Crawlora MCP

Crawlora MCP is a hosted Model Context Protocol server that gives AI clients and agents 319 structured public‑web‑data tools across 30+ categories — search, maps, e‑commerce, social, finance, travel, app stores, media, and reviews — each returning clean, normalized JSON instead of HTML to parse.

This is a remote/hosted server — there is nothing to build or run locally. Point any MCP‑capable client at the hosted endpoint and authenticate with your Crawlora API key. Start free with 2,000 credits/month (no card) at crawlora.net.

Connection

A missing or invalid API key returns 401.

Quick start

Generic mcp.json (Claude Desktop, Cursor, and most clients)

{
  "mcpServers": {
    "crawlora": {
      "url": "https://mcp.crawlora.net/mcp",
      "transport": "streamable-http",
      "headers": { "Authorization": "Bearer ${CRAWLORA_API_KEY}" }
    }
  }
}

Codex CLI

codex mcp add crawlora \
  --url https://mcp.crawlora.net/mcp \
  --bearer-token-env-var CRAWLORA_API_KEY

VS Code (.vscode/mcp.json)

{
  "servers": {
    "crawlora": {
      "type": "http",
      "url": "https://mcp.crawlora.net/mcp",
      "headers": { "Authorization": "Bearer ${env:CRAWLORA_API_KEY}" }
    }
  }
}

More ready‑to‑paste configs are in examples/. For Cline, see llms-install.md.

What you can call (319 tools / 30+ categories)

Full, always‑current tool list with parameters, response examples, and a live Playground: https://crawlora.net/docs.

Why Crawlora

• Normalized JSON per tool — ship data features, not scraper infrastructure.
• No proxies, browsers, or parsers to maintain.
• Pay on success — credit‑based, billed only on 2xx responses.
• One key, 319 tools — search, commerce, social, finance, and more behind a single MCP endpoint.

A good alternative to stitching together SerpApi, Firecrawl, ScraperAPI, or ScrapingBee.

Links

• Website: https://crawlora.net/mcp
• Docs & Playground: https://crawlora.net/docs · https://crawlora.net/playground
• Pricing: https://crawlora.net/pricing
• Server card: https://crawlora.net/.well-known/mcp/server-card.json
• Official MCP registry manifest: server.json

License

See LICENSE. The Crawlora MCP service itself is a hosted SaaS governed by the Crawlora terms; this repository contains connection docs and manifests.