SOKI (想起) — Personal Memory for LangChain
jp.kitemir/soki
Personal memory outside the AI. Due dates, loose ends and old notes come back on their own.
client:LangChain
transport:streamable-http
Install SOKI (想起) — Personal Memory in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"soki": {
"transport": "streamable_http",
"url": "https://mcp.kitemir.jp/mcp",
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs