Mnema — AI Memory Layer for LangChain
io.github.hoanglt1223/mnema
Personal knowledge graph as an AI memory layer over MCP - read, save, and link your memories.
client:LangChain
transport:streamable-http
Install Mnema — AI Memory Layer in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"mnema": {
"transport": "streamable_http",
"url": "https://secondbrain.hoangha.shop/api/mcp",
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs