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LangChain

Adaptive Memory Graph for LangChain

io.github.raskolnikovdd/adaptive-memory-graph

Persistent memory for Claude via weighted, interconnected knowledge nodes.

client:LangChain transport:stdio runtime:pypi

Install Adaptive Memory Graph in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "adaptive-memory-graph": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["adaptive-memory-graph"],
        }
})

tools = await client.get_tools()

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

Adaptive Memory Graph in other clients