engram for LangChain
io.github.kael-bit/engram
Hierarchical memory for AI agents. Three-layer (buffer/working/core) with decay and promotion.
client:LangChain
transport:stdio
runtime:npm
Install engram in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"engram": {
"transport": "stdio",
"command": "npx",
"args": ["-y", "engram-rs-mcp"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs