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SG Property Data for LangChain

com.sgpropertydata/property-data

Price trends, CAGR, rental yield for Singapore private and HDB property, from URA/HDB records.

client:LangChain transport:streamable-http

Install SG Property Data in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "property-data": {
            "transport": "streamable_http",
            "url": "https://sgpropertydata.com/mcp/",
        }
})

tools = await client.get_tools()

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

SG Property Data in other clients