Memory Vault for LangChain
io.github.apurv101/memory-vault
Portable AI memory shared across models and harnesses - plain markdown you own.
client:LangChain
transport:streamable-http
runtime:npm
Install Memory Vault in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"memory-vault": {
"transport": "streamable_http",
"url": "https://memoryvault.click/mcp",
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs