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How to give Claude Code or Cursor live web search and scraping with Firecrawl

Install the Firecrawl skill or MCP server so your agent can search and read the current web.

Short answer: Install the skill with npx -y firecrawl-cli@latest init --all --browser and restart your agent; then Or add the MCP server: an mcpServers entry named firecrawl-mcp that runs npx with the firecrawl-mcp package and FIRECRAWL_API_KEY in env; ask the agent to search for the current docs and scrape the relevant page before it writes code. All steps.

Credentials. The MCP config holds your API key; keep it out of shared or committed config files.

Who it is forA developer whose coding agent keeps guessing at docs that changed last month.

The problemAgents answer from stale training data when the library docs moved on.

The outcomeAn agent that can search the web and pull clean page content mid-task.

What you need first

  • A Firecrawl API key from the hosted service, or a self-hosted instance
  • Python, Node.js, or curl; or an MCP client such as Claude Code or Cursor

Steps

  1. Install the skill with npx -y firecrawl-cli@latest init --all --browser and restart your agent
  2. Or add the MCP server: an mcpServers entry named firecrawl-mcp that runs npx with the firecrawl-mcp package and FIRECRAWL_API_KEY in env
  3. Ask the agent to search for the current docs and scrape the relevant page before it writes code

Prompt for your agent

Add the firecrawl/firecrawl MCP server to my <Claude Code or Cursor> config with FIRECRAWL_API_KEY from my environment, restart, and test it by fetching the current docs page for <library>.

Caveat.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for firecrawl/firecrawl and "Give Claude Code or Cursor live web search and scraping"

Add Deduped to Claude Code once

claude mcp add --transport http deduped https://dedupedai.com/mcp

Cursor, ChatGPT, others

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