XCrawlНачните за 30 секунд.Кредитная карта не требуется. Изучайте всё бесплатно.Начать бесплатную пробную версию
XCrawlРешенияSingapore Open Data MCP Server Scraper API

Singapore Open Data MCP Server Scraper API

XCrawl's Singapore Open Data MCP Server Scraper API simplifies web scraping from server for backend developers. Seamlessly access rich open datasets via our robust scraper API, optimized for mcp server python integrations. Overcome parsing complexities in MCP web structures, handle rate limits, and receive clean JSON outputs without managing proxies or CAPTCHAs.

Начать бесплатную пробу
Связаться с отделом продаж

Что можно построить с помощью Singapore Open Data MCP Server Scraper API Scraper?

Build real-time data pipelines integrating mcp server python for Singapore open data analytics. Create monitoring tools for data server updates and web scraping from server to track dataset changes. Develop AI models trained on scraped MCP web catalogs, competitor analysis dashboards, and automated reporting systems for government data insights.

XCrawl

Python-Native Integration

Leverage mcp server python SDK for async requests, delivering structured JSON datasets from Singapore open data in seconds.

XCrawl

Real-Time Scraping

Perform web scraping from server with low-latency endpoints, ensuring fresh data server extracts for dynamic applications.

XCrawl

Scalable Data Handling

Process massive MCP web volumes with auto-scaling, returning parsed JSON ready for databases or ML pipelines.

XCrawl

Proxy & Rate Management

Built-in rotations and throttling for uninterrupted data server access, compliant with open data policies.

Доверие дата-ориентированных команд по всему миру

Используется в аналитике, исследованиях, мониторинге и growth-командах.

XCrawl

Доступные Singapore Open Data MCP Server Scraper API скраперы

Получайте самые востребованные типы данных Singapore Open Data MCP Server Scraper API — всегда структурированные, единообразные и готовы к работе.

Data Server Scraper

Extracts core datasets and metadata from Singapore Open Data MCP servers.

Метод скрапинга:
  • dataset_id
  • title
  • description
  • publisher
  • tags
  • license
  • modified_date

MCP Server Python

Python-optimized endpoint for scraping MCP server open data catalogs.

Метод скрапинга:
  • server_id
  • endpoint
  • schema
  • version
  • access_url
  • update_freq
  • size

Web Scraping from Server

Automates extraction from MCP server web pages and APIs.

Метод скрапинга:
  • page_url
  • content_html
  • metadata
  • links
  • timestamps
  • status_code
  • error_log

MCP Web Scraper

Targets MCP web interfaces for category and search data.

Метод скрапинга:
  • category_id
  • search_query
  • results_count
  • ranking
  • resource_urls
  • thumbnails

MCP Server Search Results

Scrapes keyword-based search results from data servers.

Метод скрапинга:
  • query
  • result_id
  • title
  • summary
  • relevance_score
  • dataset_url

MCP Category Lists

Fetches best datasets and category hierarchies from MCP web.

Метод скрапинга:
  • category_name
  • subcategories
  • top_datasets
  • download_counts
  • popularity

Методы обхода Singapore Open Data MCP Server Scraper API

XCrawl

API-скрапинг (для разработчиков)

Integrate our RESTful API directly into Python or Node.js apps for precise control over MCP server scraping.

  • XCrawl
    Python SDK
    Official mcp server python library for async calls and easy authentication.
  • XCrawl
    Custom Parameters
    Fine-tune web scraping from server with filters, pagination, and retries.
  • XCrawl
    Webhook Notifications
    Get instant JSON pushes for data server updates.
XCrawl

No-code скрапинг (для Ops и growth команд)

Use the no-code dashboard to configure and run MCP web scrapes visually.

  • XCrawl
    Visual Selector
    Point-and-click to choose data server fields without code.
  • XCrawl
    Schedule Runs
    Automate recurring web scraping from server on your timeline.
  • XCrawl
    Multi-Format Export
    Export scraped JSON, CSV, or Excel directly to cloud storage.

Примеры кода

Получайте публикации Singapore Open Data MCP Server Scraper API и данные об авторах за секунды с помощью простого API-запроса.

Ввод
Shell
curl -X POST https://xcrawl.com -H "Authorization: YOU_TOKEN" -H "Content-Type: application/json" -d "{\"geo\":\"US\",\"context\":{\"keyword_list\":[{\"keyword\":\"Apple\"}],\"start_page\":1,\"pages\":1},\"source\":\"amazon_search\"}"
Результат
Json
{
"result":[
{
"content":{
"url":"https://www.amazon.com/s?k=Apple&page=1"
"page":1
"query":"Apple"
"results":{
"organic":[
{
"pos":1
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTIyMDE1MTYwMjo6MDo6&url=%2FApple-11-inch-Intelligence-Display-All-Day%2Fdp%2FB0DZ73HCJZ%2Fref%3Dsr_1_1_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-1-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DZ73HCJZ"
"price":499.99
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleiPad Air 11-inch with M3 chip Built for Apple Intelligence, Liquid Retina Display, 128GB, 12MP Front/Back Camera, Wi-Fi 6E, Touch ID, All-Day Battery Life — Purple"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71b-vc2xzlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":499.99
"is_sponsored":false
"sales_volume":"1K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":599
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":2
"url":"https://www.amazon.com/sspa/click?ie=UTF8&spc=MTo1NTU4MDIyNzE4MTQ0NDk1OjE3NjM0NDg1NjM6c3BfYXRmOjMwMDg0MTI5NzA2MjkwMjo6MDo6&url=%2FApple-Bluetooth-Headphones-Personalized-Effortless%2Fdp%2FB0DGHMNQ5Z%2Fref%3Dsr_1_2_sspa%3Fdib%3DeyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs%26dib_tag%3Dse%26keywords%3DApple%26qid%3D1763448563%26sr%3D8-2-spons%26sp_csd%3Dd2lkZ2V0TmFtZT1zcF9hdGY%26psc%3D1"
"asin":"B0DGHMNQ5Z"
"price":117
"title":"SponsoredSponsored You’re seeing this ad based on the product’s relevance to your search query.Leave ad feedback AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, Personalized Spatial Audio, Sweat and Water Resistant, USB-C Charging Case, H2 Chip, Up to 30 Hours of Battery Life, Effortless Setup for iPhone"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":117
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":129
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":3
"url":"https://www.amazon.com/Apple-MX542LL-A-AirTag-Pack/dp/B0D54JZTHY/ref=sr_1_3?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-3"
"asin":"B0D54JZTHY"
"price":79.98
"title":"AppleAirTag 4 Pack. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61bMNCeAUAL._AC_UY218_.jpg"
"best_seller":false
"price_upper":79.98
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":99
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":4
"url":"https://www.amazon.com/Apple-MX532LL-A-AirTag/dp/B0CWXNS552/ref=sr_1_4?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-4"
"asin":"B0CWXNS552"
"price":17.97
"title":"AppleAirTag. Keep Track of and find Your Keys, Wallet, Luggage, Backpack, and More. Simple one-tap Set up with iPhone or iPad"
"rating":4.7
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71rP7f78eFL._AC_UY218_.jpg"
"best_seller":false
"price_upper":17.97
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":29
