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local-memory-mcp

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Local Memory MCP Server - AI-powered persistent memory system for Claude Code, Claude Desktop, Gemini, Codex, OpenCode and other MCP-compatible tools

Stars
5
Updated
Feb 9, 2026
Validated
Feb 10, 2026

Validation Error:

Process exited with code 126. stderr: sh: 1: local-memory: Exec format error

Quick Install

npx -y local-memory-mcp

Local Memory - Binary Distribution

Version 1.4.1 - Ready-to-run binaries for macOS, Linux, and Windows.

Local Memory is an AI-powered persistent memory system with vector search, semantic analysis, and intelligent categorization through the Model Context Protocol (MCP). It works with Claude Code, Claude Desktop, Gemini, Codex, Cursor, and other MCP-compatible tools.

Download

PlatformDownload
macOS (Apple Silicon)local-memory-macos-arm
macOS (Intel)local-memory-macos-intel
macOS (Universal)local-memory-universal.zip
Linux (x64)local-memory-linux
Windows (x64)local-memory-windows.exe

Quick Start

# 1. Make executable (macOS/Linux)
chmod +x ./local-memory-*

# 2. Activate license
./local-memory license activate LM-XXXX-XXXX-XXXX-XXXX-XXXX

# 3. Start the service
./local-memory start

# 4. Store and search memories
./local-memory remember "Important project notes"
./local-memory search "project notes"

Claude Desktop Integration

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "local-memory": {
      "command": "/full/path/to/local-memory",
      "args": [
        "--mcp"
      ],
      "transport": "stdio"
    }
  }
}

Use the full path to your downloaded binary.

Platform Notes

macOS: First run may show a security warning. Go to System Preferences > Security & Privacy > Allow anyway, or run: xattr -d com.apple.quarantine ./local-memory-*

Windows: May show SmartScreen warning. Click "More info" then "Run anyway".

Linux: Ensure executable permissions with chmod +x ./local-memory-linux.

What's New in v1.4.1

  • Multi-Provider AI Backend - Mix and match AI providers for embeddings and chat: Ollama (local, default), OpenAI, Anthropic (Claude), claude CLI, and OpenAI-compatible servers (LM Studio, vLLM, LocalAI). Fallback chains and circuit breakers for resilience.
  • Agent Attribution - Track which agent and machine stored each memory with automatic detection
  • Default Domain - Organize memories by project with intelligent domain detection from agent config files
  • Security Hardening - API key redaction, SSRF protection, command injection prevention, secure file permissions

Also Available Via NPM

npm install -g local-memory-mcp

The npm package handles binary download and PATH setup automatically.

Support


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