MCP Directory

ShipItAndPray/mcp-memory

GitHub
Productivity

Smart memory with exponential decay. Memories strengthen on access and fade when unused — solving the Karpathy problem of unbounded context growth. 7 tools, SQLite-based, zero dependencies.

Direct install

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

npx -y mcp-memory

Use with Agent-CoreX

Agent-CoreX intelligently routes which tools from ShipItAndPray/mcp-memory your AI agent actually needs per request — reducing token usage and cost.

agent-corex.json

{
  "mcpServers": {
    "mcp-memory": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-memory"
      ]
    }
  }
}

Route ShipItAndPray/mcp-memory intelligently

Connect in 2 minutes. Only pay for the tools your agent actually uses.

Installation Guide

Use with Agent-CoreX

Recommended: intelligent tool routing, lower costs

uvx agent-corex mcp add mcp-memory

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

Direct Install

Use ShipItAndPray/mcp-memory directly without routing

npx -y mcp-memory

New to Agent-CoreX? View setup guide →

ShipItAndPray/mcp-memory MCP Server — Agent-CoreX