# Milvus Vector Database

> Use this tool when you need to perform efficient vector searches, full-text searches, or hybrid queries on large datasets, and require a comprehensive API to manage collections and execute complex queries with filtering capabilities. It solves problems related to semantic search, knowledge retrieval, and structured data exploration in AI workflows. The Milvus Vector Database takes in queries and data, and outputs relevant search results, enabling fast and accurate information retrieval.

Canonical page: https://skillsregistry.net/skills/zilliz-milvus  
JSON: https://api.skillsregistry.net/v1/skills/zilliz-milvus

## Description

Milvus MCP Server provides a bridge between AI assistants and Milvus vector database, enabling vector search, full-text search, and hybrid queries through a comprehensive API. Built by Zilliz, it offers tools for managing collections, performing similarity searches, and executing complex queries with filtering capabilities. The implementation handles connection management, data insertion, and index creation while abstracting away the complexities of the Milvus client SDK. This server is particularly valuable for AI workflows requiring semantic search, knowledge retrieval, and structured data exploration from vector databases.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-02

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/zilliz-milvus)
- **Repository:** <https://github.com/zilliztech/mcp-server-milvus>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "zilliz-milvus"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/zilliz-milvus` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/zilliz-milvus/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt