memoryoracle for LangChain
io.tooloracle/memoryoracle
MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction.
client:LangChain
transport:streamable-http
Install memoryoracle in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"memoryoracle": {
"transport": "streamable_http",
"url": "https://tooloracle.io/memory/mcp/",
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs