Scrapeless Mcp Server
Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools. MCP provides a standardized way to connect LLM with the required context, helping you efficiently enhance chat interfaces, build AI-driven IDEs, or create custom AI workflows.
Seamlessly integrate real-time Google SERP(Google Search, Google Flight, Google Map, Google Jobs…) results into your LLM applications using the Scrapeless MCP server. This server acts as a bridge between LLMs (like ChatGPT, Claude, etc.) and Scrapeless’s Google SERP, enabling dynamic context retrieval for AI workflows, chatbots, and research tools.
👉 Live MCP Endpoint:
📦 NPM Package: scrapeless-mcp-server
This project provides several MCP servers that enable AI assistants like Claude to perform various search operations and retrieve data from:
google-searchquery (required): Parameter defines the query you want to search. You can use anything that you would use in a regular Google search. e.g. inurl:, site:, intitle:.gl (optional, default: “us”): Parameter defines the country to use for the Google search. It’s a two-letter country code. (e.g., us for the United States, uk for United Kingdom, or fr for France).hl (optional, default: “en”): Parameter defines the language to use for the Google search. It’s a two-letter language code. (e.g., en for English, es for Spanish, or fr for French).{
"mcpServers": {
"scrapelessMcpServer": {
"command": "npx",
"args": ["-y", "scrapeless-mcp-server"],
"env": {
"SCRAPELESS_KEY": "YOUR_SCRAPELESS_KEY"
}
}
}
}
Here are some examples of how to use these servers with Claude Desktop:
Please search for "climate change solutions" and summarize the top results.
git clone https://github.com/scrapeless-ai/scrapeless-mcp-server.git
cd scrapeless-mcp-server
npm install
npm run build
