How do I install the scrapeless mcp server?

Use a recorded configuration for your client, replace example credential values and paths, and verify the documented runtime. Restart or reconnect the client, then inspect the available tools.

What credentials does it need?

The recorded environment keys are `SCRAPELESS_KEY`, `BROWSER_PROFILE_ID`. Keep credentials outside committed files and confirm the configuration required by your installed version.

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Scrapeless MCP Server

Integrate real-time Scrapeless Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM applications. This server

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What is the Scrapeless MCP Server?

Integrate real-time Scrapeless Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM applications. This server enables

What you get

Built on the open MCP standard, Scrapeless MCP Server seamlessly connects models like ChatGPT, Claude, and tools like Cursor and Windsurf to a wide range of external capabilities, including:

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

Tool	What it does
google_search	Universal information search engine.
google_trends	Get trending search data from Google Trends.
browser_create	Create or reuse a cloud browser session using Scrapeless.
browser_close	Closes the current session by disconnecting the cloud browser.
browser_goto	Navigate browser to a specified URL.
browser_go_back	Go back one step in browser history.
browser_go_forward	Go forward one step in browser history.
browser_click	Click a specific element on the page.
browser_type	Type text into a specified input field.
browser_press_key	Simulate a key press.
browser_wait_for	Wait for a specific page element to appear.
browser_wait	Pause execution for a fixed duration.
browser_screenshot	Capture a screenshot of the current page.

How to install the Scrapeless MCP Server

{
  "mcpServers": {
    "Scrapeless MCP Server": {
      "command": "npx",
      "args": [
        "-y",
        "scrapeless-mcp-server"
      ],
      "env": {
        "SCRAPELESS_API_KEY": "YOUR_SCRAPELESS_API_KEY"
      }
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.

Configuration

Variable	Description	Required
SCRAPELESS_API_KEY	Declared in the maintainer’s client configuration.	Check documentation

Example prompts to try

“Use Scrapeless to Example.”
“Use Scrapeless to google search.”
“Use Scrapeless to google trends.”

Frequently asked questions

Integrate real-time Scrapeless Google SERP(Google Search, Google Flight, Google Map, Google Jobs....) results into your LLM applications. This server enables Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.

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