Scrapeless MCP Server

 # 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: - [mcp.so](https://mcp.so/server/scrapelessMcpServer/scrapeless-ai) - [glama.ai](https://glama.ai/mcp/servers/@scrapeless-ai/scrapeless-mcp-server) 📦 NPM Package: [scrapeless-mcp-server](https://www.npmjs.com/package/scrapeless-mcp-server) ## Overview This project provides several MCP servers that enable AI assistants like Claude to perform various search operations and retrieve data from: - Google Search ## Tools ### 1. Search Tool - Name: `google-search` - Description: Search the web using Scrapeless - Parameters: * `query` (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). ## Setup Guide ### 1. Get Scrapeless Key 1. Register at [Scrapeless](https://app.scrapeless.com/passport/register?utm_source=github&utm_medium=mcp) 2. [Get your free trial](https://app.scrapeless.com/landing/guide?utm_source=github&utm_medium=mcp) 3. [Generate API Key](https://app.scrapeless.com/dashboard/settings/api-key?utm_source=github&utm_medium=mcp) ### 2. Configure ```json { "mcpServers": { "scrapelessMcpServer": { "command": "npx", "args": ["-y", "scrapeless-mcp-server"], "env": { "SCRAPELESS_KEY": "YOUR_SCRAPELESS_KEY" } } } } ``` ## Example Queries Here are some examples of how to use these servers with Claude Desktop: ### Google Search ``` Please search for "climate change solutions" and summarize the top results. ``` ## Installation ### Prerequisites - Node.js 22 or higher - NPM or Yarn ### Install from Source 1. Clone the repository: ```bash git clone https://github.com/scrapeless-ai/scrapeless-mcp-server.git cd scrapeless-mcp-server ``` 2. Install dependencies: ```bash npm install ``` 3. Build the server: ```bash npm run build ``` ## Community - [MCP Server Discord](https://backend.scrapeless.com/app/api/v1/public/links/discord)