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Hicortex — AI Fleet Memory for LangChain

io.github.gamaze-labs/hicortex

Shared fleet memory for AI agents: nightly self-correction, recall every prompt (supported agents).

client:LangChain transport:stdio runtime:npm

Install Hicortex — AI Fleet Memory in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "hicortex": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "@gamaze/hicortex"],
        }
})

tools = await client.get_tools()

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

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