Memory Bank Loader MCP
M

Memory Bank Loader MCP

An MCP server for batch - reading memory bank files, which reduces the frequency of AI tool calls and saves time and costs by loading all files in the directory at once.
2.5 points
5.1K

What is the Memory Bank Loader?

This is a specially designed MCP server for reading all files in the memory bank directory at once. It optimizes the workflow by reducing the number of AI tool calls and is particularly suitable for scenarios where frequent access to the project context (memory bank) is required.

How to use the Memory Bank Loader?

You can integrate it into your workflow through simple configuration and then use the provided tool commands to read the memory bank content.

Applicable scenarios

This tool is particularly useful when you need to provide a complete project context to an AI model or when you need to access memory bank files frequently but want to reduce the call overhead.

Main features

Recursive file reading
Capable of automatically reading all files in the specified directory and its subdirectories
Intelligent file sorting
Organize files in a specific priority order: root - level files first, specific priority files (such as projectbrief.md) second, and the remaining files sorted alphabetically by path
Optimize AI context
Specifically designed to provide clear and structured context information for AI models
Advantages
Significantly reduce the frequency of AI tool calls, saving time and costs
Provide a structured file organization method to optimize AI model understanding
Easy to use and can be reused after a single configuration
Limitations
Requires pre - organizing the memory bank directory structure
Currently only supports file reading functions and does not support file modification

How to use

Installation and configuration
Install the server via npm or direct build
Server configuration
Add server settings to your MCP configuration file
Use the tool
Call the read - memory - bank tool to read the memory bank content

Usage examples

Provide project context for AI
When starting a new project, load all relevant documents to the AI assistant at once
Quickly consult the knowledge base
When you need to consult the company's knowledge base, quickly load all relevant documents

Frequently Asked Questions

What types of files should the memory bank directory contain?
How to ensure that certain files are displayed first?
Does it support large - file processing?

Related resources

GitHub repository
Project source code and latest updates
MCP protocol documentation
Official documentation of the Model Context Protocol

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
8.7K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
5.9K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
5.4K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
7.8K
5 points
M
Mcpjungle
MCPJungle is a self-hosted MCP gateway used to centrally manage and proxy multiple MCP servers, providing a unified tool access interface for AI agents.
Go
0
4.5 points
C
Cipher
Cipher is an open-source memory layer framework designed for programming AI agents. It integrates with various IDEs and AI coding assistants through the MCP protocol, providing core functions such as automatic memory generation, team memory sharing, and dual-system memory management.
TypeScript
0
5 points
N
Nexus
Nexus is an AI tool aggregation gateway that supports connecting multiple MCP servers and LLM providers, providing tool search, execution, and model routing functions through a unified endpoint, and supporting security authentication and rate limiting.
Rust
0
4 points
S
Shadcn Ui MCP Server
An MCP server that provides shadcn/ui component integration for AI workflows, supporting React, Svelte, and Vue frameworks. It includes functions for accessing component source code, examples, and metadata.
TypeScript
12.1K
5 points
G
Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
16.6K
4.3 points
N
Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
14.8K
4.5 points
M
Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
24.5K
5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
44.7K
4.3 points
U
Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
20.2K
5 points
F
Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
44.3K
4.5 points
M
Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
30.2K
4.8 points
G
Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
15.8K
4.5 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIBase