广告合作
MCP.so
登录

MCP Server for Milvus

@stephen37

代码仓库主页

基本信息

分类

数据库

传输方式

stdio

作者

stephen37

关于 MCP Server for Milvus

Model Context Protocol Servers for Milvus

#mcp-server#milvus#llm-integration

MCP Server for Milvus 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "mcp-server-milvus-stephen37": {
      "command": "uv",
      "args": [
        "run",
        "src/mcp_server_milvus/server.py",
        "--milvus-uri",
        "http://localhost:19530"
      ]
    }
  }
}

MCP Server for Milvus 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Milvus?

MCP Server for Milvus provides access to the Milvus vector database through the Model Context Protocol. It enables LLM applications like Claude Desktop and Cursor to search, manage, and query vector data using natural language or programmed instructions.

How to use Milvus?

Run the server directly with uv via uv run src/mcp_server_milvus/server.py --milvus-uri http://localhost:19530. Configure it as an MCP server in Claude Desktop or Cursor by specifying the command and arguments. Alternatively, set environment variables MILVUS_URI, MILVUS_TOKEN, and MILVUS_DB.

Key features of Milvus

  • Full-text search on collections with drop ratio control
  • Vector similarity search (COSINE, L2, IP metrics)
  • Hybrid search combining vector and attribute filtering
  • Collection management: create, load, release, list, info
  • Data operations: insert, bulk insert, upsert, delete
  • Index creation and index info retrieval

Use cases of Milvus

  • Searching documents in a collection using natural language via Claude Desktop
  • Performing vector similarity searches for recommendation or retrieval systems
  • Managing Milvus collections and schemas directly from Cursor Composer
  • Inserting and updating data in Milvus through an AI assistant

常见问题

1

What are the prerequisites for using this server?

Python 3.10 or higher, a running Milvus instance, and `uv` installed.

2

How do I connect to a remote Milvus instance?

Pass the URI via the `--milvus-uri` argument or set the `MILVUS_URI` environment variable.

3

What if the MCP tools do not appear in Claude Desktop or Cursor?

Restart the application after configuring the MCP server; also try pressing the refresh button in Cursor’s MCP settings.

4

How do I handle authentication with Milvus?

Set the `MILVUS_TOKEN` environment variable with your authentication token.

5

What transport does the server use?

It uses stdio transport, as shown in the Cursor configuration with “Type: stdio”.

评论

数据库 分类下的更多 MCP 服务器

Lawstronaut

Lawstronaut-FZCO

Access millions of official legal and regulatory source documents from 155+ jurisdictions via MCP. Lawstronaut supports AI agents with structured legal research, legal data, laws, regulations, cases, guidance, official s

NPILayer

NPILayer

Healthcare provider data for AI assistants, from the official CMS NPPES dataset (updated weekly). Look up any NPI (active or deactivated), search providers and organizations by name, city, state, ZIP, taxonomy code or pl

PostgreSQL Model Context Protocol (PG-MCP) Server

stuzero

540

golfdata.online - Verified Golf Clubs

golfdata.online

Verified golf club data for AI agents: holes, par, address, phone, booking links, facilities, visitor rules and green fees for golf clubs in Spain (Canary Islands and mainland), expanding across Europe. Every fact comes

Neon MCP Server

neondatabase-labs

MCP server for interacting with Neon Management API and databases

617
广告合作