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MoLing MCP Server

calendar_todayAdded Jan 27, 2026
categoryAgent & Tooling
codeOpen Source
Workflow AutomationModel Context ProtocolGoAI AgentsBrowser AutomationAgent & ToolingAutomation, Workflow & RPAProtocol, API & IntegrationEnterprise Applications & Office

MoLing is a computer-use and browser-use based MCP server that serves as a dependency-free local office AI assistant, enabling file system operations and command execution through system APIs.

One-Minute Overview#

MoLing is a dependency-free local office AI assistant that implements system interaction through operating system APIs. It enables file system operations and command execution capabilities, compatible with Windows, Linux, and macOS, making it ideal for users looking to simplify office automation workflows.

Core Value: No environment configuration required, cross-platform operation, directly improving office efficiency

Quick Start#

Installation Difficulty: Low - Script-based installation without requiring any development environments

# Linux/MacOS installation
/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/gojue/moling/HEAD/install/install.sh)"

# Windows installation
powershell -ExecutionPolicy ByPass -c "irm https://raw.githubusercontent.com/gojue/moling/HEAD/install/install.ps1 | iex"

Is this suitable for my needs?

  • ✅ File batch processing: Can read, write, merge, and aggregate files
  • ✅ Command line operations: Direct system command execution
  • ✅ Browser automation: Supports Chrome browser control
  • ❌ Complex UI interaction needed: Focuses on command-line and file operations
  • ❌ Cross-browser support required: Currently only supports Chrome browser

Core Capabilities#

1. File System Operations - Solving multi-file processing challenges#

  • Supports reading, writing, merging, statistics, and aggregation of files Actual Value: Automatically document organization and data analysis without manual handling of numerous files

2. Command Line Terminal - Enabling system-level task automation#

  • Direct execution of system commands Actual Value: Complete system maintenance and management tasks through AI assistant, improving work efficiency

3. Browser Control - Addressing web automation needs#

  • Implements browser control based on chromedp Actual Value: Automatically handle web tasks such as data scraping and form filling

4. Multiple Operation Modes - Adapting to different use cases#

  • Supports both Stdio (interactive) and SSE (headless) modes Actual Value: Can function as both an interactive tool and a background automation service

Technology Stack & Integration#

Development Language: Go Major Dependencies:

  • chromedp (for browser control)
  • Golang toolchain (required for building) Integration Method: MCP protocol (connects to clients via configuration)

Ecosystem & Extensions#

  • MCP Client Support:
    • Claude
    • Cline
    • Cherry Studio
    • Other clients supporting MCP protocol

Maintenance Status#

  • Development Activity: Actively being developed with clear version updates and CI processes
  • Recent Updates: Recent feature updates and documentation improvements
  • Community Response: Configuration examples and usage demos provided

Commercial & Licensing#

License: Apache License 2.0

  • ✅ Commercial Use: Allowed
  • ✅ Modification: Allowed
  • ⚠️ Restrictions: Copyright notice must be retained

Documentation & Learning Resources#

  • Documentation Quality: Comprehensive
  • Official Documentation: https://github.com/gojue/moling
  • Example Code: Configuration examples provided
  • Installation Scripts: Available for Windows, Linux, and macOS

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