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Crawlora MCP

Website Docs MCP crawlora-mcp MCP server

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.

Two ways to use it: connect any MCP client to the hosted endpoint (https://mcp.crawlora.net/mcp), or run the small open‑source local server in this repo (npx / Docker, stdio) — both expose the same tools 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.

Related MCP server: WebScraping-AI MCP Server

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.

Run it locally (open‑source server)

This repo also ships a small stdio MCP server (index.mjs) that exposes the same 321 tools, each wrapping the Crawlora REST API (https://api.crawlora.net/api/v1) with your CRAWLORA_API_KEY. Useful if you'd rather run the server yourself than use the hosted endpoint.

# Node 20+ (no install)
CRAWLORA_API_KEY=your-key npx -y crawlora-mcp

# or from a clone
npm install && CRAWLORA_API_KEY=your-key node index.mjs

# or Docker
docker build -t crawlora-mcp . && docker run -i -e CRAWLORA_API_KEY=your-key crawlora-mcp

Client config (stdio):

{
  "mcpServers": {
    "crawlora": {
      "command": "npx",
      "args": ["-y", "crawlora-mcp"],
      "env": { "CRAWLORA_API_KEY": "your-key" }
    }
  }
}

The tool definitions in tools.json are generated from Crawlora's published API catalog; each carries its real input schema and maps to a single REST endpoint.

What you can call (321 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

License

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

Install Server
A
license - permissive license
B
quality
A
maintenance

How are these scores calculated?

Maintenance

–Maintainers
–Response time
–Release cycle
1Releases (12mo)
Commit activity

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