Apify Actors MCP Server

by Apify

Web scraping is the part of agent-building everyone hates. You write a scraper, a site changes its markup, and your agent goes blind. The Apify Actors MCP server hands that problem to someone else. It is a Model Context Protocol (MCP) server that exposes thousands of ready-made scrapers, crawlers, and automation tools from the Apify Store directly to your AI agent, so Claude or any MCP client can pull data from social media, search engines, maps, and e-commerce sites without you writing or maintaining a single scraper.The official server, published by Apify, sits at roughly 1,300 GitHub stars and is written in TypeScript. It was last updated in early June 2026 and is actively maintained. Once connected, your agent can discover an Apify Actor for a given site, run it, and stream the structured results back into the conversation — turning "go research what people are saying about X on Instagram" into an actual executable workflow instead of a hallucinated guess.What makes the June 2026 version stand out is agentic payments. The server has support for pay-per-use scraping where the agent itself can authorize spend, with agentic payment rails baked in. That closes the loop on a fully autonomous agent: it finds the right tool, runs it, pays for the run, and returns the data, all without a human clicking buy.Setup is the standard MCP flow — add the server to your Claude Desktop or Claude Code config with your Apify API token, and the Actors become available as tools. Because it rides on the open Model Context Protocol, the same server works across any MCP-compatible client, not just Anthropic's.

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