttle.cloud
Author
laurci
Description
A decentralized, open-source cloud platform offering true pay-for-what-you-use pricing and zero vendor lock-in, allowing users to deploy anything as "serverless" from any Docker image.
Popularity
Points 7
Comments 19
What is this product?
lttle.cloud is a decentralized cloud platform built on the blockchain, offering a transparent, efficient, and vendor lock-in free alternative to traditional cloud providers.
How to use it?
Users can deploy applications as "serverless" functions from any Docker image without any code rewrites. It can be used to run a private cloud or join the decentralized network.
Product Core Function
· Decentralized cloud infrastructure
· Open-source platform
· True pay-for-what-you-use pricing
· Zero vendor lock-in
· Sub-10ms cold start
· Supports deployment from Docker images
Product Usage Case
· Deploying serverless applications
· Running a private cloud
· Joining a decentralized cloud network
5
Jibril

Author
garnet
Description
Jibril is a runtime security monitoring and enforcement tool designed for modern infrastructure, leveraging eBPF technology to provide real-time detection and enforcement with minimal overhead.
Popularity
Points 17
Comments 7
What is this product?
Jibril is a runtime security monitoring and enforcement tool that uses an event-less architecture with eBPF to monitor and protect modern infrastructure against emerging threats.
How to use it?
Jibril is deployed in any Linux environment using a single binary. It integrates seamlessly into existing stacks with minimal dev/ops overhead. It provides real-time in-kernel detection and enforcement, including live kernel-state querying and the ability to freeze suspicious processes.
Product Core Function
· Real-time in-kernel detection & enforcement
· Lightweight footprint (typically <5% CPU/memory overhead)
· Simple deployment with out-of-the-box coverage
· Live kernel-state querying
· Process ancestry and source-level context
Product Usage Case
· Analyzing network calls during a GitHub Actions workflow.
· Restricting a process from reading memory to block memory dump attacks.
· Automatically blocking malicious DNS resolutions within K8s pods and updating firewall rules.
6
RepoChat

Author
simssousa15
Description
A chatbot that allows users to interact with any GitHub repository.
Popularity
Points 15
Comments 4
What is this product?
RepoChat is a chatbot that lets you ask questions and explore the contents of any public GitHub repository.
How to use it?
Simply provide the URL of a GitHub repository and start asking questions about the code, documentation, or anything else contained within the repository. The chatbot will analyze the content and provide relevant answers.
Product Core Function
· Answer questions about code and documentation
· Summarize the contents of a repository
· Help users understand code structure
· Search within the repository's content
Product Usage Case
· Quickly understanding the purpose of a new open-source project.
· Finding specific code snippets within a large codebase.
· Learning how a particular function works.
· Generating summaries of complex documentation.
7
ScreenFlow Swift

Author
neilkinnish
Description
A native macOS screen recorder focused on simplicity, speed, and high-quality output.
Popularity
Points 7
Comments 6
What is this product?
It's a macOS application that records screen, camera, and audio separately, compositing them into a chosen layout in real-time. It provides quick shareable URLs and allows layout adjustments post-recording.
How to use it?
Simply launch the app, select your recording preferences (screen, camera, audio), choose a layout, and start recording. The recorded content is then processed and made available for sharing.
Product Core Function
· Native macOS screen recording
· Separate recording of screen, camera, and audio
· Real-time layout compositing
· Quick shareable URLs
· Post-recording layout adjustments
· High-quality output
Product Usage Case
· Creating tutorials and how-to videos
· Recording presentations and lectures
· Demonstrating software features
· Sharing gameplay footage
· Creating marketing videos
8
Trickle

Author
jarodxuming
Description
A coding agent designed for non-developers to transform ideas into working code without programming knowledge.
Popularity
Points 7
Comments 2
What is this product?
Trickle is a coding agent that utilizes AI, specifically DeepSeek V3, to help users generate code. It's designed for individuals without a coding background.
How to use it?
Users can input their ideas or desired functionality, and Trickle will generate the corresponding code. Users can then use this code to build and implement their ideas.
Product Core Function
· Code generation from user input.
· Integration with DeepSeek V3.
· User-friendly interface for non-developers.
· Transforms ideas into functional code.
Product Usage Case
· Building simple websites without coding experience.
· Creating small applications.
· Prototyping software ideas rapidly.
· Automating simple tasks.
9
TimeSaver Social Scheduler

Author
peturgeorgievv
Description
A social media scheduler designed to streamline cross-posting across major platforms, saving users valuable time.
Popularity
Points 7
Comments 1
What is this product?
It is a social media scheduling platform that allows users to schedule and automatically post content across various social media platforms.
How to use it?
Users can create and schedule posts, specifying the desired date and time for publishing across their connected social media accounts. The platform handles the automatic posting.
Product Core Function
· Cross-platform scheduling
· Automated posting
· Content management and organization
· Time-saving features
Product Usage Case
· Scheduling posts for marketing campaigns across different platforms.
· Managing personal social media presence with pre-planned content.
· Automating content distribution to reach a wider audience.
10
MatrixNote

Author
a1n
Description
A Nostr note composer with a Matrix-themed interface.
Popularity
Points 7
Comments 1
What is this product?
MatrixNote is a web-based tool designed to compose and publish notes on the Nostr protocol, featuring a user interface inspired by the Matrix digital rain aesthetic.
How to use it?
Users can access MatrixNote through a web browser. They can then enter their Nostr private key, compose their note, and publish it to the Nostr network.
Product Core Function
· Nostr note composition
· Matrix-themed user interface
· Private key management
· Note publishing to Nostr
Product Usage Case
· Creating and sharing thoughts or updates on Nostr.
· Publishing links and articles.
· Participating in discussions on the Nostr network.
· Using it as a more visually appealing alternative to standard Nostr clients.
11
Vcf2csv

Author
jrkoop
Description
A CLI tool to clean and convert vCard 3.0 (.vcf) files to CSV.
Popularity
Points 4
Comments 3
What is this product?
Vcf2csv is a command-line interface (CLI) tool designed to convert vCard 3.0 (.vcf) files, often exported from sources like iPhones, iCloud, and Outlook, into a clean CSV format. It addresses common issues in vCard files such as Apple-specific fields, Outlook junk URLs, and type-tagged fields.
How to use it?
Install Vcf2csv using pip: `pip install vcf2csv`. Then, run the tool from the command line, providing the vcf file as input and specifying the desired output format (CSV).
Product Core Function
· Converts vCard 3.0 (.vcf) files to CSV format.
· Handles Apple-specific fields like spouse, child, and anniversary.
· Removes Outlook junk URLs.
· Expands type-tagged fields (e.g., TEL-CELL, EMAIL-WORK) into separate CSV columns.
Product Usage Case
· Cleaning and organizing contact information extracted from iPhones and iCloud.
· Converting Outlook contact exports to a more manageable format.
· Preparing contact data for import into other applications or databases.
12
Pixsso

