SlashML (/ml) Persistent Agent Memory & Code Localization for LangChain
io.github.slashml-ai/ml-memory
Persistent conversational memory, behavioral code search, and bug localization for AI agents.
client:LangChain
transport:stdio
runtime:npm
Install SlashML (/ml) Persistent Agent Memory & Code Localization in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"ml-memory": {
"transport": "stdio",
"command": "npx",
"args": ["-y", "@slashml/mcp"],
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs