Import.io Web Data MCP. Turn messy websites into clean, structured data.
Import.io Web Data Extraction MCP lets your AI client scrape and structure data from any website. Run targeted extractors on specific URLs for clean JSON output, initiate massive bulk crawls across multiple pages, or let the Magic API automatically pull tables without pre-configured rules. Monitor job status and download results instantly as CSV or JSON.
Give Claude and any AI agent real-world access
Trigger specific, predefined data extractors on single web pages to pull clean JSON content directly into your workflow.
Start large-scale scraping jobs across many pages at once and monitor the progress of the entire crawl job.
Use the automated Magic API to identify and pull tabular data from any website, even if you haven't set up a specific extractor for it.
Poll ongoing extraction runs or bulk crawl jobs to check their current state, success rates, and total pages processed.
Retrieve final extraction results in either structured JSON format or ready-to-use CSV text for immediate processing.
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What AI agents can do with Import.io (Web Data Extraction) with 10 Tools
These tools let you manage the full lifecycle of web scraping, from starting a bulk crawl to downloading final structured data outputs.
Make your AI actually useful.
Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using Import.io (Web Data Extraction) MCPGet Crawl Data
Pulls the final, organized JSON output after a large crawl job has finished.
Get Crawl Status
Checks if an ongoing bulk crawl is still running and how many pages it's processed...
Download Csv
Downloads the extracted data as plain CSV text, ready to paste into a spreadsheet.
Get Extractor Data
Retrieves structured JSON data from a single extraction run once that job has...
List Extractors
Lists all the custom extractors already set up in your Import.io account so you know...
Run Magic Api
Runs an automated scan against a URL, automatically pulling out tables and structured information without any setup.
Run Extractor
Starts a specific, predefined data extraction job on a single website URL.
Start Crawl
Initiates a large-scale bulk crawling operation across multiple pages at the same...
Get Extractor Status
Checks the current state of any single extraction job, showing if it's running...
Account Usage
Reports how many API credits you've used this month against your subscription limit.
Security and governance baked right in.
Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.
Choose How to Get Started
Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.
Build Your Own
Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.
- Import from OpenAPI, Swagger, or YAML specs
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- Publish to catalog or keep private
Make Your AI Do More
Start with Import.io (Web Data Extraction), then connect any of our 5,200+ other servers whenever your AI needs more. One click, no limits.
- Use this MCP plus 5,200+ others, all in one place
- Add new capabilities to your AI anytime you want
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- Works with Claude, ChatGPT, Cursor, and more
- New servers added to the catalog weekly
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The headache of copying web tables into spreadsheets
You know the routine: finding a competitor's price list or a product spec sheet online. You click, you right-click, and you copy the data. Then, when you paste it into your spreadsheet, half the columns are mashed together, other formatting breaks, and you spend twenty minutes just separating the SKU from the name.
With this MCP, you simply tell your agent which website needs monitoring and what data points matter. The system uses tools like `run_extractor` or `run_magic_api` to read the page's underlying structure, pulling out perfectly clean, separated data that lands directly into a usable JSON or CSV format.
Get structured web data with Import.io Web Data MCP
Manual scraping scripts require you to write code for every single site layout change, and monitoring requires juggling multiple tabs just to see if the job succeeded or failed.
Now, your agent manages the whole process. You initiate a crawl with `start_crawl`, check its status using `get_crawl_status` when needed, and retrieve all results later via `get_crawl_data`. It's automated monitoring without the code overhead.
What Import.io Web Data MCP does for your AI
Connect this MCP to your agent and take control of web data extraction through natural conversation. You can tell it exactly what you need from any website, whether that's specific product pricing or a list of contacts. Start by triggering predefined extractors on single URLs to get clean JSON right away.
Need something bigger? Run large-scale jobs across multiple pages concurrently and track their progress in real time. If the data structure is messy, use the automated Magic API to pull tables without needing setup. Once the work's done, you can retrieve results as structured JSON or CSV files, ready for your spreadsheet program.
Everything runs through Vinkius, giving your agent access to thousands of other tools alongside this one.
019d75b8-ca26-7143-b769-86fe16a459b0 How to set up Import.io Web Data MCP
The bottom line is you can turn unstructured website content into clean, usable data formats without writing any scraping code.
Subscribe to this MCP and provide your Import.io API Key.
Tell your agent what you want: whether it's running a targeted extractor, starting a massive crawl, or using the Magic API.
