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LangChain

UK Data: Web research for LangChain

uk.co.reliness/web-research

Wayback Machine snapshots, on-page SEO audits and Wikidata facts about companies and people

client:LangChain transport:streamable-http

Install UK Data: Web research in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "web-research": {
            "transport": "streamable_http",
            "url": "https://ukdata.reliness.co.uk/mcp/web-research",
        }
})

tools = await client.get_tools()

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

UK Data: Web research in other clients