LangChain

Sipflow for LangChain

dev.sipflow/sipflow

SIP/VoIP/telecom grounding for AI agents: vendor docs, RFCs, STIR/SHAKEN, traces, configs.

client:LangChain transport:streamable-http tools:22

Install Sipflow in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "sipflow": {
            "transport": "streamable_http",
            "url": "https://mcp.sipflow.dev/mcp",
        }
})

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

Sipflow in other clients

Sipflow MCP server