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mcp/harbor
LangChain

Kortexio Memory for LangChain

io.kortexio/memory

Hosted ambient memory for AI agents. Retrieve context and save notes via MCP tools with OAuth.

client:LangChain transport:streamable-http

Install Kortexio Memory in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "memory": {
            "transport": "streamable_http",
            "url": "https://mcp.kortexio.io/{appId}/mcp",
        }
})

tools = await client.get_tools()

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

Kortexio Memory in other clients

Kortexio Memory MCP server