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Qdrant MCP

MCP server that wraps the Qdrant vector database API as tools.

avaazquezzavaazquezz/mcp-qdrant★ 1Updated Aug 31, 2026

server.json

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "name": "io.github.avaazquezz/mcp-qdrant",
  "description": "MCP server that wraps the Qdrant vector database API as tools.",
  "title": "Qdrant MCP",
  "repository": {
    "url": "https://github.com/avaazquezz/Qdrant-MCP",
    "source": "github"
  },
  "version": "1.0.1",
  "packages": [
    {
      "registryType": "pypi",
      "registryBaseUrl": "https://pypi.org",
      "identifier": "mcp-qdrant",
      "version": "1.0.1",
      "runtimeHint": "uvx",
      "transport": {
        "type": "stdio"
      },
      "environmentVariables": [
        {
          "description": "Qdrant server URL, e.g. http://localhost:6333 (mutually exclusive with QDRANT_LOCAL_PATH)",
          "name": "QDRANT_URL"
        },
        {
          "description": "Qdrant API key, if your instance requires one",
          "isSecret": true,
          "name": "QDRANT_API_KEY"
        },
        {
          "description": "Path to an embedded Qdrant instance, instead of a URL",
          "name": "QDRANT_LOCAL_PATH"
        },
        {
          "description": "Comma-separated toolsets to enable: core, search, payload, snapshots, observability",
          "default": "core",
          "name": "QDRANT_MCP_TOOLSETS"
        },
        {
          "description": "Block every tool not marked read-only",
          "default": "false",
          "name": "QDRANT_MCP_READ_ONLY"
        }
      ]
    }
  ]
}

Permissions

DeclaredDetected
Runs code—python
Installs—pypi:mcp-qdrant@1.0.1
Runs install scripts—None
NetworkNoneNone
Needs credentialsQDRANT_API_KEYQDRANT_API_KEY
Outside the workspace—None
Agent tools—None

Checks

Low risk · Nothing worth a warning was found.

Not reviewed by a person · Checked by rules; the model review is not switched on yet.

Versions

  1. #11.0.1latestOct 7, 2026