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mcp/harbor
LangChain

Scout for LangChain

io.github.klarlabs-studio/scout

Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybrid.

client:LangChain transport:stdio runtime:oci

Install Scout in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "scout": {
            "transport": "stdio",
            "command": "docker",
            "args": ["run", "-i", "--rm", "ghcr.io/klarlabs-studio/scout:1.15.3"],
        }
})

tools = await client.get_tools()

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

Scout in other clients

Scout MCP server