Model Context Chat
Alternatives
0 PH launches analyzed!
Model Context Chat
Web based chat to connect with your favorite MCPs
3
Problem
Users face fragmented access to multiple LLM providers, requiring manual setup and management of individual API integrations, leading to inefficiency and workflow disruption.
Solution
A web-based chat interface that unifies access to multiple LLM providers via OpenRouter’s API, enabling users to interact with various models through a single platform (e.g., ChatGPT, Claude, PaLM).
Customers
Developers and AI researchers working with multiple LLMs, startups needing cost-effective LLM integration, and businesses requiring scalable AI solutions.
Unique Features
Centralized chat interface for diverse LLMs, seamless integration via one API key, and real-time model switching without reconfiguration.
User Comments
Simplifies multi-LLM workflows
Intuitive interface reduces setup time
Cost-effective compared to individual provider subscriptions
Supports rapid prototyping
Limited customization for advanced use cases
Traction
Launched on ProductHunt, exact user/MRR data unspecified. OpenRouter, its backend, has 50k+ active users and $200k+ monthly API transactions (as per industry estimates).
Market Size
The global generative AI market is projected to reach $142.3 billion by 2028 (Statista, 2023), with LLM integration tools capturing a growing niche.
Problem
Users need quick and accurate information retrieval from their company's knowledge base, but they usually rely on manual searches or outdated methods.
Manual searches or outdated methods can be time-consuming and may not always provide source-backed or up-to-date answers.
Solution
Base Chat is an AI chatbot that provides instant, source-backed answers from a company's knowledge base.
It integrates with multiple platforms like Google Drive, Notion, Jira, Confluence, and Salesforce to ensure responses are current.
Generate insights from complex documents.
Customers
Business professionals and IT administrators who manage large volumes of company data across platforms like Google Drive and Salesforce.
Demographics include companies that rely heavily on document management systems.
Users are typically tech-savvy and seek efficient ways to access corporate knowledge.
Unique Features
Integration with popular business platforms like Salesforce and Notion.
AI-driven insights from complex documents.
Source-backed instant responses ensure accuracy.
The ability to handle a wide variety of document management systems.
User Comments
Users find the AI chatbot feature very efficient for quick information retrieval.
Integration with multiple platforms is highly appreciated.
Some users noted improvement areas in document complexity handling.
Real-time updates are seen as a key advantage.
Overall, users view this as a valuable tool for increasing productivity.
Traction
Base Chat has gathered attention on Product Hunt with numerous upvotes.
Specific user and revenue numbers are not listed; however, the growing engagement suggests positive traction.
The product is actively maintained and has new integration releases periodically.
Market Size
The AI chatbot market was valued at $2.6 billion in 2019 and is projected to reach $9.4 billion by 2024.
Chat GPT Prompts For Web Development
Chat GPT Prompts For Web Development
3
Problem
Web developers and designers struggle with the creative process in building websites, which leads to inefficiencies and less optimized results.
creative process in building websites
Solution
AI toolkit
Allows users to build better websites by providing expertly crafted prompts
1,000+ expertly crafted prompts
Customers
Web developers and designers
Typically aged 25-45
Tech-savvy individuals looking for efficiency in their workflow
Unique Features
The product offers an extensive collection of over 1,000 specifically tailored prompts for web development
User Comments
Users find the product useful for streamlining the web development process.
Some praise the innovative use of AI-driven prompts.
The toolkit is recognized for boosting creativity and efficiency.
There are concerns about the prompts' applicability for advanced use cases.
Overall satisfaction with the range and depth of the prompts.
Traction
The product is newly launched and is gaining popularity among web development communities.
Market Size
The global web development market was valued at $56 billion in 2020 and is expected to continue growing as demand for digital presence increases.
Whoxa Chat
Whoxa Chat - Chat Script | Web Whatsapp Clone | Chat Website
2
Problem
Users need to build a chat website but rely on third-party platforms like WhatsApp, which lack customization, branding, and integration with their own websites.
Solution
A chat script/Web WhatsApp clone that enables users to create a customizable chat website with private messaging, audio/video calls, and group chat features.
Customers
Developers, startups, and businesses seeking to integrate chat functionality into their platforms without building from scratch.
Unique Features
Combines Web WhatsApp-like interface with self-hosted customization, supporting real-time messaging, calls, and group chats.
Traction
Newly launched on ProductHunt; no specific revenue or user metrics disclosed yet.
Market Size
The global live chat software market is projected to reach $1.2 billion by 2027 (Grand View Research, 2023).
Locale Chat
Locale Chat is a locale-based and time-limited chat platform
11
Problem
Users struggle to connect with people in their immediate physical environment (e.g., same hotel, office, gym) and break the ice organically due to generic social platforms lacking location-based, time-bound interactions.
Solution
A locale-based and time-limited chat platform enabling users to join ephemeral chats tied to specific locations (e.g., hotels, offices, gyms), fostering real-time connections with nearby individuals.
Customers
Travelers, remote workers in co-working spaces, and fitness enthusiasts seeking spontaneous, context-aware social interactions.
Unique Features
Chats automatically expire when users leave the location, ensuring relevance and reducing long-term commitment pressures.
User Comments
Helps meet locals effortlessly
Great for networking during trips
Temporary chats feel less intimidating
Needs more location granularity
Wish for longer chat durations
Traction
Launched in March 2024, featured on Product Hunt with 100+ upvotes; founder has 1K+ followers on X (Twitter). Specific MRR/user metrics not publicly disclosed.
Market Size
The global social networking market is valued at $250 billion in 2023, with location-based services gaining traction in niche segments.
Chat-Based Editing by Riverside
Edit your videos and podcasts, just by chatting.
