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mnemograph for LangChain

io.github.tm42/mnemograph

Event-sourced knowledge graph memory for AI coding agents with semantic search

client:LangChain transport:stdio runtime:pypi

Install mnemograph in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "mnemograph": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["mnemograph"],
        }
})

tools = await client.get_tools()

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

mnemograph in other clients