actors
Enables AI assistants to invoke thousands of Apify crawlers for data extraction.
Install & Use
Copy this prompt and send it to your AI assistant (Claude / Cursor / TRAE / Codex / WorkBuddy etc.) to auto-install:
Help me install this AI Skill: actors. It is used for: Enables AI assistants to invoke thousands of Apify crawlers for data extraction. Full Skill content: https://321skill.com/skills/actors/raw/index.md Read that page and install it.
The prompt includes a link to the full Skill content. You can also view the full content.
This Skill addresses the pain point where AI assistants cannot directly scrape web data. In practical development, when AI assistants need to access public data from social media platforms, e-commerce sites, search engines, etc., they often lack stable and reliable scraping tools. Developers are forced to write custom crawler code or integrate cumbersome APIs, leading to inefficiency.
Usage is straightforward: simply configure your MCP client (e.g., Claude Code, Cursor, VS Code) with the server address https://mcp.apify.com (hosted version) or run npx @apify/actors-mcp-server locally. You can then use natural language instructions to have your AI assistant invoke thousands of pre-built Actors (crawlers/automation tools) from the Apify Store. Examples include: "Scrape data from the Weibo hot search list," "Analyze sentiment of Amazon product reviews," or "Search for store information on Google Maps."
It is ideal for teams or individuals who frequently need to extract web data. This is especially useful for developers already using AI coding assistants (like Claude or Cursor), data analysts, social media managers, and e-commerce operators, enabling them to perform data collection and analysis with zero code. It's particularly practical for scenarios requiring rapid validation of market hypotheses, monitoring competitor activities, or batch collection of research data.
We recommend using the hosted version (https://mcp.apify.com) first, as it supports the latest features like OAuth passwordless connections and output schema inference. Running locally requires a Node.js 18+ environment and configuration of an Apify API token, and some advanced Actors require payment. Please note that this tool is primarily intended for scraping public data; ensure compliance with the target website's robots.txt and relevant laws and regulations.
Key Features
Unlike general-purpose browser automation tools such as the Browserbase MCP server, the Apify MCP Server provides direct access to thousands of pre-built Actors (e.g., Weibo crawlers, Amazon review scrapers, Google Maps data extractors). It eliminates the need to manually write crawler logic or configure browser environments, offering an out-of-the-box solution.
Limitations
Requires a Node.js 18+ environment for local operation; the hosted version requires an internet connection. Some Actors require paid credits on the Apify platform. Not suitable for scenarios requiring login simulation or handling complex anti-bot mechanisms.
FAQ
How can I use Apify MCP without configuration?
Simply configure the server URL in your MCP client as `https://mcp.apify.com` and authorize via OAuth. No manual API key setup is required.
Does it support custom crawlers?
Yes. You can create your own Actors in the Apify Store or use existing Actors with custom parameters. The MCP Server will adapt automatically.
Installation guide for AI assistants
If your AI coding assistant (Claude Code, Cursor, TRAE etc.) can see this page, send it this message to auto-install:
Visit https://321skill.com/skills/actors/raw/index.md to read the original Skill definition (Markdown format) for actors, and install it according to the instructions.
Raw Markdown URL for AI: /skills/actors/raw/index.md