# Viomba MCP — Human Attention Intelligence for AI Agents

> Viomba MCP is the first human attention intelligence layer accessible as composable AI-agent tools. It predicts, scores, and explains how ads capture human attention in real media context — before media spend is committed.

## What Viomba MCP does

Viomba MCP exposes human attention intelligence as callable tools for any MCP-compatible AI agent (Claude, Cursor, VS Code, ChatGPT, n8n, and others). Agents can:

- Score display, social, and video ad creatives for predicted human attention (Seen%, Viewtime, Deep Seen)
- Generate gaze-heatmaps and fog-maps showing where viewers look on an ad
- Analyse video ads for Audio-Visual Synchronization Index (AVSI) and frame-level attention
- Benchmark creatives against category averages from real infrared eye-tracking data
- Score open-web news media domains for placement-level attention performance
- Generate in-flight DSP/SSP targeting scripts based on attention predictions
- Build high-attention ad creatives from scratch or optimise existing ones
- Run social media attention analytics via Meta (Facebook/Instagram) integration

## Data foundation

Viomba's attention models are trained on over a decade of Tobii infrared eye-tracking data collected at the placement level across thousands of ad creatives, multiple viewports, and multiple markets. The methodology is aligned with the IAB/MRC highest tier.

## MCP endpoint

- **URL:** https://mcp.viomba.com
- **Protocol:** MCP (Model Context Protocol) over HTTPS
- **Authentication:** Bearer token (Attention Credits account required)
- **Free tier:** 200 Attention Credits included with email verification — no card required

## Pricing model

Viomba uses a pay-per-call Attention Credits (AC) model. Each tool call costs a defined number of AC. Credits do not expire within 12 months. Enterprise invoice terms available.

## Key pages

- Homepage: https://viomba.com/
- Pricing and tool AC costs: https://viomba.com/pricing
- Developer integration guide: https://viomba.com/integrate
- MCP prompt library: https://viomba.com/prompts
- Methodology: https://viomba.com/methodology
- Case studies: https://viomba.com/case-studies
- FAQ: https://viomba.com/faq
- Insights blog: https://viomba.com/insights
- Contact: https://viomba.com/contact

## Machine-readable tool index

A full JSON index of all Viomba MCP tools with descriptions and AC costs is available at:
https://viomba.com/mcp-tools.json

## Company

Viomba is a human-centric AI attention intelligence company. The platform democratises high-precision, cost-efficient, 360-degree human attention intelligence for all industry operators — from individual specialists to large platforms, brands, agencies, data scientists, and market researchers.