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AgentKits Memory MCP Server

Provides a local, fast, zero-dependency memory store for AI coding assistants with MCP tools for saving, searching, recalling, listing, and monitoring memories.

Installation

Add the following to your MCP client configuration file.

Configuration

View docs

{
  "mcpServers": {
    "aitytech-agentkits-memory": {
      "command": "npx",
      "args": [
        "agentkits-memory-server"
      ]
    }
  }
}

You can persist decisions, patterns, errors, and session context locally with AgentKits Memory MCP, a fast, zero-dependency memory store that runs entirely on your machine. It enables your AI coding assistant to remember important details across sessions, without cloud services or keys, and with seamless local performance.

How to use

You will run a local MCP server that hosts memory operations and optionally a web viewer. The memory server provides tools to save, search, recall, list, and monitor memories. Your AI assistant can store contextual information about decisions, patterns, errors, and session observations, then query or export memories as needed.

Operate Memory MCP through your MCP client by starting the memory server and, optionally, the web viewer. Use the memory tools to save contextual entries during development, search with semantic similarity, recall topics, and export memories for version control.

How to install

Prerequisites: you need Node.js version 18.0.0 or newer installed on your system.

1) Install the memory package in your project.

npm install @aitytech/agentkits-memory

2) Configure the MCP server in your project configuration. Add a memory server entry under mcpServers that runs the memory server via npx.

{
  "mcpServers": {
    "memory": {
      "command": "npx",
      "args": ["agentkits-memory-server"]
    }
  }
}

Run the server and web viewer

Start the MCP memory server using the configuration above, then (optionally) start the web viewer for a browser UI.

npx agentkits-memory-server

Open the web viewer at the default port to manage memories.

npx agentkits-memory-web

Available tools

memory_save

Save decisions, patterns, errors, or context for persistent memory.

memory_search

Search memories using semantic similarity to find relevant context.

memory_recall

Recall all memories related to a specific topic.

memory_list

List recent memories for quick review.

memory_status

Check the health and status of the memory system.