{
  "id": "tool-server:mcp-qdrant",
  "_kind": "ToolServer",
  "_file": "extensions/tool-servers/mcp-databases.yaml",
  "_cluster": "extensions",
  "attributes": {
    "displayName": "Qdrant MCP Server",
    "description": "MCP server providing access to Qdrant vector search engine.\nEnables AI agents to store and retrieve memories, perform similarity\nsearches, and manage collections for semantic search applications.\n",
    "protocol": "mcp",
    "category": "database",
    "repoUrl": "https://github.com/qdrant/mcp-server-qdrant",
    "maintainer": "Qdrant",
    "mcpTransports": [
      "mcp-transport:stdio"
    ]
  },
  "outgoingEdges": [
    {
      "from": "tool-server:mcp-qdrant",
      "to": "stack-part:vector-database",
      "kind": "integrates_with",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-qdrant",
      "to": "domain:data-science",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-qdrant",
      "to": "domain:machine-learning",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-qdrant",
      "to": "tool:qdrant",
      "kind": "integrates_with",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-qdrant",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    },
    {
      "from": "tool-server:mcp-qdrant",
      "to": "domain:data-science",
      "kind": "lib_applies_to_domain",
      "attributes": {}
    }
  ],
  "incomingEdges": []
}