Ad Tech

The Ad Tech suite offers a comprehensive collection of 10 production-grade Model Context Protocol (MCP) servers, each designed with a hierarchical multi-agent architecture to tackle distinct challenges in advertising technology. Each MCP features an Orchestrator, Specialist Agents with embedded ML models and an LLM reasoning layer, a Critic Agent for adversarial review, and an Ensemble Engine for weighted aggregation. This powerful framework incorporates algorithms like Random Forest, Isolation Forest, Markov Chains, and Thompson Sampling across various domains such as Creative Intelligence, Attribution, RTB Optimization, and Brand Safety. A shared safety layer ensures API security, design validation, and privacy compliance, making it a robust solution for deploying intelligent ad tech systems.

Key Features

Use Cases