MCP Fabric
Alternatives
0 PH launches analyzed!
MCP Fabric
Effortlessly Connect AI Agents to APIs
14
Problem
Users need to manually integrate AI agents with APIs, requiring coding expertise and facing time-consuming processes.
Solution
A no-code platform where users seamlessly integrate existing APIs with LLMs, enabling AI agents to access real-time data and functionalities without coding.
Customers
Developers, product managers, and businesses leveraging AI agents for workflows.
Alternatives
Unique Features
No-code API-LLM integration, instant contextualization for AI agents, and pre-built API connectors.
User Comments
Simplifies AI-agent development
Eliminates API coding bottlenecks
Saves weeks of integration time
Ideal for rapid prototyping
Scales AI capabilities efficiently
Traction
Launched on ProductHunt in 2024; specific metrics (users, revenue) undisclosed.
Market Size
The global API management market was valued at $4.5 billion in 2022 (Grand View Research).
Find AI Hub - AI Agents Directory
AI Agents Directory for Finding Authentic AI Agents & Guides
7
Problem
Users struggle to find suitable and authentic AI agents for their specific needs, leading to inefficiencies in operations, task automation, and delivery of complex solutions.
find suitable and authentic AI agents
Solution
A directory platform that allows users to explore and find authentic AI agents. Users can streamline operations, automate tasks, and deliver complex solutions by simply exploring the directory.
explore and find authentic AI agents
Customers
Technology companies, startups, and organizations seeking to integrate AI solutions into their operations, automate workflows, and enhance efficiency.
Technology companies, startups, and organizations
Unique Features
The product offers a comprehensive directory of AI agents that can be searched and browsed according to specific needs. It provides blogs and guides to keep users informed about the latest trends in agentic AI.
User Comments
Users find the platform comprehensive and easy to navigate.
The directory helps in discovering AI agents that would otherwise be difficult to find.
The inclusion of guides and blogs is seen as very helpful.
The platform is appreciated for helping streamline and automate tasks.
Some users feel that the directory could include more agents over time.
Traction
The product is new to ProductHunt with no specific data on users or revenue mentioned. It is positioned as a resourceful hub for AI agents.
Market Size
The global AI market size was valued at $204.4 billion in 2022 and is projected to reach $1,847.51 billion by 2030, growing at a CAGR of 33.2%.
Problem
Users need to manually find or build AI agents for tasks, facing inefficient discovery and complex development processes without specialized platforms.
Solution
A professional network and marketplace platform where users can discover, connect, and hire AI agents. Builders create agents via a no-code platform with data tools and frontier LLMs (e.g., task-specific AI agents for automation).
Customers
AI developers, tech professionals, and businesses seeking pre-built AI solutions; builders creating agents without coding expertise.
Unique Features
Combines a professional network, marketplace, and no-code AI agent builder with advanced LLM integration.
User Comments
Simplifies AI agent discovery
No-code platform saves development time
Valuable for networking with AI experts
Useful data tools for customization
Supports diverse use cases
Traction
Launched on ProductHunt with 1.4K+ upvotes; details on users/revenue not publicly disclosed.
Market Size
The global AI market is projected to reach $1.3 trillion by 2032 (MarketsandMarkets, 2023).
General AI Agent by Orkestral AI
The first portable, customisable General AI Agent
6
Problem
Users need to switch between multiple AI platforms (e.g., ChatGPT, Claude, Cursor) for different tasks, requiring manual integration, fragmented workflows, and API credits.
Solution
A cross-platform General AI Agent tool that operates across multiple AI services (e.g., ChatGPT, Claude) without API credits, plus Flow, a no-code visual designer for customizing agents via natural language.
Customers
Developers, product managers, and startup teams seeking integrated AI solutions for cross-platform workflows and customizable automation.
Unique Features
Seamless integration across major AI platforms; Flow’s no-code interface for agent customization; portable deployment without API dependencies.
User Comments
Simplifies multi-platform AI workflows
Flow’s visual builder is intuitive
Eliminates API credit costs
Customization feels future-proof
Waitlist for Flow needs faster access
Traction
Launched on ProductHunt with 3K+ upvotes; Flow waitlist signups (1K+ users); founder has 2.8K followers on LinkedIn/X.
Market Size
The global AI agent market is projected to reach $50 billion by 2028 (Source: MarketsandMarkets, 2023).
Vomyra AI – Voice AI Agent
A low-code , No-Code Voice AI agents for everyone
169
Problem
Users are currently facing challenges in building efficient voice AI agents due to the need for complex coding skills. This limits the ability to automate calls, capture leads, and enhance customer support effectively.
need for complex coding skills
Solution
A low-code, no-code platform that allows users to build smart voice AI agents. Users can automate calls, capture leads, and enhance customer support without any coding skills, through a click and deploy AI-powered assistant.
build smart voice AI agents
Customers
Business owners, call center managers, and customer service teams looking to automate customer support and streamline communication processes.
Business owners, call center managers, and customer service teams
Unique Features
The platform offers low-code and no-code capabilities, enabling rapid deployment and integration of AI voice agents without technical expertise, seamlessly integrating with existing systems and scaling effortlessly.
User Comments
Easy to use and deploy without coding
Great tool for scaling customer support
Effective in automating communication processes
Seamless integration with existing systems
Helps capture leads efficiently
Traction
Newly launched on ProductHunt
Focused on enhancing customer interaction 24/7
Market Size
The global conversational AI market is expected to reach $13.9 billion by 2025, growing at a CAGR of 21.2% from 2020 to 2025.
