MXCP Framework

The way businesses interact with AI is evolving. Build secure, auditable infrastructure that lets AI systems work with your data and services.

The AI Interface Evolution​

As AI systems like ChatGPT becomes the primary interface for many users, businesses need new ways to serve information:

• AI agents accessing product catalogs and inventory
• Automated systems reading company data directly
• Intelligent assistants executing transactions
• Seamless integration with ChatGPT, Claude, and enterprise AI

Model Context Protocol (MCP) is the emerging standard. MXCP makes it enterprise-ready.

From APIs to Agent-Ready Infrastructure​

Traditional APIs weren't designed for AI. MCP servers provide the structure, safety, and governance that AI systems need. MXCP simplifies this transformation with:

• Built-in Authentication - Enterprise OAuth, API keys, role-based access
• Complete Observability - Know what AI agents access and when
• Policy Enforcement - Control data access at the field level
• Audit Trails - Comprehensive logs for compliance
• Type Safety - Structured, validated responses

We Help You Build the Future​

RAW Labs has been helping enterprises adopt cutting-edge technology since 2015. We provide the expertise and tools to implement MCP infrastructure that's secure, scalable, and ready for production.

Ready to make your business AI-accessible? Let's talk

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