"shipping_information":"FREE delivery Sun, Nov 23 on $35 of items shipped by AmazonOr fastest delivery Tomorrow, Nov 19"
},
{
"pos":5
"url":"https://www.amazon.com/Apple-iPad-Pro-13-inch-M5/dp/B0FWCXMR3W/ref=sr_1_5?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-5"
"asin":"B0FWCXMR3W"
"price":2499
"title":"AppleiPad Pro 13-inch (M5): Ultra Retina XDR Display, 2TB, 12MP Front/Back Camera, LiDAR Scanner, Wi-Fi 7 with Apple N1 + 5G Cellular with C1X chip, Face ID, All-Day Battery Life — Space Black"
"rating":4.6
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/715V3wbnD6L._AC_UY218_.jpg"
"best_seller":false
"price_upper":2499
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":16
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Thu, Nov 20"
},
{
"pos":6
"url":"https://www.amazon.com/Apple-Cancellation-Translation-Headphones-High-Fidelity/dp/B0FQFB8FMG/ref=sr_1_6?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-6"
"asin":"B0FQFB8FMG"
"price":249
"title":"AppleAirPods Pro 3 Wireless Earbuds, Active Noise Cancellation, Live Translation, Heart Rate Sensing, Hearing Aid Feature, Bluetooth Headphones, Spatial Audio, High-Fidelity Sound, USB-C Charging"
"rating":4.4
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61solmQSSlL._AC_UY218_.jpg"
"best_seller":false
"price_upper":249
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":""
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":7
"url":"https://www.amazon.com/Apple-2025-MacBook-13-inch-Laptop/dp/B0DZD9S5GC/ref=sr_1_7?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-7"
"asin":"B0DZD9S5GC"
"price":749.99
"title":"Apple2025 MacBook Air 13-inch Laptop with M4 chip: Built for Apple Intelligence, 13.6-inch Liquid Retina Display, 16GB Unified Memory, 256GB SSD Storage, 12MP Center Stage Camera, Touch ID; Midnight"
"rating":4.8
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/71cWZUr9SVL._AC_UY218_.jpg"
"best_seller":false
"price_upper":749.99
"is_sponsored":false
"sales_volume":null
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":999
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
{
"pos":8
"url":"https://www.amazon.com/Apple-Headphones-Cancellation-Transparency-Personalized/dp/B0DGJ7HYG1/ref=sr_1_8?dib=eyJ2IjoiMSJ9.34Y5eLJt-Syg--Dpi7ueLQwL3ml5AvPfvC0eh7LK2pKhXumC_HQT9LBvkLBiFSrOLyabiwA1DN0qC4nDUFqkGrn5VUhsdLQFYgZ3L8DIPuzIgdPdKtqxJq8diyjiiuXTCDm8kcQmj2lflrdB1g_13fvuEjweGI5mAVZVfJ83S_reyt11VBul7Fga7znbDIGVuFDGhy2lICifAICisiNT88x1w5OOasbBiPs42bcbX0Y.sYUV92XFy8V256YhUSF1FPnMdd_kkjo8lMeGBX4Y2Rs&dib_tag=se&keywords=Apple&qid=1763448563&sr=8-8"
"asin":"B0DGJ7HYG1"
"price":148.99
"title":"AppleAirPods 4 Wireless Earbuds, Bluetooth Headphones, with Active Noise Cancellation, Adaptive Audio, Transparency Mode, Personalized Spatial Audio, USB-C Charging Case, Wireless Charging, H2 Chip"
"rating":4.5
"currency":"USD"
"is_prime":false
"url_image":"https://m.media-amazon.com/images/I/61iBtxCUabL._AC_UY218_.jpg"
"best_seller":false
"price_upper":148.99
"is_sponsored":false
"sales_volume":"10K+ bought in past month"
"pricing_count":1
"reviews_count":null
"is_amazons_choice":false
"price_strikethrough":179
"shipping_information":"FREE delivery Sun, Nov 23Or fastest delivery Tomorrow, Nov 19"
},
],
"amazons_choices":[
],
},
},
},
],
},

