Singapore Land Lots & Master Plan Zoning for LangChain
io.github.bumiatlas/singapore-land-zoning
Singapore SLA land lots by lot number or coordinates, with URA Master Plan 2025 land use and GPR.
client:LangChain
transport:streamable-http
Install Singapore Land Lots & Master Plan Zoning in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"singapore-land-zoning": {
"transport": "streamable_http",
"url": "https://bumiatlas.com/mcp/singapore",
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs