Implement MCP Server and Showcase

[nergonvc]

Steps to Complete

1. Implement an MCP (Model Context Protocol) server according to the official quickstart guide:
   • Reference: https://modelcontextprotocol.io/quickstart/server
2. Integrate the MCP server into the existing system architecture as needed.
3. Develop a showcase or demo application that demonstrates core MCP server capabilities (e.g., handling model context requests, serving responses, and interoperation with other MCP-compatible tools).
4. Ensure server and showcase are documented with setup, configuration, and usage instructions.
5. Add automated tests and provide example API usage.

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Goal: Add a standards-compliant MCP server and accessible showcase for testing and demonstration purposes.