openclaw/extensions/cursor-mcp

OpenClaw Cursor MCP Integration

This extension provides Model Context Protocol (MCP) server integration for Cursor IDE, enabling OpenClaw as an AI backend within Cursor's Composer Agent.

Features

• Chat with OpenClaw Agent: Use OpenClaw's AI capabilities directly in Cursor
• Session Management: Create, list, and manage conversation sessions
• Multi-Channel Messaging: Send messages through WhatsApp, Telegram, Discord, Slack, and more
• Model Selection: Choose from any AI model configured in OpenClaw
• Code Assistance Prompts: Built-in prompts for code review, debugging, test generation, and more

Quick Start

Prerequisites

1. OpenClaw installed and gateway running:

   npm install -g openclaw
   openclaw gateway run
   

2. Cursor IDE installed

Setup in Cursor

Option 1: Cursor Settings UI

1. Open Cursor Settings → Features → MCP
2. Click "+ Add New MCP Server"
3. Configure:
   • Name: openclaw
   • Type: stdio
   • Command: openclaw
   • Arguments: mcp serve

Option 2: Manual Configuration

Create or edit ~/.cursor/mcp.json:

{
  "mcpServers": {
    "openclaw": {
      "command": "openclaw",
      "args": ["mcp", "serve"],
      "env": {
        "OPENCLAW_GATEWAY_URL": "ws://127.0.0.1:18789"
      }
    }
  }
}

Authentication (Optional)

If your gateway requires authentication, add credentials to the environment:

{
  "mcpServers": {
    "openclaw": {
      "command": "openclaw",
      "args": ["mcp", "serve"],
      "env": {
        "OPENCLAW_GATEWAY_URL": "ws://127.0.0.1:18789",
        "OPENCLAW_GATEWAY_TOKEN": "your-token-here",
        "OPENCLAW_GATEWAY_PASSWORD": "your-password-here"
      }
    }
  }
}

Available Tools

Tool	Description
openclaw_chat	Chat with the OpenClaw AI agent
openclaw_list_sessions	List all active chat sessions
openclaw_get_session	Get details about a specific session
openclaw_clear_session	Clear a session's conversation history
openclaw_execute_command	Execute OpenClaw control commands
openclaw_send_message	Send messages through channels
openclaw_get_status	Get gateway and channel status
openclaw_list_models	List available AI models

Available Resources

URI	Description
openclaw://status	Gateway and channel status
openclaw://models	Available AI models
openclaw://sessions	Active chat sessions
openclaw://config	Current configuration (sanitized)

Available Prompts

Prompt	Description
code_review	Review code for issues and improvements
explain_code	Explain how code works
generate_tests	Generate tests for code
refactor_code	Suggest refactoring improvements
debug_help	Help debug issues
send_notification	Send notification via channels

Usage Examples

Chat with OpenClaw

In Cursor's Composer, the Agent can use OpenClaw tools:

User: Use openclaw to help me debug this Python code
Agent: [Uses openclaw_chat tool to send your code to OpenClaw]

Send a Message

User: Send "Build completed successfully" to my Telegram
Agent: [Uses openclaw_send_message with target and channel]

Check Status

User: What's the status of my OpenClaw channels?
Agent: [Uses openclaw_get_status tool]

CLI Commands

# Start MCP server (usually done automatically by Cursor)
openclaw mcp serve

# Show configuration help
openclaw mcp info

# With custom options
openclaw mcp serve --url ws://localhost:18789 --session agent:main:cursor

Environment Variables

Variable	Description	Default
OPENCLAW_GATEWAY_URL	Gateway WebSocket URL	ws://127.0.0.1:18789
OPENCLAW_GATEWAY_TOKEN	Authentication token	-
OPENCLAW_GATEWAY_PASSWORD	Authentication password	-
OPENCLAW_SESSION_KEY	Default session key	agent:main:cursor

Troubleshooting

Gateway Connection Failed

1. Ensure the OpenClaw gateway is running:

   openclaw gateway run
   

2. Check the gateway URL in your configuration

3. Verify authentication credentials if required

Tools Not Appearing in Cursor

1. Restart Cursor after adding the MCP server
2. Check Cursor's MCP logs for errors
3. Ensure openclaw is in your PATH

Session Issues

Clear and restart a session:

User: Clear my OpenClaw session
Agent: [Uses openclaw_clear_session tool]

Development

# Install dependencies
cd extensions/cursor-mcp
pnpm install

# Build
pnpm build

# Test locally
node bin/server.js

Architecture

┌─────────────────┐     MCP Protocol     ┌──────────────────┐
│   Cursor IDE    │◄───────────────────►│  OpenClaw MCP    │
│  (MCP Client)   │      (stdio)         │     Server       │
└─────────────────┘                      └────────┬─────────┘
                                                  │
                                                  │ WebSocket
                                                  ▼
                                         ┌──────────────────┐
                                         │  OpenClaw        │
                                         │  Gateway         │
                                         └────────┬─────────┘
                                                  │
                    ┌─────────────────────────────┼─────────────────────────────┐
                    │                             │                             │
                    ▼                             ▼                             ▼
            ┌───────────────┐           ┌───────────────┐           ┌───────────────┐
            │   WhatsApp    │           │   Telegram    │           │   Discord     │
            └───────────────┘           └───────────────┘           └───────────────┘

Using Cursor's Models with OpenClaw

You can also use Cursor's AI models (Claude, GPT-4, etc.) as providers for OpenClaw. This enables bidirectional integration:

• OpenClaw → Cursor: Use OpenClaw tools in Cursor (MCP server)
• Cursor → OpenClaw: Use Cursor's models in OpenClaw

Setup Cursor Models

1. Install Copilot Proxy extension in Cursor:

   • Search for "Copilot Proxy" by AdrianGonz97 in Extensions
   • Install and restart Cursor

2. Check the proxy is running:

   openclaw mcp setup-models --check
   

3. Configure OpenClaw to use Cursor models:

   # Set a Cursor model as default
   openclaw config set agents.defaults.model cursor/claude-sonnet-4
   

   Or manually add to ~/.clawdbot/config.yaml:

   models:
     providers:
       cursor:
         baseUrl: "http://localhost:3000/v1"
         apiKey: "cursor-proxy"
         api: openai-completions
         models:
           - id: claude-sonnet-4
             name: Claude Sonnet 4
             contextWindow: 200000
   

Available Cursor Models

Model ID	Description
cursor/claude-sonnet-4	Claude Sonnet 4
cursor/claude-sonnet-4-thinking	Claude Sonnet 4 with extended thinking
cursor/gpt-4o	GPT-4o
cursor/gpt-4o-mini	GPT-4o Mini
cursor/o1	OpenAI o1 (reasoning)
cursor/o1-mini	OpenAI o1-mini
cursor/gemini-2.5-pro	Gemini 2.5 Pro

Note

: Available models depend on your Cursor subscription tier.

Usage Examples

# Chat using Cursor's Claude
openclaw agent --model cursor/claude-sonnet-4 "Explain this code"

# Send message via channels using GPT-4
openclaw message send --model cursor/gpt-4o "Hello from OpenClaw!"

# Use in TUI
openclaw tui --model cursor/claude-sonnet-4

License

MIT - Part of the OpenClaw project.