Coveo rolls out hosted Model Context Protocol server

Executive Summary

• Coveo Solutions Inc. has launched the Coveo hosted Model Context Protocol (MCP) server, extending its AI-Relevance platform to support seamless integration with leading large language models (LLMs) such as ChatGPT Enterprise and Anthropic's Claude.
• The new server allows organizations to connect numerous data sources to LLMs via Coveo’s unified content index without requiring custom integrations or additional infrastructure, positioning Coveo as a foundational interoperability layer for enterprise AI.
• The solution is now generally available and is included in the Coveo AI-Relevance platform, with queries counting toward existing consumption-based licensing.

Key Details

• Product Launch: Introduction of the Coveo hosted Model Context Protocol (MCP) server.
• Integration Capabilities: Enables connection of an "almost infinite number of data sources" to LLMs including ChatGPT Enterprise and Anthropic's Claude.
• Technical Architecture: Built on the MCP standard; allows AI agents to connect directly to Coveo's unified content index without custom integrations or extra infrastructure.
• ChatGPT Enterprise Integration: The Coveo app is available in the official ChatGPT Enterprise Apps & Connectors directory, acting as a secure bridge between ChatGPT and Coveo-indexed content.
• Key Features: Supports grounded retrieval, reuse of Coveo relevance logic, and flexible deployment across AI-driven use cases.
• Commercial Status: Generally available for ChatGPT Enterprise, Anthropic's Claude, and other leading models.
• Pricing Model: Included as part of the Coveo AI-Relevance platform; usage counts toward existing consumption-based licensing.
• Early Traction: CEO Laurent Simoneau reports working closely with 10 customers leveraging the hosted MCP server to enhance leading models.

Notable Quotes

• "As enterprises increasingly deploy multiple large language models across critical workflows, Coveo is uniquely positioned to power an interoperable AI future, one where any LLM can seamlessly leverage the full intelligence of the Coveo platform," said Laurent Simoneau, co-founder and chief executive officer of Coveo.
• "This early traction reinforces Coveo's role as a foundational and interoperable layer for enterprise AI and represents a meaningful opportunity to drive expanded adoption and long-term growth as customers scale their AI initiatives."