Author
javierluraschi
Description
Pixsso is an eInk display focused on generative art.
Popularity
Points 4
Comments 3
What is this product?
Pixsso is an eInk display that showcases AI-generated art.
How to use it?
Pixsso can be used to display AI-generated art. It is also open source, allowing users to build their own.
Product Core Function
· Displaying generative art on eInk
· Open-source design for custom builds
Product Usage Case
· Showcasing AI-generated artwork
· DIY eInk display projects
13
Mocktender

Author
nizarmah
Description
A tool to simplify testing by tracing code behavior and isolating fixtures.
Popularity
Points 4
Comments 2
What is this product?
Mocktender is a tool designed to streamline testing processes by tracing code behavior across different layers and isolating specific components, reducing the number of tests required.
How to use it?
The tool traces the behavior across the layers, and isolates them to match traditional tests. You would use it by pointing it to your code and defining the entry point for your tests.
Product Core Function
· Code behavior tracing
· Fixture isolation
· Simplified testing process
· Entry-point testing focus
Product Usage Case
· Testing server routes
· Testing handler logic
· Testing database queries (through the entry point)
14
Polar Data Recorder

Author
Boelensman1
Description
An open-source Android app designed for recording raw biosignals from Polar devices.
Popularity
Points 4
Comments 1
What is this product?
An Android application that allows users to record and access raw biometric data from Polar devices, primarily for researchers and developers.
How to use it?
Download and install the app on your Android device. Connect your Polar device. Start recording the raw biometric signals through the app.
Product Core Function
· Record raw biosignals from Polar devices.
· Open-source and free to use.
· Targeted at researchers and developers.
· Allows access to raw biometric data.
Product Usage Case
· Biometric research using raw data.
· Development of applications utilizing biometric signals.
· Personal health tracking and analysis (for advanced users).
15
RunCam

Author
wenjian
Description
A camera motion game designed for kids to encourage physical activity.
Popularity
Points 2
Comments 3
What is this product?
RunCam is a game that uses camera input to track a child's movement, creating an interactive play experience.
How to use it?
Kids use their body to control the game via the camera. They run, jump, and move to interact with the game.
Product Core Function
· Camera-based motion tracking
· Interactive gameplay for kids
· Encourages physical activity
· Simple and intuitive interface
Product Usage Case
· Kids using their body to control the game
· Children engaging in active play sessions
16
Vibe Draw

Author
fastcall
Description
A cursor-based tool for 3D modeling.
Popularity
Points 3
Comments 2
What is this product?
Vibe Draw is a 3D modeling tool that utilizes a cursor-based interface for intuitive design.
How to use it?
Users can interact with the 3D space using a cursor to create and manipulate objects.
Product Core Function
· Cursor-based 3D modeling
· Intuitive object manipulation
· Real-time visualization
Product Usage Case
· Creating architectural models
· Designing product prototypes
· Developing game assets
17
Circuit Tutor

Author
andrewrn
Description
A tool that allows users to describe simple circuits in English and receive a schematic with explanations.
Popularity
Points 3
Comments 2
What is this product?
Circuit Tutor is a tool that generates schematics and provides explanations based on circuit descriptions provided in plain English.
How to use it?
Describe your circuit in English (e.g., 'a voltage source and two resistors in series'). The tool will generate a schematic and allow you to ask follow-up questions about the circuit.
Product Core Function
· Generates schematics from English descriptions.
· Answers questions about circuit elements (e.g., voltage drop, resistance).
· Calculates circuit parameters.
Product Usage Case
· Students learning basic circuit theory.
· Engineers refreshing their knowledge of circuit analysis.
· Self-learners exploring electrical engineering concepts.
18
Pulse

Author
473999
Description
A platform for effortlessly livestreaming audio with sound-reactive visualizations and chat.
Popularity
Points 4
Comments 1
What is this product?
Pulse allows users to livestream audio in real-time with synchronized visualizations and a chat feature.
How to use it?
Users can host their own room and stream audio from a browser tab. They can also customize the website's color, animation, and animation style, and chat using GIFs.
Product Core Function
· Audio livestreaming
· Sound-reactive visualizations
· Customizable website appearance (color/animation)
· Real-time chat with GIF support
Product Usage Case
· Sharing music selections with a friend
· Creating a shared listening experience remotely
· Enhancing remote work sessions with shared audio and chat
19
Vibe HTTP

Author
kevmo314
Description
An AI-powered server that generates HTTP responses.
Popularity
Points 5
Comments 0
What is this product?
Vibe HTTP is a server that dynamically generates HTTP responses using AI.
How to use it?
You can access it via vibehttp.com or any subdomain like subdomain.vibehttp.com/any/path/you/want to get AI-generated content.
Product Core Function
· AI-driven HTTP response generation
· Dynamic content creation
· Flexible subdomain support
Product Usage Case
· Generating unique web pages on demand
· Creating AI-powered content for testing or experimentation
20
NReads Alternative

Author
a1n
Description
An alternative to NReads.
Popularity
Points 1
Comments 3
What is this product?
This is an alternative product that offers similar functionalities to NReads.
How to use it?
The usage details are not available in the provided product information. Please refer to the specific product documentation for instructions.
Product Core Function
· Unknown from the provided information.
Product Usage Case
· Unknown from the provided information.
21
NUPST

Author
PhilKunz
Description
A tool for UPS shutdown, designed for Proxmox environments.
Popularity
Points 4
Comments 0
What is this product?
NUPST is a utility that facilitates the safe shutdown of systems, particularly those running Proxmox, in response to a power outage detected by a connected UPS.
How to use it?
NUPST is typically installed on a server or system. It is configured to monitor the UPS. When the UPS signals a power failure, NUPST triggers a controlled shutdown of the system.
Product Core Function
· Monitors UPS status.
· Initiates system shutdown based on UPS signals.
· Designed for use in Proxmox environments.
· Simple configuration and deployment.
Product Usage Case
· Shutting down a Proxmox server during a power outage.
· Preventing data loss by performing a graceful shutdown before battery depletion.
· Protecting critical infrastructure from unexpected power interruptions.
22
DocumentsFlow

Author
davidgrabois
Description
DocumentsFlow extracts structured data from business documents using custom OCR and ML models.
Popularity
Points 2
Comments 2
What is this product?
DocumentsFlow is a platform that uses OCR and AI to automatically extract structured data from various business documents like invoices, contracts, receipts, and legal forms.
How to use it?
Users upload their documents to DocumentsFlow. The platform then processes them using OCR and AI models to extract relevant data, which can then be exported or integrated into other systems.
Product Core Function
· Intelligent data extraction
· Custom OCR
· Supports various document types (invoices, contracts, receipts, legal forms)
· Machine learning models for data understanding
· Data export and integration capabilities
Product Usage Case
· Automating invoice processing and data entry
· Extracting key information from contracts for analysis
· Digitizing and organizing receipts
· Automating data extraction from legal forms
23
DevTrack

Author
jemiluv8
Description
An open-source alternative to WakaTime, providing insights into developer work habits with features like goals, invoices, and client management.
Popularity
Points 2
Comments 2
What is this product?
DevTrack is a platform that tracks and analyzes developer coding activity, offering a dashboard to visualize work habits and productivity metrics.
How to use it?
Install the necessary plugins, integrate them with your IDE, and start coding. DevTrack will automatically collect data and present it in a user-friendly dashboard.
Product Core Function
· Tracking coding time spent writing code
· Visualization of developer focus/attention (heartbeat frequency)
· Goals setting
· Invoice generation
· Client management
Product Usage Case
· Monitoring individual developer productivity.
· Analyzing team-wide coding habits.
· Identifying areas for improvement in workflow.
· Generating reports for clients (invoicing and time tracking).
24
Spatial Text Rendering for LLMs

Author
cpcdoy
Description
A technique that allows text-only Large Language Models (LLMs) to process visually complex documents by preserving spatial information.
Popularity
Points 2
Comments 2
What is this product?
Spatial Text Rendering (STR) is a method that transforms visually complex documents into a spatially-aware text format that text-only LLMs can understand.
How to use it?
STR involves document preprocessing, Optical Character Recognition (OCR) with spatial coordinates, structure extraction, and structural line detection. The visual structure is then translated into a text-based format that LLMs can process.
Product Core Function
· Document preprocessing and deskewing
· OCR with spatial coordinate extraction
· Structure extraction from documents
· Structural line detection
· Text-based rendering of spatial information
· Token usage compaction
Product Usage Case
· Processing complex financial documents with mixed languages and right-to-left scripts (e.g., Arabic)
· Handling documents with intricate layouts
· Extracting data and information from documents requiring precise understanding of spatial relationships
25
SAML Tester

Author
andy89
Description
A free, no-signup tool for configuring and testing SAML implementations.
Popularity
Points 3
Comments 1
What is this product?
SAML Tester is a web-based tool designed for configuring and testing Security Assertion Markup Language (SAML) settings without the need for any account registration.
How to use it?
You can configure IDP (Identity Provider) and SP (Service Provider) settings by inputting the necessary metadata, entity IDs, and URLs. Then, you can test the SAML configurations to verify their functionality.
Product Core Function
· Configure IDP metadata, entity IDs, and redirect URLs
· Test SP settings (ACS URL, entity ID, attribute mappings)
· Optional SCIM configuration for directory syncing
Product Usage Case
· Quickly test SAML implementations.
· Experimenting with various SAML configurations.
· Testing attribute mappings between IDP and SP.
26
Surf

Author
44za12
Description
An open-source API that connects Large Language Models (LLMs) with the web, providing a standardized interface for web search and content processing while preserving formatting.
Popularity
Points 4
Comments 0
What is this product?
Surf is an open-source API designed to enhance LLMs by providing them with web access capabilities. It facilitates web searches and content processing, ensuring proper formatting and attribution.
How to use it?
Surf is used by integrating it into LLM applications. It offers a standardized interface for querying multiple search providers (SearXNG, DuckDuckGo, Brave) and processing the retrieved content. Users can deploy it easily via Docker, bare metal, or cloud environments.
Product Core Function
· Multiple search provider integration
· HTML cleaning and smart content extraction
· Model Context Protocol (MCP) integration for AI assistants
· Self-deployable with minimal setup
· API key authentication
Product Usage Case
· Adding web search capabilities to LLM-powered applications.
· Extracting and formatting web content for use with LLMs.
· Integrating web information into AI assistant responses.
27
Fretboard.el
Author
gskye
Description
A guitar fretboard visualization tool designed for Emacs, allowing users to view guitar notes in text format.
Popularity
Points 3
Comments 1
What is this product?
Fretboard.el is a tool that visualizes guitar fretboards within the Emacs text editor, displaying notes in a textual representation.
How to use it?
To use Fretboard.el, evaluate the function `(fretboard)` in Emacs. Users can cycle through scale signatures, chord tonalities, and guitar tunings with keystrokes.
Product Core Function
· Visualizes guitar notes in text format.
· Displays root note positions.
· Cycles through scale signatures.
· Cycles through chord tonalities.
· Cycles through guitar tunings.
Product Usage Case
· Practicing guitar fluency.
· Understanding note relationships on the fretboard.
· Learning scales and chords.
· Experimenting with different tunings.
28
DropATask

Author
Max_Sirota
Description
A free, chat-based task management platform for organizing and tracking tasks.
Popularity
Points 3
Comments 0
What is this product?
DropATask is a platform that allows users to manage and track tasks within a chat interface, keeping tasks organized in one centralized location.
How to use it?
Invite teammates, start projects, and collaborate by utilizing the chat-based interface to add, track, and manage tasks.
Product Core Function
· Chat-based task management
· Team collaboration
· Project creation and organization
· Task tracking
Product Usage Case
· Managing individual to-do lists
· Collaborating on team projects
· Tracking project progress
29
Procrastination Slayer

Author
phasE89
Description
A simple web app to track work and procrastination time, helping users focus and improve productivity.
Popularity
Points 3
Comments 0
What is this product?
A web application that tracks work time and procrastination time using a simple button system, offering features like Pomodoro mode, dark mode, and bilingual support.
How to use it?
Press one button when working and another when not. The app tracks focus time, displays stats, and provides reminders.
Product Core Function
· Tracks work and procrastination time
· Pomodoro mode
· Dark mode
· Sound notifications
· Bilingual support (EN/CZ)
Product Usage Case
· Tracking focus time for various tasks
· Using the Pomodoro technique for focused work sessions
· Monitoring productivity and identifying procrastination patterns
30
Strava Statistics Analyzer
Author
frogfuhrer
Description
A self-hosted web application providing enhanced statistics and data analysis for Strava users.
Popularity
Points 3
Comments 0
What is this product?
It's a web application designed to provide users with comprehensive statistics and analysis of their Strava activities.
How to use it?
Users self-host the application and connect it to their Strava account to import and analyze their data.
Product Core Function
· Dashboard with various stats and charts
· Detailed list of all your activities
· Monthly stats with calendar view
· Gear stats
· Eddington for biking and running activities
· Detailed list of your segments and corresponding efforts
· Heatmap
· History of completed Strava challenges
· History of activity photos with slideshow functionality
· User badges
Product Usage Case
· Analyzing cycling performance over time.
· Tracking running progress and improvements.
· Monitoring gear usage and lifespan.
· Reviewing segment efforts and rankings.
· Visualizing activity data with heatmaps.
· Tracking Strava challenge progress.
· Viewing activity photos.
31
URList

Author
itaydr
Description
A minimalist interface for saving and organizing links into lists.
Popularity
Points 3
Comments 0
What is this product?
URList is a tool that allows users to save, organize, and share links in a structured and minimalist way.
How to use it?
Users can save links, create lists, and organize them according to their preferences. It's also possible to share these lists with others.
Product Core Function
· Saving links
· Creating and organizing lists
· Sharing lists
Product Usage Case
· Saving links for future reference
· Creating a curated list of resources to share with others
· Organizing research materials
32
DumbPhone App

