Engram Rs MCP Server

Memory engine for AI agents. Two axes: **time** (three-layer decay & promotion) and **space** (self-organizing topic tree). Important memories get

Local serverstdioPython

What is the Engram Rs MCP Server?

Memory engine for AI agents. Two axes: time (three-layer decay & promotion) and space (self-organizing topic tree). Important memories get promoted, noise

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Maintainer setup documentation.

How to install the Engram Rs MCP Server

{
  "mcpServers": {
    "engram-rs": {
      "command": "npx",
      "args": ["-y", "engram-rs-mcp"],
      "env": {
        "ENGRAM_LLM_URL": "your-value",
        "ENGRAM_LLM_KEY": "your-value",
        "ENGRAM_LLM_PROVIDER": "your-value"
      }
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

VariableDescriptionRequired
ENGRAM_LLM_URLEndpoint or connection string the server talks to.Yes
ENGRAM_LLM_KEYCredential the server authenticates with.Yes
ENGRAM_LLM_PROVIDERConfiguration value read at startup.Optional

Example prompts to try

  • “Use Engram Rs to Triggers.”

Frequently asked questions

Memory engine for AI agents. Two axes: **time** (three-layer decay & promotion) and **space** (self-organizing topic tree). Important memories get promoted, noise Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.