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不動産競売 構造化データハブ — Japan real-estate auctions for LangChain

io.github.keibai-hub/keibai-hub-mcp

Japanese court-run real-estate auctions (BIT). 5 tools, ~1,480 active listings. CC BY 4.0.

client:LangChain transport:streamable-http tools:5

Install 不動産競売 構造化データハブ — Japan real-estate auctions in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "keibai-hub-mcp": {
            "transport": "streamable_http",
            "url": "https://keibai-hub.com/mcp-auctions",
        }
})

tools = await client.get_tools()

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

What LangChain can do once it is connected

不動産競売 構造化データハブ — Japan real-estate auctions in other clients