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mcp-pymilvus-code-generator

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A pimilvus code generating helper with SSE-based MCP support

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Overview

The mcp-pymilvus-code-generator is a Model Context Protocol (MCP) server designed to assist users in generating pymilvus code by retrieving relevant code snippets or documents.

To use the mcp-pymilvus-code-generator, ensure you have Python 3.10 or higher and a running Milvus instance. You can run the server using the uv command, either in SSE or STDIO mode, and configure it with applications like Cursor or Claude Desktop.

  • Supports both SSE and STDIO modes for server operation. - Retrieves relevant pymilvus code snippets based on user queries. - Provides tools for translating ORM code to pymilvus client code.
  1. Assisting developers in generating pymilvus code from natural language queries.
  2. Helping users translate ORM code to pymilvus client code.
  3. Streamlining the development process for applications using Milvus.

Add to your AI client

Use these steps to connect mcp-pymilvus-code-generator in Cursor, Claude, VS Code, and other MCP-compatible apps. The same JSON appears in the Use with menu above for one-click copy.

Cursor

Add this to your .cursor/mcp.json file in your project root, then restart Cursor.

.cursor/mcp.json

{
  "mcpServers": {
    "mcp-pymilvus-code-generator-brcarry": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-pymilvus-code-generator-brcarry"
      ]
    }
  }
}

Claude Desktop

Add this server entry to the mcpServers object in your Claude Desktop config, then restart the app.

~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

{
  "mcpServers": {
    "mcp-pymilvus-code-generator-brcarry": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-pymilvus-code-generator-brcarry"
      ]
    }
  }
}

Claude Code

Add this to your project's .mcp.json file. Claude Code will detect it automatically.

.mcp.json (project root)

{
  "mcpServers": {
    "mcp-pymilvus-code-generator-brcarry": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-pymilvus-code-generator-brcarry"
      ]
    }
  }
}

VS Code (Copilot)

Add this to your .vscode/mcp.json file. Requires the GitHub Copilot extension with MCP support enabled.

.vscode/mcp.json

{
  "servers": {
    "mcp-pymilvus-code-generator-brcarry": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-pymilvus-code-generator-brcarry"
      ]
    }
  }
}

Windsurf

Add this to your Windsurf MCP config file, then restart Windsurf.

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "mcp-pymilvus-code-generator-brcarry": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-pymilvus-code-generator-brcarry"
      ]
    }
  }
}

Cline

Open Cline settings, navigate to MCP Servers, and add this server configuration.

Cline MCP Settings (via UI)

{
  "mcpServers": {
    "mcp-pymilvus-code-generator-brcarry": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-pymilvus-code-generator-brcarry"
      ]
    }
  }
}

FAQ

What are the prerequisites for using this project?

You need Python 3.10 or higher and a running Milvus instance.

Can I run the server without installation?

Yes, it is recommended to run the server directly with `uv` without installation.

How can I contribute to this project?

Contributions are welcome! You can submit a pull request or open an issue with your ideas.7:["$","div",null,{"className":"container mx-auto flex flex-col gap-4","children":["$L26","$L27",["$","$L28",null,{"currentProject":{"id":2727,"uuid":"fe13392e-79c4-49bb-89b3-4b2934ef2f82","name":"mcp-pymilvus-code-generator","title":"mcp-pymilvus-code-generator","description":"A pimilvus code generating helper with SSE-based MCP support","avatar_url":null,"created_at":"2025-03-13T12:12:18.366+00:00","updated_at":"2025-04-01T15:53:12.494+00:00","status":"created","author_name":"brcarry","author_avatar_url":null,"tags":"mcp,pymilvus,code-generator","category":"developer-tools","is_featured":false,"sort":1,"url":"https://github.com/brcarry/mcp-pymilvus-code-generator","target":"_self","content":"$29","summary":"$2a","img_url":null,"type":null,"metadata":null,"user_uuid":"738aa3fb-bd0f-4bb3-bffa-2294890da533","tools":null,"sse_url":null,"sse_provider":null,"sse_params":null,"is_official":false,"server_command":null,"server_params":null,"server_config":null,"allow_call":false,"is_innovation":false,"is_dxt":false,"dxt_manifest":null,"dxt_file_url":null,"is_audit":false},"randomProjects":[],"currentServerKey":"$undefined"}]]}]

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