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mcp/harbor
LangChain

Apiary Memory for LangChain

io.github.330899935/apiary-memory

Local-first memory for AI agents, over MCP on your machine. Agents propose; only you confirm.

client:LangChain transport:stdio runtime:pypi

Install Apiary Memory in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

Apiary Memory in other clients

Apiary Memory MCP server