memex for LangChain
io.github.ayushagrawal288/memex
Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.
client:LangChain
transport:stdio
runtime:oci
Install memex in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"memex": {
"transport": "stdio",
"command": "docker",
"args": ["run", "-i", "--rm", "ghcr.io/ayushagrawal288/memex:v0.1.0"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs