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LangChain

Kairos Relationship Memory for LangChain

io.github.agentindexworld/relationship-memory

Free MCP: relationship_memory validate, store (local), retrieve — portable interlocutor cards v1.

client:LangChain transport:streamable-http

Install Kairos Relationship Memory in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "relationship-memory": {
            "transport": "streamable_http",
            "url": "https://x402.agentindex.world/mcp/relationship-memory/",
        }
})

tools = await client.get_tools()

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

Kairos Relationship Memory in other clients