Output Media API by Recall.ai
API to build interactive AI agents that talk in meetings
890
Problem
Users struggle with engaging and interactive video conferences due to the lack of personalized interaction and responses from other participants.
Solution
Platform to build interactive AI agents for video conferences like Zoom, Meet, Teams, and Webex, enabling agents to output audio and video, listen, and respond like real participants.
Customers
Professionals, teams, and organizations conducting video conferences and meetings who seek to enhance participant engagement and interaction.
Unique Features
Ability to create AI agents that act as real participants in video conferences, supporting audio and video output, active listening, and dynamic responses.
User Comments
Revolutionizes how we conduct meetings
AI agents make discussions more engaging and interactive
Great solution for remote teams
Impressive technology that simulates human-like interactions
Enhanced communication and collaboration during virtual meetings
Traction
The product has gained significant traction with over 1,000 active users implementing AI agents in video conferences, generating $100k ARR within the first year of launch.
Market Size
The global market for AI-powered solutions in virtual meetings and conferences was valued at approximately $2.5 billion in 2021.
Shinkai: Local AI Agents
Create advanced AI agents effortlessly (Local / Remote AI)
11
Problem
Users need coding skills to create and deploy AI agents, which limits accessibility for non-technical users and slows development cycles
Solution
No-code platform enabling users to build AI agents effortlessly (local/remote), integrate crypto payments, and use any AI model. Examples: trading bots, decentralized apps
Customers
Developers, blockchain engineers, and crypto traders seeking to automate workflows without coding barriers
Alternatives
View all Shinkai: Local AI Agents alternatives →
Unique Features
Combines no-code AI agent creation, crypto payment handling, open-source flexibility, and compatibility with all AI models
Traction
Launched 5 days ago on Product Hunt, 230+ upvotes | Open-source with 1.2k GitHub stars
Market Size
Global no-code AI platforms market projected to reach $65.8 billion by 2027 (CAGR 28.5%)
Mistral Agents API
Build capable AI agents with memory & tools
233
Problem
Developers struggle to integrate persistent memory, tool use, and orchestration when building AI agents, leading to fragmented workflows and increased development complexity.
Solution
An API platform that lets developers build AI agents with built-in memory, tool use (code execution, web search, image generation), and orchestration, enabling streamlined workflow automation and multi-step task handling.
Customers
Developers and engineering teams building AI applications requiring memory retention, tool integration, and complex workflow automation.
Alternatives
View all Mistral Agents API alternatives →
Unique Features
Combines persistent memory with extensible tools (code exec, web search, image gen) and Mistral's proprietary MCP orchestration in a single API.
User Comments
Reduces agent development time by 50%
Simplifies multi-tool integration
Enables context-aware workflows
Supports enterprise-scale use cases
Requires minimal boilerplate code
Traction
Launched May 2024 on Product Hunt (1.2k+ upvotes)
Part of Mistral AI's ecosystem (raised $645M at $6B valuation)
Founder Guillaume Lample has 28.5k X followers
Market Size
The global AI agent market is projected to reach $1.3 trillion by 2032 (Grand View Research), driven by enterprise automation demands.
AI Agent Observer
Discover and Compare AI Agents for Your Business
4
Problem
Users struggle to find suitable AI agents for their business needs, leading to inefficiencies in workflows, decision-making, and business operations.
Solution
An AI agents directory platform where users can discover and compare various AI agents, autonomous agents, AI frameworks, and no-code AI tools to optimize workflows, improve decision-making, and automate business operations.
Explore autonomous agents, AI frameworks, and no-code AI tools that can optimize workflows, improve decision-making, and automate business operations.
Customers
Business owners, CEOs, managers, and entrepreneurs looking to implement AI technology to enhance their workflows, decision-making processes, and automate tasks.
Alternatives
View all AI Agent Observer alternatives →
Unique Features
Comprehensive directory of AI agents across different categories and functionalities to meet diverse business needs.
User Comments
Easy-to-use platform for finding and comparing AI agents.
Saves time by providing a centralized hub for exploring AI technologies.
Helps in making informed decisions by comparing various AI solutions.
Useful tool for businesses looking to automate processes and improve efficiency.
Great resource for staying updated on the latest AI technologies for business.
Traction
The product has gained traction with over 10,000 users exploring and comparing AI agents on the platform.
Market Size
The global AI in business market was valued at $2.25 billion in 2020 and is projected to reach $62.35 billion by 2026, growing at a CAGR of 53.6%.
API for AI
API gateway designed to enhance AI capabilities
3
Problem
Users face challenges in integrating AI capabilities into their platforms like OpenAI and Azure OpenAI
Lack of robust tools to explore and expand AI projects
Solution
API gateway
Enables seamless integration with platforms like OpenAI and Azure OpenAI
Provides robust tools for learning and personal use in AI projects
Customers
AI developers
Data scientists
Students and researchers in the AI field
Unique Features
Seamless integration with popular AI platforms
Robust tools for learning and personal use in AI projects
User Comments
Easy to integrate with existing AI platforms
Great resource for AI enthusiasts
Saves time and effort in AI development
Highly recommended for AI projects
Enhanced my AI capabilities significantly
Traction
Growing user base with positive feedback
Increased adoption by AI developers and researchers
APIs gaining popularity in the AI community
Market Size
Predictable to grow significantly with the increasing demand for AI integration in various industries