MCP Directory

kael-bit/engram-rs

GitHub
Productivity

Hierarchical memory engine for AI agents with automatic decay, promotion, semantic dedup, and self-organizing topic tree. Single Rust binary, zero external dependencies.

Overview

Direct install

Run the underlying MCP server directly — without Agent-CoreX routing.

npx -y engram-rs

Use with Agent-CoreX

Agent-CoreX intelligently routes which tools from kael-bit/engram-rs your AI agent actually needs per request — reducing token usage and cost.

agent-corex.json

{
  "mcpServers": {
    "engram-rs": {
      "command": "npx",
      "args": [
        "-y",
        "engram-rs"
      ]
    }
  }
}

Route kael-bit/engram-rs intelligently

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Installation Guide

Use with Agent-CoreX

Recommended: intelligent tool routing, lower costs

uvx agent-corex mcp add engram-rs

Agent-CoreX selects only the tools your agent needs, cutting token usage by up to 60%.

Direct Install

Use kael-bit/engram-rs directly without routing

npx -y engram-rs

New to Agent-CoreX? View setup guide →

kael-bit/engram-rs MCP Server — Agent-CoreX