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mcp/harbor
LangChain

Brainiall Web for LangChain

com.brainiall/web

Web search, URL content extraction to Markdown, site mapping, and recursive web crawler.

client:LangChain transport:streamable-http

Install Brainiall Web in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "web": {
            "transport": "streamable_http",
            "url": "https://api.brainiall.com/mcp/web/mcp",
        }
})

tools = await client.get_tools()

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

Brainiall Web in other clients

Brainiall Web MCP server