Qdrant with MCP

概要

This project combines the Qdrant vector database with a Model Control Protocol (MCP) server, providing a system for storing, managing, and searching code snippets. It enables natural language-based code retrieval and semantic searching for related code. The system supports Server-Sent Events (SSE) for efficient data streaming.

主な機能

• Supports semantic search for related code.
• Uses the sentence-transformers/all-MiniLM-L6-v2 embedding model.
• Supports SSE (Server-Sent Events) transmission.
• Stores and manages code snippets.
• 1 GitHub stars
• Enables natural language-based code search.

ユースケース

• Store and retrieve code snippets using natural language queries.
• Find related code based on semantic similarity.
• Integrate code search functionality into AI IDEs.