RLM-Memory-MCP-Server

Name: RLM-Memory-MCP-Server
Author: jumpino27

jumpino27 January 24, 2026

5 copies 0 downloads

A Model Context Protocol (MCP) server that provides AI agents with persistent memory and semantic file discovery.

RLM Memory MCP Server

Recursive Large Model (RLM) Memory System - A Model Context Protocol (MCP) server that provides AI agents with persistent memory and semantic file discovery.

The core philosophy: The AI Agent is intentionally blinded to the file system. Instead of using ls, grep, find, or dir, the AI relies on the MCP to be its eyes and memory.

How It Works

┌─────────────────────────────────────────────────────────────────┐
│                     YOU (Developer)                             │
│                                                                 │
│   npm start → Opens UI at http://localhost:3848                 │
│   View all projects and memories in real-time                   │
│   Test all tools via the testing interface                      │
└─────────────────────────────────────────────────────────────────┘
                              │
                              ▼
┌─────────────────────────────────────────────────────────────────┐
│                   projects/ directory                           │
│   rlm-memory-mcp-server/projects/                               │
│   ├── jumpinotech/.rlm/                                         │
│   ├── my-app/.rlm/                                              │
│   └── another-project/.rlm/                                     │
└─────────────────────────────────────────────────────────────────┘
                              ▲
                              │
┌─────────────────────────────────────────────────────────────────┐
│                  AI Agents (Claude Code, Codex, etc)            │
│                                                                 │
│   NEW! Bi-directional communication:                            │
│   Agent asks: "What files for this task?" → MCP answers         │
│   MCP asks: "Is indexing complete?" → Agent confirms            │
└─────────────────────────────────────────────────────────────────┘

Quick Start

cd rlm-memory-mcp-ser

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