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ScrapingBot: MCP server (Browser automation) in 2026

Public web data for AI agents: scrape any page, plus Google, TikTok, Instagram and Amazon as JSON.

Verified working on 2026-10-27 Rank 2 of 12 in Browser automation. Source: MCP Registry record, checked 2026-10-27.

Key facts

TypeMCP server, remote (streamable HTTP)
CategoryBrowser automation
Endpointhttps://scrapingbot.io/api/mcp
Registry nameio.scrapingbot/scrapingbot
Version (registry)1.0.0
Published in registry2026-10-03
Registry record updated2026-10-03
Repositoryhttps://github.com/mike-scrapingbot/scrapingbot
Websitehttps://scrapingbot.io/mcp?utm_source=mcp_registry&utm_medium=registry&utm_campaign=server_json
AuthenticationCustom header required: x-api-key
Latest checkUp on 2026-10-27, 185 ms to initialize
Tools listed23
Checks passed1 of 1 daily checks
Last verified working2026-10-27
Sourcehttps://registry.modelcontextprotocol.io/v0/servers/io.scrapingbot%2Fscrapingbot/versions/latest (pulled 2026-10-27)

Tools (23)

listCapabilities, scrapeWebsite, extractStructuredData, getScrapeJob, pollJobUntilDone, runBrowserScenario, googleSearch, googleReviews, instagramUser, instagramSearch, instagramMedia, instagramFollowers, tiktokVideo, tiktokUser, tiktokSearch, tiktokComments, tiktokFollowers, amazonSearch, amazonProduct, amazonProducts, amazonSuggestions, amazonRankings, providerRequest

Verification history

One probe a day: initialize, then tools/list, nothing else. Last 1 checks: 10-27 up

Install

Claude Code
claude mcp add --transport http scrapingbot https://scrapingbot.io/api/mcp --header "x-api-key: <your x-api-key>"
Claude (claude.ai, Desktop) (not applicable)

Not applicable: this server needs a custom header (x-api-key) that custom connectors in claude.ai cannot send. Use Claude Code or a config file.

Cursor
{
  "mcpServers": {
    "scrapingbot": {
      "url": "https://scrapingbot.io/api/mcp",
      "headers": {
        "x-api-key": "<your x-api-key>"
      }
    }
  }
}

Save as ~/.cursor/mcp.json (all projects) or .cursor/mcp.json (this project).

ChatGPT (not applicable)

Not applicable: this server needs a custom header (x-api-key); ChatGPT connectors support no authentication or OAuth only.

Hermes Agent
mcp_servers:
  scrapingbot:
    url: "https://scrapingbot.io/api/mcp"
    headers:
      x-api-key: "<your x-api-key>"

Add to ~/.hermes/config.yaml, then run /reload-mcp.

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ScrapingBot: MCP server (Browser automation) in 2026 · Vibe Shipped