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LangChain

Ultimate Gemini MCP for LangChain

io.github.nikships/ultimate-image-gen-mcp

Image generation with Google Gemini 3.1 Flash: 512px-4K, reference images, search grounding

client:LangChain transport:stdio runtime:pypi

Install Ultimate Gemini MCP in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "ultimate-image-gen-mcp": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["ultimate-gemini-mcp"],
        }
})

tools = await client.get_tools()

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

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