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Show HN Today: Top Developer Projects Showcase for 2025-04-22
SagaSu777 2025-04-23
Explore the hottest developer projects on Show HN for 2025-04-22. Dive into innovative tech, AI applications, and exciting new inventions!
Summary of Today’s Content
Trend Insights
The current trend highlights the increasing integration of AI, particularly LLMs, into various applications. Open-source projects are prominent, enabling developers to build upon and customize existing AI tools. There's a strong focus on real-time interactions, multimodal data processing (images, PDFs), and efficient development workflows. Edge computing devices are being leveraged to create more accessible and cost-effective AI solutions. The rise of AI agents and improved productivity is also visible.
Today's Hottest Product
Name
Realtime AI Speech Companion on ESP32
Highlight
Open-sourced project turning ESP32-S3 into a real-time AI speech companion using OpenAI, Arduino, and a full-stack web interface for instant responses to custom AI characters.
Popular Category
AI
Open Source
Development Tools
Productivity
Popular Keyword
AI
OpenAI
LLM
GitHub
WebSockets
ESP32
PDF
Image
Agent
API
Tool
Technology Trends
AI-driven development
Edge computing with ESP32
Real-time AI speech-to-speech
OpenAI API integration
WebSockets for real-time communication
Multimodal RAG pipelines
Local LLM
AI Agents
Open Source LLM tools
Cloud-based development
Project Category Distribution
AI and Machine Learning (45%)
Development Tools (25%)
Productivity and Utilities (20%)
Other (10%)
Today's Hot Product List
| Ranking | Product Name | Likes | Comments |
|---|---|---|---|
| 1 | AI Speech Companion | 142 | 66 |
| 2 | Morphik | 165 | 35 |
| 3 | Rowboat | 127 | 44 |
| 4 | Dosidicus | 61 | 14 |
| 5 | MemoTTL Gem | 46 | 24 |
| 6 | Durable Python Workflows | 56 | 9 |
| 7 | Readly | 27 | 13 |
| 8 | Trailmarks | 14 | 8 |
| 9 | PagePal | 14 | 3 |
| 10 | Linkeme.ai | 3 | 10 |
1
AI Speech Companion
Author
akadeb
Description
An open-source project that turns an ESP32-S3 into a real-time AI speech companion using OpenAI, Arduino, and Deno Edge Functions.
Popularity
Points 142
Comments 66
What is this product?
This project enables real-time speech-to-speech interaction with a custom AI character on an ESP32-S3 microcontroller.
How to use it?
By flashing the firmware onto an ESP32-S3, connecting it to a network, and accessing the web interface, users can talk to their custom AI character and receive instant responses.
Product Core Function
· Real-time speech-to-speech conversion
· Integration with OpenAI's Realtime API
· Secure WebSockets (WSS) communication
· Use of Deno Edge Functions for low latency
· Full-stack web interface for interaction
· Custom AI character creation
Product Usage Case
· Creating a personal AI assistant that responds in real-time.
· Developing interactive voice-based applications on a microcontroller.
· Building a speech-enabled toy or device with AI capabilities.
2
Morphik
Author
Adityav369
Description
Morphik is an open-source Retrieval-Augmented Generation (RAG) system designed to understand documents, including PDFs with images and diagrams, by leveraging multimodal retrieval and knowledge graphs.
Popularity
Points 165
Comments 35
What is this product?
Morphik is an open-source RAG system that enhances LLMs' ability to answer questions from documents containing images and diagrams by employing multimodal retrieval and knowledge graphs.
How to use it?
Morphik can be used by providing documents (like PDFs) and posing queries. It uses multimodal embeddings to retrieve relevant pages, extracts information from both text and images, and builds a knowledge graph to answer complex questions across multiple documents. You can also explore a demonstration graph of Paul Graham's essays to see how it works.
Product Core Function
· Multimodal Retrieval: Uses embeddings to capture layout, typography, and visual context from document pages (treated as images).
· Knowledge Graph: Tags entities in text and images, normalizes synonyms, infers relations, and stitches everything into a graph for cross-document querying.
· Persistent KV Caching: Stores intermediate key-value states from transformer attention layers for faster repeated queries and longer context windows.
· Open Source: Available under the MIT Expat license for community use and contribution.
Product Usage Case
· Answering complex questions from research papers and instruction manuals containing images and diagrams.
· Retrieving specific tables and plots from pharmaceutical reports.
· Querying a knowledge graph built from Paul Graham's essays.
3
Rowboat
Author
segmenta
Description
An AI-assisted IDE for building and managing multi-agent systems, enabling collaboration, tool integration, and iterative improvement through a chat-based copilot.
Popularity
Points 127
Comments 44
What is this product?
Rowboat is an open-source IDE designed for creating, testing, and deploying multi-agent systems. It allows developers to build collaborative AI agents with tools and improve them over time.
How to use it?
Users start by creating individual agents, then scale up to teams of agents. They use a chat-based copilot to write and edit agent instructions (prompts), integrate tools via MCP servers or webhooks, test agents in a playground, and integrate the systems into their applications via API or SDK.
Product Core Function
· AI-assisted IDE for multi-agent systems
· Chat-based copilot for agent instruction creation and editing
· Tool integration via MCP servers and webhooks
· Real-time testing and debugging in a playground
· Integration via HTTP API and Python SDK
· Code-like approach to agent instructions
Product Usage Case
· Building user-facing chatbots
· Developing enterprise workflows
· Creating employee assistants
· Optimizing travel assistance with specialized agents
4
Dosidicus
Author
vicioussquid
Description
A digital pet powered by a simple neural network.
Popularity
Points 61
Comments 14
What is this product?
Dosidicus is a digital pet that interacts with you, learning and evolving through a simple neural network.
How to use it?
You interact with Dosidicus through various inputs, and it responds based on its learned experience. There are ways to feed it, play with it, and teach it new things. Further instructions can be found on the linked project page.
Product Core Function
· Digital pet interaction
· Neural network learning
· Simulated environment
· Simple feedback mechanisms
Product Usage Case
· Pet companionship
· Educational tool for understanding neural networks
· A fun and engaging digital companion.
5
MemoTTL Gem
Author
hp_hovercraft84
Description
A Ruby gem for memoization with TTL (Time-To-Live) and LRU (Least Recently Used) cache, designed for thread-safe operation.
Popularity
Points 46
Comments 24
What is this product?
MemoTTL is a Ruby gem that provides memoization capabilities, allowing you to cache the results of method calls for a specified duration (TTL) and manage cache size using LRU.
How to use it?
To use MemoTTL, you would integrate it into your Ruby application, utilizing the gem's functions to cache the outputs of methods. You'll specify a TTL value to control cache expiration and potentially configure LRU to manage cache size.
Product Core Function
· Memoization with TTL
· LRU cache management
· Thread-safe operation
· Ruby gem integration
Product Usage Case
· Caching the results of computationally intensive database queries
· Caching API responses
· Optimizing performance in Ruby on Rails applications
· Reducing load on external services by caching their results.
6
Durable Python Workflows
Author
itayd
Description
A system for building and running long-lived, stateful workflows in Python.
Popularity
Points 56
Comments 9
What is this product?
Durable Python Workflows allows developers to create workflows that can survive failures and resume execution from where they left off.
How to use it?
You can use the Durable Python Workflows library to define your workflow logic, track its state, and orchestrate the execution of tasks. It leverages a durable task queue to ensure reliability.
Product Core Function
· Workflow definition using Python code
· Automatic state management
· Fault tolerance and retry mechanisms
· Asynchronous task execution
· Workflow monitoring and debugging
Product Usage Case
· Complex data processing pipelines
· Automated business processes
· Long-running integrations
· Financial transactions with strict requirements
· Background jobs with high reliability needs
7
Readly
Author
alexSimpson96
Description
An app designed to help users read and learn languages by allowing them to look up words, create flashcards, and ask AI questions about text from images.
Popularity
Points 27
Comments 13
What is this product?
Readly is an application that allows users to take a picture of a text, load it into the app, and then look up words, create flashcards, and ask AI questions to aid in language learning.
How to use it?
Users take a picture of a text, load it into Readly, look up words, add them to flashcards (Anki-style), and ask AI questions about the text with a single tap. The app also offers listening functionality.
Product Core Function
· Image-to-text conversion
· Word lookup and translation
· Flashcard creation (Anki-style)
· AI question answering about the text
· Text-to-speech functionality
Product Usage Case
· Reading novels in a foreign language (e.g., The Three-Body Problem in Chinese)
· Reading textbooks
· Reading social media posts
· Reading research papers
8
Trailmarks
Author
matsxmats
Description
A browser-based travel game inspired by Carmen Sandiego and Backpacker, focusing on geography and quizzes.
Popularity
Points 14
Comments 8
What is this product?
Trailmarks is a browser-based travel game where players explore the world, solve puzzles, and learn about geography.
How to use it?
The game is played directly in your web browser. No login is required. Players navigate the world, complete quizzes, and engage with the game's mechanics.
Product Core Function
· Geography-based gameplay
· Quiz elements
· World exploration
· Retro game style
Product Usage Case
· Playing the game for free directly in your browser
· Testing the alpha version to provide feedback on gameplay, navigation, and desired features
9
PagePal
Author
ADHDan
Description
An eBook reader designed to help people with ADHD and/or poor memory follow and finish books.
Popularity
Points 14
Comments 3
What is this product?
PagePal is an eBook reader that provides instant, spoiler-free summaries, simplifies text, and offers a curated library to enhance the reading experience.
How to use it?
Use PagePal to read eBooks. It offers features like 'Last Page Recap,' 'Story So Far,' and character/story element summaries to help you keep track of the story. You can also use the app to simplify and explain tricky text or passages.
Product Core Function
· Instant, spoiler-free summaries (Last Page Recap, Story So Far, Character/Story Elements)
· Simplify and explain tricky text or passages
· Curated library of 100+ classic books
· Available on iOS & Android
Product Usage Case
· Helping users with ADHD stay engaged and finish books.
· Providing quick access to summaries to refresh memory.
· Simplifying complex passages for better comprehension.
10
Linkeme.ai
Author
buzzbyjool
Description
An AI SaaS for generating social media content for SMEs.
Popularity
Points 3
Comments 10
What is this product?
Linkeme.ai is an AI-powered SaaS platform designed to generate social media content.
How to use it?
The user provides input or specifications for the desired social media content, and the AI generates the content based on those inputs. The platform is designed for SMEs.
Product Core Function
· Generates social media content
· AI-powered content generation
· Targeted towards SMEs
Product Usage Case
· Generating content for social media platforms
· Accelerating content creation for SMEs
11
Self-taught Neural Network in C++
Author
muchlakshay
Description
A neural network implementation built from scratch in C++ by a 15-year-old, focusing on understanding the underlying math and logic without relying on frameworks.
Popularity
Points 8
Comments 2
What is this product?
A basic Multi-Layer Perceptron (MLP) neural network, implemented in C++ using only the Eigen library for linear algebra, showcasing a deep understanding of the underlying mathematics and principles of neural networks.
How to use it?
The product is a code implementation; users can study the code, understand the logic, and potentially modify or extend it for learning purposes. It supports different activation and loss functions, and is trained via mini-batch gradient descent.
Product Core Function
· Supports different activation functions
· Supports different loss functions
· Trained via mini-batch gradient descent
· Uses Eigen library for linear algebra
· Built from scratch (excluding Eigen)
Product Usage Case
· Learning how a Neural Network learns (the math)
· Understanding forward pass and backpropagation
· Converting mathematical concepts into code
· Building intelligent systems
12
Fullstack Go App Demo
Author
norbix
Description
A demonstration application showcasing full-stack development using Go, featuring Server-Side Rendering (SSR) frontend, REST API backend, and Dockerized setup.
Popularity
Points 10
Comments 0
What is this product?
This is a demo application built with Go, demonstrating full-stack development principles, including SSR frontend and REST API backend. It also includes Dockerized setup for easy deployment and Taskfile for automation.
How to use it?
The application is designed to be run using Docker Compose. Refer to the project's repository for detailed instructions on how to build, deploy, and interact with the application, including steps for frontend and backend interaction.
Product Core Function
· SSR frontend using Go templates
· REST API backend with modular design
· Dockerized setup for frontend, backend, and database (via Compose)
· Taskfile for automation of common tasks (build, run, etc.)
Product Usage Case
· Demonstrating clean architecture principles in a full-stack Go application.
· Providing a clear example of how to structure a Go project with separated frontend and backend components.
· Showcasing a minimal dependency approach for a full-stack application.
· Offering a practical example of using Docker for development and deployment.
13
YourAIScroll
Author
Jenqyang
Description
Effortlessly export chat history from multiple AI platforms.
Popularity
Points 3
Comments 5
What is this product?
YourAIScroll is a tool that allows users to easily export their chat history from various AI platforms.
How to use it?
Users can install YourAIScroll and use it to export their chat logs. The specific usage depends on the platform, but the tool streamlines the export process.
Product Core Function
· Easy chat history export
· Support for multiple AI platforms
· User-friendly interface
Product Usage Case
· Archiving chat conversations
· Analyzing chat data
· Sharing chat history with others
14
L-MM: Logical Mental Model for LLM Applications
Author
honorable_judge
Description
A structured mental model for building scalable, reliable, and safe agentic applications using LLMs, separating high-level agent logic from low-level platform capabilities.
Popularity
Points 6
Comments 2
What is this product?
The L-MM is a framework that helps in building LLM applications by separating high-level agent-specific logic from low-level platform capabilities, improving collaboration and reducing complexity.
How to use it?
The L-MM is a mental model. Developers use it to structure their agentic app development. It suggests how to separate different concerns, such as tools, routing, guardrails, and access to LLMs.
Product Core Function
· Tools and Environment: Integrate with external systems/APIs (e.g., OpenTable, Google Calendar).
· Role and Instructions: Define agent persona, responsibilities, and instructions.
· Routing: Coordinate tasks between agents.
· Guardrails: Ensure safety and compliance (e.g., content moderation).
· Access to LLMs: Provide robust access to multiple LLMs with retry and rate limiting.
· Observability: Provide system performance visibility with logging and metrics.
Product Usage Case
· Booking a table via OpenTable API.
· Scheduling calendar events via Google Calendar.
· Retrieving and updating data from CRM platforms like Salesforce.
· Utilizing payment gateways to complete transactions.
15
Resume Yay
url
Author
rrmdp
Description
An AI-powered resume builder that helps users create resumes and find jobs.
Popularity
Points 5
Comments 2
What is this product?
Resume Yay is a free AI resume builder that helps users create professional resumes and find relevant job opportunities.
How to use it?
Users can input their information, and Resume Yay will generate a resume. The platform also provides tools to search for jobs and apply.
Product Core Function
· AI-powered resume generation
· Job search functionality
· Resume customization options
· Free to use
Product Usage Case
· Creating a resume for a software engineer position
· Finding marketing jobs using the job search feature
· Customizing the resume template to match a specific company's brand
16
Happen
Author
riokid
Description
A minimal framework designed for coordinating AI agents and services in a clean and observable manner.
Popularity
Points 5
Comments 2
What is this product?
Happen is a framework that simplifies the orchestration of AI agents and services, avoiding complexities associated with other frameworks like LangChain, Autogen, and CrewAI.
How to use it?
Happen's usage involves defining workflows and connecting AI agents and services. Detailed examples are available in the provided links within the original data.
Product Core Function
· Coordination of AI agents
· Clean and observable operations
· Minimalistic design for simplicity
· Avoidance of YAML spaghetti
Product Usage Case
· Examples of use cases are available in the provided examples.
17
CryptoRates.io
Author
madjidbr
Description
A minimalist website providing real-time cryptocurrency rates without any distractions or fluff.
Popularity
Points 2
Comments 4
What is this product?
It is a simple tool to track real-time crypto rates.
How to use it?
Open the website in a tab and glance at it throughout the day, or use it as a lightweight reference.
Product Core Function
· Displays real-time cryptocurrency rates.
· Provides a clean and simple view of top coins.
· Offers a distraction-free experience (no ads, popups, or login walls).
Product Usage Case
· Keeping open in a tab for quick price checks.
· Using as a lightweight reference when building crypto-related projects.
18
WAF Rule Copier
Author
mmarian
Description
A tool for efficiently copying Cloudflare WAF rules across multiple domains.
Popularity
Points 5
Comments 1
What is this product?
A tool designed to replicate Cloudflare Web Application Firewall (WAF) rules across numerous domains simultaneously.
How to use it?
Users input their Cloudflare API keys and domain details, then specify the rules to be copied. The tool then automatically propagates these rules to the selected domains.
Product Core Function
· Bulk WAF rule copying
· Cross-domain rule replication
· Cloudflare API integration
Product Usage Case
· Securing multiple websites with consistent WAF configurations
· Rapid deployment of security policies across a portfolio of domains
· Maintaining uniform security settings for web applications.
19
TableTennis
Author
gurgeous
Description
A Ruby gem for creating and displaying stylish tables in the terminal.
Popularity
Points 5
Comments 1
What is this product?
TableTennis is a Ruby library that allows developers to generate and render formatted tables directly within their terminal applications.
How to use it?
Install the gem using 'gem install table_tennis', then use the provided methods to create table structures and populate them with data. Finally, render the table to the terminal.
Product Core Function
· Table creation and structuring
· Data population within tables
· Customization of table styles and formatting
· Terminal rendering of tables
Product Usage Case
· Displaying data in command-line tools
· Presenting information in Ruby scripts
· Creating readable reports in terminal environments
· Visualizing data output for various applications.
