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Qdrant MCP Local

@hirokita117

代码仓库

基本信息

分类

数据库

传输方式

stdio

作者

hirokita117

关于 Qdrant MCP Local

ローカル環境でQdrantとMCP-server-qdrantを簡単に立ち上げるためのDocker Compose設定

#qdrant#docker#mcp-server

Qdrant MCP Local 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "qdrant-mcp-local": {
      "command": "docker",
      "args": [
        "compose",
        "up",
        "-d"
      ]
    }
  }
}

Qdrant MCP Local 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 qdrant-mcp-local?

A Docker Compose configuration that launches Qdrant vector search engine and MCP-server-qdrant (a Model Context Protocol server for Qdrant) in a local environment.

How to use qdrant-mcp-local?

Clone the repository, create a data/ directory, then run docker compose up -d. Qdrant is available at http://localhost:6333 and the MCP server at http://localhost:8000. Stop with docker compose down. Configuration can be customized via a .env file.

Key features of qdrant-mcp-local

  • Single-command local setup of Qdrant and MCP-server-qdrant
  • Persistent vector data stored in ./data/ directory
  • SSE transport endpoint at http://localhost:8000/sse
  • Configurable environment variables via .env file
  • Includes debug script for troubleshooting

Use cases of qdrant-mcp-local

  • Local development of AI applications requiring vector search
  • Testing and prototyping MCP integrations with Qdrant
  • Running a self-contained Qdrant + MCP stack for experimentation
  • Evaluating Qdrant features without cloud dependencies

常见问题

1

What are the prerequisites?

Docker and Docker Compose V2 are required.

2

How do I customize the configuration?

Edit the `.env` file to change environment variables (e.g., port numbers).

3

Where is vector data stored?

Data is persisted in the `./data/` directory, so it survives container restarts.

4

What endpoints are exposed?

Qdrant at `http://localhost:6333` and the MCP SSE endpoint at `http://localhost:8000/sse`.

5

How do I troubleshoot if containers don't start?

Run the `debug.sh` script, check logs with `docker compose logs mcp-server`, or rebuild with `docker compose build --no-cache`. Common issues include port conflicts, insufficient disk space, or a stopped Docker daemon.

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