Koskamo

Qdrant MCP

Exposes the full Qdrant vector database API as 56 MCP tools, allowing an LLM to manage collections, query vectors, and handle payloads. It supports hybrid search, zero-downtime reindexing, and guard rails, with transport via stdio or streamable-http.

Visit Adrián Vázquez

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Qdrant MCP logo, by Adrián VázquezCommunity listingLocal stdioSource reviewed; not executedPublished by Adrián Vázquez
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 2 GitHub stars

What you can do with it

  • Perform hybrid search using dense and sparse vectors
  • Manage Qdrant collections and points
  • Execute zero-downtime reindexing operations
  • Apply guard rails and read-only modes

Source and maintenance

Community listingRegistry 2.6.0MIT
mcp-registry: io.github.avaazquezz/mcp-qdrant@2.6.0Source repositoryProject website
Last repository push
Latest release
v2.6.0
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

mcp-qdrant 2.6.0

pypiuvx
mcp-qdrant package definition
{
  "version": "2.6.0",
  "transport": "stdio",
  "identifier": "mcp-qdrant",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "environmentVariables": [
    {
      "name": "QDRANT_URL",
      "description": "Qdrant server URL, e.g. http://localhost:6333 (mutually exclusive with QDRANT_LOCAL_PATH)"
    },
    {
      "name": "QDRANT_API_KEY",
      "description": "Qdrant API key, if your instance requires one"
    },
    {
      "name": "QDRANT_LOCAL_PATH",
      "description": "Path to an embedded Qdrant instance, instead of a URL"
    },
    {
      "name": "QDRANT_MCP_TOOLSETS",
      "default": "core",
      "description": "Comma-separated toolsets to enable: core, search, payload, admin, snapshots, observability"
    },
    {
      "name": "QDRANT_MCP_READ_ONLY",
      "default": "false",
      "description": "Remove every tool not marked read-only from the registry"
    },
    {
      "name": "QDRANT_MCP_MAX_LIMIT",
      "default": "1000",
      "description": "Largest number of points one tool call may ask for (minimum 30); bigger requests are refused, not cut"
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "qdrant-mcp": {
      "command": "uvx",
      "args": [
        "mcp-qdrant==2.6.0"
      ],
      "env": {
        "QDRANT_URL": "<YOUR_QDRANT_URL>",
        "QDRANT_API_KEY": "<YOUR_QDRANT_API_KEY>",
        "QDRANT_LOCAL_PATH": "<YOUR_QDRANT_LOCAL_PATH>",
        "QDRANT_MCP_TOOLSETS": "<YOUR_QDRANT_MCP_TOOLSETS>",
        "QDRANT_MCP_READ_ONLY": "<YOUR_QDRANT_MCP_READ_ONLY>",
        "QDRANT_MCP_MAX_LIMIT": "<YOUR_QDRANT_MCP_MAX_LIMIT>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "qdrant-mcp": {
      "command": "uvx",
      "args": [
        "mcp-qdrant==2.6.0"
      ],
      "env": {
        "QDRANT_URL": "<YOUR_QDRANT_URL>",
        "QDRANT_API_KEY": "<YOUR_QDRANT_API_KEY>",
        "QDRANT_LOCAL_PATH": "<YOUR_QDRANT_LOCAL_PATH>",
        "QDRANT_MCP_TOOLSETS": "<YOUR_QDRANT_MCP_TOOLSETS>",
        "QDRANT_MCP_READ_ONLY": "<YOUR_QDRANT_MCP_READ_ONLY>",
        "QDRANT_MCP_MAX_LIMIT": "<YOUR_QDRANT_MCP_MAX_LIMIT>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "qdrant-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "mcp-qdrant==2.6.0"
      ],
      "env": {
        "QDRANT_URL": "<YOUR_QDRANT_URL>",
        "QDRANT_API_KEY": "<YOUR_QDRANT_API_KEY>",
        "QDRANT_LOCAL_PATH": "<YOUR_QDRANT_LOCAL_PATH>",
        "QDRANT_MCP_TOOLSETS": "<YOUR_QDRANT_MCP_TOOLSETS>",
        "QDRANT_MCP_READ_ONLY": "<YOUR_QDRANT_MCP_READ_ONLY>",
        "QDRANT_MCP_MAX_LIMIT": "<YOUR_QDRANT_MCP_MAX_LIMIT>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "qdrant-mcp": {
      "command": "uvx",
      "args": [
        "mcp-qdrant==2.6.0"
      ],
      "env": {
        "QDRANT_URL": "<YOUR_QDRANT_URL>",
        "QDRANT_API_KEY": "<YOUR_QDRANT_API_KEY>",
        "QDRANT_LOCAL_PATH": "<YOUR_QDRANT_LOCAL_PATH>",
        "QDRANT_MCP_TOOLSETS": "<YOUR_QDRANT_MCP_TOOLSETS>",
        "QDRANT_MCP_READ_ONLY": "<YOUR_QDRANT_MCP_READ_ONLY>",
        "QDRANT_MCP_MAX_LIMIT": "<YOUR_QDRANT_MCP_MAX_LIMIT>"
      }
    }
  }
}

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