Connect

8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "qdrant-memory": {
      "command": "uvx",
      "args": [
        "qdrant-memory-mcp==0.2.1",
        "--home",
        "mcp"
      ],
      "env": {
        "QDRANT_API_KEY": "${QDRANT_API_KEY}",
        "EMBEDDING_API_KEY": "${EMBEDDING_API_KEY}"
      }
    }
  }
}

claude mcp add qdrant-memory -e "QDRANT_API_KEY=${QDRANT_API_KEY}" -e "EMBEDDING_API_KEY=${EMBEDDING_API_KEY}" -- uvx qdrant-memory-mcp==0.2.1 --home mcp

[mcp_servers.qdrant-memory]
command = "uvx"
args = ["qdrant-memory-mcp==0.2.1", "--home", "mcp"]
env = { "QDRANT_API_KEY" = "${QDRANT_API_KEY}", "EMBEDDING_API_KEY" = "${EMBEDDING_API_KEY}" }

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "qdrant-memory": {
      "type": "local",
      "command": [
        "uvx",
        "qdrant-memory-mcp==0.2.1",
        "--home",
        "mcp"
      ],
      "enabled": true,
      "environment": {
        "QDRANT_API_KEY": "{env:QDRANT_API_KEY}",
        "EMBEDDING_API_KEY": "{env:EMBEDDING_API_KEY}"
      }
    }
  }
}

{
  "mcpServers": {
    "qdrant-memory": {
      "command": "uvx",
      "args": [
        "qdrant-memory-mcp==0.2.1",
        "--home",
        "mcp"
      ],
      "env": {
        "QDRANT_API_KEY": "${QDRANT_API_KEY}",
        "EMBEDDING_API_KEY": "${EMBEDDING_API_KEY}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=qdrant-memory&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJxZHJhbnQtbWVtb3J5LW1jcD09MC4yLjEiLCItLWhvbWUiLCJtY3AiXSwiZW52Ijp7IlFEUkFOVF9BUElfS0VZIjoiJHtRRFJBTlRfQVBJX0tFWX0iLCJFTUJFRERJTkdfQVBJX0tFWSI6IiR7RU1CRURESU5HX0FQSV9LRVl9In19"
}

{
  "servers": {
    "qdrant-memory": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "qdrant-memory-mcp==0.2.1",
        "--home",
        "mcp"
      ],
      "env": {
        "QDRANT_API_KEY": "${QDRANT_API_KEY}",
        "EMBEDDING_API_KEY": "${EMBEDDING_API_KEY}"
      }
    }
  }
}

{
  "mcpServers": {
    "qdrant-memory": {
      "command": "uvx",
      "args": [
        "qdrant-memory-mcp==0.2.1",
        "--home",
        "mcp"
      ],
      "env": {
        "QDRANT_API_KEY": "${QDRANT_API_KEY}",
        "EMBEDDING_API_KEY": "${EMBEDDING_API_KEY}"
      }
    }
  }
}

extensions:
  "qdrant-memory":
    enabled: true
    name: "qdrant-memory"
    type: stdio
    cmd: "uvx"
    args:
      - "qdrant-memory-mcp==0.2.1"
      - "--home"
      - "mcp"
    envs:
      "QDRANT_API_KEY": "${QDRANT_API_KEY}"
      "EMBEDDING_API_KEY": "${EMBEDDING_API_KEY}"
    timeout: 300

Placeholders to fill from your own secret store: ${QDRANT_API_KEY}, ${EMBEDDING_API_KEY}. The registry never accepts secret values.

This is a local package: the command runs on your machine.

Quality – / 100new

Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.

protocoln/a · weight 25

n/a
protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygienen/a · weight 30

n/a
tools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)

stabilityn/a · weight 15

n/a
stability.changes, stability.rug_pulltool list unknown

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvabledeps.dev does not know [email protected]

Tool list unknown · checked 2026-10-19 10:20 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 91 / 100

provenance80

livenessn/a

freshness100

hygiene100

+repository +namespace-matches-repo ~liveness-unmeasured +updated-1d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Dependencies

[email protected] PyPIthis version is not known to the dependency resolver

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.

Endpoints

package	registry	version	runtime	secrets
`qdrant-memory-mcp`	pypi	0.2.1	uvx	`QDRANT_API_KEY`, `EMBEDDING_API_KEY`

Tools (0)

No tools observed. Local packages are never executed by the registry.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "io.github.cnkang/qdrant-memory",
  "title": "Qdrant Memory",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "version": "0.2.1",
  "packages": [
    {
      "version": "0.2.1",
      "transport": {
        "type": "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",
          "isSecret": true,
          "description": "Optional Qdrant credential for configured remote storage."
        },
        {
          "name": "EMBEDDING_API_KEY",
          "isSecret": true,
          "description": "Optional credential for the configured embedding provider."
        }
      ]
    }
  ],
  "repository": {
    "url": "https://github.com/cnkang/qdrant-memory-mcp",
    "source": "github"
  },
  "description": "Persistent scoped Qdrant memory for agents, through four explicit stdio MCP tools."
}