Как работает Scraper API для Singapore Open Data MCP Server Scraper API?

  • XCrawlИнтеллектуальная ротация IP
  • XCrawlАвтоматическое распознавание CAPTCHA
  • XCrawlHTTP-заголовки
  • XCrawlАвтоматический парсинг страниц
  • XCrawlИндивидуальная поддержка

Что может наш API для вас?

XCrawl

Управление прокси

ML-выбор и ротация прокси на основе нашего премиум-пула из 190 стран.

XCrawl

AI-генерация отпечатков браузера

Уникальные HTTP-заголовки, JavaScript и отпечатки браузера позволяют эффективно противостоять динамическому контенту.

XCrawl

Обход CAPTCHA

Автоматические повторы и обход CAPTCHA для бесперебойного получения данных.

XCrawl

Массовое извлечение данных

Собирайте данные одновременно с нескольких страниц — до 10 000 URL за партию.

XCrawl

Разные варианты доставки

Получайте данные через облачное хранилище (например, SFTP или AWSS3) либо через API.

XCrawl

Планировщик скрапинга

Настраивайте частоту автоматического сбора данных, результат будет оперативно доставлен в облако.

XCrawl

Инфраструктура без технических забот

Забудьте о ручном обслуживании прокси и построении собственной инфраструктуры скрапинга.

XCrawl

Легко масштабируется

Простая интеграция и настройка под ваши задачи.

XCrawl

Поддержка 24/7

Профессиональная помощь в случае вопросов или проблем.

XCrawl Прозрачность

Гибкая оплата

Прозрачные цены веб-скрапинга с гибкими планами подписки API. Сравнивайте стоимость извлечения данных, покупайте доступ к краулеру и начинайте бесплатно — затем масштабируйтесь по мере роста.

Месяц
Год Горячее
Мы принимаем такие способы оплаты:XCrawl ...

Тарифы для масштабирования

Тарифы для больших объёмов и команд с высокими требованиями и поддержкой.

Получайте более высокие лимиты, больше одновременных браузеров и приоритетную поддержку.

Связаться с отделом продаж
Индивидуальные решения на уровне предприятия

Больше решений

S
Shopify Product Script Scraper API

Unlock Shopify product data effortlessly with XCrawl's Shopify Product Script Scraper API. This powerful product scraper bypasses complex parsing challenges, delivering structured JSON from Shopify stores via simple API calls. Ideal for developers building web scraping scripts in Python or JavaScript, it handles product details, pricing, and variants without IP blocks or manual shopify scraper hassles.

Узнать больше
R
Reddit Keyword & Conversation Search Scraper API

Unlock powerful Reddit scraping with our Reddit Keyword & Conversation Search Scraper API. Effortlessly scrape Reddit data, including keywords, conversations, posts, and comments, bypassing IP blocks and complex parsing challenges. Ideal for reddit scraper api users needing reliable, scalable extraction of reddit scraping insights without the hassle of building custom reddit web scraping solutions.

Узнать больше
K
Kv To Kv Orchestrator Scraper API

XCrawl's Kv To Kv Orchestrator Scraper API is the ultimate tool to crawl website data and extract structured information effortlessly. Perfect for developers seeking the best tool to scrape website content, it bypasses common hurdles like dynamic rendering and IP blocks, delivering clean JSON via a simple API to extract data from website sources.

Узнать больше
M
Multilingual Github Scraper API

XCrawl's Multilingual GitHub Scraper API is the ultimate github web scraper and python github api solution for developers. Effortlessly crawl github repositories, user profiles, and search results while bypassing rate limits and complex parsing challenges. Get structured JSON data from web scraper github endpoints, supporting python web scraper github projects with real-time accuracy and multilingual parsing.

Узнать больше
I
Instagram Video Scraper and Downloader Fastest Scraper API

XCrawl's Instagram Video Scraper and Downloader Fastest Scraper API revolutionizes instagram scraping, delivering high-quality video downloads and metadata extraction without the hassles of IP blocks or complex parsing. Ideal for developers seeking a reliable instagram scraper api to scrape instagram data, extract instagram video URLs, and access engagement metrics effortlessly.

Узнать больше
P
Product Hunt Scraper(PPR) - Comprehensive Data Extraction Actor Scraper API

XCrawl's Product Hunt Scraper(PPR) is the premier product hunt scraper and product data API for backend developers. Effortlessly scrape product info, user profiles, engagement metrics, search results, and comments from Product Hunt using our robust products scraper. Bypass parsing headaches and get structured JSON data fast with this comprehensive product scraping solution.

Узнать больше
Показать больше

Что говорят наши клиенты?

★★★★★
5.0

MCP server python integration is seamless—fast scraping and pristine datasets for our analytics pipeline!

Alex Tan
Alex Tan
Data Engineer
★★★★★
4.9

Web scraping from server has never been easier; reliable data server access transformed our open data projects.

Priya Singh
Priya Singh
Backend Developer
★★★★★
5.0

Outstanding MCP web scraper—high accuracy and speed for Singapore open data monitoring.

Michael Lim
Michael Lim
CTO
★★★★★
4.8

Perfect for mcp server python apps; dataset quality is top-notch for model training.

Sarah Wong
Sarah Wong
AI Researcher
★★★★★
5.0

Scalable web scraping from server handles our volume without issues—game-changer.

Rajesh Kumar
Rajesh Kumar
DevOps Lead
★★★★★
4.9

Easy data server integration boosted our insights dashboard instantly.

Emily Chen
Emily Chen
Product Manager
★★★★★
5.0

MCP server python endpoints deliver clean JSON every time—highly recommend.

David Ng
David Ng
Full-Stack Developer
★★★★★
4.7

Effortless MCP web scraping for category data; saved hours of manual work.

Lisa Tan
Lisa Tan
Data Analyst
★★★★★
5.0

Robust handling of data server complexities with zero downtime.

Kevin Lee
Kevin Lee
Software Architect
★★★★★
4.9

Quick setup for web scraping from server—unlocked new open data strategies.

Nina Patel
Nina Patel
Growth Hacker
★★★★★
5.0

MCP server python integration is seamless—fast scraping and pristine datasets for our analytics pipeline!

Alex Tan
Alex Tan
Data Engineer
★★★★★
4.9

Web scraping from server has never been easier; reliable data server access transformed our open data projects.

Priya Singh
Priya Singh
Backend Developer
★★★★★
5.0

Outstanding MCP web scraper—high accuracy and speed for Singapore open data monitoring.

Michael Lim
Michael Lim
CTO
★★★★★
4.8

Perfect for mcp server python apps; dataset quality is top-notch for model training.

Sarah Wong
Sarah Wong
AI Researcher
★★★★★
5.0

Scalable web scraping from server handles our volume without issues—game-changer.

Rajesh Kumar
Rajesh Kumar
DevOps Lead
★★★★★
4.9

Easy data server integration boosted our insights dashboard instantly.

Emily Chen
Emily Chen
Product Manager
★★★★★
5.0

MCP server python endpoints deliver clean JSON every time—highly recommend.

David Ng
David Ng
Full-Stack Developer
★★★★★
4.7

Effortless MCP web scraping for category data; saved hours of manual work.

Lisa Tan
Lisa Tan
Data Analyst
★★★★★
5.0

Robust handling of data server complexities with zero downtime.

Kevin Lee
Kevin Lee
Software Architect
★★★★★
4.9

Quick setup for web scraping from server—unlocked new open data strategies.

Nina Patel
Nina Patel
Growth Hacker
★★★★★
5.0

MCP server python integration is seamless—fast scraping and pristine datasets for our analytics pipeline!

Alex Tan
Alex Tan
Data Engineer
★★★★★
4.9

Web scraping from server has never been easier; reliable data server access transformed our open data projects.

Priya Singh
Priya Singh
Backend Developer
★★★★★
5.0

Outstanding MCP web scraper—high accuracy and speed for Singapore open data monitoring.

