Memory MCP Server

This is an MCP server for retrieving all files in the memory-bank directory at once. Its purpose is to reduce AI tool invocation frequency when

Local serverstdio

What is the Memory MCP server?

Most knowledge and memory work still happens through a UI a human drives. Memory MCP server moves it into the conversation instead. This is an MCP server for retrieving all files in the memory-bank directory at once. Its purpose is to reduce AI tool invocation frequency when loading memory-bank, saving both time and money.

The short version

  • Recursively reads all files within the specified directory (e.g., a 'memory-bank' directory)
  • Sorts files with a specific priority order:
  • Optimized for providing clear and structured context to AI models

The tools it exposes

The server publishes 4 tools. What each one is for:

  • read-memory-bank — Read and consolidates files from the specified memory bank directory. Use this to provide project context (Memory Bank) to the AI
  • Input — **
  • Returns — **
  • Build — The Build tool exposed by this server

Getting it running

Setup follows the usual MCP pattern — install or clone the server, register it in your client's configuration file, restart the client. The configuration blocks on this page cover the common clients.

How it compares

Plenty of knowledge and memory servers cover similar ground. The differences that matter in practice are scope of access and how much setup stands between you and a working tool call. Memory's toolset — read-memory-bank, Input, Returns and 1 more — is a fair guide to whether it matches your workflow. It is maintained by abeyuya; worth a glance at recent repository activity before you build anything load-bearing on it.

SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.

Things to watch

  • It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
  • Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.

Available tools

ToolWhat it does
read-memory-bankRead and consolidates files from the specified memory bank directory. Use this to provide project context (Memory Bank) to the AI.
Input**
Returns**
BuildThe Build tool exposed by this server.

How to install the Memory MCP server

{
  "mcpServers": {
    "memory-bank-loader": {
      "command": "npx",
      "args": [
        "-y",
        "memory-bank-loader-mcp@latest",
      ],
    }
  }
}

Configuration as documented by the project. Restart the client after saving.

Example prompts to try

  • Use Memory to read-memory-bank.
  • Use Memory to Input.
  • Use Memory to Returns.

Frequently asked questions

It retrieves all files in a memory-bank directory at once to reduce the frequency of AI tool invocations, saving both time and money.