262
Problem
Users struggle with time-consuming and complex video and podcast editing using traditional software, requiring technical skills and extensive manual effort.
Solution
A chat-based AI-powered editing tool that allows users to edit videos and podcasts through natural language commands, e.g., trimming clips, adding captions, or adjusting audio via chat prompts.
Customers
Content creators, podcasters, and video producers (aged 25-45) who prioritize efficiency and lack advanced editing expertise but need polished output for platforms like YouTube, Spotify, or social media.
Unique Features
Only product offering fully chat-driven editing, eliminating timeline-based workflows and automating tasks like transcription-synced cuts and AI-suggested edits.
User Comments
Saves hours on post-production
Intuitive for non-editors
AI suggestions improve content quality
Collaboration features streamline feedback
Affordable compared to professional tools
Traction
20,000+ creators on platform, $2.4M ARR (2024), featured on ProductHunt with 1,800+ upvotes, founder has 12K+ followers on X.
Market Size
The global podcasting market is projected to reach $131 billion by 2030 (Grand View Research), with video editing tools valued at $3.2 billion in 2024 (Statista).
Whatsapp Web CRM
Organize your WhatsApp chats with labels, tags & notes
80
Problem
Users dealing with a high volume of WhatsApp chats struggle to efficiently organize and manage these conversations, leading to decreased productivity and increased time spent searching for specific chats. The inefficiency in managing and organizing chats is the main drawback.
Solution
A browser extension for WhatsApp Web that allows users to add labels, tags, and notes to their chats for easy organization and quick access. It operates offline, eliminating the need for an internet connection. The ability to organize chats with labels, tags, and notes directly in WhatsApp Web efficiently addresses user's organizational needs.
Customers
The product is targeted towards business professionals, marketers, and anyone heavily relying on WhatsApp for communication, who need to manage a large number of chats and find specific conversations quickly.
Unique Features
The distinctive elements of this solution include its offline functionality, seamless integration with WhatsApp Web, and the capability for users to organize their chats without relying on external tools.
User Comments
Users appreciate the simplicity and effectiveness of the extension in managing WhatsApp chats.
Many note the productivity improvements thanks to easy chat organization.
The offline functionality is highly praised for ensuring utility without internet.
Some express a desire for more customization options.
Overall, positive feedback highlights the user-friendly nature of the tool.
Traction
Since specific traction numbers are not provided, it's difficult to give precise data. However, based on user comments, there seems to be a positive reception and implied growing user base.
Market Size
The global CRM market size was valued at $58.04 billion in 2021 and is expected to grow, indicating a substantial potential market for CRM solutions tailored to messaging apps like WhatsApp.
Let’s Connect-connection based on a word
Type a word. Meet someone who typed the same one.
6
Problem
Users struggle to find someone else thinking the same thing simultaneously on traditional social platforms, requiring manual searches or shared interest-based algorithms that limit spontaneous, real-time connections.
Solution
A web-based social experiment where users connect anonymously through real-time word matching. By typing a word (e.g., "hope"), they instantly chat one-on-one if another user enters the same word.
Customers
Social media enthusiasts and individuals seeking spontaneous, anonymous interactions, particularly younger adults (18-35) interested in novel connection methods.
Unique Features
Real-time anonymous chat initiation based on identical word input, no profiles/accounts, and serendipitous matching without algorithms.
User Comments
Fun way to meet strangers with shared thoughts
Anonymity reduces social pressure
Exciting randomness in connections
Simple and intuitive interface
Potential for brief but meaningful chats
Traction
Launched on ProductHunt (exact metrics unspecified).
Market Size
The global social networking market was valued at $192 billion in 2021 (Statista, 2022), with anonymous chat platforms gaining traction.
Heap.chat - Feedback Chat Made Easy
Feedback tool with real-time chat & auto-translation support
7
Problem
Users struggle with gathering real-time feedback across language barriers using separate translation tools and fragmented chat systems, leading to inefficient communication and delayed responses.
Solution
A lightweight, plug-n-play feedback chat tool enabling real-time multilingual communication via auto-translation. Example: Embeddable widget for web/mobile apps that translates messages instantly.
Customers
Product managers, customer support teams, and UX researchers at global SaaS companies or startups needing seamless cross-language user feedback.
Unique Features
Built-in auto-translation for 100+ languages, zero-code integration, and unified chat interface for web/mobile apps.
User Comments
Saves time by eliminating manual translation workflows
Easy setup with just a few lines of code
Improves response rates from non-English users
Free tier is great for small teams
UI could be more customizable
Traction
Launched on ProductHunt 2 days ago with 180+ upvotes
Free for early adopters (pricing page shows $29/month plan upcoming)
Integrated into 50+ beta apps pre-launch per founder's X post
Market Size
The global $22.3 billion customer feedback software market (Grand View Research 2023) is growing at 15.6% CAGR, driven by demand for multilingual solutions.
Problem
Users need to manually read and process information from web pages, which is time-consuming and error-prone.
Solution
A chatbot that directly reads and processes content of any web page when users paste a link into the chat, enabling instant data extraction and summarization.
Customers
Researchers, analysts, content creators, and students who frequently gather information from web sources.
Unique Features
Unique link-based web content processing without manual text extraction, real-time interaction with page content, and cross-page data integration.
User Comments
Simplifies research workflows
Saves hours of manual reading
Accurate summarization of complex articles
Intuitive link-based interface
Essential for academic projects
Traction
Launched on ProductHunt in May 2024 with 400+ upvotes, integrated with Qwen Max LLM (10B+ parameters), 50k+ active monthly users (estimated from Qwen ecosystem data).
Market Size
The global intelligent virtual assistant (chatbot) market is projected to reach $5.9 billion by 2025 (MarketsandMarkets).