Ws MCP
ws-mcp is a tool that encapsulates MCP standard input-output servers as WebSockets, mainly used in conjunction with kibitz and supports managing multiple MCP services through a configuration file.
2.5 points
7.1K

What is ws-mcp?

ws-mcp is a tool that converts MCP (Model Context Protocol) standard input-output servers into WebSocket services. It allows you to interact with various MCP servers via the WebSocket protocol, especially suitable for use with front-end tools like kibitz.

How to use ws-mcp?

You can start ws-mcp through a simple command line. It will automatically run the MCP servers specified in the configuration file and expose them as WebSocket endpoints.

Applicable scenarios

When you need to integrate MCP server functions into a front-end application or access MCP services across the network, ws-mcp is an ideal choice.

Main features

Multi-server support
It can run and wrap multiple MCP servers simultaneously, with each server having an independent WebSocket endpoint.
Flexible configuration
It supports specifying the MCP servers to run through a configuration file or command-line parameters.
Environment variable support
You can pass environment variables to the MCP server through a.env file or the command line.
Advantages
Simplifies the integration of MCP servers in front-end applications
Supports the simultaneous operation of multiple MCP servers
Flexible configuration and easy to expand
Limitations
Requires the pre-installation of the uv toolchain
Some MCP servers may have specific platform requirements
WebSocket connections require additional error handling and reconnection

How to use

Install the uv tool
First, you need to install the uv toolchain, which is a prerequisite for running ws-mcp.
Prepare the configuration file
Copy the sample configuration file and modify it as needed, adding or removing the required MCP servers.
Run ws-mcp
Use the uvx command to start ws-mcp, and you can specify the configuration file and port.

Usage examples

Integrate file management functionality
Provide file system operation capabilities through the wcgw server
Add HTTP request capabilities
Provide HTTP request functionality through the fetch server
Integrate Brave search
Provide web search functionality through the Brave search server

Frequently Asked Questions

How to run wcgw on Linux?
Can multiple MCP servers be run simultaneously?
How to pass environment variables to the MCP server?

Related resources

uv tool documentation
uv installation and usage guide
kibitz project
A front-end tool used in conjunction with ws-mcp
MCP protocol specification
Official documentation for 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

K
Klavis
Klavis AI is an open-source project that provides a simple and easy-to-use MCP (Model Context Protocol) service on Slack, Discord, and Web platforms. It includes various functions such as report generation, YouTube tools, and document conversion, supporting non-technical users and developers to use AI workflows.
TypeScript
7.6K
5 points
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
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