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LangChain

scrapi for LangChain

io.github.bamchi/scrapi

Web scraping for AI agents. Converts URLs to clean, LLM-ready Markdown with anti-bot bypass.

client:LangChain transport:streamable-http runtime:npm tools:5

Install scrapi in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "scrapi": {
            "transport": "streamable_http",
            "url": "https://scrapi.ai/mcp",
        }
})

tools = await client.get_tools()

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

What LangChain can do once it is connected

scrapi in other clients