MCP Server Development

Scale the usage and growth of your platform by enabling AI agents to interact with your APIs, designed to eliminate the complexity and delays that plague traditional AI implementations, in a matter of weeks. This unified approach connects your applications to AWS Bedrock models while providing enterprise-grade security, intelligent knowledge management, and complete data sovereignty. Milvian Group delivers the enterprise-grade security, knowledge management, and model access your team needs to build business value, not infrastructure. With our standardized Model Context Protocol (MCP) implementation, you can move from concept to production in just 2 weeks instead of 6+ months. Documents uploaded to S3 trigger automatic processing through AWS Bedrock, enabling semantic search across your organization's knowledge with event-driven efficiency. Our MCP implementation creates a standardized interface that allows you to easily switch between AWS Bedrock models as they evolve, future-proofing your AI investments and avoiding vendor lock-in.

**This Offer Includes: **

Integration of open-source MCP server libraries customized for your API endpoints and business logic

Implementation of MCP tool definitions – exposing functions, data fetches, document retrieval, etc.

Deployment documentation and handover, enabling your team to run everything in production afterwards

A working MCP Server running in your AWS account—fully integrated, tested, and ready for real-world agent interoperability