AIBase
EN
Explore
UI TARS Desktop
U

UI TARS Desktop

Certified
Changesets is an automated tool to help manage the version control and release process of multi-package or single-package codebases.
Developer toolsKnowledge management and memory#Version Control#Automation#Release Tool.TypeScript
5 points
26.1K
Open Site

Overview

Content Details

Alternatives

What is an MCP Server?

An MCP server is a distributed system that allows users to synchronize and manage the context information of models across multiple devices. It simplifies the collaborative development and deployment process of models through a unified protocol.

How to Use an MCP Server?

First, install the MCP server. Then, configure your model environment. Finally, start the server to achieve context synchronization across multiple devices.

Applicable Scenarios

Suitable for teams that need to collaborate across devices, such as researchers who want to share the model state between the laboratory and home.

Main Features

Context Synchronization
Supports real-time synchronization of the training status and parameters of models.
Multi-device Support
Supports context sharing across various hardware platforms (e.g., GPU, CPU).
Version Control
Records the history of each context update for easy backtracking and debugging.
Advantages
Improve team collaboration efficiency
Reduce redundant workload
Limitations
High requirements for the network environment
The initial setup complexity may be relatively high

How to Use

Install the MCP Server
Download and install the MCP software package on the target machine.
Configure the Server
Edit the configuration file to specify the listening port and service options.
Start the Server
Run the command to start the MCP service.

Usage Examples

Example 1: Synchronization between Laboratory and Home
Start the MCP server in the laboratory, and researchers at home can easily connect and continue training.
Example 2: Multi-person Collaborative Development
Multiple developers jointly maintain the same model project and share progress in real-time.

Frequently Asked Questions

Does the MCP server support custom protocols?
How to solve the recovery problem after a network interruption?

Related Resources

Official Documentation
Detailed installation guides and user manuals.
GitHub Code Repository
Source code address and community discussions.
Video Tutorial
Quick start video.

Installation

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

Alternatives

R
Rsdoctor
Rsdoctor is a build analysis tool specifically designed for the Rspack ecosystem, fully compatible with webpack. It provides visual build analysis, multi - dimensional performance diagnosis, and intelligent optimization suggestions to help developers improve build efficiency and engineering quality.
TypeScript
8.6K
5 points
N
Next Devtools MCP
The Next.js development tools MCP server provides Next.js development tools and utilities for AI programming assistants such as Claude and Cursor, including runtime diagnostics, development automation, and document access functions.
TypeScript
8.2K
5 points
T
Testkube
Testkube is a test orchestration and execution framework for cloud-native applications, providing a unified platform to define, run, and analyze tests. It supports existing testing tools and Kubernetes infrastructure.
Go
5.1K
5 points
M
MCP Windbg
An MCP server that integrates AI models with WinDbg/CDB for analyzing Windows crash dump files and remote debugging, supporting natural language interaction to execute debugging commands.
Python
9.4K
5 points
R
Runno
Runno is a collection of JavaScript toolkits for securely running code in multiple programming languages in environments such as browsers and Node.js. It achieves sandboxed execution through WebAssembly and WASI, supports languages such as Python, Ruby, JavaScript, SQLite, C/C++, and provides integration methods such as web components and MCP servers.
TypeScript
7.4K
5 points
N
Netdata
Netdata is an open-source real-time infrastructure monitoring platform that provides second-level metric collection, visualization, machine learning-driven anomaly detection, and automated alerts. It can achieve full-stack monitoring without complex configuration.
Go
9.4K
5 points
M
MCP Server
The Mapbox MCP Server is a model context protocol server implemented in Node.js, providing AI applications with access to Mapbox geospatial APIs, including functions such as geocoding, point - of - interest search, route planning, isochrone analysis, and static map generation.
TypeScript
6.7K
4 points
U
Uniprof
Uniprof is a tool that simplifies CPU performance analysis. It supports multiple programming languages and runtimes, does not require code modification or additional dependencies, and can perform one-click performance profiling and hotspot analysis through Docker containers or the host mode.
TypeScript
8.2K
4.5 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
17.7K
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
30.8K
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
20.4K
4.3 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
61.4K
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#
26.7K
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
56.9K
4.5 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
19.8K
4.5 points
C
Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
85.4K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
English简体中文繁體中文にほんご
© 2026AIBase