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LangChain

Firecrawl MCP Server for LangChain

io.github.firecrawl/firecrawl-mcp-server

MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.

client:LangChain transport:stdio runtime:npm

Install Firecrawl MCP Server in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "firecrawl-mcp-server": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "firecrawl-mcp"],
        }
})

tools = await client.get_tools()

get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs

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