Workflow Automation · Apify MCP + Claude
Apify MCP with Claude: Automate Web Data Collection and Crawling Workflows
The short answer
Claude works with Apify through the Model Context Protocol (MCP), an open standard that acts as a secure adapter between the two. Once connected, Claude can run Apify actors, scrape websites, extract structured datasets and automate browser tasks from natural language instructions, using the access your organisation grants.
What is Apify MCP?
Apify is a web scraping and browser automation platform. It lets teams run ready-made or custom programs, called actors, that visit websites, gather information and return it in structured form. Typical users include market research, e-commerce, operations, data and marketing teams who need current information from the web. Apify MCP is the official MCP server for the platform, so AI tools like Claude can use it directly.
How Claude connects to Apify MCP through MCP
The Model Context Protocol, or MCP, is an open standard that lets Claude use other software securely. Think of it as a universal adapter between Claude and a tool. It defines how Claude asks for information and how it takes actions, so you do not need a custom integration for every system.
Once Apify MCP is connected, Claude can typically list the actors available to your account, start a run with the settings you describe, check progress, and retrieve the resulting datasets. You can ask for a price comparison across several retail sites or a list of new job postings, and Claude handles the steps in between.
Permissions and approvals keep people in charge. Apify MCP connects through DCR OAuth sign-in, so access is granted by your own account and limited to what you allow. We set up least-privilege access, and configure the workflow so that people approve consequential actions, such as large or scheduled runs, before they happen.
What you can automate
Competitor price monitoring
A retail operations team asks Claude to run a scraping actor across competitor product pages each morning. Claude returns a structured dataset of prices and stock levels, flags large changes, and places the file where the pricing team can review it before any decisions are made.
Lead list building for sales
A sales development team needs fresh company information from a directory. Claude runs the relevant actor with agreed filters, extracts names, locations and contact pages, removes duplicates and passes a clean list to the sales team for qualification. Personal data handling follows your policy.
Market research for product teams
A product manager wants to understand how competitors describe a new feature. Claude gathers public product descriptions and reviews from selected sites, groups the themes and produces a summary table. The researcher checks the sources before the findings reach a strategy meeting.
Recruitment market scans
A talent acquisition lead tracks salary ranges and role titles across job boards. Claude collects the postings on a set schedule, organises them by location and seniority, and highlights changes that affect hiring plans.
Content and supplier checks
A compliance or procurement officer checks that supplier or partner websites still show required information, such as certifications or policy statements. Claude runs the crawl, reports missing items and creates a review task for the responsible person.
An end-to-end workflow: Weekly competitor catalogue update
TriggerEvery Monday at 07:00, or when the category manager asks for an update
Claude starts an Apify actor that crawls the agreed competitor category pages.
Claude retrieves the structured dataset of product names, prices and availability.
Claude compares the results with last week's dataset and identifies price changes above the agreed threshold.
Claude writes the changes to the pricing spreadsheet in Microsoft 365 and posts a summary to the team channel.
The category manager approves any price recommendations before they reach the sales system.
OutcomeThe pricing team receives a current, checked view of competitor prices every week, with less manual copying and faster reaction to market moves.
How we set it up
Free automation audit
We review your current research and data collection work and identify the web workflows worth automating, along with the risks to avoid.
Secure connection
We connect Claude to Apify MCP using DCR OAuth sign-in, with least-privilege access tied to the accounts and actors your team is allowed to use.
Workflow design
We design the end-to-end process across Apify and your other systems, such as Microsoft 365, CRM, ERP or ticketing, with approval points for consequential actions.
Testing with real cases
We test the workflow against past examples from your team, check the data quality and adjust the instructions until the output matches what your people expect.
Launch and training
We launch with monitoring and audit logs enabled, then train your team on how to make requests, review results and escalate issues.
Who benefits
- Head of Operations
- Gets regular, structured web data without waiting on manual research cycles.
- Pricing or category manager
- Receives weekly competitor updates with changes highlighted for review.
- Market research lead
- Spends less time collecting sources and more time analysing findings.
- IT or data governance head
- Keeps control of access, approvals and audit trails for automated collection.
Security and control
- Access uses DCR OAuth sign-in, so your organisation controls which accounts and actors Claude can use.
- Least-privilege permissions limit Claude to the actors and datasets each workflow needs.
- People approve scheduled, large or external-facing actions before they take effect.
- Audit logs record what Claude ran, when, and what data it returned.
- Scraping scope is reviewed against website terms and relevant data protection rules before launch.
For teams in the US, UK, India and the Middle East
Organisations in the United States and the United Kingdom can host the Claude workflow in their chosen region to meet internal and regulatory requirements. In India, collection and handling of personal data must follow the Digital Personal Data Protection Act, 2023. Organisations in the UAE and Saudi Arabia must meet local data protection laws, and we select the hosting region with those requirements in mind.
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 Apify MCP server do?
The Apify MCP server is the official connector between AI tools and the Apify platform. It lets an approved AI assistant find available actors, run them with chosen settings, check progress and retrieve the structured data they produce. It works through natural language requests, so your team does not need to write code for each task.
Is Apify MCP secure?
Apify MCP connects using DCR OAuth sign-in, so access is granted through your own account rather than shared passwords. Permissions can be limited to specific actors and tasks, and we add approval steps and audit logs. Security also depends on how the workflow is designed, which is why we review it before launch.
What can Claude do with Apify once connected?
Typically, Claude can list available actors, start runs, monitor their progress, retrieve datasets and summarise or reformat the results. It can also pass the data to other business systems. The exact actions depend on the permissions you grant and the workflow we design together.
How long does setup take?
A simple connection and one workflow can often be set up within a few days. More complex projects, with several sources, approval chains and system links, usually take a few weeks. The free automation audit gives a clearer estimate based on your needs.
Which Apify plan or permissions do I need?
In general, you need an Apify account with permission to run the actors you plan to use, and your administrator must approve the DCR OAuth connection. Requirements for specific plans or usage limits depend on your Apify subscription, so we confirm them during the audit.