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9 changes: 9 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
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# mcp-server-qdrant: A Qdrant MCP server
[![smithery badge](https://smithery.ai/badge/mcp-server-qdrant)](https://smithery.ai/protocol/mcp-server-qdrant)

> The [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) is an open protocol that enables seamless integration between LLM applications and external data sources and tools. Whether you’re building an AI-powered IDE, enhancing a chat interface, or creating custom AI workflows, MCP provides a standardized way to connect LLMs with the context they need.

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--fastembed-model-name "sentence-transformers/all-MiniLM-L6-v2"
```

### Installing via Smithery

To install Qdrant MCP Server for Claude Desktop automatically via [Smithery](https://smithery.ai/protocol/mcp-server-qdrant):

```bash
npx @smithery/cli install mcp-server-qdrant --client claude
```

## Usage with Claude Desktop

To use this server with the Claude Desktop app, add the following configuration to the "mcpServers" section of your `claude_desktop_config.json`:
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