Michael Lim
Michael Lim
CTO
★★★★★
4.8

Perfect for mcp server python apps; dataset quality is top-notch for model training.

Sarah Wong
Sarah Wong
AI Researcher
★★★★★
5.0

Scalable web scraping from server handles our volume without issues—game-changer.

Rajesh Kumar
Rajesh Kumar
DevOps Lead
★★★★★
4.9

Easy data server integration boosted our insights dashboard instantly.

Emily Chen
Emily Chen
Product Manager
★★★★★
5.0

MCP server python endpoints deliver clean JSON every time—highly recommend.

David Ng
David Ng
Full-Stack Developer
★★★★★
4.7

Effortless MCP web scraping for category data; saved hours of manual work.

Lisa Tan
Lisa Tan
Data Analyst
★★★★★
5.0

Robust handling of data server complexities with zero downtime.

Kevin Lee
Kevin Lee
Software Architect
★★★★★
4.9

Quick setup for web scraping from server—unlocked new open data strategies.

Nina Patel
Nina Patel
Growth Hacker
★★★★★
5.0

MCP server python integration is seamless—fast scraping and pristine datasets for our analytics pipeline!

Alex Tan
Alex Tan
Data Engineer
★★★★★
4.9

Web scraping from server has never been easier; reliable data server access transformed our open data projects.

Priya Singh
Priya Singh
Backend Developer
★★★★★
5.0

Outstanding MCP web scraper—high accuracy and speed for Singapore open data monitoring.

Michael Lim
Michael Lim
CTO
★★★★★
4.8

Perfect for mcp server python apps; dataset quality is top-notch for model training.

Sarah Wong
Sarah Wong
AI Researcher
★★★★★
5.0

Scalable web scraping from server handles our volume without issues—game-changer.

Rajesh Kumar
Rajesh Kumar
DevOps Lead
★★★★★
4.9

Easy data server integration boosted our insights dashboard instantly.

Emily Chen
Emily Chen
Product Manager
★★★★★
5.0

MCP server python endpoints deliver clean JSON every time—highly recommend.

David Ng
David Ng
Full-Stack Developer
★★★★★
4.7

Effortless MCP web scraping for category data; saved hours of manual work.

Lisa Tan
Lisa Tan
Data Analyst
★★★★★
5.0

Robust handling of data server complexities with zero downtime.

Kevin Lee
Kevin Lee
Software Architect
★★★★★
4.9

Quick setup for web scraping from server—unlocked new open data strategies.

Nina Patel
Nina Patel
Growth Hacker
ISO 27001
XCrawlISO 27001
CDPR
XCrawlCDPR
Лучший по отзывам пользователей
XCrawlЛучший по отзывам пользователей
Лидер
XCrawlЛидер
Самый удобный
XCrawlСамый удобный
Лучшая выгода
XCrawlЛучшая выгода

Часто задаваемые вопросы

Всё, что нужно знать о XCrawl.

How does the Singapore Open Data MCP Server Scraper API architecture work?
Cloud proxies fetch MCP web pages, parse with custom engines, and return structured JSON via REST endpoints in milliseconds.
What factors determine the pricing model?
Billed per successful request, factoring data volume, scrape frequency, and endpoint complexity—no flat fees.
What is the data coverage and any limitations?
Full coverage of public Singapore open datasets on MCP servers; excludes login-protected or real-time streaming data.
Is scraping with this API legal and compliant?
We strictly target public data only, honoring robots.txt, terms of service, and rate limits for ethical use.
What integration support is provided?
SDKs for Python/Node.js, interactive docs, API playground, and 24/7 support for mcp server python setups.

Получите нужные данные.

Мы займёмся сбором данных, пока вы сосредоточены на работе.

Начать бесплатно
XCrawlПоддержка клиентов:support@xcrawl.com
XCrawlРусский
English简体中文GermanFrançaisРусский日本語한국어
Безопасность
XCrawl
XCrawlXCrawl