mcp-server-qdrant

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    "name": "mcp-server-qdrant",
    "description": "mcp-server-qdrant is an official Qdrant Model Context Protocol (MCP) server implementation, designed to provide model context management capabilities for the Qdrant vector database. Through MCP, developers can more efficiently manage and query vector data, making it suitable for applications that require advanced vector search capabilities.",
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    "applicationCategory": "开发工具",
    "operatingSystem": "GitHub",
    "sameAs": "https://github.com/qdrant/mcp-server-qdrant",
    "installUrl": "https://github.com/qdrant/mcp-server-qdrant",
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    "featureList": [
      "Support Qdrant vector database",
      "Implement MCP standard",
      "Efficiently manage model context"
    ],
    "datePublished": "2025-12-05T17:17:24.143425+00:00",
    "dateModified": "2025-12-20T19:57:35.065541+00:00",
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        "name": "What is mcp-server-qdrant?",
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          "@type": "Answer",
          "text": "Official Qdrant Model Context Protocol Server Implementation"
        }
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      {
        "@type": "Question",
        "name": "What features does mcp-server-qdrant offer?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Support Qdrant vector database, Implement MCP standard, Efficiently manage model context"
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      {
        "@type": "Question",
        "name": "What are the use cases for mcp-server-qdrant?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "Vector Search Optimization, Model Context Management, Data Indexing and Querying"
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      {
        "@type": "Question",
        "name": "What are the advantages of mcp-server-qdrant?",
        "acceptedAnswer": {
          "@type": "Answer",
          "text": "官方支持，可靠性高, 与 Qdrant 生态系统无缝集成, 提升向量搜索效率"
        }
      },
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        "@type": "Question",
        "name": "What are the limitations of mcp-server-qdrant?",
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          "@type": "Answer",
          "text": "可能需要一定的开发背景, 特定于 Qdrant 数据库"
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