Amber for LangChain
com.ambermem/amber
Long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-topics.
client:LangChain
transport:streamable-http
Install Amber in LangChain
pip install langchain-mcp-adapters
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"amber": {
"transport": "streamable_http",
"url": "https://mcp.ambermem.com",
}
})
tools = await client.get_tools()
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs