Multifunnels
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AI product studio · agents, MCP and automation

We build AI products that search, compare, transact, and integrate.

Multifunnels designs and launches production-ready AI agents, search platforms, transactional workflows, and MCP integrations for travel and business applications.

Start a project Explore our work

Live products in hotels, flights, travel connectivity, crypto checkout, and MCP infrastructure.

AgentRoam.ai MoodTrip.AI Adin Flights HotelSearchAgent MCP Flights MCP HTTP

Live products

Products already in market.

Multifunnels builds and operates real AI products across travel discovery, connectivity, commerce, and agent infrastructure.

AgentRoam.ai
AI-ready travel connectivity
Live

Travel connectivity for humans and AI agents.

AgentRoam is a travel-connectivity platform where travelers can find eSIM data plans, travel gift cards, and airtime, then pay with stablecoins or crypto. Its MCP layer lets AI agents search destinations, compare plans, prepare checkout, create orders after explicit user confirmation, and track delivery.

eSIM Travel commerce Crypto checkout MCP AI agents

110+ eSIM destinations · USDC, USDT, BTC, ETH, SOL

Visit AgentRoam ↗ View project
MoodTrip.AI
AI hotel discovery
Live

Describe the stay. Discover the right hotel.

MoodTrip turns natural-language travel preferences into relevant hotel recommendations, combining semantic discovery, live hotel information, reviews, pricing context, and direct booking handoffs.

Hotels AI search Semantic discovery Booking handoff

2M+ hotels · 195 countries via connected MCP infrastructure

Visit MoodTrip ↗ View project
Adin Flights
AI flight search
Live

Fast flight discovery for real travel decisions.

Adin Flights helps travelers explore routes, destinations, travel dates, and flight options through a focused search experience connected to the wider MoodTrip travel ecosystem.

Flights Route discovery AI-assisted comparison

Connected to the MoodTrip travel ecosystem

Visit Adin Flights ↗ View project

MCP & agent infrastructure

Infrastructure that gives agents real capabilities.

MCP servers and API integrations that connect AI applications to live inventory, business logic, transactional workflows, and structured results.

MoodTrip HotelSearchAgent MCP

An MCP endpoint for hotel discovery, live inventory, pricing, reviews, semantic hotel search, comparison, and booking handoff.

11 MCP tools · 2M+ hotels · 195 countries · no API key required

https://api.moodtrip.ai/api/mcp-http
Open skill page View documentation

Flights MCP HTTP

A flight-search MCP endpoint for assistants and agentic applications that need structured travel-search tools.

Live flight-search tools over streamable HTTP

https://api.moodtrip.ai/api/flights/mcp-http
View endpoint View integration

AgentRoam MCP

An MCP layer for searching eSIM destinations, comparing plans, quoting crypto checkout, validating orders, creating orders only after user confirmation, and tracking delivery.

Transactional tools gated by explicit user confirmation

https://agentroam.ai/api/mcp
View developer docs Explore AgentRoam
search destination list plans get quote validate order user confirms create order track delivery

Transactional tools never create an order on their own — every purchase requires explicit user confirmation.

Capabilities

From complex funnel to working AI product.

AI Search & Discovery

Natural-language agents that understand constraints, search live inventory, compare results, and return actionable options.

Live in MoodTrip · Adin Flights

Transactional Agent Workflows

Structured flows that move from discovery to validation, confirmation, checkout, handoff, and status tracking.

Live in AgentRoam

MCP Servers & Tools

Machine-readable tools that connect AI applications to inventory, APIs, business logic, and operational systems.

Live in HotelSearchAgent MCP · Flights MCP · AgentRoam MCP

API & Platform Integration

Connections to travel inventory, payment flows, CRM systems, booking engines, data sources, and third-party services.

Product UX

Interfaces for both human users and AI agents, including search, comparison, confirmation, and delivery states.

Monitoring & Iteration

Analytics, error handling, observability, conversion measurement, and continuous improvement after launch.

Process

How an agent becomes a product.

Map the intent

Define the user goal, constraints, decision points, data sources, and desired outcome.

Connect the tools

Integrate APIs, MCP servers, inventory, business rules, and operational systems.

Build the experience and safeguards

Create the human and agent interfaces, validation rules, confirmation gates, errors, and handoffs.

Launch and measure

Deploy the product with analytics, monitoring, iteration, and clear conversion events.

About the studio

Live systems, not concept demos.

Multifunnels is an AI product studio for agentic search, commerce, and automation. Everything below is running in production today.

Multiple live consumer products AgentRoam, MoodTrip, and Adin Flights serve real users across hotels, flights, and connectivity.
MCP-ready platforms Three MCP endpoints expose hotel search, flight search, and travel-connectivity commerce to AI agents.
Transactional confirmation flows Orders are prepared, validated, and created only after the user explicitly confirms.
Live inventory integrations Products search live hotel, flight, and eSIM inventory — not cached demo data.
Multilingual interfaces Products and this studio site ship in English, Spanish, Hebrew, Arabic, and Japanese, with full RTL support.
Production monitoring and handoffs Analytics, error handling, and clear human handoffs keep every launched product measurable.

Start a project

Turn your workflow into an AI product.

Tell us what users need to search, compare, decide, or complete. We will map the tools, integrations, safeguards, and product experience required to launch it.

Email Multifunnels

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