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Google Ads Transparency Scraper: every ad of any advertiser for LangChain

io.github.bepolabs/google-ads-transparency

Every ad of any advertiser, as one MCP tool through Apify

client:LangChain transport:streamable-http

Install Google Ads Transparency Scraper: every ad of any advertiser in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "google-ads-transparency": {
            "transport": "streamable_http",
            "url": "https://mcp.apify.com?tools=bepolabs/google-ads-transparency",
        }
})

tools = await client.get_tools()

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

Google Ads Transparency Scraper: every ad of any advertiser in other clients