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mcp/harbor
LangChain

PMB AI for LangChain

io.github.oleksiijko/pmb-ai

Local-first persistent memory for AI coding agents.

client:LangChain transport:stdio runtime:pypi

Install PMB AI in LangChain

pip install langchain-mcp-adapters 

from langchain_mcp_adapters.client import MultiServerMCPClient

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

tools = await client.get_tools()

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

PMB AI in other clients

PMB AI MCP server