Supports integration with LangChain components in n8n workflows, offering special tools for connecting AI components and establishing connections between agent nodes, model nodes, and tool nodes.
Provides tools for building and manipulating n8n workflows through an AI-friendly interface, including creating new workflows, adding/editing nodes, managing connections between nodes, and discovering available node types.
n8n Workflow Builder MCP
This project provides a Model Context Protocol (MCP) server for building and manipulating n8n workflows JSON in Cursor IDE. It's a way to build n8n workflows just by prompting with AI in chat.
DEMO VIDEO:
Current status of implementation
It's in early development stage. Basically, it's working - MCP server creates JSON file with n8n workflow that you can copy and paste to workflow editor in n8n UI. Current problems:
- sometimes llm agents put wrong parameters in the request. I plan to find a way to fix this.
- sometimes connection between nodes is not setting. I'm working to resolve it.
- not all types of node are checked working. I'm working to resolve it.
- initial prompt does matter. If it's not clear, the agent will go wrong way. I plan to find a way to fix this.
Key Features
- Workflow Management: Create, update, and execute n8n workflows programmatically (execute is not implemented yet)
- Node Discovery: Explore available n8n nodes and their capabilities
- Connection Management: Create connections between workflow nodes
- AI Integration: Special tools for connecting AI components in workflows
- AI-Friendly Interface: Designed specifically for interaction with AI agents
Prerequisites
- Node.js (v14 or higher)
- Cursor IDE (v0.48 or newer)
- npm or yarn
- TypeScript compiler (installed as a dev dependency via
npm install
)
Installation
- Clone the repository:
- Install dependencies:
- Build the TypeScript project:
- Make the MCP server script executable (if needed):
Running the Server
Start the MCP server:
This will run the compiled code from dist/index.js
.
For development with auto-rebuild and restart on changes:
Cursor IDE Integration
There are two ways to set up the MCP server with Cursor:
Method 1: Using Cursor Settings UI (Recommended)
- Start Cursor IDE
- Go to Settings > Features > MCP Servers
- Click "Add Server" and provide the absolute path to the
dist/index.js
file (e.g.,/Users/yourname/n8n-workflow-builder-mcp/dist/index.js
) - Make sure the server is enabled
- Restart Cursor IDE for changes to take effect
Method 2: Manual Configuration
- Ensure the
.cursor
directory exists: - Create the MCP configuration file:Make sure to replace
/absolute/path/to
with the actual path on your system. - Restart Cursor IDE for changes to take effect
Available MCP Tools
The server provides the following tools for working with n8n workflows:
Tool Name | Description | Key Parameters |
---|---|---|
create_workflow | Create a new n8n workflow | workflow_name , workspace_dir |
list_workflows | List all existing workflows | (no parameters) |
get_workflow_details | Get detailed information about a specific workflow | workflow_name |
add_node | Add a new node to a workflow | workflow_name , node_type , position , parameters , node_name , typeVersion |
edit_node | Edit an existing node in a workflow | workflow_name , node_id , node_type , node_name , position , parameters |
delete_node | Delete a node from a workflow | workflow_name , node_id |
add_connection | Add a connection between nodes | workflow_name , source_node_id , source_node_output_name , target_node_id , target_node_input_name |
add_ai_connections | Add AI connections for LangChain nodes | workflow_name , agent_node_id , model_node_id , tool_node_ids |
list_available_nodes | List available node types with optional filtering | search_term (optional) |
Troubleshooting Cursor Integration
If you're having trouble getting the MCP server to work with Cursor, try these steps:
- Restart Cursor: After setting up the MCP configuration, completely close and restart Cursor.
- Check Cursor MCP settings:
- Open Cursor Settings
- Go to Features > MCP Servers
- Make sure your server is listed and enabled
- If it's listed but not working, try clicking the refresh button
- Check server logs: Look for errors in the terminal where you're running the server or in the Cursor Output panel. Select "Cursor MCP" from the dropdown in the Output panel to see MCP-specific logs.
- Verify file permissions: Make sure the
dist/index.js
file has execution permissions. - Check for port conflicts: If there are other MCP servers running, they might conflict. Check for other processes using the same ports.
- Try global installation: Instead of using a local path, you can try installing the server globally:Then update the
.cursor/mcp.json
file to use the global command.
Common Issues and Solutions
"Failed to create client"
This usually happens when:
- The MCP server isn't running
- There's a connectivity issue between Cursor and the server
- The server crashed during initialization
Try:
- Running the test script to make sure the server works correctly
- Checking for errors in the server logs
- Restarting Cursor
MCP Server is not showing up in Cursor
This can happen if:
- The
.cursor/mcp.json
file is not properly formatted - Cursor hasn't detected the configuration change
Try:
- Validating the JSON format of your
.cursor/mcp.json
file - Restarting Cursor
- Manually selecting the server in Cursor settings (if it appears there)
MCP Server shows up but tools aren't available
This can happen if:
- The server isn't properly registering its tools
- There's an issue with the ListOfferings request/response
Try:
- Running the test script to check if tools are properly registered
- Clicking the refresh button in the MCP server settings in Cursor
- Checking the server logs for any errors
Project Structure
/src
: Main source code/src/tools
: MCP tools implementation/src/models
: Data models/src/utils
: Utility functions/src/middleware
: Authentication and middleware/config
: Configuration files/tests
: Test files/workflow_nodes
: n8n node definitions/docs
: Additional documentation
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
- Fork the repository
- Create your feature branch (
git checkout -b feature/amazing-feature
) - Commit your changes (
git commit -m 'Add some amazing feature'
) - Push to the branch (
git push origin feature/amazing-feature
) - Open a Pull Request
License
Working on licence - need to have confirmation from n8n team
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