Add Smithery CLI installation instructions and badge
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README.md
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README.md
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# mcp-server-qdrant: A Qdrant MCP server
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# mcp-server-qdrant: A Qdrant MCP server
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[](https://smithery.ai/protocol/mcp-server-qdrant)
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> 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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> 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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This repository is an example of how to create a MCP server for [Qdrant](https://qdrant.tech/), a vector search engine.
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This repository is an example of how to create a MCP server for [Qdrant](https://qdrant.tech/), a vector search engine.
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## Installation
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## Installation
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### Installing via Smithery
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To install Qdrant MCP Server for Claude Desktop automatically via [Smithery](https://smithery.ai/protocol/mcp-server-qdrant):
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```bash
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npx @smithery/cli install mcp-server-qdrant --client claude
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```
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### Using uv (recommended)
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### Using uv (recommended)
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When using [`uv`](https://docs.astral.sh/uv/) no specific installation is needed to directly run *mcp-server-qdrant*.
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When using [`uv`](https://docs.astral.sh/uv/) no specific installation is needed to directly run *mcp-server-qdrant*.
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