20
JSONXMLKit
Author
makertoo
Description
A browser-based toolkit for formatting JSON/XML and decoding Base64 data.
Popularity
Points 2
Comments 4
What is this product?
JSONXMLKit is a client-side web application providing tools to format JSON and XML, search data using JSONPath and XPath, and encode/decode Base64 files.
How to use it?
Simply open the web application in your browser. You can paste your JSON or XML data, format it, and use the search functions. For Base64 operations, upload or select files.
Product Core Function
· JSON formatter
· XML formatter
· JSONPath search
· XPath search
· Base64 encoder/decoder (for files like images and PDFs)
Product Usage Case
· Formatting and validating JSON data received from an API.
· Formatting and validating XML data.
· Extracting specific data from complex JSON or XML structures using JSONPath or XPath.
· Encoding images or other files into Base64 for data transmission.
· Decoding Base64 encoded data to access the original file.
21
JotSense
Author
cabrel_douanla
Description
An AI-powered note-taking agent that automatically captures insights from various sources.
Popularity
Points 3
Comments 3
What is this product?
JotSense is an AI-driven note-taking tool designed to extract and organize information from videos, meetings, documents, web pages, emails, and databases.
How to use it?
Users can integrate JotSense with various platforms like Zoom, Google Meet, Gmail, and more. The tool automatically captures notes, transcribes meetings, and provides an AI assistant for chat, search, and organization.
Product Core Function
· Cross-platform automated note-taking
· AI assistant for chat, search, and organization
· Real-time transcription of meetings and calls
· Integration with various platforms (Zoom, Google Meet, Gmail, etc.)
· Reminders to revisit notes
Product Usage Case
· Taking notes from online videos
· Capturing insights from virtual meetings
· Organizing information from documents and web pages
· Managing notes from emails
· Extracting information from databases
22
Phended
Author
fathermarz
Description
A cybersecurity education platform designed for small businesses and non-technical users, offering free tools, guides, and a chatbot assistant.
Popularity
Points 5
Comments 0
What is this product?
Phended is a cybersecurity education website providing accessible knowledge and resources for individuals and businesses, especially those without extensive technical expertise.
How to use it?
Users can access free tools, guides, and checklists. A chatbot assistant named Dave helps answer questions. Future plans include an LMS for structured learning and a self-serve phishing simulation tool.
Product Core Function
· Free tools and resources
· Guides and checklists
· Chatbot assistant (Dave)
· Actionable guides and incident playbooks (planned)
· LMS for structured learning (planned)
· Self-serve phishing simulation tool (potentially)
Product Usage Case
· Small businesses seeking to improve their cybersecurity posture.
· Non-technical users wanting to understand cybersecurity basics and best practices.
· Individuals looking for actionable guidance on incident response.
23
Docai
Author
fabienfr
Description
A tool that automates project documentation from Jira, generating clean and structured documentation automatically.
Popularity
Points 5
Comments 0
What is this product?
Docai is a tool that reads your Jira releases and automatically generates project documentation. It builds an incremental feature tree, supports multiple languages, and allows for editing and PDF export.
How to use it?
Docai reads your Jira releases and generates documentation based on versions/releases. You can then edit the generated documentation and export it as a PDF. It syncs with Jira, so there's no need to copy and paste.
Product Core Function
· Generates documentation from Jira tickets (based on versions/releases)
· Builds an incremental feature tree to follow the evolution of your product
· Multi-language support (English, French, Spanish, German, etc.)
· Editable tree and textual docs
· PDF export for sharing
· Syncs with Jira
Product Usage Case
· Documenting software releases
· Tracking feature evolution over time
· Sharing project documentation with stakeholders outside the organization
· Maintaining up-to-date documentation without manual effort.
24
Costco Cart Tracker
Author
shariexyz
Description
A tool to track your cart total while shopping at Costco.
Popularity
Points 4
Comments 1
What is this product?
A web application that allows users to monitor their spending as they shop at Costco.
How to use it?
Users can input the prices of items they add to their cart, and the application will automatically calculate the total cost.
Product Core Function
· Real-time cart total calculation.
· User-friendly price input.
· Potential for item price database.
Product Usage Case
· Budgeting while shopping.
· Avoiding overspending.
· Easily managing purchases.
25
A2A Verification Agent
Author
madhavanmalolan
Description
An asynchronous agent that verifies user credentials and updates context via push notifications.
Popularity
Points 5
Comments 0
What is this product?
This is a system that facilitates the verification of information provided by a user. It sends a verification link, and updates the context of the requesting party upon successful verification.
How to use it?
A user initiates verification. The agent determines the appropriate verification link and sends it to the user. Upon user completion of verification, the requesting party's context is updated with the verification status.
Product Core Function
· Asynchronous verification link generation and sending
· User credential verification
· Context update via push notification upon verification completion
Product Usage Case
· Verifying employment history of a candidate for a recruiter.
· Confirming information provided by a user in a registration process.
· Verifying user data for a specific transaction or process.
26
TimeCardCalc
Author
atharvtathe
Description
A time card calculator for calculating work hours.
Popularity
Points 3
Comments 2
What is this product?
TimeCardCalc is a time card calculator that allows users to calculate their work hours.
How to use it?
Users input their work start and end times, and TimeCardCalc automatically calculates the total hours worked.
Product Core Function
· Calculate total work hours
· Easy input of start and end times
Product Usage Case
· Calculating hours for hourly employees
· Tracking work time for freelancers
27
Grapheteria
Author
Beubax
Description
A framework for building agentic workflows with a focus on code-first development and visual debugging.
Popularity
Points 4
Comments 1
What is this product?
Grapheteria is a library for building agentic workflows. It allows users to design clean, composable graphs where each node and edge has a clear purpose. Users can edit in code and see the changes in the UI instantly or vice versa.
How to use it?
Users build workflows by defining nodes and edges in code. The UI provides a visual representation of the workflow, aiding in debugging and understanding. Workflows can be deployed and modified dynamically.
Product Core Function
· Code-first development
· Visual debugging
· Supports any data type between nodes
· Dynamic workflow modification
· Zero abstraction tax
Product Usage Case
· Building agentic workflows
· Multi-agent orchestration
· Asynchronous task execution
· Designing state machines for complex systems
28
Proton
Author
philzhan
Description
A GitHub app that automatically addresses PR review comments by suggesting code changes and creating new pull requests.
Popularity
Points 5
Comments 0
What is this product?
Proton is a GitHub application designed to automate code fixes based on PR review comments. It analyzes the comments and suggests code changes to address them, creating a new PR for review and merging.
How to use it?
Install Proton on your GitHub repository. It listens to your PR review comments and suggests code changes based on the feedback. Review and merge the new PR created by Proton.
Product Core Function
· Listens to PR review comments
· Suggests code changes to address comments
· Creates a new PR with suggested fixes
· Handles cross-file changes
· Provides full repo context
Product Usage Case
· Extracting code into separate components based on review feedback.
· Applying consistent patterns across multiple files based on review comments.
29
Room Transformer
Author
paulcn
Description
A tool that allows you to transform the look of your room with a single click.
Popularity
Points 2
Comments 2
What is this product?
It's a tool designed to instantly change the aesthetics of a room.
How to use it?
Users likely upload an image of their room and then use the tool to apply different design styles or modifications.
Product Core Function
· Room image processing
· Design style application
· One-click transformation
· User interface for style selection
Product Usage Case
· Redecorating a living room
· Trying out different bedroom designs
· Experimenting with various office layouts
30
MA Weight Tracker
Author
eddguzzo
Description
A minimal weight tracker that smooths your weight trend.
Popularity
Points 3
Comments 1
What is this product?
MA Weight is a simple weight tracking application designed to smooth your weight data, providing a clearer picture of your weight trends.
How to use it?
Users input their weight data regularly. The application then calculates a moving average to smooth out the daily fluctuations and display a more stable trend.
Product Core Function
· Weight data input
· Moving average calculation
· Trend visualization
Product Usage Case
· Tracking weight loss progress
· Monitoring weight gain during muscle building
· Identifying long-term weight trends
31
SEOfolio
Author
ivanramos
Description
A portfolio platform for SEO professionals to showcase projects, track results, and share their work.
Popularity
Points 3
Comments 1
What is this product?
SEOfolio is a dedicated portfolio platform designed specifically for SEO professionals to centralize their projects, display client traffic growth, document strategies, and share results.
How to use it?
Users can create a portfolio, add SEO projects, input data, and track client traffic growth. The platform provides a single link to share during client pitches.
Product Core Function
· Centralized portfolio of SEO projects
· Auto-updating visualizations of client traffic growth
· Documentation of SEO strategies and results
· Single link for sharing portfolios
Product Usage Case
· Showcasing client project results
· Tracking traffic growth over time
· Sharing portfolio during client pitches
32
Photo Editor with Python (WASM)
Author
olokobayusuf
Description
A web-based image editor that utilizes WebAssembly (WASM) compiled from Python for fast image processing, including contrast adjustment.
