MemVault MCP Server for LangChain
io.github.dreamor/memvault
Shared memory router for AI agents: save/search/recall, session-start injection, review inbox.
client:LangChain
transport:stdio
runtime:oci
Install MemVault MCP Server in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"memvault": {
"transport": "stdio",
"command": "docker",
"args": ["run", "-i", "--rm", "ghcr.io/dreamor/memvault:0.3.0"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs