A-MEM

Verified Integration

Author: @leveraging•Category: ServerApplication

GitHub Repository

JSON-RPC 2.0

Protocol Standard

Sub-second

Execution Latency

Active

Operational Status

Client Configuration

— Connect A-MEM to Claude Desktop or Cursor in seconds

{
  "mcpServers": {
    "a-mem-1": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-a-mem-1"
      ],
      "env": {}
    }
  }
}

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows).

Architecture & Capabilities

System Overview

Manages agentic memory for LLM agents, offering direct integration into IDEs like Cursor and VSCode via the MCP protocol.

Indexed Date

7/21/2026

License

Open Source

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for A-MEM

A-MEM employs a unique dual-storage architecture: ChromaDB for vector similarity search and NetworkX for explicit, typed graph relationships. This enables intelligent semantic retrieval by leveraging graph traversal to find deeply related memories.

Related MCP Servers

Browse all servers →

@configuring

0xArchive

Provides comprehensive historical and real-time crypto market data, including orderbooks, trades, candles, and more, from Hyperliquid, HIP-3, and Lighter.xyz.

MCP Server5 FAQs

Learn more

@spawning

0xGasless

Facilitates gasless blockchain transactions and interactions directly from Claude AI conversations.

MCP Server4 FAQs

Learn more

@spawning

0xGasless

Bridges Claude AI with blockchain networks, enabling gasless transactions, swaps, and transfers directly from natural language conversations.

MCP Server5 FAQs

Learn more