Multi-Server MCP Search

Example Use Cases

• 1

  Perform hybrid semantic and keyword search over technical documentation.

• 2

  Scalable, multi-source documentation servers with versioned data.

• 3

  Self-contained, distributable MCP servers integrated with VS Code or other hosts.

Description

This project enables creation of independent MCP servers that provide hybrid semantic and keyword search over Markdown/MDX documentation sources. It supports scalable multi-server architecture, automated tooling for building and deploying servers, and versioned data management with DuckLake. The servers are fully standalone, configurable via YAML, and integrate with VS Code and other MCP-compatible hosts for seamless documentation search.