Crawlora MCP

Crawlora MCP is a hosted Model Context Protocol server that gives AI clients and agents 323 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

Endpoint	https://mcp.crawlora.net/mcp
Transport	Streamable HTTP
Auth	Authorization: Bearer <CRAWLORA_API_KEY> (preferred) — x-api-key: <key> also accepted
Get a key	https://crawlora.net (free 2,000 credits/mo)
Server card	https://crawlora.net/.well-known/mcp/server-card.json

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 (323 tools / 30+ categories)

Category	Tools	Examples
Finance & crypto	82	Yahoo Finance, Google Finance, CoinGecko, Polymarket — quotes, financials, screeners, markets, trending, coins, prediction markets
Media & entertainment	64	Spotify, Spotify Podcasts, Apple Podcasts, JustWatch — tracks, artists, charts, episodes, where‑to‑watch
Social & video	47	YouTube, TikTok, Instagram, Reddit, LinkedIn — search, profiles, posts, comments, transcripts, trends
E‑commerce	36	Amazon, eBay, Shopify, Shop.app — product, search, sellers, collections, reviews
Search & web	26	Google, Bing, Brave, Google Trends — SERPs, suggestions, news, videos, images, interest‑over‑time
App stores	20	App Store, Google Play — app details, reviews, rankings, similar apps
Reviews & companies	18	Trustpilot, Product Hunt — business reviews, launches, makers, leaderboards
Travel & real estate	13	Airbnb, TripAdvisor, Zillow — listings, calendars, hotels, property data
Data & utility	14	Datasets, SimilarWeb, usage — curated datasets, website intelligence, account usage
Maps & places	5	Google Maps, Geocoding — place search, details, forward/reverse geocoding

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, 323 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.