Your agent will manage the job, track its progress (like pages processed), and then retrieve the final data in JSON or CSV format.
Who uses Import.io Web Data MCP
This MCP is for analysts and researchers who spend too much time copying raw web data into spreadsheets. If your job involves monitoring competitors or collecting market intelligence from multiple sites, this connector saves hours of manual effort.
Runs large-scale competitor audits and monitors pricing changes across dozens of websites without needing to write custom scraping scripts.
Automates the collection of market data, building structured datasets from diverse online sources using natural language prompts.
Verifies and monitors data schemas by running extraction tests across multiple project sites to ensure data integrity before launch.
Benefits of connecting Import.io Web Data MCP
Automate market intelligence collection by running predefined extractors via run_extractor against specific competitor product pages. You get the exact data points you need in JSON format every time.
Handle massive web audits without writing a single line of code. Use start_crawl to monitor progress across hundreds of URLs, letting your agent know when the full dataset is ready.
Bypass setup entirely with the Magic API (run_magic_api). If you just need pricing tables from a random site and don't have an extractor built, this feature gets it for you instantly.
Keep track of everything. You can check job status using get_extractor_status or monitor your budget by running account_usage, so you never hit a credit wall when you need data most.
Get the output in exactly what you need: use download_csv to instantly export results for spreadsheet processing, skipping the manual copy-pasting steps entirely.
Import.io Web Data MCP use cases
Monitoring Competitor Price Changes
A market researcher needs daily pricing data from a rival's product catalog. Instead of manually entering URLs into a scraper, they ask their agent to use the run_extractor tool with the specific 'Product Pricing' extractor against all 50 competitor SKUs. The results are compiled and delivered as structured JSON.
Building an Industry Directory
A business developer needs contact details (email, phone) from a list of websites that don't have standardized data. They ask their agent to use the Magic API (run_magic_api) across all 10 sites and then compile the resulting data into one clean CSV file for follow-up.
Auditing Website Content Scale
A content strategist wants to see how many articles a competitor has published over two years. They ask their agent to use start_crawl across the main blog section, monitor the progress using get_crawl_status, and get a final count of pages processed.
Validating Data Schema for New Products
A product manager needs to confirm that all new product listing sites follow the same data format. They run several targeted extracts, check the output using get_extractor_data, and ensure the JSON keys are consistent across all sources.
Import.io Web Data MCP tradeoffs
What to watch out for, and the recommended way to handle each one.
Trying to scrape dynamic JavaScript content
Asking your agent to 'Just get me the data from this site' without specifying that you need structured tables, leading to vague or incomplete results.
Don't rely on general prompts. Always use a targeted tool like run_extractor for known structures, or specifically invoke run_magic_api when the site content is unpredictable.
Assuming all data comes as clean JSON
Getting raw text dumps from an extract run and then having to manually parse out tables and specific fields.
If you anticipate needing spreadsheet input, use the download_csv tool. It formats the output correctly for immediate use in Excel or Google Sheets.
Ignoring API usage limits
Running multiple large jobs without checking your available credits and suddenly getting an 'Insufficient Funds' error mid-process.
Always start by running account_usage to know exactly how many API credits you have left for the month. This prevents costly interruptions.
When to use Import.io Web Data MCP
Use this MCP if your core need is turning unstructured, messy web content into clean, structured data formats like JSON or CSV. It's ideal for market research and large-scale audits because it handles both targeted extraction (predefined rules) and opportunistic extraction (Magic API). However, don't use this if you need to interact with a website's backend—it only reads public content. If your goal is complex data manipulation after the scrape, you'll need a dedicated database connector; this MCP handles the gathering phase only. Never use it if you just want basic text scraping; stick to run_extractor for structured results.
Frequently asked questions about Import.io Web Data MCP
How does Import.io Web Data MCP handle websites that change often? +
The system uses predefined extractors for stable data points, but if a site layout changes completely, you can use the Magic API to try and pull general structured tables automatically.
Can I run Import.io Web Data MCP on private sites? +
No. This MCP is designed for public web data extraction using standard scraping methods. It cannot access protected or login-required content.
What's the difference between `run_extractor` and `start_crawl`? +
run_extractor targets a single, specific page with known data points. start_crawl is for bulk jobs across multiple pages or sections of a large website.
What information does the account_usage tool provide? +
It tells you exactly how many API credits you've consumed this billing cycle and what your remaining credit balance is, helping manage your budget.