W

Windsurf MCP Server

An MCP server implementation for the Windsurf IDE project, based on Python, supporting memory plugin integration and configurable transmission and logging.
2 points
12

What is the Windsurf MCP Server?

The Windsurf MCP Server is a communication protocol server specifically designed for the Windsurf IDE. It allows the IDE to interact with various models and plugins in a standardized manner. As middleware, it simplifies the integration process of complex AI models.

How to use the Windsurf MCP Server?

The service can be started via a simple installation script, and server parameters can be customized in the configuration file. After the service is running, it will automatically handle the communication protocol conversion between the IDE and the models.

Applicable scenarios

It is most suitable for scenarios where multiple AI models need to be integrated into the development environment, especially when unified management of the input and output formats of different models is required.

Main features

Python service foundationBuilt on Python 3.8+, providing flexible extensibility
Memory plugin integrationBuilt-in support for @memoryplugin to achieve efficient memory management
Configurable transmissionSupports customizing transmission protocols and log settings through a JSON configuration file

Advantages and limitations

Advantages
Standardized protocols simplify model integration
Lightweight Python implementation is easy to deploy
Flexible configurable options meet different needs
Limitations
Currently only supports calls in the Node.js environment
The memory plugin requires additional learning costs
Configuration changes require restarting the service

How to use

Environment preparation
Ensure that Python 3.8+ and the Node.js runtime environment are installed on the system
Get the code
Clone the repository to the local development environment
Install dependencies
Install the necessary Node.js dependency packages
Configure the service
Edit the mcp_config.json file to set server parameters
Start the service
Run the startup script to start the MCP service

Usage examples

Integrate a custom modelConnect a trained AI model to the Windsurf IDE via the MCP protocol
Debug plugin interactionUse the memory plugin to monitor the communication process between the model and the IDE

Frequently Asked Questions

What could be the reasons for the service startup failure?
How to modify the service port?
Does it support the Windows system?

Related resources

GitHub repository
Project source code and the latest version
MCP protocol documentation
Official description of the Model Context Protocol
Windsurf IDE
Homepage of the supporting IDE project
Installation
Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.
S
Search1api
The Search1API MCP Server is a server based on the Model Context Protocol (MCP), providing search and crawling functions, and supporting multiple search services and tools.
TypeScript
342
4 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
829
4.3 points
A
Apple Notes MCP
A server that provides local Apple Notes database access for the Claude desktop client, supporting reading and searching of note content.
Python
207
4.3 points
M
MCP Alchemy
Certified
MCP Alchemy is a tool that connects Claude Desktop to multiple databases, supporting SQL queries, database structure analysis, and data report generation.
Python
322
4.2 points
P
Postgresql MCP
A PostgreSQL database MCP service based on the FastMCP library, providing CRUD operations, schema inspection, and custom SQL query functions for specified tables.
Python
110
4 points
M
MCP Scan
MCP-Scan is a security scanning tool for MCP servers, used to detect common security vulnerabilities such as prompt injection, tool poisoning, and cross-domain escalation.
Python
615
5 points
A
Agentic Radar
Agentic Radar is a security scanning tool for analyzing and assessing agentic systems, helping developers, researchers, and security experts understand the workflows of agentic systems and identify potential vulnerabilities.
Python
555
5 points
C
Cloudflare
Changesets is a build tool for managing versions and releases in multi - package or single - package repositories.
TypeScript
1.5K
5 points
Featured MCP Services
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
85
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
140
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
1.7K
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
829
4.3 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
6.7K
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#
564
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
282
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
753
4.8 points
AIbase
Zhiqi Future, Your AI Solution Think Tank
© 2025AIbase