Author
gustanas
Description
A free app that transforms your iPhone into a simplified, less distracting phone.
Popularity
Points 3
Comments 0
What is this product?
This app is a free application that allows you to convert your iPhone into a 'dumb phone' experience, minimizing features and distractions.
How to use it?
Install the app on your iPhone. Configure the app to limit access to specific apps, websites, or features. Use the app to lock your phone into a simplified mode.
Product Core Function
· App blocking
· Website blocking
· Simplified interface
· Distraction reduction
Product Usage Case
· Users seeking to reduce screen time
· Individuals who want to minimize distractions at work
· People looking for a more mindful phone experience
33
PDF Editor
What is this product?
It's a web-based application that allows users to edit PDF files.
How to use it?
Users upload a PDF file, use the editing tools to modify it, and then download the edited PDF.
Product Core Function
· Edit text in the PDF
· Add images
· Add annotations
· Add shapes
· Merge PDFs
· Split PDFs
Product Usage Case
· Correcting typos in a PDF document.
· Adding signatures to a PDF form.
· Annotating a PDF for review.
· Merging multiple PDF files into a single document.
· Extracting specific pages from a large PDF.
34
BlinkAlarm

Author
grbsh
Description
A real-time computer vision application designed to prevent eye strain and dryness by detecting and alerting users when they are not blinking frequently enough.
Popularity
Points 3
Comments 0
What is this product?
BlinkAlarm is a software application that monitors your webcam feed using computer vision to track your blinking patterns. It detects when you haven't blinked for a set amount of time and then plays a sound to remind you to blink.
How to use it?
You install and run BlinkAlarm. It will use your webcam to monitor your eyes. Configure the blink threshold (how long you can go without blinking before an alert). The software runs in the background and alerts you when you need to blink.
Product Core Function
· Real-time facial landmark detection
· Blink rate monitoring
· Head tilt correction
· Customizable blink threshold
· Audio alerts
Product Usage Case
· Users who work long hours in front of a computer.
· Individuals experiencing dry or strained eyes.
· Anyone looking to improve their eye health while using computers.
35
Mcpt

Author
ttchen2
Description
A managed registry for up-to-date and verified MCP servers.
Popularity
Points 2
Comments 1
What is this product?
Mcpt is a managed registry designed to provide users with a reliable and up-to-date list of verified MCP (Minecraft Protocol) servers.
How to use it?
Users can access and utilize Mcpt to find and connect to verified MCP servers. Details on specific usage may vary depending on the platform.
Product Core Function
· Server Discovery
· Server Verification
· Up-to-date Server Information
· Managed Registry
Product Usage Case
· Finding reliable MCP servers for Minecraft Multiplayer
· Ensuring secure connections to verified servers
· Accessing the latest server information
36
Manabi Reader

Author
wahnfrieden
Description
A tool for learning Japanese through web articles, RSS feeds, and ePub files.
Popularity
Points 2
Comments 1
What is this product?
Manabi Reader is an application designed to help users learn Japanese by importing and reading content from various sources, including websites, RSS feeds, and ePub files. It allows for optional integration with Anki for flashcard-based learning.
How to use it?
Users can input web article URLs, RSS feed links, or import ePub files into Manabi Reader. The app then parses the content, allowing users to read and look up words. It supports optional Anki integration for vocabulary memorization, and is available on iOS and Mac.
Product Core Function
· Web article import
· RSS feed integration
· ePub file support
· Word lookup and definition
· Anki integration (optional)
· iOS and Mac compatibility
Product Usage Case
· Reading Japanese news articles to improve comprehension.
· Studying Japanese novels in ePub format.
· Creating Anki flashcards from vocabulary found in articles.
· Following Japanese blogs and websites to stay up-to-date on news and culture.
37
Anytime Parser

Author
longqm
Description
A layoutless Golang time.Time parser.
Popularity
Points 2
Comments 0
What is this product?
Anytime is a Go library that parses time strings into time.Time objects without requiring a specific layout.
How to use it?
Import the library and use the Parse function to parse time strings. It automatically detects and handles various time formats.
Product Core Function
· Parse time strings without requiring a layout.
· Automatically detects and parses various time formats.
· Returns a time.Time object.
· Go library.
Product Usage Case
· Parsing user-provided date and time inputs.
· Converting time strings from different sources (e.g., logs, databases).
· Simplifying time parsing tasks in Go applications.
38
Fibered Space Time Explorer

Author
martyalain
Description
A platform for exploring and visualizing fibered space-time concepts.
Popularity
Points 1
Comments 1
What is this product?
It's a tool that allows users to delve into the abstract ideas of fibered space-time, providing interactive visualizations and simulations.
How to use it?
Users can input parameters and settings to generate and explore different space-time configurations, observing their properties and behaviors through a graphical interface.
Product Core Function
· Space-time configuration generation
· Interactive visualization
· Simulation of particle movements
· Parameter adjustment and control
Product Usage Case
· Educational tool for physics students
· Research for theoretical physics
· Exploration of advanced space-time concepts
39
IndigoNotes

Author
cle-does-things
Description
A private online space for taking and organizing notes.
Popularity
Points 1
Comments 1
What is this product?
IndigoNotes is a web application designed to allow users to securely store and manage their personal notes online.
How to use it?
Users can access IndigoNotes through their web browser. They can create new notes, edit existing ones, and organize them. Specific features may include tagging, search, and potentially rich text formatting, depending on the product.
Product Core Function
· Secure note storage
· Note creation and editing
· Note organization (e.g., tagging, folders)
· Search functionality
· Private access
Product Usage Case
· Tracking project ideas and progress
· Saving research notes
· Creating a digital journal
· Organizing personal to-do lists
40
CursorAI for Excel
Author
markkaave
Description
An AI agent that integrates with Excel to perform data analysis tasks and allows users to choose between different AI models for formula generation and analysis.
Popularity
Points 1
Comments 1
What is this product?
CursorAI for Excel is an AI-powered tool designed to assist users with data analysis tasks within Microsoft Excel. It leverages AI models to generate formulas and perform analysis, offering an alternative to tools like Microsoft Copilot for Excel.
How to use it?
Users can interact with CursorAI for Excel to generate formulas, perform data analysis, and potentially choose from different AI models to tailor the results to their needs. The exact usage details would depend on the final implementation, but the goal is to simplify and enhance Excel tasks.
Product Core Function
· AI-powered formula generation
· Data analysis assistance
· Integration with Excel
· Support for multiple AI models
Product Usage Case
· Generating complex formulas for financial modeling
· Automating data cleaning and transformation
· Performing statistical analysis on datasets
· Creating dynamic dashboards in Excel
41
SynthVoice Architect

Author
serverlessmania
Description
An MCP server enabling real-time sound design on the Digitone 2 synth using natural language.
Popularity
Points 2
Comments 0
What is this product?
A server application that allows users to control and design sounds on the Digitone 2 synthesizer directly via natural language commands.
How to use it?
Users interact with the server using natural language to adjust parameters and create sounds in real-time on the Digitone 2 synth. Requires a Digitone 2 and connection to the server.
Product Core Function
· Real-time MIDI control
· Natural language sound design
· Direct integration with Digitone 2
· Server-based application
Product Usage Case
· Creating unique soundscapes
· Experimenting with synth parameters through voice commands
· Rapid prototyping of sound designs
42
Bknd

Author
dswbx
Description
A backend-as-a-service solution that embeds directly into your frontend app, offering features like auth, file storage, and database APIs.
Popularity
Points 2
Comments 0
What is this product?
Bknd is a backend platform that allows developers to build web applications without the need for a separate backend deployment. It provides functionalities like authentication, file storage, database management, and a built-in Admin UI.
How to use it?
Bknd runs directly inside your frontend app and integrates with popular frameworks such as Next.js, Remix, Astro, and React Router. It also supports standalone deployment on platforms like Cloudflare Workers, AWS Lambda, Bun, and Node. Simply install the necessary packages and configure Bknd to use the desired features.
Product Core Function
· Authentication (multi-strategy)
· File Storage
· Database APIs (Postgres, LibSQL, D1, SQLite)
· Media Handling
· Built-in Admin UI
Product Usage Case
· Building web applications with simplified backend setup
· Rapid prototyping of web projects
· Creating applications with secure authentication and file storage
· Developing projects with easy database integration
43
CommandTray

Author
petermukha
Description
A tray application designed for managing and sharing terminal commands within a team.
Popularity
Points 2
Comments 0
What is this product?
CommandTray is a desktop application that simplifies the management and sharing of terminal commands.
How to use it?
Install the application, add your frequently used terminal commands, categorize them, and then share the configuration with your team.
Product Core Function
· Command Management
· Team Collaboration
· Command Sharing
· Tray Icon Access
· Categorization and Organization
Product Usage Case
· Sharing frequently used deployment commands with the DevOps team
· Creating a command library for onboarding new team members
· Quick access to frequently used development scripts
44
GameDev Debugger

url
Author
alexbulat
Description
A debugging tool designed for game developers to visualize variables, game states, and interpret logs more efficiently.
Popularity
Points 2
Comments 0
What is this product?
A debugging tool for game developers to visualize and interpret game data, improving the game development process.
How to use it?
Integrate the tool into your game development workflow to visualize variables, game states, and logs in real-time. Collaborate with your team by sharing log data.
Product Core Function
· Real-time variable visualization
· Game state monitoring
· Log interpretation and sharing
· Team collaboration features
Product Usage Case
· Debugging action RPGs
· Improving game production efficiency
· Analyzing game performance
· Collaborating on game development projects
45
CopyCatAI

Author
lombarovic
Description
An AI-powered drawing game that challenges users to replicate images and receives feedback from AI judges.
Popularity
Points 2
Comments 0
What is this product?
CopyCatAI is an online drawing game where users attempt to replicate images, and the AI judges provide grading and humorous critiques.
How to use it?
Users can either play solo to practice or join multiplayer mode to compete with others. They draw based on the image prompts and receive feedback from the AI judges.
Product Core Function
· Single-player and multiplayer modes
· Quick rounds for short bursts of fun
· AI-powered grading with stars and critiques
· Sassy and witty AI feedback
Product Usage Case
· Users can practice drawing skills in solo mode.
· Users can compete with friends or other players in multiplayer mode to see who can best replicate the images.
· Users can receive feedback and improve their drawing abilities through the AI's grading.
46
ViClip

Author
DestroyerV
Description
ViClip is a cross-device clipboard synchronization tool.
Popularity
Points 1
Comments 1
What is this product?
ViClip allows you to sync your clipboard content across all your devices.
How to use it?
Install ViClip on your devices. The clipboard content will be automatically synchronized when you copy and paste.
Product Core Function
· Cross-device clipboard synchronization
· Seamless background operation
· User-friendly interface
Product Usage Case
· Quickly copy text or code snippets between your computer and phone
· Efficiently transfer data across different operating systems
· Streamline your workflow by having a unified clipboard
47
MCP Server

Author
abhisek
Description
A server built in Go for resolving GitHub refs to commit SHA, aiding in pinning and updating GitHub Actions.
Popularity
Points 2
Comments 0
What is this product?
MCP Server is a tool designed to resolve GitHub references to commit SHA, facilitating the pinning and updating of GitHub Actions to immutable references, thereby mitigating supply chain attack vulnerabilities.
How to use it?
The server resolves GitHub refs to commit SHA, helping users pin their GitHub Actions to specific commit SHAs. It also aids in finding the latest releases and updating actions to the most recent versions.
Product Core Function
· Resolves GitHub refs to commit SHA
· Finds latest releases
· Helps pin GitHub Actions to commit SHA
· Facilitates updating GitHub Actions to latest releases
Product Usage Case
· Pinning GitHub Actions to immutable references
· Managing container base images pinned to immutable references
· Mitigating supply chain attack vulnerabilities in GitHub Actions
48
Floating Web-Cam Canvas Sketcher

Author
jchiu1234
Description
A tool that allows users to create sketches using a web-cam and generate images from them.
Popularity
Points 1
Comments 1
What is this product?
It's a web application that transforms live webcam video into canvas sketches and generates images based on those sketches.
How to use it?
Users point their webcam, sketch on the canvas displayed, and the system uses those sketches to generate images. The UI allows for easy manipulation and generation.
Product Core Function
· Real-time webcam input and sketch generation.
· Canvas-based sketching interface.
· Image generation from sketches.
· User-friendly interface for interaction.
· Integration with image generation models.
Product Usage Case
· Creating personalized digital art.
· Rapid prototyping of visual concepts.
· Generating unique profile pictures.
· Exploring creative image generation techniques.
49
MCP Server

Author
xzhuang1984
Description
An open-source MCP server designed for analyzing observability data using LLM-powered languages.
Popularity
Points 2
Comments 0
What is this product?
The MCP Server is a tool developed by GreptimeTeam to analyze observability data, leveraging the power of Large Language Models (LLMs).
How to use it?
Users interact with the MCP Server to analyze observability data, likely through a query language or interface that utilizes LLMs for processing and insights.
Product Core Function
· Observability data analysis
· LLM-powered query processing
· Insights generation from data
· Open-source and customizable
Product Usage Case
· Analyzing logs to identify patterns.
· Monitoring system performance using metrics data.
· Troubleshooting issues in real-time using observability data.
50
ʻŌlelo Honua

