SlashML (/ ml) Persistent Agent Memory & Code Localization for LangChain
ai.slashml/ml-memory
Sub-millisecond persistent memory, behavioral code search, and bug localization for AI agents.
client:LangChain
transport:streamable-http
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": "streamable_http",
"url": "https://api.slashml.ai/mcp",
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs