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mcp-pymilvus-code-generate-helper

by brcarry

A Model Context Protocol (MCP) server that retrieves relevant code snippets or documents to help generate pymilvus code. It assists in generating code from natural language queries by finding related code and documentation.

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What is mcp-pymilvus-code-generate-helper?

This is an MCP server designed to aid in the generation of pymilvus code. It retrieves relevant code snippets and documentation based on user queries to facilitate code creation.

How to use mcp-pymilvus-code-generate-helper?

The server can be run using uv and supports both SSE and STDIO protocols. It can be integrated with tools like Cursor and Claude Desktop by configuring the MCP server settings with the appropriate server URL or command.

Key features of mcp-pymilvus-code-generate-helper

  • Retrieves relevant code snippets and documents

  • Supports SSE and STDIO protocols

  • Integrates with Cursor and Claude Desktop

  • Facilitates pymilvus code generation from natural language queries

  • Provides tools for generating pymilvus code and translating ORM code

Use cases of mcp-pymilvus-code-generate-helper

  • Generating pymilvus code from natural language descriptions

  • Translating ORM code to pymilvus client code

  • Assisting developers in writing pymilvus code more efficiently

  • Integrating with AI code generation tools like Cursor and Claude Desktop

FAQ from mcp-pymilvus-code-generate-helper

What is the default Milvus URI?

The default Milvus URI is http://localhost:19530.

How do I connect to a remote Milvus server?

You can specify the milvus_uri when running the server, e.g., uv run src/mcp_pymilvus_code_generate_helper/sse_server.py --milvus_uri http://<your-server-ip>:<your-server-port>.

What is the recommended way to run the server?

The recommended way is to run it directly with uv without installation.

What tools are available?

The server provides tools like milvus-pypmilvus-code-generate-helper for generating code and milvus-translate-orm-to-milvus-client-code-helper for translating ORM code.

What is the purpose of this server?

The server helps in generating pymilvus code by retrieving relevant code snippets and documents based on user queries.