Circles: WhatsApp for your AI agents for LangChain
app.usecircles/whatsapp
WhatsApp MCP for chats you choose: read/write by default, no daily send quota, voice notes as text.
client:LangChain
transport:streamable-http
Install Circles: WhatsApp for your AI agents in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"whatsapp": {
"transport": "streamable_http",
"url": "https://app.usecircles.app/api/mcp",
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs