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mcp/harbor
LangChain

mif tools for LangChain

io.github.varun29ankus/mif-tools

Convert, validate, and inspect AI agent memories across formats

client:LangChain transport:stdio runtime:pypi

Install mif tools in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

mif tools in other clients

mif tools MCP server