OpenGraph MCP Server for Cline
Enhance Cline's autonomous AI coding with real-time web data access. Fetch metadata, capture screenshots, and scrape content to assist your development workflow.
What is Cline?
Cline is an autonomous AI coding agent that runs as a VS Code extension. It can create and edit files, run terminal commands, and now—with MCP—access web data to help with your development tasks.
Installation
Open Cline MCP Settings
In VS Code, open the Cline extension settings. Look for the MCP Servers configuration section.
Add the Configuration
Add the OpenGraph MCP server configuration:
Cline MCP Settings{ "mcpServers": { "opengraph": { "url": "https://mcp.opengraph.io/mcp" } } }Prefer a static API key instead of signing in? See Signing In for the alternate config.
Restart Cline
Reload the VS Code window or restart the Cline extension. A browser tab will open the first time you connect so you can sign in with your OpenGraph.io account — no App ID needed.
Tip: Cline will automatically discover available MCP tools. You can ask it to use OpenGraph capabilities, and it will invoke the appropriate tool.
Use Cases with Cline
Cline's autonomous nature makes it particularly powerful with web data access:
Research Before Implementing
Research the Stripe API at https://stripe.com/docs/api and then implement a payment form component for React.Competitive Analysis
Take a screenshot of https://linear.app, analyze their sidebar design, and create a similar component using Tailwind CSS.Documentation Lookup
Scrape the Next.js documentation for getStaticProps and show me the correct usage pattern for my pages.Content Migration
Scrape the blog posts from https://example.com/blog and convert them to MDX files for my new site.Available Tools
With OpenGraph MCP, Cline can:
- Get OG Data – Extract metadata for link previews and research
- Screenshot – Capture pages for visual analysis and recreation
- Scrape – Fetch HTML for content extraction and analysis
- Query – Ask questions about page content
Troubleshooting
MCP tools not available?
- Reload the VS Code window after adding the configuration
- If you signed in, make sure you approved the connection in the browser tab that opened
- Verify your JSON configuration is valid
- Look for errors in the Cline extension output panel
Cline not using the tools?
Sometimes you need to explicitly mention the tool capability. Try asking:
Use the OpenGraph MCP tools to unfurl https://example.com and show me the metadata.