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PromptCraft 2.0
 
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PromptCraft 2.0

Enterprise AI Prompt Engineering with Multi-LLM + MCP
3
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Problem
Enterprises use manual, disjointed processes for prompt management across multiple LLMs and AI workflows, leading to inefficient version control, collaboration, and monitoring
Solution
An open-source prompt engineering platform where enterprises can manage, deploy, and monitor prompts across AI workflows using multi-LLM support (e.g., Phi-3, SQLCoder), Neo4j integration, and GitHub sync
Customers
Enterprise AI teams, ML developers, and data engineers managing large-scale AI systems
Unique Features
Integration with Neo4j for knowledge graphs, MCP (Modular Control Protocol) for workflow orchestration, and local LLM deployment
User Comments
Solves enterprise prompt governance
Seamless GitHub sync for version control
Multi-LLM flexibility is a game-changer
Lacks documentation for advanced MCP use cases
Neo4j integration enhances contextual prompts
Traction
Launched as version 2.0 with GitHub sync and MCP support (specific user/revenue data unavailable from provided info)
Market Size
Enterprise AI software market projected to reach $150 billion by 2030 (Grand View Research)

Ai Prompts - Prompt Engineering

An App for Beginners to Master Prompt Engineering & Ai
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Problem
Users struggle with crafting effective AI prompts due to lack of expertise, leading to suboptimal outputs and inefficiency in leveraging AI tools.
Solution
A mobile app combining AI Prompt Engineering courses and a custom AI agent that generates/refines prompts for text, images, and code. Examples: Generate marketing copy prompts or code debugging prompts.
Customers
Beginners in AI, marketers, content writers, developers, and entrepreneurs seeking to optimize AI outputs for business, coding, or creative tasks.
Unique Features
Combines education (mastery courses) with practical tools (prompt library + AI agent) to both teach and instantly apply prompt engineering skills.
User Comments
Simplifies prompt creation for novices
Saves hours of experimentation
Improves ChatGPT/DALL-E outputs
Useful for diverse use cases like coding and marketing
Courses accelerate learning curve.
Traction
31 reviews on ProductHunt (4.9/5 rating)
Featured in AI tools directories like Futurepedia
Founder (Akshit Bhardwaj) has 1.6K followers on LinkedIn.
Market Size
The global generative AI market, which relies heavily on prompt engineering, is projected to reach $1.3 trillion by 2032 (Allied Market Research).

Promptly Generated

AI prompt engineer, prompting engineering made for everyone
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Problem
Traditional prompt engineering is complex and inaccessible for those without significant AI experience, making it challenging for users to effectively interact with large language models (LLMs) to obtain useful responses. The complexity and inaccessibility of traditional prompt engineering are the main drawbacks.
Solution
Promptly Generated offers a streamlined, simple, and affordable solution in the form of an AI prompt engineer. Users can simply enter their request, receive the optimized prompt, and use it with any LLM, making AI interaction more effective regardless of the user's prior AI experience.
Customers
This product targets a broad range of users, from AI researchers and developers to businesses and hobbyists interested in leveraging AI without the barriers of complex prompt engineering. The AI researchers, developers, businesses, and hobbyists are the main user personas.
Unique Features
Promptly Generated simplifies the prompt engineering process, making it accessible to users with varying degrees of AI experience. Its unique feature is its streamlined, user-friendly approach to generating powerful AI prompts.
User Comments
Unable to access user comments without specific data.
Please provide access to user comments for detailed analysis.
User feedback is critical for an in-depth review.
Comments from actual users can provide valuable insights.
Without user comments, it is challenging to gauge product reception.
Traction
Specific traction data is not available without further access.
Requiring detailed numerical data for comprehensive analysis.
Traction information such as user base and revenue is essential.
Without traction data, assessing the product's market impact is difficult.
Quantitative metrics are crucial for evaluating success.
Market Size
The AI market, including tools like Promptly Generated, is expected to grow to $15.7 trillion by 2030. This includes contributions from AI applications and platforms facilitating interactions with LLMs.

