MADB — Agent Memory Database for LangChain
io.github.spshkar84/madb-memory
Durable causal memory for AI agents — semantic recall, causal lineage, and skills. Local-first.
client:LangChain
transport:stdio
runtime:pypi
Install MADB — Agent Memory Database in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"madb-memory": {
"transport": "stdio",
"command": "uvx",
"args": ["madb-mcp-server"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs