Koskamo

Memory MCP

A reference implementation for the Model Context Protocol that provides a knowledge graph-based persistent memory system. It allows Large Language Models to maintain and retrieve context across interactions, serving as an educational example for developers building their own MCP servers with secure, controlled access to data sources.

Package and access

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

Memory MCP logo, by Model Context ProtocolCommunity listingLocal stdioSource reviewed; not executedPublished by Model Context Protocol
Vendor documentation

What its tools do

9 tools, grouped by the hints the source reports. Hints are self-declared, not verified behavior.

Not annotated (9)

0 of 9 have a description · 0 of 9 declare behavior hints

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 91,744 GitHub stars

What you can do with it

  • Maintain persistent memory across LLM sessions
  • Store and retrieve knowledge graph data
  • Provide context for AI agents

Source and maintenance

Community listing
docker-mcp: memorySource repositoryProject website
Last repository push
Latest release
v2.2.0
Maintenance checked

Packages and installation

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

mcp/memory@sha256:db0c2db07a44b6797eba7a832b1bda142ffc899588aae82c92780cbb2252407f

oci
mcp/memory@sha256:db0c2db07a44b6797eba7a832b1bda142ffc899588aae82c92780cbb2252407f package definition
{
  "transport": "stdio",
  "identifier": "mcp/memory@sha256:db0c2db07a44b6797eba7a832b1bda142ffc899588aae82c92780cbb2252407f",
  "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
}
open_nodes
Reported by the attributed source; not independently observed by Koskamo.
open_nodes 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_nodes
Reported by the attributed source; not independently observed by Koskamo.
search_nodes input schema
{
  "type": "",
  "required": null,
  "properties": null
}

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": {
    "memory-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "mcp/memory@sha256:db0c2db07a44b6797eba7a832b1bda142ffc899588aae82c92780cbb2252407f"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "memory-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "mcp/memory@sha256:db0c2db07a44b6797eba7a832b1bda142ffc899588aae82c92780cbb2252407f"
      ]
    }
  }
}

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": {
    "memory-mcp": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "mcp/memory@sha256:db0c2db07a44b6797eba7a832b1bda142ffc899588aae82c92780cbb2252407f"
      ]
    }
  }
}

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": {
    "memory-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "mcp/memory@sha256:db0c2db07a44b6797eba7a832b1bda142ffc899588aae82c92780cbb2252407f"
      ]
    }
  }
}

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