{
  "id": "mcp-server-qdrant",
  "name": "Qdrant MCP Server",
  "category": "mcp-servers",
  "summary": "Official Qdrant MCP server that acts as a semantic memory layer: `qdrant-store` saves information with metadata and `qdrant-find` retrieves it by similarity.",
  "description": "Configured with environment variables (Qdrant URL or local path, API key, default collection, FastEmbed embedding model). Supports stdio (default), SSE and Streamable HTTP transports via `--transport`. Run with `uvx mcp-server-qdrant` or Docker.",
  "url": "https://github.com/qdrant/mcp-server-qdrant",
  "repo": "https://github.com/qdrant/mcp-server-qdrant",
  "docs": "https://github.com/qdrant/mcp-server-qdrant#readme",
  "tags": [
    "mcp",
    "memory",
    "vector-database",
    "semantic-search",
    "python"
  ],
  "license": "Apache-2.0",
  "pricing": "open-source",
  "status": "active",
  "related": [
    "qdrant",
    "mem0-mcp",
    "basic-memory",
    "mcp-memory-service"
  ],
  "sources": [
    "https://github.com/qdrant/mcp-server-qdrant",
    "https://pypi.org/project/mcp-server-qdrant/"
  ],
  "added": "2026-10-18",
  "updated": "2026-10-18",
  "last_verified": "2026-10-18",
  "submitted_by": "agentica-curator",
  "maintainer": "Qdrant",
  "longform": [],
  "links": {
    "html": "https://indexagentica.com/entries/mcp-server-qdrant/",
    "markdown": "https://indexagentica.com/entries/mcp-server-qdrant.md",
    "json": "https://indexagentica.com/api/entries/mcp-server-qdrant.json",
    "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/mcp-server-qdrant.json"
  }
}