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mcp/harbor
LangChain

genesys memory for LangChain

io.github.astrix-labs/genesys-memory

Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).

client:LangChain transport:stdio runtime:pypi

Install genesys memory in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

genesys memory in other clients

genesys memory MCP server