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Memory Bank MCP Server: Scalable Memory Orchestration - MCP Implementation

Memory Bank MCP Server: Scalable Memory Orchestration

Streamline remote memory management with MCP Server—Cline-inspired, enterprise-grade scalability for effortless memory orchestration.

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About Memory Bank MCP Server

What is Memory Bank MCP Server: Scalable Memory Orchestration?

Memory Bank MCP Server is a centralized solution for managing distributed memory resources across multiple projects. It transforms traditional file-based memory storage into a scalable, remote-accessible service, enabling teams to organize data with strict structural integrity. Built on the MCP protocol, it extends the core concepts of the Cline Memory Bank framework by adding multi-tenant support and networked operations, ensuring secure isolation between projects while maintaining efficient resource allocation.

How to Use Memory Bank MCP Server: Scalable Memory Orchestration?

Getting started involves three main steps:
1. Install via npm and configure project-specific settings using environment variables
2. Define memory structures through the API schema validator
3. Deploy either locally or to cloud environments with built-in orchestration tools. The included CLI simplifies common operations like synchronization, backup, and cross-project data migration.

Memory Bank MCP Server Features

Key Features of Memory Bank MCP Server

  • Granular Project Isolation: Enforces strict boundaries between projects using role-based access controls and separate namespace management
  • Remote Orchestration: Supports distributed deployments with real-time synchronization across multiple nodes
  • Schema Validation: Enforces data integrity through customizable JSON Schema validation pipelines
  • Automated Workflows: Built-in task queues handle backups, audits, and data migrations without manual intervention

Use Cases for Memory Bank MCP Server

Typical applications include:
• Centralized knowledge bases for global development teams
• Secure data sharing between microservices architectures
• Compliance-driven environments requiring audit trails
• Real-time collaboration platforms needing versioned data storage

Memory Bank MCP Server FAQ

FAQ from Memory Bank MCP Server

Q: Does this require special hardware?
A: Works on standard servers - tested with 100+ concurrent projects on commodity cloud instances

Q: How is security handled?
A: Uses role-based access controls, encrypted data transport, and project-level encryption keys

Q: Can it integrate with existing tools?
A: Provides REST API for custom integrations and supports major CI/CD platforms through plugins

Q: What about performance scaling?
A: Horizontal scaling with automatic load balancing across nodes using the built-in Kubernetes operator

Content

Memory Bank MCP Server

smithery badge npm version npm downloads

Memory Bank Server MCP server

A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

Overview

The Memory Bank MCP Server transforms traditional file-based memory banks into a centralized service that:

  • Provides remote access to memory bank files via MCP protocol
  • Enables multi-project memory bank management
  • Maintains consistent file structure and validation
  • Ensures proper isolation between project memory banks

Features

  • Multi-Project Support

    • Project-specific directories
    • File structure enforcement
    • Path traversal prevention
    • Project listing capabilities
    • File listing per project
  • Remote Accessibility

    • Full MCP protocol implementation
    • Type-safe operations
    • Proper error handling
    • Security through project isolation
  • Core Operations

    • Read/write/update memory bank files
    • List available projects
    • List files within projects
    • Project existence validation
    • Safe read-only operations

Installation

Installation

To install Memory Bank Server for Claude Desktop automatically via Smithery:

npx -y @smithery/cli install @alioshr/memory-bank-mcp --client claude

This will set up the MCP server configuration automatically. Alternatively, you can configure the server manually as described in the Configuration section below.

Quick Start

  1. Configure the MCP server in your settings (see Configuration section below)
  2. Start using the memory bank tools in your AI assistant

Configuration

The memory bank MCP server needs to be configured in your Cline MCP settings file. The location depends on your setup:

  • For Cline extension: ~/Library/Application Support/Cursor/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json
  • For Claude desktop app: ~/Library/Application Support/Claude/claude_desktop_config.json

Add the following configuration to your MCP settings:

{
  "allpepper-memory-bank": {
    "command": "npx",
    "args": ["-y", "@allpepper/memory-bank-mcp"],
    "env": {
      "MEMORY_BANK_ROOT": "<path-to-bank>"
    },
    "disabled": false,
    "autoApprove": [
      "memory_bank_read",
      "memory_bank_write",
      "memory_bank_update",
      "list_projects",
      "list_project_files"
    ]
  }
}

Configuration Details

  • MEMORY_BANK_ROOT: Directory where project memory banks will be stored (e.g., /path/to/memory-bank)
  • disabled: Set to false to enable the server
  • autoApprove: List of operations that don't require explicit user approval:
    • memory_bank_read: Read memory bank files
    • memory_bank_write: Create new memory bank files
    • memory_bank_update: Update existing memory bank files
    • list_projects: List available projects
    • list_project_files: List files within a project

For Cursor

For Cursor, open the settings -> features -> add MCP server -> add the following:

env MEMORY_BANK_ROOT=<path-to-bank> npx -y @allpepper/memory-bank-mcp@latest

Custom IA instructions

This section contains the instructions that should be pasted on the AI custom instructions, either for Cline, Claude or Cursor, or any other MCP client. You should copy and paste these rules. For reference, see custom-instructions.md which contains these rules.

Development

# Install dependencies
npm install

# Build
npm run build

# Test
npm run test

# Watch mode
npm run dev

Contributing

Contributions are welcome! Please follow these steps:

  1. Fork the repository
  2. Create a feature branch (git checkout -b feature/amazing-feature)
  3. Commit your changes (git commit -m 'Add amazing feature')
  4. Push to the branch (git push origin feature/amazing-feature)
  5. Open a Pull Request

Development Guidelines

  • Use TypeScript for all new code
  • Maintain type safety across the codebase
  • Add tests for new features
  • Update documentation as needed
  • Follow existing code style and patterns

Testing

  • Write unit tests for new features
  • Include multi-project scenario tests
  • Test error cases thoroughly
  • Validate type constraints
  • Mock filesystem operations appropriately

License

This project is licensed under the MIT License - see the LICENSE file for details.

Acknowledgments

This project implements the memory bank concept originally documented in the Cline Memory Bank, extending it with remote capabilities and multi-project support.

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