What is zhuzhoulin dify mcp server
Dify MCP Server
A TypeScript-based MCP (Model Context Protocol) server that connects the MCP Client to Dify applications. This server dynamically exposes Dify applications as tools that can be used directly within the MCP Client.
Overview
This server implements the Model Context Protocol to bridge between MCP Client and Dify applications. It dynamically fetches application specifications from Dify APIs and exposes them as MCP tools. The server allows users to interact with multiple Dify applications through a unified interface within the MCP Client.
Features
Dynamic Dify Integration
- Connects to multiple Dify applications using API keys
- Automatically fetches application metadata and parameters
- Dynamically generates tool interfaces based on Dify application specifications
- Supports various input types including text, paragraphs, and select dropdowns
Request Handling
- Robust error handling with request retries
- Support for both blocking and streaming response modes
- JSON BigInt handling for large numeric values
Configuration
- API keys configured through environment variables
- Configurable base URL and timeout settings
- Fallback to default values when environment variables are not available
Installation
Prerequisites
- Node.js (v16 or higher)
- npm or yarn
Setup
- Clone the repository
git clone https://github.com/zhuzhoulin/dify-mcp-server.git
cd dify-mcp-server
- Install dependencies
npm install
- Build the project
npm run build
Integration with Windsurf IDE
To use with Windsurf IDE, add the server config to your MCP settings:
{
"mcpServers": {
"dify-mcp-server": {
"command": "node",
"args": [
"/path/to/dify-mcp-server/build/index.js"
],
"env": {
"AGENT_API_KEYS": "key1,key2,key3",
"BASE_URL": "https://api.dify.ai",
"TIMEOUT": "60000"
}
}
}
}
Environment Variables
AGENT_API_KEYS
: Comma-separated list of Dify API keysBASE_URL
: Base URL for Dify API(default:https://api.dify.ai)TIMEOUT
: Request timeout in milliseconds (default: 60000)
How to get Environment Variables
API密钥(AGENT_API_KEYS): 多个以,分割
Usage
Once configured, the Dify MCP Server will:
- Connect to the specified Dify applications using the provided API keys
- Fetch application metadata and parameter specifications
- Generate MCP tool interfaces based on the Dify application configurations
- Make these tools available within the Windsurf IDE
Each Dify application will be exposed as a separate tool with a name format of dify_app_info_{application_name}
.
Development
Available Scripts
npm run build
: Build the projectnpm run prepare
: Prepare the project for distributionnpm run watch
: Watch for changes and rebuildnpm run inspector
: Run the MCP inspector for debugging
Project Structure
src/index.ts
: Main server implementationsrc/request.ts
: HTTP client for Dify API communicationsrc/type.ts
: TypeScript interfaces for Dify API
Troubleshooting
If you encounter issues:
- Verify your API keys are correct and have the necessary permissions
- Check that the BASE_URL is accessible from your environment
- Review server logs for detailed error messages
- Ensure the Dify applications are properly configured and accessible
License
This project is licensed under the terms specified in the LICENSE file.
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Frequently Asked Questions
What is MCP?
MCP (Model Context Protocol) is an open protocol that standardizes how applications provide context to LLMs. Think of MCP like a USB-C port for AI applications, providing a standardized way to connect AI models to different data sources and tools.
What are MCP Servers?
MCP Servers are lightweight programs that expose specific capabilities through the standardized Model Context Protocol. They act as bridges between LLMs like Claude and various data sources or services, allowing secure access to files, databases, APIs, and other resources.
How do MCP Servers work?
MCP Servers follow a client-server architecture where a host application (like Claude Desktop) connects to multiple servers. Each server provides specific functionality through standardized endpoints and protocols, enabling Claude to access data and perform actions through the standardized protocol.
Are MCP Servers secure?
Yes, MCP Servers are designed with security in mind. They run locally with explicit configuration and permissions, require user approval for actions, and include built-in security features to prevent unauthorized access and ensure data privacy.
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