Koskamo

Qdrant Memory MCP

A metadata-only PyPI and MCP Registry distribution for the Qdrant Memory Runtime, providing durable, portable, and permission-aware memory for AI agents via four explicit stdio MCP tools. It acts as an MCP adapter over the Qdrant Memory Runtime, allowing agents to perform explicit memory operations without automatic extraction of every conversation turn.

Package and access

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

Qdrant Memory MCP logo, by cnkangCommunity listingLocal stdioSource reviewed; not executedPublished by cnkang
You need:Owner-only database write credentials are required independently of MCP grants.
Vendor documentation

What you can do with it

  • Provide persistent, scoped memory for AI agents
  • Enable durable and portable memory storage
  • Support permission-aware memory access
  • Facilitate shared production deployments with owner-only credentials

Source and maintenance

Community listingRegistry 0.2.6
mcp-registry: io.github.cnkang/qdrant-memory@0.2.6Source repository
Maintenance checked

Packages and installation

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

qdrant-memory-mcp 0.2.6

pypiuvx
qdrant-memory-mcp package definition
{
  "version": "0.2.6",
  "transport": "stdio",
  "identifier": "qdrant-memory-mcp",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "packageArguments": [
    {
      "name": "--home",
      "type": "named",
      "valueHint": "profile_path",
      "description": "Optional absolute path to an operator-configured, initialized profile; omission uses ~/.qdrant-memory."
    },
    {
      "type": "positional",
      "value": "mcp"
    }
  ],
  "environmentVariables": [
    {
      "name": "QDRANT_URL",
      "description": "Optional remote Qdrant endpoint when configured for server/cloud mode."
    },
    {
      "name": "QDRANT_API_KEY",
      "description": "Optional Qdrant credential for configured remote storage."
    },
    {
      "name": "EMBEDDING_API_KEY",
      "description": "Optional credential for the configured embedding provider."
    }
  ]
}

Tools

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

No tool definitions available.

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-memory-mcp": {
      "command": "uvx",
      "args": [
        "qdrant-memory-mcp==0.2.6",
        "mcp"
      ],
      "env": {
        "QDRANT_URL": "<YOUR_QDRANT_URL>",
        "QDRANT_API_KEY": "<YOUR_QDRANT_API_KEY>",
        "EMBEDDING_API_KEY": "<YOUR_EMBEDDING_API_KEY>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "qdrant-memory-mcp": {
      "command": "uvx",
      "args": [
        "qdrant-memory-mcp==0.2.6",
        "mcp"
      ],
      "env": {
        "QDRANT_URL": "<YOUR_QDRANT_URL>",
        "QDRANT_API_KEY": "<YOUR_QDRANT_API_KEY>",
        "EMBEDDING_API_KEY": "<YOUR_EMBEDDING_API_KEY>"
      }
    }
  }
}

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-memory-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "qdrant-memory-mcp==0.2.6",
        "mcp"
      ],
      "env": {
        "QDRANT_URL": "<YOUR_QDRANT_URL>",
        "QDRANT_API_KEY": "<YOUR_QDRANT_API_KEY>",
        "EMBEDDING_API_KEY": "<YOUR_EMBEDDING_API_KEY>"
      }
    }
  }
}

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-memory-mcp": {
      "command": "uvx",
      "args": [
        "qdrant-memory-mcp==0.2.6",
        "mcp"
      ],
      "env": {
        "QDRANT_URL": "<YOUR_QDRANT_URL>",
        "QDRANT_API_KEY": "<YOUR_QDRANT_API_KEY>",
        "EMBEDDING_API_KEY": "<YOUR_EMBEDDING_API_KEY>"
      }
    }
  }
}

Let your agent find its tools

Find servers like Qdrant Memory MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.

Connect Koskamo Explore workflows
See all 3,755