
One MCP server
for governed,
live enterprise data
Implementing MCP across fragmented enterprise data is complex. The information needed to ground GenAI is scattered across dozens of systems, each with its own schema, APIs, and access controls. Coordinating queries, resolving identities, and enforcing governance quickly becomes unmanageable.
K2view MCP Data Integration makes MCP simple. Each K2view data product is automatically exposed as an MCP server, giving MCP clients governed access to live, clean, and compliant enterprise data.
Every data product becomes an MCP server, instantly
K2view powers MCP by deploying data products as an MCP server. Each data product unifies, masks, and cleanses multi-source enterprise data in real time.
The MCP server exposes data products as AI tools and resources, with prompt templates ready for use by MCP clients. When an AI chatbot, for example, sends a request, the K2view MCP Orchestrator retrieves the right data products, applies governance, and delivers trusted context instantly, all through a single MCP server.

Entity-based data products, ready for MCP
K2view data products integrate and harmonize fragmented enterprise data by business entity. Using Micro-Database technology with dynamic caching and synchronization, they deliver real-time context to MCP clients.
With built-in data integration, governance, semantic alignment, and anonymization, K2view data products ensure sensitive information is always protected. Each business entity’s data is isolated and secured, giving GenAI apps compliant, precise, and contextualized access through MCP.

Actionable data for MCP clients: resources, prompts, and tools
A K2view data product can be exposed as an MCP server, giving MCP clients direct access to resources, prompts, and tools.
The data product schema is exposed as a resource, so MCP clients are instantly schema-aware. Industry-specific prompts remove the need for custom instructions. And K2view data services are delivered as AI tools, making enterprise data directly actionable.

From prompt to context: MCP orchestration at work
With K2view, the MCP server orchestrator turns prompts into accurate, secure, and compliant context.
The MCP orchestrator plans the process, applies memory for continuity, and selects the right tools for the job — text-to-SQL, APIs, data services, or vector search. The orchestrator builds context from retrieved data, so your GenAI apps always receive fresh, governed information at conversational speed, with guardrails enforced at every step.

Proven business impact
with K2view MCP Data Integration


"K2view has a unique approach of integrating enterprise data with the LLM's advantage"
