Add a web search tool to Coding Plan so the model can retrieve real-time information.
Availability
Applies to tools that extend web search through Model Context Protocol (MCP), such as Qwen Code and Claude Code. Some tools, such as Cursor, have built-in web search and don't require a separate service.
Prerequisites
You have subscribed to Coding Plan. See Getting started.
You have set up a Coding Plan tool, such as Claude Code or Qwen Code, and can chat. See Set up AI tools.
Sign up for Firecrawl and get an API key. Firecrawl offers a free quota.
Integrate with tools
Add the MCP service to your AI programming tool (using Claude Code as an example).
In the terminal, run the following command to add the web search MCP Server.
NoteBefore you run the command, replace YOUR_API_KEY with your Firecrawl API key.
claude mcp add firecrawl -e FIRECRAWL_API_KEY=YOUR_API_KEY -- npx -y firecrawl-mcpThe terminal returns
Added stdio MCP server firecrawl with command: npx -y firecrawl-mcp to local config.Start Claude Code.
claudeIn the dialog box, run
/mcpand confirm thatwebsearchstatus is connected. Wait for the status to change from connecting to connected.
Press Esc to exit the MCP list, then send the prompt
Use the firecrawl MCP to search for news about Alibaba Cloudto see the search results.Mention the firecrawl MCP explicitly in your prompt to avoid confusion with other tools.

Learn more
For more information about how to integrate other AI tools with the Firecrawl MCP, see the official Firecrawl documentation.