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Malaysia Land Lots & Local Plan Zoning for LangChain

io.github.bumiatlas/malaysia-land-zoning

Malaysian JUPEM land lots by UPI, lot number or coordinates, with PLANMalaysia local-plan zoning.

client:LangChain transport:streamable-http

Install Malaysia Land Lots & Local Plan Zoning in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "malaysia-land-zoning": {
            "transport": "streamable_http",
            "url": "https://bumiatlas.com/mcp/malaysia",
        }
})

tools = await client.get_tools()

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

Malaysia Land Lots & Local Plan Zoning in other clients