Author
rbrownmh
Description
ʻŌlelo Honua is a tool designed to simplify the internationalization (i18n) process for multilingual websites and applications, automating and streamlining the creation and synchronization of translation files.
Popularity
Points 1
Comments 1
What is this product?
ʻŌlelo Honua is a tool that automates and streamlines the creation and synchronization of translation files for multilingual websites and applications. It leverages AI-powered translations and provides critiques to help developers and translators.
How to use it?
ʻŌlelo Honua can be used by developers to generate translations quickly, manage translation files, and refine translations for clarity and accuracy. It integrates with multiple translation providers, including free options, and uses caching to avoid API limits.
Product Core Function
· Automated Translation File Management
· AI-Powered Critiques
· Provider Flexibility (OpenRouter, Google Translate, DeepSeek)
· Caching
Product Usage Case
· Simplifying the internationalization (i18n) process for multilingual websites.
· Automating the creation and synchronization of translation files.
· Refining translations using AI-driven critiques.
51
In-Browser OSINT and Recon Tools

Author
PranaFlux
Description
A suite of in-browser tools designed for Open Source Intelligence (OSINT) and reconnaissance, providing functionalities like PGP key analysis, ProtonMail date checking, favicon hash generation, search dork generation, GitHub user reconnaissance, and metadata viewing.
Popularity
Points 2
Comments 0
What is this product?
This is a collection of web-based tools for performing OSINT and reconnaissance tasks directly within your web browser, without the need for logins or remote server communication.
How to use it?
Users can access each tool via the website and input the necessary information (e.g., PGP key, ProtonMail username, website URL, search terms, GitHub username/email, or image file) to obtain relevant data and insights. The tools are designed to be straightforward and easy to use.
Product Core Function
· PGP Key Analyzer
· ProtonMail Date Checker
· Favicon Hash Generator
· Search Dork Generator (Shodan, Censys, Google, etc.)
· GitHub Recon Tool
· Metadata Viewer (EXIF data from images)
Product Usage Case
· Analyzing PGP keys without downloading them.
· Checking the creation date of ProtonMail accounts.
· Identifying websites using the same favicon for OSINT purposes.
· Generating search queries for various search engines.
· Gathering information about GitHub users.
· Extracting metadata from images to reveal hidden information.
52
Reddit MCP Server

Author
joshleitzel
Description
A plug-and-play MCP server that connects directly to the Reddit API, enabling faster and more accurate research tasks using LLMs.
Popularity
Points 2
Comments 0
What is this product?
A server that provides structured tools (search, fetch, browse) to retrieve Reddit posts and comments in real time for use with LLMs.
How to use it?
Run the server locally and connect it to an MCP client (like Claude Desktop or AutoGen) using your Reddit API keys.
Product Core Function
· Real-time Reddit data retrieval
· Structured tools for search, fetch, and browse
· Integration with LLMs for research tasks
· Focus on up-to-date and subreddit-specific information
Product Usage Case
· Discovering trends and niche use cases on Reddit.
· Finding the right communities for specific topics.
· Retrieving highly upvoted comments in niche LLM subreddits.
· Faster and more consistent research compared to traditional LLM methods and web tools.
53
Agentica

Author
kakasoo
Description
Agentica leverages the power of typia, a compile-time TypeScript validator, to revolutionize agent development by focusing on LLM Function Calling.
Popularity
Points 2
Comments 0
What is this product?
Agentica is a framework that utilizes the typia compiler to enable scalable, flexible, and mass-productive agent development by focusing on LLM Function Calling.
How to use it?
Agentica facilitates agent development by concentrating on function units and their schema, leveraging compiler-driven development for safe and efficient function design. It emphasizes a document-driven approach to function unit prompt domain for enterprise-level agent development.
Product Core Function
· Compile-time validation using typia for faster and more reliable function validation.
· Focus on LLM Function Calling to bypass traditional agent workflow graphs.
· Scalable and flexible agent development by focusing on function units.
· Document-driven development for function unit prompt domain management.
· Automated generation of validators, serializations, and JSON schemas.
Product Usage Case
· Building AI agents for enterprise-level applications.
· Developing agents with efficient function unit management.
· Creating agents that can be scaled and are flexible to adapt to changing needs.
· Improving the speed and reliability of agent function validation.
54
PhotoG

Author
JasmineChzI
Description
PhotoG is a generative AI tool designed by AID Lab, revolutionizing e-commerce marketing by creating realistic product visualizations and marketing materials.
Popularity
Points 1
Comments 0
What is this product?
PhotoG is an AI-powered marketing tool that generates marketing images, videos, 3D models, and copy for e-commerce businesses.
How to use it?
Users input a product image and a natural language prompt. PhotoG then generates marketing materials. It also provides editing capabilities for images and videos.
Product Core Function
· Generates marketing images, promotional videos, and 3D models.
· Creates compelling copy, optimized product detail pages, titles, descriptions, and SEO-friendly content.
· Offers AI-powered editing for images and videos.
· Features both Free-mode and Precise-mode for easy integration and refinement.
Product Usage Case
· Creating marketing materials for furniture retail.
· Generating visuals for fashion products.
· Producing content for jewelry brands.
· Developing marketing assets for home accessories.
55
BuzzwordLearner

Author
jurajstefanic
Description
A daily learning tool that turns tech buzzwords into an engaging learning experience.
Popularity
Points 1
Comments 0
What is this product?
BuzzwordLearner is a daily learning tool designed to explain tech buzzwords in an accessible and engaging way.
How to use it?
Each day, BuzzwordLearner presents a new tech buzzword. Users can explore the definition, context, and usage of the word through interactive content.
Product Core Function
· Daily Buzzword delivery
· Detailed explanations
· Contextual examples
· Interactive learning elements (potentially)
Product Usage Case
· Understanding new technologies
· Improving tech vocabulary
· Staying up-to-date with industry trends
· Preparing for tech-related interviews
56
Automated AI-Powered Daily News Podcast

Author
eschnou
Description
An AI-driven workflow that autonomously collects, summarizes, and produces a daily podcast based on top Hacker News stories.
Popularity
Points 1
Comments 0
What is this product?
A fully automated system that generates a 3-minute podcast summarizing the most popular stories from Hacker News daily, without human intervention.
How to use it?
The system runs automatically. It collects data, summarizes the articles, and generates the podcast episode without requiring any user input.
Product Core Function
· Daily collection of top Hacker News stories.
· Full content reading of news articles.
· News brief preparation.
· Podcast episode generation using Wonderpod.
Product Usage Case
· Generating a concise daily news update for tech enthusiasts.
· Providing a quick overview of trending topics in the tech industry.
· Automating the news summarization process.
57
ProxyNet

Author
riddhesh24
Description
A proxy network for market research, ad verification, and automation tasks, offering residential, mobile, and datacenter proxies.
Popularity
Points 1
Comments 0
What is this product?
ProxyNet is a network of proxies providing residential, mobile, and datacenter IP addresses for tasks like market research, ad verification, and automation.
How to use it?
You can integrate ProxyNet's proxies into your applications and scripts. Configuration details and usage instructions are provided on their platform. You can select the type of proxy (residential, mobile, or datacenter) based on your needs.
Product Core Function
· Residential Proxies: Access a pool of over 10M+ IPs from real users for browsing like a local.
· Mobile Proxies: Designed for app testing and mobile ad verification.
· Datacenter Proxies: Cost-effective solution for data scraping and market research.
· Support for various automation tasks.
· Ad verification capabilities.
Product Usage Case
· Market research: Scraping data from different geographic locations.
· Ad verification: Ensuring ads are displayed correctly across different devices and locations.
· App testing: Testing mobile applications on various networks.
· Automation tasks: Automating web interactions.
58
Simon

