Neo4j Memory MCP

The Neo4j Memory MCP server enables agents to store and retrieve entities and relationships from a personal knowledge graph hosted in a local or remote Neo4j instance. It allows access to this stored information across different sessions, conversations, and clients, providing persistent memory capabilities through graph database integration.

Package and access

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

Community listingLocal stdioSource reviewed; not executedPublished by Neo4j Labs

Vendor documentation

What you can do with it

Store facts from conversations in a knowledge graph
Retrieve historical context across different sessions
Access stored entities and relationships via natural language

Source and maintenance

Community listing

docker-mcp: neo4j-memory Source repository Project website

Maintenance checked: Oct 31, 2026, 11:00 PM UTC

Packages and installation

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

mcp/neo4j-memory@sha256:0f04105a1006ea5305521c0ae2b74509b23df5f90459fdd77f9214c5ccd7d2d6

oci

mcp/neo4j-memory@sha256:0f04105a1006ea5305521c0ae2b74509b23df5f90459fdd77f9214c5ccd7d2d6 package definition

{
  "transport": "stdio",
  "identifier": "mcp/neo4j-memory@sha256:0f04105a1006ea5305521c0ae2b74509b23df5f90459fdd77f9214c5ccd7d2d6",
  "registryType": "oci",
  "registryBaseUrl": "https://registry-1.docker.io"
}

Tools

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

add_observations

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

add_observations input schema

{
  "type": "",
  "required": null,
  "properties": null
}

create_entities

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

create_entities input schema

{
  "type": "",
  "required": null,
  "properties": null
}

create_relations

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

create_relations input schema

{
  "type": "",
  "required": null,
  "properties": null
}

delete_entities

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

delete_entities input schema

{
  "type": "",
  "required": null,
  "properties": null
}

delete_observations

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

delete_observations input schema

{
  "type": "",
  "required": null,
  "properties": null
}

delete_relations

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

delete_relations input schema

{
  "type": "",
  "required": null,
  "properties": null
}

find_memories_by_name

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

find_memories_by_name input schema

{
  "type": "",
  "required": null,
  "properties": null
}

read_graph

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

read_graph input schema

{
  "type": "",
  "required": null,
  "properties": null
}

search_memories

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

search_memories input schema

{
  "type": "",
  "required": null,
  "properties": null
}

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": {
    "neo4j-memory-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "mcp/neo4j-memory@sha256:0f04105a1006ea5305521c0ae2b74509b23df5f90459fdd77f9214c5ccd7d2d6"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.

Cline configuration

{
  "mcpServers": {
    "neo4j-memory-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "mcp/neo4j-memory@sha256:0f04105a1006ea5305521c0ae2b74509b23df5f90459fdd77f9214c5ccd7d2d6"
      ]
    }
  }
}

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": {
    "neo4j-memory-mcp": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "mcp/neo4j-memory@sha256:0f04105a1006ea5305521c0ae2b74509b23df5f90459fdd77f9214c5ccd7d2d6"
      ]
    }
  }
}

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": {
    "neo4j-memory-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "mcp/neo4j-memory@sha256:0f04105a1006ea5305521c0ae2b74509b23df5f90459fdd77f9214c5ccd7d2d6"
      ]
    }
  }
}

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