MCP Snippets Server

Example Use Cases

• 1

  Find relevant code snippets based on natural language queries.

• 2

  That require semantic search capabilities over code documentation.

• 3

  Integrate code snippet retrieval into MCP-based workflows.

Description

This MCP server processes Markdown files containing code snippets to create vector embeddings for semantic search. It exposes a search tool via MCP to find relevant code snippets based on topic queries, enabling efficient retrieval of code examples. The server supports persistent storage of embeddings and automatic processing of new snippets, facilitating easy integration into development workflows.