Author
bahmann
Description
A web-based system monitor with built-in alerts and Docker insights, designed to be lightweight and easy to deploy.
Popularity
Points 1
Comments 0
What is this product?
Simon is a system monitor that tracks system metrics, monitors Docker containers, and sends alerts. It's accessible via a web-based UI.
How to use it?
Deploy the single binary. Access the web UI via your browser to monitor system resources and configure alerts.
Product Core Function
· Web-based UI for monitoring
· System monitoring (CPU, memory, disk, network)
· Docker container metrics monitoring
· Alerting based on resource usage thresholds
Product Usage Case
· Monitoring server resource usage in real-time
· Tracking Docker container performance
· Receiving alerts when resources exceed predefined limits
59
Xferro

Author
tsbebek
Description
A Git client designed to automatically back up your code and commit changes as you work, especially helpful when experimenting with AI-generated code suggestions.
Popularity
Points 1
Comments 0
What is this product?
Xferro is a Git client that automatically creates backup branches and commits your changes as you work, ensuring a complete history of your development process.
How to use it?
Xferro runs in the background, automatically creating backup branches and committing your changes to them whenever you make modifications to your code. This preserves a history of your code, including changes made while experimenting with AI tools.
Product Core Function
· Automatic backup branch creation
· Automatic commit of changes
· Remote push of backup branches
· Complete history of the development process
Product Usage Case
· Experimenting with AI-generated code suggestions without losing previous work.
· Tracking code changes made during the development process.
· Recovering code lost due to accidental overwrites or errors.
60
Used Jeans WebStore

Author
brycemartin04
Description
A custom eBay wrapper to display eBay listings on a personal website, aiming to improve SEO and marketing.
Popularity
Points 1
Comments 0
What is this product?
It's a web application that allows users to showcase their eBay listings on their own websites.
How to use it?
Users integrate the wrapper into their personal websites to display eBay listings, enhancing SEO and marketing efforts.
Product Core Function
· Displays eBay listings on a personal website
· Improves website SEO
· Potential for custom checkout integration (future)
· Avoidance of eBay fees (future)
Product Usage Case
· Showcasing eBay store listings on a personal website
· Driving organic traffic through SEO
· Marketing and promotion of eBay products
61
AIHubMatrix

Author
cescanue
Description
A tool for controlling fine-grained conversation context with any LLM.
Popularity
Points 1
Comments 0
What is this product?
AIHubMatrix allows users to manage and manipulate the context of their conversations with any Large Language Model (LLM), enabling more control and precision.
How to use it?
Users likely interact with AIHubMatrix through a web interface or API. They can define and adjust conversation contexts, potentially adding rules, examples, or data to guide the LLM's responses.
Product Core Function
· Context Management: Allows users to define and modify conversation contexts.
· LLM Integration: Works with various LLMs.
· Fine-grained Control: Provides detailed control over the conversation flow.
· Potential for Customization: Allows users to add rules, examples or other data to influence the LLM's outputs.
Product Usage Case
· Improving the accuracy and relevance of LLM responses in specific domains.
· Creating consistent and personalized chatbot experiences.
· Guiding LLMs to follow specific instructions or styles.
· Building complex conversational applications with predictable results.
62
Mutation Testing for Code Security

url
Author
coderinsan
Description
A demonstration of how mutation testing can effectively detect vulnerabilities in code generated by tools like Cursor.
Popularity
Points 1
Comments 0
What is this product?
A security solution that utilizes mutation testing to identify weaknesses and potential exploits in code, particularly code generated by AI-powered tools.
How to use it?
The product likely integrates with code generation platforms (e.g., Cursor) and automatically runs mutation tests to identify vulnerable code segments. Users would then review the test results and address the identified vulnerabilities.
Product Core Function
· Automated vulnerability detection through mutation testing
· Integration with code generation tools
· Reporting and analysis of identified vulnerabilities
· Suggesting remediation strategies
Product Usage Case
· Protecting code generated by AI models from malicious instructions or server compromise.
· Securing applications developed using AI-assisted coding tools.
· Improving the overall security posture of software projects.
63
VGGT-Based Camera Calibration

Author
pablovelagomez
Description
A system utilizing the Visual Geometry Grounded Transformer (VGGT) for automatic camera calibration, improving accuracy and inference speed for multi-view inputs.
Popularity
Points 1
Comments 0
What is this product?
This product is a camera calibration system that leverages VGGT to generate reliable camera parameters from sparse multi-view inputs, suitable for applications like robot training and 3D reconstruction.
How to use it?
The system takes multi-view images as input and, using VGGT, automatically calibrates the cameras. The provided code integrates VGGT for camera calibration, allowing users to implement and test the calibration process.
Product Core Function
· Automatic camera calibration
· Improved accuracy compared to previous methods
· Faster inference speed
· Generation of reliable camera parameters
· Integration with the Rerun visualization tool
Product Usage Case
· Calibrating cameras for robot training
· Generating multi-view depth maps and point clouds
· 3D reconstruction from multiple camera inputs
· Creating datasets from egocentric and exocentric perspectives
64
AI/SaaS Directory

Author
josh_hustler
Description
A free directory for AI and SaaS products.
Popularity
Points 1
Comments 0
What is this product?
A free online directory that lists various AI and SaaS (Software as a Service) products.
How to use it?
Browse the directory to discover different AI and SaaS tools. Users can search by keyword or category to find relevant products.
Product Core Function
· Categorized listing of AI and SaaS products
· Search functionality
· Free to use
Product Usage Case
· Finding an AI-powered customer service chatbot
· Discovering a SaaS project management tool
· Researching AI-based image editing software
65
Algebraic Structure Toolkit

Author
LordRatte
Description
A toolkit and dataset for encoding and visualizing Abstract Algebra structures.
Popularity
Points 1
Comments 0
What is this product?
The Algebraic Structure Toolkit is a project designed to encode and visualize Abstract Algebra structures, providing a more accessible way for researching and cataloging these structures.
How to use it?
The toolkit can be used to visualize and explore Abstract Algebra structures. It functions as both a code library and a dataset, allowing users to explore and analyze algebraic concepts.
Product Core Function
· Encoding Abstract Algebra structures
· Visualizing Abstract Algebra structures
· Serving as a reference resource
· Providing a teaching tool
· Allowing research and cataloging of Abstract Algebra
Product Usage Case
· Exploring group theory concepts through visualization.
· Analyzing the properties of different algebraic structures.
· Using the dataset for research in Abstract Algebra.
· Teaching Abstract Algebra concepts with interactive visualizations.
66
Fasteejs

