SF Muni Real-Time Transit for LangChain
io.github.srivastsh/muni-mcp
Real-time SF Muni departures, routes, alerts, vehicle positions, and schedules.
client:LangChain
transport:streamable-http
Install SF Muni Real-Time Transit in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"muni-mcp": {
"transport": "streamable_http",
"url": "https://muni-mcp.srivastsh.workers.dev/mcp",
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs