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web-retrieval-mcp for LangChain

io.github.velvetsp/web-retrieval-mcp

MCP web search + tiered web fetch for AI agents (Exa, Firecrawl), SSRF-guarded, cross-platform.

client:LangChain transport:stdio runtime:pypi

Install web-retrieval-mcp in LangChain

pip install langchain-mcp-adapters

from langchain_mcp_adapters.client import MultiServerMCPClient

client = MultiServerMCPClient({
        "web-retrieval-mcp": {
            "transport": "stdio",
            "command": "uvx",
            "args": ["web-retrieval-mcp"],
        }
})

tools = await client.get_tools()

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

web-retrieval-mcp in other clients