Author
pouchlabs
Description
An open-source web application framework designed for the edge, offering a fast and efficient alternative to Honojs for building REST and real-time APIs.
Popularity
Points 1
Comments 0
What is this product?
Fasteejs is an open-source web application framework. It allows developers to quickly build web applications, especially REST and real-time APIs, and it is optimized for edge computing environments.
How to use it?
Fasteejs can be used by installing it in your project and then building REST and Realtime APIs. It runs on Javascript runtimes such as Bun, Node.js, Deno, and workers.
Product Core Function
· Fast performance
· Supports various Javascript runtimes (Bun, Node.js, Deno, Workers)
· Build REST and real-time APIs
· Open-source and community-driven
Product Usage Case
· Building scalable REST APIs for web applications
· Creating real-time applications using WebSockets
· Developing edge functions for content delivery networks (CDNs)
· Building serverless applications
67
Open Source Contribution Tutorial

Author
sayyidsajad
Description
A hands-on tutorial for learning how to contribute to open-source projects.
Popularity
Points 1
Comments 0
What is this product?
This is a tutorial designed to guide users through the process of contributing to open-source projects.
How to use it?
The tutorial provides step-by-step instructions and practical examples to help users understand the contribution workflow, including forking repositories, making changes, submitting pull requests, and interacting with maintainers.
Product Core Function
· Guide for setting up the development environment.
· Explanation of Git and GitHub workflows.
· Instructions on forking and cloning repositories.
· Guidance on making and submitting changes.
· Tips on communicating with project maintainers.
· Advice on best practices for open source contribution.
Product Usage Case
· Contributing to documentation updates.
· Fixing minor bugs in open-source projects.
· Adding new features to existing projects.
· Helping to improve code quality by suggesting code reviews.
· Supporting project communities via feedback and issue resolution.
68
Rxxxt

Author
leopf
Description
A server-side rendered, reactive web application framework in Python with WebSocket support.
Popularity
Points 1
Comments 0
What is this product?
Rxxxt is a Python framework for building web applications. It allows you to define your application logic on the server-side and leverages WebSockets for real-time updates.
How to use it?
You define your web application components using Python code. Rxxxt handles the server-side rendering and WebSocket communication. Consult the provided examples for detailed usage.
Product Core Function
· Server-side rendering
· Reactive components
· WebSocket support for real-time updates
· Python-based development
Product Usage Case
· Building interactive dashboards
· Creating real-time chat applications
· Developing web applications with live data feeds
· Server-side rendered web applications
69
JIT.dev Multi-Model Chat

url
Author
spotus
Description
A platform for comparing and interacting with multiple AI models, including Gemini, Qwen, OpenAI, Claude, and DeepSeek, all in one place.
Popularity
Points 1
Comments 0
What is this product?
JIT.dev is a free multi-model chat platform that allows users to compare the responses and coding capabilities of various AI models like Gemini, Qwen, OpenAI, Claude, and DeepSeek.
How to use it?
Users can access the platform to chat with multiple AI models simultaneously. They can input prompts and compare the outputs from different models side-by-side.
Product Core Function
· Multi-model AI Chat
· Comparison of AI Model Responses
· Side-by-side Code Generation Comparison
· Integration with various AI models (Gemini, Qwen, OpenAI, Claude, DeepSeek, etc.)
Product Usage Case
· Comparing code generation between Gemini and DeepSeek.
· Evaluating different AI models' responses to the same prompt.
· Understanding the strengths and weaknesses of different AI models.
70
TicketSidekick

Author
justinzollars
Description
An AI platform designed to automate and streamline the handling of support tickets and incidents for engineering teams.
Popularity
Points 1
Comments 0
What is this product?
TicketSidekick is an AI platform that automates the incident lifecycle, including alert correlation, ticket categorization, routing, and resolution.
How to use it?
TicketSidekick integrates with existing tools like Zendesk, ServiceNow, Jira, and various monitoring platforms. It uses ML to ingest, correlate, and filter alerts, and auto-categorizes and routes incidents. It also resolves common issues and generates responses for FAQs.
Product Core Function
· Complete Triage Automation: Uses ML to ingest, correlate, and filter alerts, eliminating false positives
· Intelligent Incident Routing: Auto-categorizes and routes incidents to the right teams
· AI-Powered Resolution: Automatically resolves common issues and generates responses for FAQs
· Deep Analytics: Provides actionable insights on support operations and system health
Product Usage Case
· Reducing average response time by 45%
· Decreasing ticket resolution time by 40%
71
OptionSignals

Author
musiic703
Description
A support and resistance app based on option data.
Popularity
Points 1
Comments 0
What is this product?
OptionSignals is a web application that utilizes option data to identify potential support and resistance levels for financial assets.
How to use it?
Users can input a stock ticker to view visualized support and resistance levels derived from option activity data.
Product Core Function
· Real-time data analysis of option chains
· Identification of potential support and resistance levels
· Visual representation of data through charts
· User-friendly interface for easy navigation
Product Usage Case
· Identifying potential entry and exit points for stock trades
· Confirming existing support and resistance levels identified through other methods
· Gaining insights into market sentiment based on option activity
72
MeetingLens

Author
hamzaam98
Description
An AI-powered tool that automates B2B sales meeting preparation by generating concise meeting briefs.
Popularity
Points 1
Comments 0
What is this product?
MeetingLens is a tool that helps sales representatives prepare for B2B meetings by automatically gathering information about the attendee and their company, and generating a meeting brief.
How to use it?
Log in, enter the attendee's name and company, and MeetingLens will generate a meeting brief within a minute.
Product Core Function
· Automated data gathering from public sources
· AI-powered brief generation
· Role context identification
· Company intel summary
· Recent activity analysis
· Tailored discovery questions generation
Product Usage Case
· Preparing for a sales meeting with a potential client
· Understanding a buyer's role and responsibilities
· Identifying recent company activities to tailor the sales pitch
· Generating relevant questions to build trust and credibility
73
MCP WebDAV Server

Author
anderslaub
Description
A server that enables CRUD operations on files via WebDAV using Model Context Protocol (MCP). It allows models to interact with filesystems, potentially creating websites automatically.
Popularity
Points 1
Comments 0
What is this product?
The MCP WebDAV Server is a server application that allows models to perform Create, Read, Update, and Delete (CRUD) operations on files using the WebDAV protocol and the Model Context Protocol (MCP).
How to use it?
The server can be used by configuring it within a compatible application (like Claude Desktop). Once configured, the application can use the server to manage files, upload, download, and modify content on the filesystem through the WebDAV interface.
Product Core Function
· File creation, reading, updating, and deletion (CRUD)
· WebDAV protocol support
· Model Context Protocol (MCP) integration
· Authentication (basic)
· Connection pooling for improved performance
· Potentially automatic website creation (future)
· Integration with AI models like Claude
Product Usage Case
· Allowing AI models to create, edit, and manage files.
· Enabling AI to generate and manage website content.
· Facilitating file sharing and collaboration with AI assistance.
· Using AI to back up and manage files through WebDAV.