Popularity
Points 3
Comments 1
What is this product?
This product is a web-based image editor that uses WebAssembly compiled from Python to perform image processing operations, such as contrast adjustment, with high performance.
How to use it?
The image editor has a user interface (similar to Lightroom). Users can upload images, apply contrast adjustments (and potentially other image processing features), and the WASM-compiled Python code will perform the processing.
Product Core Function
· Image uploading
· Contrast adjustment using PyTorch compiled to WASM
· Fast image processing via vectorized 128-bit WASM intrinsics
Product Usage Case
· Applying contrast adjustments to images within a web browser.
· Demonstrating the performance benefits of WASM for image processing tasks.
· Showcasing the use of Python (and libraries like PyTorch) in a web environment.
33
AGX: AI-Powered Blockchain Analytics
url
Author
didierfranc
Description
An open analytics platform for blockchain data, providing instant access to decoded events and calls via SQL, enhanced by AI features.
Popularity
Points 4
Comments 0
What is this product?
AGX is an AI-powered analytics platform designed for blockchain data analysis, offering real-time data querying and AI assistance for users.
How to use it?
Users can query on-chain data using natural language to generate SQL queries. The platform provides instant access to decoded events and calls. Users can also utilize AI assistance for building charts and analyzing data.
Product Core Function
· Real-time EVM data access (Ethereum, Arbitrum, Polygon, etc.)
· Natural language to SQL conversion
· Instant access to decoded events/calls/state
· AI-assisted chart building
· SQL query support
Product Usage Case
· Analyzing on-chain transactions and patterns
· Building high-performance charts for data visualization
· Querying and understanding decoded blockchain data
34
AIGr.id
Author
nvrstl
Description
A decentralized platform for building, sharing, and running AI systems in a collaborative and open manner.
Popularity
Points 4
Comments 0
What is this product?
AIGr.id is a polycentric network that allows users to produce, remix, operate, distribute, and consume AI systems in a decentralized and collaborative ecosystem, similar to how the internet functions.
How to use it?
Developers can use shared protocols, primitives, and templates within OpenOS.AI to compose AI systems (models, agents, workflows) and plug them into running grids, which can be public, private, federated, or permissionless. Users can join the testnet to experiment with the platform.
Product Core Function
· Decentralized AI infrastructure
· Modular AI system composition
· Open protocols for AI coordination
· Distributed AI operating system (OpenOS.AI)
· Support for various grid types (public, private, federated, permissionless)
· Governance and economic policy tools for AI systems
Product Usage Case
· Building and running AI systems on decentralized infrastructure.
· Creating collaborative AI models and agents.
· Developing AI applications with shared protocols and templates.
· Establishing sovereign AI grids with unique values and rules.
· Facilitating interoperability between different AI systems and grids.
35
ViralShortsCreator
Author
easyfree
Description
A tool to help you turn your ideas into engaging short videos that go viral.
Popularity
Points 2
Comments 2
What is this product?
It's a platform designed to simplify the process of creating short-form video content for platforms like TikTok, Instagram Reels, and YouTube Shorts.
How to use it?
You provide your idea or concept, and the platform helps you craft a script, source visuals, and edit the video. It offers templates, AI-powered suggestions, and editing tools to streamline the process.
Product Core Function
· Script Generation based on input ideas
· Visual Content Sourcing (stock footage, images)
· AI-powered Video Editing suggestions
· Template library for various video styles
· Easy export to popular short-form video platforms
Product Usage Case
· Turning blog posts into engaging video summaries.
· Creating short educational videos from complex topics.
· Producing quick promotional videos for products or services.
· Generating viral challenges and trends based on provided themes.
· Transforming user-generated content into polished shorts.
36
Hippo Protocol
Author
hyunhum
Description
A blockchain-based platform empowering healthcare data sovereignty.
Popularity
Points 3
Comments 0
What is this product?
Hippo Protocol is a platform that utilizes blockchain technology to secure and give individuals control over their healthcare data.
How to use it?
Users interact with the platform to manage and control access to their healthcare information. The platform likely involves secure data storage, access control mechanisms, and potentially tools for sharing data with authorized parties.
Product Core Function
· Secure Data Storage
· Access Control Management
· Data Sharing Capabilities
· Blockchain-based Security
· Auditable Data Trails
Product Usage Case
· Securely storing personal medical records.
· Granting controlled access to healthcare providers.
· Facilitating data sharing for research purposes (with user consent).
· Providing a tamper-proof audit trail of data access and modifications.
37
Proposal Pro
Author
cranberryturkey
Description
A tool to help you win more proposals with less effort.
Popularity
Points 2
Comments 1
What is this product?
Proposal Pro is a tool designed to streamline the proposal creation process, allowing users to generate winning proposals more efficiently.
How to use it?
Currently, this tool is free to use. Details on how to use the tool are not available in the provided information.
Product Core Function
· Streamline proposal creation
· Potentially offer templates or guidance (speculative)
· Reduce the effort required to create proposals
Product Usage Case
· Individuals or businesses looking to submit proposals to potential clients.
· Users who want to save time and effort in creating proposals.
· Those seeking to increase their chances of winning proposals.
38
Tabswish
Author
kanishkdan98
Description
A Chrome extension for effortless tab switching.
Popularity
Points 3
Comments 0
What is this product?
Tabswish is a Chrome extension designed to quickly switch between recently used tabs.
How to use it?
Use Cmd/Ctrl+Shift+Comma to cycle forward and Cmd/Ctrl+Shift+Period to cycle backward through your tabs. The extension intelligently orders tabs based on recent usage.
Product Core Function
· Quick tab switching using keyboard shortcuts.
· Smart ordering of tabs based on recent use.
· Efficient and user-friendly interface.
Product Usage Case
· Quickly navigate between tabs while researching multiple topics.
· Easily switch between coding files.
· Efficiently manage tabs during online meetings and presentations.
39
AI-Powered Frontend Bridge
Author
AleLuppi
Description
A tool for developers to easily integrate AI functions into their frontend applications.
Popularity
Points 3
Comments 0
What is this product?
It's a frontend API that allows developers to trigger JavaScript functions from Generative AI models within their web applications.
How to use it?
The API can be integrated into any JavaScript/TypeScript framework (Vue, React, Svelte, Vanilla JS). Developers can use it to connect their frontend code with AI functionalities.
Product Core Function
· Connects frontend applications with Generative AI models
· Triggers JavaScript functions based on AI outputs
· Works with various JS/TS frameworks
Product Usage Case
· Adding AI-powered features to Vue, React, or Svelte applications.
· Using AI to enhance user interaction and application logic.
· Triggering specific JS functions based on AI analysis of user input.
40
LLM-Powered Logo Maker
Author
manicagency
Description
A logo maker built and designed using Large Language Models (LLMs).
Popularity
Points 3
Comments 0
What is this product?
It's a tool that generates logos using the power of LLMs.
How to use it?
The specifics of usage are not described in the given information. It likely involves interacting with an interface, potentially providing text prompts or parameters to generate a logo.
Product Core Function
· Logo generation based on user input (likely text prompts)
· Potentially iterative design improvements.
· LLM-driven design and functionality.
Product Usage Case
· Creating functional apps quickly (e.g., image compression, file renaming).
· Rapid prototyping and experimentation in app development.
41
FurniMapper
Author
shapmeans
Description
An AI-powered tool to visualize furniture layout in different apartment floor plans.
Popularity
Points 3
Comments 0
What is this product?
FurniMapper is a tool that helps users visualize how their furniture will fit into different apartments by using AI to generate layouts on floor plans.
How to use it?
Users can input their furniture dimensions and apartment floor plan, and the tool will generate potential layout options. The user can then make adjustments as needed.
Product Core Function
· AI-powered furniture layout generation
· Visualization of furniture in floor plans
· Customization of furniture dimensions and floor plan
· Easy to use interface
Product Usage Case
· Visualizing furniture placement during a move
· Planning apartment layouts
· Experimenting with different furniture arrangements
42
CodeAnt AI
Author
Amartya_jha
Description
An AI-powered code reviewer designed to automate and improve code review quality and speed.
Popularity
Points 3
Comments 0
What is this product?
CodeAnt AI is an AI-driven code review tool that analyzes code changes, understands dependencies, and identifies potential issues related to code quality, security, and infrastructure before code merges.
How to use it?
Users add their repositories to CodeAnt AI. When a pull request is created, the tool analyzes the code changes, providing automated feedback and suggestions.
Product Core Function
· Repository Indexing and Graph Building (ASTs, dependency mapping)
· Pull Request Analysis (diff detection, context gathering)
· Code Quality Analysis (duplicate code, dead code, complexity)
· Security and Infrastructure Context (IaC security checks, cloud misconfiguration scanning, vulnerability monitoring)
Product Usage Case
· Faster code reviews (50%+ speed increase reported)
· Identification of deeper and more actionable problems earlier
· Automated code quality checks within PRs
· Infrastructure and cloud context integration into PRs
43
AI Sales Gym
Author
bsayanthan
Description
An AI-powered platform for inside-sales teams to practice sales demos and receive feedback.
Popularity
Points 2
Comments 1
What is this product?
An AI-driven platform that simulates sales scenarios, allowing sales professionals to practice their demos and receive coaching.
How to use it?
Users can start a video call with an AI buyer, share slides, and practice handling objections. The AI scores the conversation and provides a coaching card.
Product Core Function
· AI-powered sales simulations
· Video call integration
· Screen sharing capabilities
· Objection handling practice
· AI-driven scoring and feedback
Product Usage Case
· Sales reps practicing product demos
· Sales teams training on objection handling
· Individuals improving their sales skills
44
Image Router
Author
dawe35
Description
A unified interface for accessing multiple image generation models, offering a single API to effortlessly switch between different image models.
Popularity
Points 3
Comments 0
What is this product?
Image Router is a tool that provides a single API and interface to access multiple image generation models.
How to use it?
Users can access various image generation models through a unified interface. Generated images are not stored on the server and must be downloaded by the user.
Product Core Function
· Unified API for image generation models
· Access to multiple image generation models (currently 27)
· Effortless switching between different image models
· Free access to some image generation models
Product Usage Case
· Generating images using various AI models through a single platform.
· Experimenting with different image generation styles and outputs.
· Comparing results from different image models easily.
45
FitQuest
Author
Blaineboyden
Description
A gamified fitness app designed to keep users engaged and motivated.
Popularity
Points 2
Comments 1
What is this product?
FitQuest is a fitness app that uses game mechanics to make workouts more fun and less likely to be abandoned.
How to use it?
Users create a profile, choose a workout plan, and earn points and rewards by completing exercises and challenges. They can track their progress, compete with friends, and unlock new content.
Product Core Function
· Workout Tracking
· Gamified Challenges
· Social Features
· Progress Visualization
· Reward System
Product Usage Case
· Users struggling to stay consistent with their fitness goals.
· Individuals seeking a more engaging workout experience.
· People who enjoy competition and social interaction within fitness.
46
Unstruct.AI
Author
kishore-jalleda
Description
Unstruct.AI transforms text into interactive podcasts with customizable speakers.
Popularity
Points 2
Comments 1
What is this product?
Unstruct.AI is a platform that converts any text content into an interactive podcast format. It utilizes AI to generate conversations featuring customizable speakers, allowing users to 'cast' recognizable personalities to discuss the content.
How to use it?
To use Unstruct.AI, you upload your content and images, the AI generates the conversation, map visuals to segments, customize your speakers, and then share or embed the podcast.
Product Core Function
· Text-to-podcast conversion
· Customizable speakers (personalities)
· AI-generated conversations
· Visual mapping to audio segments
· Content sharing and embedding
Product Usage Case
· Converting blog posts into podcasts
· Creating audio versions of articles
· Generating discussions featuring specific individuals (e.g., tech leaders)
· Enhancing content engagement through interactive audio
47
HDRify
Author
tloten
Description
Easily create HDR emojis and memes to brighten your Slack channels.
Popularity
Points 2
Comments 1
What is this product?
HDRify is a tool that allows users to create HDR (High Dynamic Range) emojis and memes.
How to use it?
Users can access HDRify.com to generate HDR emojis. It's designed to be easy to use, especially for those less technically inclined.
Product Core Function
· Generates HDR emojis
· Enhances visuals for HDR-supported screens
· Integrates with platforms like Slack
Product Usage Case
· Creating visually striking emojis for communication.
· Making memes with enhanced dynamic range.
· Improving the visual experience in chat platforms.
48
Accelerated Cloud Storage
Author
acstorage
Description
High-performance, globally available object storage accessible via an S3 compatible SDK, compliant with SOC-2 standards.
Popularity
Points 3
Comments 0
What is this product?
Accelerated Cloud Storage (ACS) is a cloud-based object storage solution designed for performance, global availability, and security. It provides a reliable platform for storing and retrieving data.
How to use it?
You can access ACS using an S3-compatible SDK. This allows you to easily integrate ACS into your existing applications and workflows for storing and retrieving data.
Product Core Function
· High-performance object storage
· Globally available data access
· SOC-2 compliant security
· S3-compatible SDK support
Product Usage Case
· Storing and serving large media files
· Backing up and archiving critical data
· Building data lakes for analytics
· Providing content delivery network (CDN) capabilities
49
OCSF Mapper
Author
pinkfluffymochi
Description
An AI-powered application for transforming security logs into the OCSF standard format.
Popularity
Points 2
Comments 1
What is this product?
OCSF Mapper is an application that uses AI to automatically map and transform security logs from various sources into the Open Cybersecurity Schema Framework (OCSF) standard.
How to use it?
Users upload their security logs. The application uses AI to analyze the logs, identify relevant fields, and map them to the corresponding OCSF schema elements. The transformed logs are then available for download or integration with other security tools.
Product Core Function
· AI-powered log analysis and field mapping
· Support for various security log formats
· Transformation to OCSF standard
· User-friendly interface for uploading and managing logs
· Integration options for downstream tools
Product Usage Case
· Simplifying security incident investigation by normalizing log data.
· Enabling cross-tool interoperability by using a common data format.
· Improving threat detection by streamlining data analysis processes.
· Reducing the time and effort required for security log analysis and management.
50
RadPod
Author
somerandomness
Description
An AI system allowing users to chat with and extract information from over 3000 accepted papers from the ICLR 2025 machine learning conference.
Popularity
Points 3
Comments 0
What is this product?
RadPod is an agentic AI that enables users to interact with and query a vast database of machine learning research papers from the ICLR conference.
How to use it?
Users can pose questions to RadPod in natural language. For example, users can ask it to find papers based on author affiliation, architecture, or author. RadPod will then provide relevant papers based on the query.
Product Core Function
· Search and retrieval of papers based on various criteria (e.g., author, affiliation, topic)
· Summarization of paper content
· Comparative analysis of different research papers
· Support for complex queries over a large corpus of documents
· Reasoning over 90M tokens of context
Product Usage Case
· Finding papers with multiple authors affiliated with OpenAI.
· Identifying papers proposing alternatives to the Transformer architecture in LLMs.
· Providing an overview of spotlight or oral papers authored by Yann LeCun.
51
AirDisk Pro
Author
phospine
Description
A file manager and wireless photo transfer application for Android devices.
Popularity
Points 2
Comments 1
What is this product?
AirDisk Pro is a mobile application that allows users to manage files on their Android devices and transfer photos wirelessly.
How to use it?
Users can install the app on their Android device. They can then use the file manager to browse, organize, and manage files. The wireless photo transfer feature allows users to transfer photos to/from a computer or other devices via Wi-Fi.
Product Core Function
· File management (browsing, organizing, deleting, etc.)
· Wireless photo transfer
· File sharing
Product Usage Case
· Transferring photos from an Android phone to a computer without a USB cable.
· Organizing files on an Android tablet.
· Sharing files with other devices on a local network.
52
Picker Wheel Pro
Author
rioarifando
Description
A flexible, web-based spinner wheel for random decisions, giveaways, and activities, with weighted options and AI-powered list generation.
Popularity
Points 2
Comments 0
What is this product?
Picker Wheel Pro is a web-based spinner wheel that allows users to create and customize wheels for various purposes, including random decisions, giveaways, and educational activities.
How to use it?
Users can create a wheel by adding options, assigning weights, customizing colors and sounds, and then spinning the wheel to get a random result. The app saves settings and options in the browser's local storage.
Product Core Function
· Weighted Options: Assign weights to options to control their probability.
· AI List Generation: Generate option lists using a prompt (powered by GPT-4o-mini).
· Customization: Change colors, sounds, add images, and customize the title and description.
· Results Tracking: Log spin results with timestamps and win counts.
· CSV Import/Export: Manage larger option lists easily.
· No Sign-up: Free and saves settings directly in your browser.
Product Usage Case
· Making random decisions.
· Conducting giveaways and raffles.
· Classroom activities and educational games.
· Breaking choice paralysis.
53
Links
Author
mikebrockman
Description
An AI-powered math tutor that analyzes handwritten work in real-time and provides personalized guidance.
Popularity
Points 1
Comments 1
What is this product?
Links is a digital blackboard and AI assistant designed to help students learn math by analyzing their handwritten solutions and providing targeted feedback.
How to use it?
Students write math problems directly on the screen. The AI parses the handwriting, analyzes the solution approach, identifies struggles, and offers personalized hints.
Product Core Function
· Handwriting recognition
· Solution analysis
· Personalized hints and guidance
· Focus on foundational math skills (addition, subtraction, multiplication, division)
Product Usage Case
· Helping students understand mathematical concepts rather than just memorizing.
· Providing real-time feedback on student's handwritten work.
