# Ajay Kumar on running MCP in production [audio]

> Source: <https://www.getreadyforagents.com/podcast/ajay-kumar-mcp-in-production-ediy/>
> Published: 2026-07-26 02:21:13+00:00

Agents After Dark

# Ajay Kumar on running MCP in production

What happens when your customer is an AI agent, not a person?

## In this episode

- Why InfoTrack built a dedicated MCP business unit instead of a side experiment
- How an enterprise MCP gateway uses a registry and search-and-invoke pattern
- Why human-in-the-loop elicitation matters once an agent can spend money
- Why hallucination is an agent problem, since MCP itself is deterministic

## Full transcript click to expand

Transcript coming soon.