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LangChain

snapsurf for LangChain

io.github.zumerlab/snapsurf

Web navigation and verification for AI agents: page digest, typed diff per action, assertions.

client:LangChain transport:stdio runtime:npm

Install snapsurf in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "snapsurf": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "@zumer/snapsurf"],
        }
})

tools = await client.get_tools()

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

snapsurf in other clients