Crawlora MCP

Name: Crawlora MCP
Author: Crawlora-org

@Crawlora-org

关于 Crawlora MCP

Hosted MCP server for structured public web data — 319 tools across search, maps, commerce, social & finance, returning clean JSON.

#web-scraping #serp-api #search #maps #e-commerce #social-media #finance #ai-agents

基本信息

分类

开发工具

许可证

MIT

运行时

node

传输方式

stdio

发布者

Crawlora-org

提交者

Tony Wang

配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

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

工具

未检测到工具

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Crawlora MCP?

Crawlora MCP is a hosted Model Context Protocol server that gives AI clients and agents 478 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 raw HTML. It is designed for developers and AI agents who need structured web data without maintaining scrapers.

How to use Crawlora MCP?

You can connect any MCP client to the hosted endpoint (https://mcp.crawlora.net/mcp) using Streamable HTTP and authenticate with your Crawlora API key (free 2,000 credits/month at crawlora.net). Alternatively, run the open‑source local server in this repo via npx -y crawlora-mcp (Node 20+) or Docker, which exposes the same 478 tools over stdio. Detailed configuration files for Claude, Cursor, VS Code, and other clients are provided.

Key features of Crawlora MCP

478 structured data tools across 30+ categories.
Normalized JSON output per tool.
No proxies, browsers, or parsers to maintain.
Pay‑on‑success credit model (billed only on 2xx responses).
Single API key for 505 tools behind one MCP endpoint.
Works with any MCP client via Streamable HTTP (hosted) or stdio (local).

Use cases of Crawlora MCP

Market research: gather finance quotes, e‑commerce products, and social trends.
Competitive analysis: compare app store reviews, product ratings, and company data.
Content creation: pull music charts, movie info, and social media transcripts.
Travel planning: search Airbnb listings, TripAdvisor reviews, and hotel details.
Data aggregation: combine search results, map data, and curated datasets.

FAQ from Crawlora MCP

How do I get a Crawlora API key?

Visit crawlora.net to sign up for a free account, which includes 2,000 credits per month with no credit card required.

What transport does Crawlora MCP use?

The hosted server uses Streamable HTTP; the local open‑source server uses stdio.

What happens if my API key is missing or invalid?

A missing or invalid API key returns a 401 error.

How is Crawlora MCP different from services like SerpApi or Firecrawl?

It provides normalized JSON per tool, a single key for 505 tools, no proxies or parsers to maintain, and a pay‑on‑success credit model.

Can I run Crawlora MCP locally?

Yes—this repository contains a small stdio MCP server (index.mjs) that you can run with npx -y crawlora-mcp or via Docker, using your own Crawlora API key.

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