Koskamo

Papez MCP

An open-source causal graph memory engine for AI agents that provides persistent, explainable, and MCP-native memory capabilities. It features a scoring engine, causal graph, and lifecycle manager with ACT-R scoring, spreading activation, and active forgetting to manage context intelligently.

Package and access

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

Papez MCP logo, by Astrix-LabsCommunity listingLocal stdioSource reviewed; not executedPublished by Astrix-Labs
Vendor documentation

What you can do with it

  • Manage persistent memory for AI agents
  • Implement causal reasoning in agent context
  • Perform active forgetting of irrelevant memories

Source and maintenance

Community listingRegistry 0.5.2
mcp-registry: io.github.Astrix-Labs/genesys-memory@0.5.2Source repository
Maintenance checked

Packages and installation

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

genesys-memory 0.5.2

pypi
genesys-memory package definition
{
  "version": "0.5.2",
  "transport": "stdio",
  "identifier": "genesys-memory",
  "registryType": "pypi",
  "environmentVariables": [
    {
      "name": "OPENAI_API_KEY",
      "format": "string",
      "description": "OpenAI API key for embedding generation (optional — use GENESYS_EMBEDDER=local for no API key)"
    },
    {
      "name": "ANTHROPIC_API_KEY",
      "format": "string",
      "description": "Anthropic API key for LLM-based memory processing (optional)"
    },
    {
      "name": "GENESYS_EMBEDDER",
      "format": "string",
      "description": "Embedding provider: 'openai' or 'local' (default: openai)"
    }
  ]
}

Tools

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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": {
    "papez-mcp": {
      "command": "uvx",
      "args": [
        "genesys-memory==0.5.2"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "GENESYS_EMBEDDER": "<YOUR_GENESYS_EMBEDDER>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "papez-mcp": {
      "command": "uvx",
      "args": [
        "genesys-memory==0.5.2"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "GENESYS_EMBEDDER": "<YOUR_GENESYS_EMBEDDER>"
      }
    }
  }
}

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": {
    "papez-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "genesys-memory==0.5.2"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "GENESYS_EMBEDDER": "<YOUR_GENESYS_EMBEDDER>"
      }
    }
  }
}

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": {
    "papez-mcp": {
      "command": "uvx",
      "args": [
        "genesys-memory==0.5.2"
      ],
      "env": {
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "ANTHROPIC_API_KEY": "<YOUR_ANTHROPIC_API_KEY>",
        "GENESYS_EMBEDDER": "<YOUR_GENESYS_EMBEDDER>"
      }
    }
  }
}

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