Memory Bank MCP Server
M

Memory Bank MCP Server

A memory bank server based on the MCP protocol, supporting multi - project isolation and Markdown document management, providing tool call interfaces for large language models.
2.5 points
8.8K

What is the Memory Bank MCP Server?

The Memory Bank MCP Server is a memory bank system based on the Model Context Protocol (MCP). It supports multi - project isolation and Markdown format document management. It provides tool interfaces for large language models (LLMs) to help users manage and call project information.

How to use the Memory Bank MCP Server?

After installing and configuring the server, you can create, update, and delete projects, and manage project documents and rules. You can also operate through the Web interface or the command line, and it supports integration with tools such as Cursor.

Applicable scenarios

Suitable for development teams, researchers who need to manage multiple projects, documents, and rules, and users who use large language models for task processing.

Main features

Compliant with MCP protocol
Fully compliant with the Model Context Protocol specification and can be directly called by large models
Multi - project isolation
Supports isolated management of multiple projects, and information such as project tasks and progress is stored separately
Markdown format documents
All project documents are stored in Markdown format, which is easy to edit and maintain
Web interface
Provides an intuitive Web management interface to view and edit project documents
Flexible rule system
Supports the setting of global rules and project - specific rules. Project rules take precedence over global rules
Import and export functions
Supports data import and export at the project level
No database required
Uses the file system for storage, reducing the deployment threshold
Advantages
Supports multi - project management, suitable for complex project collaboration
Uses Markdown format, which is convenient for editing and maintenance
Provides a Web interface, with intuitive operation
No database required, easy to deploy
Supports integration with tools such as Cursor
Limitations
Currently does not support a user authentication system
Does not have a real - time collaborative editing function
Does not support advanced search functions

How to use

Clone the code repository
Clone the code repository of the Memory Bank MCP Server from GitHub
Install dependencies
Enter the project directory and install the necessary dependency packages
Build the project
Run the build command to generate an executable file
Start the server
Select to start the Web server or the MCP server according to your needs

Usage cases

Create a new project
Create a new project named 'My Project' using commands in Cursor
Update the task list
Edit the task document in the project through the Web interface and add new task items

Frequently Asked Questions

How to start the MCP server?
How to create a new project?
How to delete a project?
How to update document content?
How to get project rules?

Related resources

Official documentation
The official documentation and source code repository of the Memory Bank MCP Server
Usage tutorial
Details the usage methods and parameter descriptions of the MCP tool interface
License
MIT license file

Installation

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

Alternatives

A
Airweave
Airweave is an open - source context retrieval layer for AI agents and RAG systems. It connects and synchronizes data from various applications, tools, and databases, and provides relevant, real - time, multi - source contextual information to AI agents through a unified search interface.
Python
15.2K
5 points
V
Vestige
Vestige is an AI memory engine based on cognitive science. By implementing 29 neuroscience modules such as prediction error gating, FSRS - 6 spaced repetition, and memory dreaming, it provides long - term memory capabilities for AI. It includes a 3D visualization dashboard and 21 MCP tools, runs completely locally, and does not require the cloud.
Rust
9.5K
4.5 points
M
Moltbrain
MoltBrain is a long-term memory layer plugin designed for OpenClaw, MoltBook, and Claude Code, capable of automatically learning and recalling project context, providing intelligent search, observation recording, analysis statistics, and persistent storage functions.
TypeScript
10.1K
4.5 points
B
Bm.md
A feature-rich Markdown typesetting tool that supports multiple style themes and platform adaptation, providing real-time editing preview, image export, and API integration capabilities
TypeScript
15.9K
5 points
S
Security Detections MCP
Security Detections MCP is a server based on the Model Context Protocol that allows LLMs to query a unified security detection rule database covering Sigma, Splunk ESCU, Elastic, and KQL formats. The latest version 3.0 is upgraded to an autonomous detection engineering platform that can automatically extract TTPs from threat intelligence, analyze coverage gaps, generate SIEM-native format detection rules, run tests, and verify. The project includes over 71 tools, 11 pre-built workflow prompts, and a knowledge graph system, supporting multiple SIEM platforms.
TypeScript
6.7K
4 points
P
Paperbanana
Python
8.9K
5 points
B
Better Icons
An MCP server and CLI tool that provides search and retrieval of over 200,000 icons, supports more than 150 icon libraries, and helps AI assistants and developers quickly obtain and use icons.
TypeScript
8.7K
4.5 points
A
Assistant Ui
assistant - ui is an open - source TypeScript/React library for quickly building production - grade AI chat interfaces, providing composable UI components, streaming responses, accessibility, etc., and supporting multiple AI backends and models.
TypeScript
10.0K
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
38.1K
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
80.3K
4.3 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
28.5K
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
23.8K
4.5 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
69.6K
4.5 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#
37.4K
5 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
24.0K
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
56.4K
4.8 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2026AIBase