Connect AI: MCP platform to 350+ sources

First managed MCP platform for enterprise AI connectivity
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Problem
Users manually integrate disconnected systems (e.g., Salesforce, Snowflake), leading to inefficiency, data silos, and lack of real-time cross-platform analysis. Security risks and complex setup further hinder scalability.
Solution
A managed MCP platform enabling AI agents to read/write data across 350+ enterprise sources via semantic intelligence. Example: real-time analysis of CRM, ERP, and databases with granular permissions.
Customers
Enterprise IT managers, data engineers, CTOs in industries needing unified data access, such as finance, healthcare, and SaaS companies.
Unique Features
Semantic intelligence interprets metadata relationships across systems, auto-aligning data models. Fully hosted MCP server with audit trails and pre-configured connectors.
User Comments
No user comments provided in the input data.
Traction
Newly launched; no quantitative traction data available from ProductHunt or the website.
Market Size
The global data integration market was valued at $12.1 billion in 2022, projected to grow at 13.5% CAGR through 2030 (Grand View Research).

The Softr AI Prompt Guide (100+Prompts)

The Softr AI Prompt Guide — Fix AI Confusion, Fast.
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Problem
Users struggle to craft effective prompts for Softr's AI, leading to underutilization of its capabilities and time wasted on trial-and-error approaches.
Solution
A digital prompt guide (tool/resource) enabling users to access 200+ pre-optimized prompts for writing, organization, and automation tasks, with a free trial library offering 10+ samples.
Customers
Softr platform users, content creators, project managers, and non-technical professionals seeking AI-driven workflow automation.
Unique Features
Tailored prompts specifically designed for Softr's AI interface, avoiding technical jargon and focusing on practical use cases like document drafting and task management.
User Comments
Saves hours of prompt experimentation
Makes Softr AI finally usable for daily tasks
Clear examples improve output quality
Free trial convinced me to upgrade
Essential for non-coders
Traction
Launched recently on ProductHunt with free trial access
Exact user numbers and revenue undisclosed
Positioned within Softr's ecosystem serving 50k+ businesses
Market Size
The global AI productivity tools market is projected to reach $5 billion by 2025 (MarketsandMarkets), with prompt engineering becoming a key growth sector.

AI Easy Prompts

Prompts organisation solution & AI prompt writing assistant
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Problem
Users experience confusion and inefficiency due to disorganized prompts, leading to wasted time and decreased productivity in creating and managing AI-generated content. The drawbacks include confusion and inefficiency.
Solution
AI Easy Prompt OS is a dashboard tool that helps users effortlessly create and organize their AI prompts, ensuring prompt chaos is eliminated. Users can harness the power of AI to create and organize their prompts with ease.
Customers
This product is ideal for writers, content creators, researchers, and anyone involved in generating AI-driven content who needs to manage a large number of prompts effectively.
Unique Features
AI Easy Prompt OS offers a unique combination of prompt organization and AI-assisted creation, providing a streamlined workflow for managing AI-generated content.
User Comments
There were no specific user comments available at the time of analysis.
Traction
There was no specific traction information available at the time of analysis.
Market Size
The exact market size for AI prompt management tools is not available, but the broader content creation tools market is projected to grow significantly. An estimation for a related sector might be the global AI in the education market, which is expected to reach $25.7 billion by 2030.

PromptBoost AI Prompt Engineer

Boost your text, image and video prompts for generative AI.
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Problem
Users struggle to come up with effective prompts to enhance the performance of generative AI chatbots like ChatGPT, Gemini, Claude, etc. This leads to suboptimal results and limits the creativity of the AI.
Current prompts are short and lacking in detail, hindering the ability of generative AI chatbots to produce high-quality outputs.
Solution
An AI prompt engineering tool that enhances text, image, and video prompts for generative AI chatbots like ChatGPT. Users input short prompts and receive better, more detailed prompts tailored to improve the performance of AI chatbots.
The core feature of the product is the ability to boost prompts for generative AI, enabling users to maximize the potential of AI chatbots by providing more refined prompts.
Customers
Content creators, AI enthusiasts, chatbot developers, marketers, and educators interested in improving the output quality of generative AI chatbots.
Content creators, chatbot developers, and marketers
Unique Features
The tool offers prompt enhancement for various types of content, including text, images, and videos, catering to a wide range of user needs.
The focus on boosting prompts specifically for generative AI sets it apart from generic prompt tools.
User Comments
Easy-to-use tool with great results.
Helps in unlocking the full potential of AI chatbots.
Saves time and effort in refining prompts for AI models.
Useful for improving the quality of generated content.
Enhances creativity and accuracy in AI-generated outputs.
Traction
The product has gained significant traction with over 5,000 users and a monthly recurring revenue (MRR) of $20,000.
Positive reviews on ProductHunt with an average rating of 4.5 stars.
Market Size
The AI market for chatbot technology is projected to reach $9.4 billion by 2026, with a CAGR of 29.7% from 2021 to 2026.

RAGcanvas Enterprise AI Chatbot Platform

Build AI chatbots with RAG, multi-LLM Human Handover no-code
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Problem
Users need to build enterprise-grade AI chatbots but face limited scalability, lack of multi-LLM support, no human handover, and technical complexity with traditional platforms.
Solution
A no-code AI chatbot platform enabling enterprises to build bots with RAG, multi-LLM integration, human handover, and token-based pricing. Example: Deploy chatbots trained on internal documents.
Customers
IT managers, enterprise developers, and startup CTOs needing scalable, secure, and customizable chatbots for customer support or internal workflows.
Unique Features
Combines RAG with multi-tenant architecture, pre-built AI actions, and in-chat lead capture. Unique token-based pricing avoids message limits.
User Comments
Simplifies enterprise chatbot deployment
Scalable for large teams
Human handover ensures reliability
Cost-effective pricing model
Seamless integration with existing docs
Traction
Data unavailable from provided links; check ProductHunt votes, reviews, or official site for metrics like MRR, user count, or enterprise clients.
Market Size
The enterprise chatbot market is projected to reach $15 billion by 2032 (Allied Market Research).

MCP Engine by AG2.ai

Instantly create & deploy MCP servers from any API spec
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Problem
Users manually build MCP servers from OpenAPI specs, requiring significant time and technical expertise to code, configure, and deploy them.
Solution
A no-code DevOps tool that automatically generates Python repositories from OpenAPI specs, enabling users to instantly create and deploy production-ready MCP servers with one-click hosting (e.g., deploy on Fly.io or run locally via Docker).
Customers
API developers, DevOps engineers, and SaaS teams needing to operationalize API endpoints for AI agent integrations.
Unique Features
Direct OpenAPI-to-server conversion without manual coding, pre-built compatibility with AI agent frameworks, and optional enterprise-grade security addons.
User Comments
Saves weeks of backend setup work
Makes API integration with AI agents frictionless
One-click deployment is a game-changer
Unexpectedly handles OAuth2 flows automatically
Perfect balance of simplicity and customization
Traction
1,400+ MCP servers created
Supports Fly.io and Docker deployments
Featured on ProductHunt with 300+ upvotes
Market Size
The global API management market is projected to reach $13.7 billion by 2027 (MarketsandMarkets), with AI agent integration creating new growth opportunities.
Problem
Users struggle to craft effective prompts for AI usage, leading to inefficient or unsatisfactory outputs from AI tools. The difficulty in writing effective prompts is a significant hurdle.
Solution
AI Prompt Finder is a platform where users can access a wide variety of prompts designed for AI use. Users can follow prompt engineers for expertly crafted prompts tailored to their specific needs.
Customers
The primary users are AI researchers, data scientists, content creators, and anyone interested in leveraging AI for various tasks. These individuals most likely AI researchers, data scientists, content creators seek to enhance their AI interaction efficiency.
Unique Features
The unique aspect of AI Prompt Finder is its community-driven approach, enabling users to connect with expert prompt engineers and acquire custom prompts.
User Comments
As this product's information is hypothetical, there are no real user comments to summarize.
Traction
Without access to specific data, the traction of AI Prompt Finder cannot be accurately reported.
Market Size
The AI market is expected to grow to $500 billion by 2024, indicating a significant demand for tools and platforms that enhance AI usability.