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mcp/harbor
LangChain

Stellar Memory for LangChain

io.github.sangjun0000/stellar-memory

Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-native.

client:LangChain transport:stdio runtime:npm

Install Stellar Memory in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "stellar-memory": {
            "transport": "stdio",
            "command": "npx",
            "args": ["-y", "stellar-memory"],
        }
})

tools = await client.get_tools()

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

Stellar Memory in other clients

Stellar Memory MCP server