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mcp/harbor
LangChain

Brainiall Memory for LangChain

com.brainiall/memory

Persistent semantic memory storage, associative recall, and recent memory index by namespace.

client:LangChain transport:streamable-http

Install Brainiall Memory in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "memory": {
            "transport": "streamable_http",
            "url": "https://api.brainiall.com/mcp/memory/mcp",
        }
})

tools = await client.get_tools()

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

Brainiall Memory in other clients

Brainiall Memory MCP server