54
Resumable.io
Author
madjidbr
Description
A free, privacy-focused resume builder with ATS-friendly templates, requiring no account and storing data locally in your browser.
Popularity
Points 2
Comments 0
What is this product?
Resumable.io is a web-based resume builder that allows users to create and download professional resumes for free, without requiring an account or storing user data on a server. It focuses on user privacy and ATS compatibility.
How to use it?
Users can access Resumable.io directly in their browser. They can then select a template, input their information, and customize their resume. Finally, they can download the resume as a PDF file.
Product Core Function
· Free to use
· No account required
· Privacy-focused (data stored locally)
· ATS-friendly templates
· PDF export with page breaks
· Modern and clean templates
Product Usage Case
· Creating resumes for job applications.
· Updating resumes for career changes.
· Generating resumes quickly and easily.
55
CreateMVP.app
Author
rohitghumare
Description
An open-source tool that generates Minimum Viable Product (MVP) specifications using LLMs.
Popularity
Points 2
Comments 0
What is this product?
CreateMVP.app is a platform that helps developers quickly create MVP specifications, including technical specs, architecture diagrams, user flow diagrams, and task breakdowns.
How to use it?
Users can provide a brief requirement description or upload a PDF. The platform then uses AI to generate a complete implementation bundle.
Product Core Function
· AI Plan Generator (Generates implementation bundles)
· Multimodel Chat Console (Chat with various LLMs)
· AI Tool Comparison Hub (Curated list of AI tools)
· MCP Servers & Rule Packs (One-click server endpoints and IDE rules)
· Open-source PRD Creator (Self-hostable codebase)
Product Usage Case
· Generating technical specifications for a new software product.
· Creating user flow diagrams for a mobile application.
· Breaking down tasks for a development project.
· Comparing different AI tools for a specific use case.
56
MinesweeperPro
Author
bluelegacy
Description
A multiplayer Minesweeper game with live games, scoring system, and multiple playing speeds.
Popularity
Points 2
Comments 0
What is this product?
MinesweeperPro is a multiplayer online version of the classic Minesweeper game.
How to use it?
Users can join live games, clear the board by flagging mines and clicking safe squares. The scoring system tracks correct and incorrect actions. Choose from Casual, Intermediate, or Lightning speeds.
Product Core Function
· Multiplayer Live Games
· Scoring System (rewards and penalties)
· Three Playing Speeds (Casual, Intermediate, Lightning)
Product Usage Case
· Play against friends in real-time.
· Compete for high scores.
· Practice and improve Minesweeper skills at different speeds.
57
AI-Powered Short Video Maker
Author
gyoridavid
Description
A platform for generating short videos using text-to-speech, captions, background videos, and music, accessible via REST and MCP endpoints.
Popularity
Points 2
Comments 0
What is this product?
A service that creates short, narrated videos automatically using AI and various media elements.
How to use it?
The product is used by providing text input to the API endpoints. The system then generates a video based on the text, including TTS, captions, background video, and music.
Product Core Function
· Text-to-Speech (TTS)
· Automated Caption Generation
· Background Video Integration
· Music Integration
· REST and MCP Endpoint Access
· Integration with AI Agents and Automation Tools (e.g., n8n)
Product Usage Case
· Creating narrated stories
· Generating educational content
· Automated video creation for marketing or social media
58
CloudCoding SDK
Author
sean_
Description
An SDK for AI coding that allows users to automate coding tasks, deploy AI coders to the cloud, and run long-running tasks without waiting.
Popularity
Points 2
Comments 0
What is this product?
CloudCoding SDK is a software development kit that allows developers to integrate AI coding capabilities into their workflows, enabling them to automate tasks, work remotely, and utilize powerful AI models.
How to use it?
The SDK is used by importing the necessary modules and initializing an agent. Users can then define coding tasks, specify models, and manage files. The SDK handles the execution and provides results, including diffs and cost information. It also supports cloud deployment for remote access and execution.
Product Core Function
· Automated coding tasks
· Integration with AI coders
· Cloud deployment for remote access
· Support for various AI models
· File management and modification
· Two-model workflow (planning and editing)
· Cost tracking
· Architect mode for detailed control
Product Usage Case
· Coding from a phone or browser.
· Automating prompting and information gathering.
· Generating auto-documentation.
59
Chunk
Author
dudleyspence
Description
A lightweight macOS menubar app for time blocking your day and staying focused.
Popularity
Points 2
Comments 0
What is this product?
Chunk is a macOS menubar application designed to help users manage their day visually through time blocking, without complex setups or distractions.
How to use it?
Install the app and customize your tasks. The app displays a live countdown in the menubar and provides gentle notifications. Users can save tasks as favorites and templates.
Product Core Function
· Live countdown in the menubar
· Customizable tasks
· Save tasks to favorites
· Save multiple tasks as templates
· Gentle notifications for time blocks
· Minimal UI for focused productivity
Product Usage Case
· Users who want to visually manage their day.
· People who use time blocking or productivity tools regularly.
· Individuals seeking a distraction-free approach to time management.
60
Concept Trails
Author
nathan-irl
Description
A visual AI research exploration aiming to replace chatbots with concept trails.
Popularity
Points 2
Comments 0
What is this product?
Concept Trails is a research project that leverages visual AI to navigate and explore information, potentially replacing traditional chatbots with a more intuitive, visually-driven interface.
How to use it?
Users interact with Concept Trails by exploring visual representations of information, such as interconnected concepts and trails, rather than through text-based conversations. The specific interaction method depends on the implementation, but it involves navigating and interacting with visual elements to discover information.
Product Core Function
· Visual AI-driven exploration of information
· Concept mapping and trail creation
· Intuitive visual interface for knowledge discovery
· Replacement for traditional chatbot interaction
Product Usage Case
· Navigating complex research papers visually.
· Exploring a vast knowledge base in a more engaging way.
· Discovering connections between different concepts and ideas.
· Gaining insights from information presented in a visual format.
61
Idea to App WebApp
Author
rohitghumare
Description
A platform for rapidly building Minimum Viable Products (MVPs) using AI tools.
Popularity
Points 2
Comments 0
What is this product?
A web application that helps users build MVPs with the assistance of AI, providing tools for brainstorming, comparing AI tools, and accessing implementation plans.
How to use it?
Users can brainstorm ideas using the AI Chat feature, compare AI development tools, and generate implementation plans to create their MVP.
Product Core Function
· AI Chat for brainstorming and feedback
· AI Tool Comparison for informed decision-making
· Generation of implementation plans
· Access to MCP (Meta Cognetic Programming) servers and rules
Product Usage Case
· Rapid prototyping of web applications
· Streamlining the MVP development process
· Comparing AI tools for specific project needs
· Leveraging AI for idea refinement and validation
62
MailCursor
Author
doruletzz
Description
An email enhancement tool with features like categorization, auto-drafting, LLM-powered text editing, and task creation.
Popularity
Points 2
Comments 0
What is this product?
MailCursor is a productivity tool designed to enhance your email experience by providing features such as intelligent categorization, automated drafting, and LLM-based text editing.
How to use it?
Currently, the details of how to use the tool are still in early development, but the core functions include the ability to categorize emails, generate drafts automatically, edit and add text to emails using LLMs, and create tasks directly from email content.
Product Core Function
· Email Categorization
· Auto-Drafting using LLMs
· LLM-powered Text Editing/Addition
· Auto Task Creation from Email
Product Usage Case
· Organizing emails more efficiently
· Quickly drafting responses to emails
· Improving email content using LLMs
· Generating tasks automatically from email content
63
CurrentAI News
Author
ponderingfish
Description
A minimalist AI news aggregator that provides clustered AI news stories in a single static HTML page.
Popularity
Points 2
Comments 0
What is this product?
CurrentAI News is a static HTML page that automatically updates with clustered AI news stories, aggregating content from various AI and tech sources.
How to use it?
Simply visit the website. The news is automatically aggregated and displayed. No accounts or interaction is needed.
Product Core Function
· Scraping AI/tech news sources
· Filtering for AI-specific content using NLP with BERT embeddings
· Clustering related stories using hierarchical clustering
· Generating cluster titles and summaries using ChatGPT API
· Serving as a static HTML page
· Providing lightweight analytics
Product Usage Case
· Staying informed about the latest AI developments without having to visit multiple sources.
· Quickly grasping the key topics in AI news through summarized clusters.
64
SpecToMCP
Author
willsaar
Description
Generates Model Context Protocol (MCP) servers from OpenAPI/Swagger specifications for AI assistant API integration.
Popularity
Points 2
Comments 0
What is this product?
SpecToMCP is a tool that converts OpenAPI/Swagger API specifications into MCP servers, enabling AI assistants to interact with APIs in a controlled and structured manner.
How to use it?
You provide an OpenAPI/Swagger specification. SpecToMCP generates a TypeScript file containing the MCP server code, which you can then use locally.
