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MCP and Integrations: your AI tools, smarter on your business.

MCP servers and API surfaces configured to expose your operational data to Claude, ChatGPT, and the LLMs your team already uses. The thinnest path between your enterprise AI subscriptions and the work they should be doing.

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Blueprint-style exploded technical illustration of the Humm AI operating layer.

How it works

Connect.

To your data plane and context layer.

Expose.

Via MCP servers and APIs configured for your stack.

Use.

From Claude, ChatGPT, or any LLM with MCP support.

Key capabilities

Customer-scoped MCP servers

Custom MCP servers per customer, scoped to your data and definitions.

Programmatic APIs

API surfaces for programmatic access from your own internal tools.

Shared context flow

The same context flows to Humm's agents and your enterprise AI subscriptions.

LLM-friendly by design

Designed to work alongside Claude, ChatGPT, and other LLMs, not against them.

What it powers

Managed Data service, the "more leverage from the AI you already pay for" play.

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