Data & Analytics · Scrape do + Claude
Scrape do MCP with Claude: Structured Web Data Without Manual Collection
The short answer
Claude works with Scrape do through the Model Context Protocol (MCP), a secure standard that lets Claude use the tool with permissions you set. Staff ask for web data in plain English, and Claude runs the extraction through Scrape do and returns results in JSON or HTML, ready for analysis or other business systems.
What is Scrape do?
Scrape do is a web scraping service used to collect information from websites at scale. It offers rotating proxies, headless browser support and session management, which help requests reach pages that block automated access. Analysts, pricing teams, researchers and operations staff use it to gather structured data such as product listings, public prices and directory entries, returned in JSON or HTML formats that other tools can read.
How Claude connects to Scrape do through MCP
The Model Context Protocol is an open standard that lets Claude securely use other software, reading information and taking actions with permissions the organisation controls. Think of it as a universal adapter between Claude and the tool. Once Scrape do is connected, Claude can use it on your behalf instead of someone writing requests by hand.
Once connected, Claude can typically request a page through Scrape do, choose options such as rendering with a headless browser or managing a proxy session, and return the extracted content in a structured form. It can summarise results, compare them across sites and format them into a table or file. Access uses your Scrape do API key, so only the capabilities that key allows are available.
Permissions and approvals keep people in charge. We set up the connection with least-privilege access, limit which sites and actions are allowed, and require a person to approve anything consequential, such as large or repeated extraction jobs. Audit logs record each request so you can review what was collected and when.
What you can automate
Competitor price monitoring
A pricing analyst asks Claude each morning to check the public prices of a defined list of competitor products. Claude retrieves the pages through Scrape do, extracts the price and availability fields, and flags changes above a threshold you set. The analyst reviews the flagged items and decides on adjustments, rather than opening dozens of pages by hand.
Market and lead research
A business development team needs a list of companies in a specific sector from public directories. Claude gathers the directory entries through Scrape do, cleans the names, locations and contact pages that are publicly listed, and returns a structured sheet. Your team then qualifies the leads and loads approved records into the CRM.
Product catalogue enrichment
An e-commerce operations lead needs specifications for supplier products to fill gaps in its own catalogue. Claude pulls product pages through Scrape do, extracts dimensions, materials and descriptions, and maps them to your catalogue fields. A content editor reviews the output before anything is published.
Regulatory and news tracking
A compliance team wants to know when public regulator pages change. Claude checks a set list of pages on a schedule through Scrape do, compares them with the previous version, and summarises what changed. Staff receive a short briefing and decide which items need action.
Research data collection
A research team needs structured data from public sources for a report. Claude requests the pages through Scrape do, handles session management so repeated requests stay consistent, and returns JSON that the team can load into a spreadsheet or analysis tool. Researchers check sampling and quality before drawing conclusions.
An end-to-end workflow: Weekly competitor pricing report
TriggerEvery Monday at 07:00, a scheduled request is sent to Claude with the approved competitor product list.
Claude requests each listed product page through Scrape do, using rendering and proxy settings suited to the site.
Claude extracts product name, price, currency and stock status into structured JSON.
Claude compares the results with last week's values held in Microsoft 365 and calculates the changes.
Claude writes a summary table and posts the report to the pricing team's channel in Microsoft 365.
The pricing manager reviews any changes above the agreed threshold and records decisions in the CRM or ERP for follow-up.
OutcomePricing managers receive a consistent weekly view of competitor movements in a few minutes, freeing analyst time for decisions rather than data gathering. Typical results depend on the sites monitored and the quality of the approved list.
How we set it up
Free automation audit
We review how your teams gather web data today and identify the workflows worth automating with Scrape do. You receive a short written summary with priorities at no cost.
Secure connection with your API key
We connect Claude to Scrape do using your API key, stored in a managed secrets vault rather than shared in chat. Access is limited to the capabilities that key permits.
Workflow design across your systems
We design the end-to-end flow across Scrape do and your Microsoft 365, CRM, ERP or ticketing tools, and agree which actions need human approval.
Testing and launch
We test the workflow against real past cases, check extraction accuracy, and launch with monitoring and audit logs in place.
Team training
We train your staff to make requests, review outputs and handle exceptions, and leave clear guidance for ongoing use.
Who benefits
- Pricing and commercial analysts
- Receive consistent competitor and market data without manual page checks.
- Operations and catalogue managers
- Enrich product records faster, with human review before publication.
- Research and insight teams
- Collect structured public data in JSON for analysis with less effort.
- IT and data governance leads
- Keep API key access controlled, logged and limited to approved sources.
Security and control
- Access is limited to the sites and actions you approve, using least-privilege settings.
- Your Scrape do API key is held in a managed secrets store and is never placed in prompts or shared documents.
- People approve consequential actions, such as large jobs or any step that writes to your systems.
- Audit logs record each request and result, so you can review what was collected and why.
- We agree with you which sources are in scope, and you remain responsible for complying with website terms and applicable law.
For teams in the US, UK, India and the Middle East
Organisations in the United States and the United Kingdom can host the Claude workflows in their chosen region, and data handling follows their existing policies. In India, workflows can be designed to meet the Digital Personal Data Protection Act, 2023. For businesses in the Middle East, including the UAE and Saudi Arabia, we align with local data protection laws and can host Claude in a suitable region. Hosting location is selected to meet your specific requirements.
Learn more about Claude and MCP
Anthropic's AI model and assistant.
Secure links between Claude and business tools.
How engineers build and change software with Claude.
Hosted agents that run multi-step work.
The open standard Claude uses to connect to tools.
Frequently asked questions
What does the Scrape do MCP server do?
The MCP server gives Claude a secure way to use Scrape do. Once connected, Claude can request web pages, choose extraction options such as headless rendering, and return the results in JSON or HTML. The server acts as a standard connection, so the same permissions and controls apply each time Claude uses the tool.
Is it secure to connect Scrape do to Claude?
Yes, when it is set up properly. We use your API key from a managed secrets store, limit access to approved capabilities, and log every request. People approve consequential actions, and you can revoke the key at any time. Security depends on the configuration, so we review it with your IT team before launch.
What can Claude do with Scrape do once connected?
Claude can typically retrieve web pages, handle proxy and session options, extract structured fields, and summarise or compare results. It can then pass the output to tools such as Microsoft 365 or your CRM. The exact actions available depend on your Scrape do account and the permissions you grant.
How long does setup take?
A simple single-source workflow can often be launched within a few weeks, including testing and training. More complex multi-system workflows take longer. The free automation audit gives you a realistic timeline based on your sources, systems and approval requirements.
Which plan or permissions do I need?
You need an active Scrape do account with an API key that allows the requests you intend to make. The level of access depends on your plan and the features it includes, so check your account settings. We help confirm that your key and permissions cover the planned workflow during the audit.