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LangChain

Maindex Expert Memory Service for LangChain

io.maindex/expert

Full-control memory API for AI agents — memories, collections, links, search, and bulk operations.

client:LangChain transport:streamable-http

Install Maindex Expert Memory Service in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "expert": {
            "transport": "streamable_http",
            "url": "https://expert.maindex.io/mcp",
        }
})

tools = await client.get_tools()

get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs

Maindex Expert Memory Service in other clients