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LangChain

hexadata for LangChain

io.github.4robot/hexadata

Official public data as MCP tools: EU/US tenders, NPI Registry, UK Companies House, Mexico data.

client:LangChain transport:streamable-http

Install hexadata in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "hexadata": {
            "transport": "streamable_http",
            "url": "https://mcp.apify.com?tools=hexadatalabs/eu-tenders-ted-scraper,hexadatalabs/sam-gov-opportunities-scraper,hexadatalabs/us-healthcare-providers-npi-scraper,hexadatalabs/uk-companies-house-scraper,hexadatalabs/mexico-business-directory-denue,hexadatalabs/occ-mundial-jobs-scraper,hexadatalabs/seccion-amarilla-business-scraper",
        }
})

tools = await client.get_tools()

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

hexadata in other clients