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LangChain

Awareness Local for LangChain

io.github.everest-an/awareness-local

Local-first persistent memory for AI coding agents - 96.0% R@5 on LongMemEval, zero LLM calls.

client:LangChain transport:stdio runtime:npm

Install Awareness Local in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "awareness-local": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "@awareness.market/local"],
        }
})

tools = await client.get_tools()

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

Awareness Local in other clients