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LangChain

VAAS-X Cognitive Memory for LangChain

io.github.vaas-x/vaasxmcp

Persistent, outcome-grounded episodic memory for Claude. 14ms CPU retrieval, no GPU, no vector DB.

client:LangChain transport:streamable-http

Install VAAS-X Cognitive Memory in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "vaasxmcp": {
            "transport": "streamable_http",
            "url": "https://mcp.vaasx.com/mcp",
        }
})

tools = await client.get_tools()

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

VAAS-X Cognitive Memory in other clients