Product Core Function
· Generates MCP servers from API specifications.
· Supports OpenAPI/Swagger specifications.
· Generates code in TypeScript.
· Provides control over API interaction for AI assistants.
· Generates code locally in the browser.
Product Usage Case
· Integrating APIs with AI assistants like Claude and Cursor.
· Providing structured access to APIs for AI-driven applications.
· Controlling the way an AI interacts with a set of APIs.
· Rapid prototyping of AI API interactions.
65
IntelliQ
Author
rickyraveanu
Description
An AI-powered quiz platform that allows users to create, play, and share quizzes, including real-time multiplayer and PDF upload features.
Popularity
Points 2
Comments 0
What is this product?
IntelliQ is an AI-powered quiz platform that enables users to generate, play, and share quizzes. It offers features like real-time multiplayer, PDF upload for quiz creation, and the ability to organize and bookmark quiz collections.
How to use it?
Users can create quizzes from scratch or generate them using AI. They can play solo or with friends in real-time multiplayer mode. Users can also upload PDFs to convert them into quizzes, bookmark quizzes and organize quiz collections.
Product Core Function
· AI-powered quiz generation
· Real-time multiplayer quizzes
· PDF upload to create quizzes
· Quiz bookmarking and organization
· Randomized surprise quizzes
Product Usage Case
· Creating quizzes on any topic.
· Playing quizzes with friends in real-time.
· Turning documents (e.g., PDFs) into quizzes.
· Organizing and saving quiz collections.
· Enjoying surprise quizzes.
66
StoryPup
Author
averma1988
Description
StoryPup is an AI-powered application designed to create personalized stories for children, allowing users to generate unique tales and record their own narration.
Popularity
Points 2
Comments 0
What is this product?
StoryPup is a mobile application that uses artificial intelligence to generate custom children's stories. It enables users to personalize these stories and record their own voices to bring the tales to life.
How to use it?
To use StoryPup, users typically input details to personalize the story. The AI then generates a unique story based on the input. Users can then record their voices for narration and share the finished story with their children.
Product Core Function
· AI-powered story generation
· Personalized story customization
· Voice recording for narration
· User-friendly interface for children's stories
· Sharing and saving stories
Product Usage Case
· Creating bedtime stories with personalized characters and settings.
· Generating educational stories tailored to a child's interests.
· Making interactive storytelling sessions.
· Creating personalized gifts for children.
· Engaging children in creative and immersive storytelling experiences.
67
Brandflows
Author
Alex_xuzj
Description
A platform connecting independent brands with creative stores for real-world collaborations such as pop-ups and in-store activations.
Popularity
Points 2
Comments 0
What is this product?
Brandflows is a platform that helps independent brands find retail spaces for collaborations like pop-ups and co-branding, and helps stores discover unique brands for hosting pop-ups and activations.
How to use it?
Brands can showcase themselves and find retail spaces. Stores can discover brands to host pop-ups.
Product Core Function
· Brand showcasing
· Retail space discovery
· Collaboration platform
· Pop-up management
Product Usage Case
· Brands hosting pop-up shops in retail stores.
· Co-branding collaborations between brands and stores.
· In-store activations to attract customers.
68
PromiseTracker
Author
jmacd
Description
A real-time tracking application that extracts and analyzes political promises made by candidates in the Canadian election.
Popularity
Points 2
Comments 0
What is this product?
It's an application that parses transcripts of political appearances to extract promises, groups similar promises, and generates a timeline showing how each promise evolves over time.
How to use it?
The application automatically updates data nightly. Users can view the timeline of promises made by candidates. The raw data is also available for download.
Product Core Function
· Extracts promises from political transcripts.
· Tracks promises with timestamped links.
· Groups similar promises using semantic analysis.
· Generates a timeline of promise evolution.
· Provides nightly data updates.
Product Usage Case
· Tracking and comparing promises made by different political candidates during the Canadian election.
· Analyzing the evolution of specific policy promises over time.
· Providing users with access to timestamped evidence of political statements.
69
PromptChainGPT
Author
superduper5551
Description
A tool that adds prompt chaining functionality to ChatGPT, allowing for more complex and dynamic interactions.
Popularity
Points 2
Comments 0
What is this product?
PromptChainGPT enhances ChatGPT by enabling a sequence of prompts to be linked together, facilitating more sophisticated and multi-step conversations.
How to use it?
You can utilize PromptChainGPT by defining a series of prompts in a specific order. The output of one prompt automatically becomes the input for the next, creating a chain of interactions within ChatGPT.
Product Core Function
· Prompt chaining for ChatGPT
· Sequential prompt execution
· Improved conversation flow
Product Usage Case
· Creating complex role-playing scenarios.
· Automating multi-step research tasks.
· Building interactive tutorials.
· Generating creative content through a series of refined prompts.
70
AstroBlog Starter
Author
skeptrune
Description
A minimal static blog template built with AstroJS and styled with PicoCSS.
Popularity
Points 2
Comments 0
What is this product?
AstroBlog Starter is a template for creating static blogs using AstroJS, a modern static site generator. It provides a clean and lightweight design using PicoCSS for styling.
How to use it?
To use AstroBlog Starter, you would typically clone the template from its repository. You would then customize the content (posts, pages, etc.) and configuration files to fit your needs. Finally, you would build the static site using AstroJS and deploy the generated output to a hosting provider.
Product Core Function
· Static site generation
· Markdown support for content creation
· Clean and responsive design with PicoCSS
· Easy customization
· Fast performance
Product Usage Case
· Personal blogs
· Small business websites with a blog section
· Documentation sites
· Portfolio websites with a blog
71
HN Summary
Author
mychaelangelo
Description
AI-powered tool that generates summaries of Hacker News stories and comment threads.
Popularity
Points 2
Comments 0
What is this product?
HN Summary is a tool that provides concise, AI-generated summaries of top Hacker News stories and their comment threads, making it easier and faster to stay informed about the discussions.
How to use it?
Users can access the app to view summaries of the top 10 stories, updated twice daily. They can also request custom summaries of any Hacker News thread.
Product Core Function
· AI-generated summaries of Hacker News stories
· Summaries of comment threads
· Daily updates of top stories
· Custom summary requests
Product Usage Case
· Quickly understanding the main points of long Hacker News threads.
· Staying updated on top stories without reading every comment.
· Saving time and effort when following discussions on Hacker News.
72
Drafter
Author
hotrod46
Description
An online WYSIWYG Markdown editor that saves directly to your GitHub repository.
Popularity
Points 1
Comments 1
What is this product?
Drafter is a web-based Markdown editor offering a What You See Is What You Get (WYSIWYG) interface. It allows users to create and edit Markdown documents and store them in their GitHub repositories.
How to use it?
To use Drafter, simply navigate to the website, start typing in the editor to create or edit your Markdown content. Drafter provides a real-time preview. Once you're satisfied, connect your GitHub account and save your changes to a specified repository.
Product Core Function
· WYSIWYG Markdown Editing
· Real-time Preview
· GitHub Integration (Save to Repo)
· Online and Accessible
Product Usage Case
· Writing and managing documentation on GitHub.
· Creating and updating README files.
· Collaborating on Markdown documents within a team, leveraging GitHub's version control.
73
Reactylon XR
Author
simonedev_
Description
A React framework designed for building XR (Extended Reality) experiences.
Popularity
Points 1
Comments 1
What is this product?
Reactylon is a framework that simplifies the development of XR applications using React.
How to use it?
You use Reactylon by leveraging its components and APIs to build XR user interfaces and interactions within a React development environment.
Product Core Function
· XR-specific React components
· Simplified scene management
· Integration with XR hardware
· Optimized for performance in XR environments
Product Usage Case
· Creating interactive VR experiences.
· Developing AR applications for mobile devices.
· Building immersive XR training simulations.
· Designing XR-based product visualizations.
74
Progress Counter
Author
kirillzubovsky
Description
A simple tool to count and track your coding progress, providing insights into files changed, lines inserted, and lines deleted.
Popularity
Points 2
Comments 0
What is this product?
It's a local tool that helps developers track their coding progress by counting the number of files changed, lines inserted, and lines deleted over a specified period.
How to use it?
Simply copy the provided file and save it locally. The tool then calculates and displays your progress metrics.
Product Core Function
· Counts total files changed
· Counts total lines inserted
· Counts total lines deleted
· Provides a daily/weekly/monthly progress overview
Product Usage Case
· Tracking personal coding productivity.
· Monitoring project progress.
· Motivating developers by visualizing their work.
75
Best MCP List
Author
jmcbca04
Description
A platform to discover and vote for the best MCPs (Master Control Programs).
Popularity
Points 2
Comments 0
What is this product?
Best MCP List is a community-driven platform where users can find, evaluate, and upvote Master Control Programs.
How to use it?
Users can browse the list of MCPs, read descriptions, and vote on the ones they find most valuable. They can also contribute by suggesting new MCPs.
Product Core Function
· Listing and displaying MCPs
· User voting and ranking
· MCP description and information
· Community-driven platform for MCP discovery
Product Usage Case
· Finding top-rated MCPs for specific needs.
· Comparing different MCPs based on user votes.
· Discovering new and emerging MCPs.
· Contributing to the community by sharing and voting on MCPs.
76
Figma AI UX Reviewer
Author
mscarim
Description
An AI-powered tool that provides UX critiques directly within Figma.
Popularity
Points 2
Comments 0
What is this product?
It is an AI-powered plugin for Figma that analyzes and provides feedback on user interface (UI) and user experience (UX) designs.
How to use it?
Install the plugin in Figma, select a design element or frame, and run the AI critique. The plugin will then provide feedback and suggestions.
Product Core Function
· AI-powered UX critiques
· Directly integrated into Figma
· Provides feedback on UI/UX design elements
Product Usage Case
· Designers seeking feedback on their UI/UX designs.
· Teams wanting to improve the usability of their designs.
77
Fullwindcss v4
Author
totololo
Description
A tool to add color shades to Tailwind CSS v4 using CSS variables, especially useful for dark mode designs.
Popularity
Points 1
Comments 0
What is this product?
Fullwindcss v4 is a tool that extends Tailwind CSS v4 by allowing users to easily generate and manage color shades using CSS variables.
How to use it?
Copy and paste the generated CSS variables into your project. Use the provided functions to generate color shades based on your needs.
Product Core Function
· Generates CSS variables for color shades.
· Facilitates dark mode designs.
· Offers more predictable colors than with transparency.
· Provides a free, open-source function for color shade generation.
Product Usage Case
· Dark mode implementation in web projects.
· Creating consistent color palettes in design systems.
· Quickly generating color variations for different UI elements.
· Streamlining color management in Tailwind CSS projects.
78
InvoiceAI
Author
jozinko
Description
An AI-powered data extraction tool designed to automate invoice and bill data entry and organization for business owners.
Popularity
Points 1
Comments 0
What is this product?
InvoiceAI is a tool that uses AI to automatically extract data from invoices and bills, and organizes transactions based on user-defined preferences.
How to use it?
Users upload their invoices and bills to InvoiceAI. The AI extracts the relevant data. Users can set up rules in plain English to auto-assign transactions to folders or categories. The extracted data can be exported or used for further analysis.
Product Core Function
· Automated data extraction from invoices and bills
· AI-powered transaction categorization
· Customizable rule-based organization
· Data export and integration options
Product Usage Case
· Automating expense tracking for small businesses
· Simplifying financial reporting
· Reducing manual data entry for accounting professionals
79
Hapstack
Author
robgreen
Description
A free browser extension providing a 6-month historical view of your team's SaaS usage.
Popularity
Points 1
Comments 0
What is this product?
Hapstack is a free browser extension that provides a 6-month historical lookback into your team’s SaaS usage.
How to use it?
Install the extension on Google Workspace. It will automatically track your team's SaaS usage.
Product Core Function
· Tracks SaaS tool usage
· Identifies who is using which tools
· Shows when tools are being used
· Alerts you of new tools being used for the first time
Product Usage Case
· Monitor your team's SaaS tool adoption.
· Identify underutilized or unnecessary SaaS subscriptions.
· Gain insights into team workflow and tool preferences.
80
Whale Rider
Author
araldhafeeri
Description
A free, local-first AI platform designed to unlock the power of local LLMs, creating its own goals, subgoals, and tools on the fly.
Popularity
Points 1
Comments 0
What is this product?
Whale Rider is a completely free, local AI platform that enables users to utilize local Large Language Models (LLMs) effectively by dynamically creating goals and utilizing tools.
How to use it?
The platform runs entirely locally. Users can integrate and utilize local LLMs to generate and achieve goals. The specifics of usage can be found on the GitHub repository and demo video provided.
Product Core Function
· Local LLM Integration
· Dynamic Goal Creation
· Dynamic Tool Utilization
· Performance Optimization (especially with larger parameter models)
· Local-first operation
Product Usage Case
· Building AI agents that can autonomously define and pursue goals.
· Utilizing local LLMs without the high costs associated with cloud-based services.
· Achieving significant performance gains with larger parameter LLMs (e.g., 32B models).
81
Local AI Media Enhancer
Author
mofu_dev
Description
A desktop application that uses AI to enhance photos, videos, and scanned PDFs locally on your computer.
Popularity
Points 1
Comments 0
What is this product?
It's a desktop application that uses AI models to upscale, denoise, and restore media files like photos, videos, and PDFs without needing an internet connection.
How to use it?
Install the application on your Windows computer, load your media files, and apply the AI enhancement features. No uploading or internet connection is needed.
Product Core Function
· AI-powered upscaling
· Denoising of images and videos
· Restoration of old or compressed media
· Local processing on your computer
Product Usage Case
· Enhancing old photos
· Improving the quality of compressed videos
· Cleaning up scanned PDF documents
82
Code2Podcast AI
Author
mkagenius
Description
An AI-powered tool that converts GitHub codebases into podcasts.
Popularity
Points 1
Comments 0
What is this product?
Code2Podcast AI is a service that transforms your GitHub repositories into audio podcasts, allowing you to listen to and understand code more effectively.
How to use it?
To use Code2Podcast AI, simply provide the URL of your GitHub repository. The AI will then analyze the code, generate a script, and create a podcast episode for you.
Product Core Function
· Codebase analysis
· Script generation
· Podcast episode creation
· GitHub integration
Product Usage Case
· Learning new codebases while commuting or exercising.
· Reviewing code changes hands-free.
· Helping visually impaired developers access code.
83
Cyckle
Author
vd2287
Description
A local graphical chatbot utility.
Popularity
Points 1
Comments 0
What is this product?
Cyckle is a graphical chatbot utility that runs locally, allowing users to create and interact with chatbots.
How to use it?
Users can use Cyckle by creating a local chatbot, configuring its behavior, and then interacting with it through a graphical interface.
Product Core Function
· Graphical chatbot interface
· Local execution
· Chatbot creation and configuration
Product Usage Case
· Creating a personal assistant chatbot.
· Building a chatbot for customer support.
· Developing a chatbot for educational purposes.
84
StratoVisor
Author
dfbeasleyjr
Description
An AI-powered strategy generator that creates tailored and compliance-driven roadmaps for AI and digital transformation.
Popularity
Points 1
Comments 0
What is this product?
StratoVisor is a tool designed to help businesses generate comprehensive and compliant AI and digital strategy roadmaps. It leverages AI and integrated LLMs to analyze business inputs and produce actionable strategies.
How to use it?
Users provide business inputs, select a compliance framework (e.g., GDPR, HIPAA, SOC2), and StratoVisor generates a tailored strategy and implementation roadmap. The tool is designed to be used by executives, IT leads, and consultants.
Product Core Function
· Compliance-framework integration
· Organization size-adjusted timelines
· System integration prioritization
· Technical expertise leveraging
· Size-appropriate governance models
Product Usage Case
· Generating AI transformation strategies for organizations.
· Creating digital transformation roadmaps that consider compliance regulations (GDPR, HIPAA, SOC2).
· Helping businesses of various sizes and technical expertise navigate AI and digital transformation.
85
AgileStoryGen
Author
kollabe
Description
A free AI-powered tool for quickly generating agile user stories.
Popularity
Points 1
Comments 0
What is this product?
AgileStoryGen is a free online tool that leverages artificial intelligence to help users generate user stories for agile projects.
How to use it?
Simply access the tool, input the necessary project details or requirements, and the AI will generate user stories. You can then refine and customize the generated stories as needed.
Product Core Function
· AI-powered user story generation
· Quick and easy story creation
· Free to use
· Helps with agile project management
Product Usage Case
· Generating user stories for a new software feature
· Creating user stories for a mobile app update
· Brainstorming user stories during a sprint planning meeting
· Quickly outlining user stories for a product backlog
86
ItsLaunched.com
Author
lakshikag
Description
A fair launch platform specifically designed for indie makers to get their products noticed without the need for a large network or marketing budget.
Popularity
Points 1
Comments 0
What is this product?
ItsLaunched.com is a platform that provides a fair and equal opportunity for indie makers to launch their products. It limits daily product launches to 10, promotes genuine user engagement, and offers features like DR backlinks and relaunch options.
How to use it?
Indie makers can submit their products for launch on ItsLaunched.com. Users can browse the daily launches, vote for products they like, and support the community. Products are featured on a first-come, first-serve basis.
Product Core Function
· Limited to 10 products per day.
· First-come, first-serve launch system.
· User voting system with 2 votes per day.
· Provides a DR backlink for each product.
· Allows for product relaunches.
· Offers user and top-3 product badges.
Product Usage Case
· Indie makers launching software tools.
· Developers launching SaaS products.
· Creators showcasing online courses.
· Entrepreneurs launching new digital products.