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Flagram for LangChain

io.github.flagramtech/flagram-mcp

Ad marketplace: search Telegram/VK/Max channels by topic, geo, price; reach, ER, CPV stats.

client:LangChain transport:streamable-http

Install Flagram in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "flagram-mcp": {
            "transport": "streamable_http",
            "url": "https://mcp.flagram.com/mcp",
        }
})

tools = await client.get_tools()

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

Flagram in other clients