What Is MCP? The Protocol Powering AI Agent Integration

Apr 12, 2025

3 MIN. READ

Diagram of the MCP protocol architecture enabling seamless communication between AI agents and large language models.
Diagram of the MCP protocol architecture enabling seamless communication between AI agents and large language models.

Written by Chaz Englander

MCP is here, and we are excited for it.

Today, humans still click “Run” to launch and iterate on each agentic workflow in Model ML. In May, in collaboration with Open AI we’re launching our new MCP-ready agent framework along with A2A orchestration.

This will enable users to deploy unlimited finance-specific agents that operate autonomously, triggered by time or events, working 24 hours a day, 7 days a week. Whether that involves drafting outbound emails, sending you notes to prepare for your meeting in the way you prefer, building an earnings summary slide and putting it in the correct folder exactly as you’d expect, or producing the first draft of an IC memo — it will all be done and waiting before you’ve even poured your coffee.

Written by Chaz Englander

MCP is here, and we are excited for it.

Today, humans still click “Run” to launch and iterate on each agentic workflow in Model ML. In May, in collaboration with Open AI we’re launching our new MCP-ready agent framework along with A2A orchestration.

This will enable users to deploy unlimited finance-specific agents that operate autonomously, triggered by time or events, working 24 hours a day, 7 days a week. Whether that involves drafting outbound emails, sending you notes to prepare for your meeting in the way you prefer, building an earnings summary slide and putting it in the correct folder exactly as you’d expect, or producing the first draft of an IC memo — it will all be done and waiting before you’ve even poured your coffee.

Written by Chaz Englander

MCP is here, and we are excited for it.

Today, humans still click “Run” to launch and iterate on each agentic workflow in Model ML. In May, in collaboration with Open AI we’re launching our new MCP-ready agent framework along with A2A orchestration.

This will enable users to deploy unlimited finance-specific agents that operate autonomously, triggered by time or events, working 24 hours a day, 7 days a week. Whether that involves drafting outbound emails, sending you notes to prepare for your meeting in the way you prefer, building an earnings summary slide and putting it in the correct folder exactly as you’d expect, or producing the first draft of an IC memo — it will all be done and waiting before you’ve even poured your coffee.

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OFFICE LOCATIONS

44 West 37th Street, New York

2261 Market Street, San Francisco

28 Stanley St Central, Hong Kong

Subscribe to our newsletter

OFFICE LOCATIONS

44 West 37th Street, New York

2261 Market Street, San Francisco

28 Stanley St Central, Hong Kong

Subscribe to our newsletter