YourMemory MCP

YourMemory provides persistent, self-improving memory for AI agents using the Ebbinghaus forgetting curve. It consolidates related facts into summaries, decays stale memories, links entities via a graph, and survives context resets to prevent agents from treating users like strangers in new sessions.

Package and access

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

Community listingLocal stdioSource reviewed; not executedPublished by sachitrafa

Vendor documentation

What you can do with it

Provide persistent memory for AI agents across sessions
Consolidate related facts into clean summaries
Decay stale memories based on usage frequency
Link memories by shared entities for better recall

Source and maintenance

Community listingRegistry 1.0.2

mcp-registry: io.github.sachitrafa/cognitive-ai-memory@1.0.2 Source repository

Maintenance checked: Oct 31, 2026, 10:59 PM UTC

Packages and installation

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

ghcr.io/your-memory/cognitive-ai-memory:1.0.2

oci

ghcr.io/your-memory/cognitive-ai-memory:1.0.2 package definition

{
  "transport": "stdio",
  "identifier": "ghcr.io/your-memory/cognitive-ai-memory:1.0.2",
  "registryType": "oci",
  "environmentVariables": [
    {
      "name": "DATABASE_URL",
      "format": "string",
      "isRequired": true,
      "description": "PostgreSQL connection string with pgvector. Example: postgresql://localhost:5432/yourmemory"
    },
    {
      "name": "OLLAMA_URL",
      "format": "string",
      "description": "Ollama server URL for local embeddings (nomic-embed-text) and classification (llama3.2:3b). Default: http://localhost:11434"
    },
    {
      "name": "EXTRACT_MODEL",
      "format": "string",
      "description": "Ollama model used for fact/assumption classification. Default: llama3.2:3b"
    }
  ]
}

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.

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Cursor

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

Cursor configuration

{
  "mcpServers": {
    "yourmemory-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "DATABASE_URL=<YOUR_DATABASE_URL>",
        "-e",
        "OLLAMA_URL=<YOUR_OLLAMA_URL>",
        "-e",
        "EXTRACT_MODEL=<YOUR_EXTRACT_MODEL>",
        "ghcr.io/your-memory/cognitive-ai-memory:1.0.2"
      ],
      "env": {
        "DATABASE_URL": "<YOUR_DATABASE_URL>",
        "OLLAMA_URL": "<YOUR_OLLAMA_URL>",
        "EXTRACT_MODEL": "<YOUR_EXTRACT_MODEL>"
      }
    }
  }
}

Cline

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

Cline configuration

{
  "mcpServers": {
    "yourmemory-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "DATABASE_URL=<YOUR_DATABASE_URL>",
        "-e",
        "OLLAMA_URL=<YOUR_OLLAMA_URL>",
        "-e",
        "EXTRACT_MODEL=<YOUR_EXTRACT_MODEL>",
        "ghcr.io/your-memory/cognitive-ai-memory:1.0.2"
      ],
      "env": {
        "DATABASE_URL": "<YOUR_DATABASE_URL>",
        "OLLAMA_URL": "<YOUR_OLLAMA_URL>",
        "EXTRACT_MODEL": "<YOUR_EXTRACT_MODEL>"
      }
    }
  }
}

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": {
    "yourmemory-mcp": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "DATABASE_URL=<YOUR_DATABASE_URL>",
        "-e",
        "OLLAMA_URL=<YOUR_OLLAMA_URL>",
        "-e",
        "EXTRACT_MODEL=<YOUR_EXTRACT_MODEL>",
        "ghcr.io/your-memory/cognitive-ai-memory:1.0.2"
      ],
      "env": {
        "DATABASE_URL": "<YOUR_DATABASE_URL>",
        "OLLAMA_URL": "<YOUR_OLLAMA_URL>",
        "EXTRACT_MODEL": "<YOUR_EXTRACT_MODEL>"
      }
    }
  }
}

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": {
    "yourmemory-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "DATABASE_URL=<YOUR_DATABASE_URL>",
        "-e",
        "OLLAMA_URL=<YOUR_OLLAMA_URL>",
        "-e",
        "EXTRACT_MODEL=<YOUR_EXTRACT_MODEL>",
        "ghcr.io/your-memory/cognitive-ai-memory:1.0.2"
      ],
      "env": {
        "DATABASE_URL": "<YOUR_DATABASE_URL>",
        "OLLAMA_URL": "<YOUR_OLLAMA_URL>",
        "EXTRACT_MODEL": "<YOUR_EXTRACT_MODEL>"
      }
    }
  }
}

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