memory-bank-loader-mcp
by abeyuya
This MCP server retrieves all files in a memory-bank directory at once. It aims to reduce AI tool invocation frequency when loading memory-banks, saving time and money.
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What is memory-bank-loader-mcp?
The memory-bank-loader-mcp is an MCP (Modular Computation Platform) server designed to efficiently load and organize files from a specified directory, referred to as a 'memory bank'. It prioritizes files based on their location and name, providing a structured context for AI models.
How to use memory-bank-loader-mcp?
The server can be set up using either NPX or by building the project using npm run build. The provided JSON configurations show how to integrate it into an MCP environment, specifying the command and arguments required to run the server. The read-memory-bank tool is used to read and consolidate files from the specified memory bank directory, providing project context to the AI. It requires the full, absolute path to the memory bank directory as input.
Key features of memory-bank-loader-mcp
Recursively reads all files within a specified directory.
Sorts files with a specific priority order (root-level, priority files, then alphabetically).
Optimized for providing clear and structured context to AI models.
Provides a
read-memory-banktool for easy integration.
Use cases of memory-bank-loader-mcp
Providing context to AI models for project understanding.
Loading knowledge bases for AI agents.
Organizing and structuring data for AI processing.
Reducing the number of API calls to AI models by consolidating data.
FAQ from memory-bank-loader-mcp
What is a memory bank?
What is a memory bank?
A memory bank is a directory containing files that represent a body of knowledge or context for an AI model.
Why use this server?
Why use this server?
This server reduces AI tool invocation frequency, saving time and money when loading memory banks.
How does the server sort files?
How does the server sort files?
The server sorts files by prioritizing root-level files, then specific priority files within the root, and finally alphabetically by relative path for all other files.
What is the read-memory-bank tool?
What is the read-memory-bank tool?
The read-memory-bank tool reads and consolidates files from the specified memory bank directory, providing project context to the AI.
What input does the read-memory-bank tool require?
What input does the read-memory-bank tool require?
The read-memory-bank tool requires the full, absolute path to the directory containing the memory bank files.