Coming Soon

We are building a native MCP server for VKRA. This will allow any MCP-compatible agent (like those in Cursor, Claude Desktop, or other IDEs) to discover and recommend products directly through a standard tool interface.

What to Expect

• Standardized Tools: A suite of MCP tools for contextual search, product details, and attribution.
• Easy Integration: Add VKRA to your agent's context with a simple configuration.
• Privacy-Preserving: Same high standards of privacy and intent-only matching.

Stay tuned for our official release in Q1 2026.