Coveo Launches Hosted MCP Server to Bridge Enterprise AI in 2026

In a landmark move for enterprise artificial intelligence, Coveo has officially launched its Hosted MCP Server in 2026, introducing a secure, scalable interoperability layer that bridges internal corporate content with leading large language models (LLMs). As the global leader in AI-Relevance, Coveo’s new platform enables organizations to harness the power of AI without compromising data privacy or compliance. By directly integrating with ChatGPT Enterprise, Anthropic’s Claude, and other top-tier LLMs, the Hosted MCP Server allows enterprises to query, analyze, and act upon their proprietary data—without ever exposing sensitive documents to external systems.

Hosted MCP: The Secure Gateway to Enterprise Knowledge

The Hosted MCP (Model Control Platform) Server operates as an isolated, on-premises-compatible layer that ensures enterprise data remains within the company’s secure infrastructure. Unlike conventional AI integrations that require data ingestion into third-party clouds, Coveo’s solution processes queries and returns only aggregated, contextually relevant responses. This architecture meets the stringent regulatory demands of industries such as finance, healthcare, and government, where data sovereignty and GDPR, HIPAA, or SOC 2 compliance are non-negotiable. The result? Employees and AI agents alike can access real-time, accurate information from internal wikis, CRM systems, legal databases, and HR portals—without risking leaks or breaches.

Expanding the Agentic AI Ecosystem

Beyond mere search enhancement, Coveo’s Hosted MCP Server is the foundation of a rapidly growing agentic AI ecosystem. It enables third-party AI agents, automation platforms, and custom-built bots to securely interact with enterprise content. For instance, a customer service AI agent can now pull live policy updates from a company’s internal knowledge base, synthesize them using Claude, and deliver a compliant, personalized response—all in under two seconds. Similarly, HR teams can deploy AI agents to auto-resolve employee queries about benefits, while finance departments use them to extract insights from quarterly reports without manual review. This transforms AI from a passive tool into an active, autonomous workforce participant.

Coveo’s Hosted MCP Server doesn’t just enhance search—it redefines how enterprises interact with their own knowledge. In an era where competitive advantage is increasingly tied to data intelligence, Coveo has positioned itself at the epicenter of the next wave of enterprise AI adoption. Organizations seeking to unlock the full potential of their internal data now have a secure, scalable, and future-proof gateway.