MCP data integration

K2view data products integrate and harmonizes fragmented enterprise data by business entity – leveraging Micro-Database technology with dynamic caching, cleansing, and anonymization – to deliver governed, real-time access for MCP clients.

With built-in 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.

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, making MCP clients instantly schema-aware.

• Industry-specific prompt eliminate the need for custom instructions.

• Data services become as AI tools, making enterprise data actionable

With K2view, the MCP server orchestrator turns prompts into accurate, secure, and compliant data retrieval. It plans the process, applies memory for context, and selects the right tools— SQL, APIs, services, or vector search —optimized in real time. Your GenAI apps always get fresh, governed data at conversational speed, with guardrails enforced at every step.