Coveo, the leader in AI-Relevance, has announced the general availability of its Hosted Model Context Protocol (MCP) Server. This new capability extends the Coveo AI-Relevance Platform to support seamless, secure integration with leading large language models, including ChatGPT Enterprise and Anthropic's Claude, while preserving enterprise-grade governance, security, and control.
Quick Intel
Enabling Interoperable Enterprise AI As organizations deploy multiple LLMs across workflows, the need for secure, scalable data access becomes critical. The Hosted MCP Server addresses this by providing a standardized, governed connection point. AI agents can retrieve relevant, context-aware content from Coveo's unified index—spanning internal knowledge bases, customer data, and external sources—without compromising security or requiring bespoke development.
This approach ensures responses are grounded in authoritative enterprise data, reduces hallucination risks, and maintains compliance with enterprise policies.
"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. "We are already working closely with 10 customers leveraging our hosted MCP server to enhance leading models such as Anthropic's Claude and OpenAI's ChatGPT. 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."
Secure, Scalable Integration for Agentic Workflows The Hosted MCP Server supports flexible deployment across AI-driven use cases, from internal knowledge retrieval to customer-facing experiences. By acting as a bridge between LLMs and enterprise content, it enables:
The solution is now generally available for ChatGPT Enterprise, Anthropic's Claude, and other leading models, with queries counting toward existing Coveo consumption licensing.
About Coveo
Coveo brings superior AI-Relevance to every point-of-experience, transforming how enterprises connect with their customers and employees to maximize business outcomes. Relevance is about moving from persona to person, the degree to which the enterprise-wide content, products, recommendations, and advice presented to a person online aligns easily with their context, needs, preferences, behavior and intent, setting the competitive experience gold standard. Every person's journey is unique, and only AI can solve the complexity of tailoring experiences across massive, diverse audiences and large volumes and variety of content and products.
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