webscraping-ai-mcp-server
webscraping-ai-mcp-server is an MCP server, listed under model apis. It reaches anthropic and webscraping. It needs ANTHROPIC_API_KEY and WEBSCRAPING_AI_API_KEY to authenticate. Its repository has 45 GitHub stars; we last read it on 2026-10-24.
This server implements the Model Context Protocol (MCP) and integrates with WebScraping.AI for web data extraction, requiring credentials for WebScraping.AI access.
Install
Read from webscraping-ai-mcp-server’s own README, close to verbatim -- not written by us, and not guessed.
npx -y webscraping-ai-mcp
What it reaches, and what it needs
Maintenance
A Model Context Protocol (MCP) server implementation that integrates with WebScraping.AI for web data extraction capabilities.
What webscraping-ai-mcp-server can do
8 tools documented in its README. An AI client calls these by name.
webscraping_ai_question- Ask questions about web page content.
webscraping_ai_fields- Extract structured data from web pages based on instructions.
webscraping_ai_html- Get the full HTML of a web page with JavaScript rendering.
webscraping_ai_text- Extract the visible text content from a web page.
webscraping_ai_selected- Extract content from a specific element using a CSS selector.
webscraping_ai_selected_multiple- Extract content from multiple elements using CSS selectors.
webscraping_ai_serp- Search Google and get parsed results as JSON.
webscraping_ai_data- Get structured JSON for a public page on a supported site from its normal URL.
Read from the README; names are kept only if the README contains them.
webscraping-ai-mcp-server compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| webscraping-ai-mcp-server (this page) | anthropic, webscraping | ANTHROPIC_API_KEY, WEBSCRAPING_AI_API_KEY | 45 | 2026-10-24 | — |
| doop | anthropic, azure, better(1 shared) | ANTHROPIC_API_KEY, AZURE_OPENAI_API_KEY, BETTER_AUTH_SECRET | 930 | 2026-10-22 | AGPL-3.0 |
| just-prompt | anthropic, deepseek, gemini, groq, openai(1 shared) | ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, OPENAI_API_KEY | 739 | 2025-08-10 | — |
| cdp-bridge-mcp | anthropic(1 shared) | ANTHROPIC_API_KEY | 304 | 2026-10-07 | MIT |
| flama | anthropic, openai(1 shared) | None listed | 304 | 2026-10-13 | Apache-2.0 |
| computer-control-mcp | anthropic(1 shared) | None listed | 171 | 2026-07-25 | MIT |
Ranked by services in common with webscraping-ai-mcp-server, then by stars. Figures are from each repository when we last read it.
Common questions about webscraping-ai-mcp-server
- What does webscraping-ai-mcp-server do?
- This server implements the Model Context Protocol (MCP) and integrates with WebScraping.AI for web data extraction, requiring credentials for WebScraping.AI access.
- How do I install webscraping-ai-mcp-server?
- Its own README gives this command: npx -y webscraping-ai-mcp. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- What does webscraping-ai-mcp-server connect to, and what does it need?
- It reaches anthropic and webscraping. The credentials we found in its source are ANTHROPIC_API_KEY and WEBSCRAPING_AI_API_KEY.
- Is webscraping-ai-mcp-server official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 45 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-24.
- What licence does webscraping-ai-mcp-server use?
- The repository metadata we read does not state a licence, so check the repository before you rely on it.
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