apify/actors-mcp-server

Overview

Apify Actors MCP Server provides a Model Context Protocol interface for AI agents to access thousands of pre-built scrapers and automation tools from the Apify Store. Agents use the server to trigger data extraction from social media, search engines, maps, e-commerce sites, and other web sources via standardized tool calls.

Best for

Best for
Developers building AI agents that need structured web data extraction from many sources

Use cases

• Extract data from social media platforms for analysis
• Monitor search engine results or e-commerce pricing
• Scrape structured content from any website via ready-made actors

Notes

Apify Actors MCP Server provides a Model Context Protocol interface for AI agents to access thousands of pre-built scrapers and automation tools from the Apify Store. Agents use the server to trigger data extraction from social media, search engines, maps, e-commerce sites, and other web sources via standardized tool calls.

1,295 stars on GitHub. Last updated 2026-06-01. Licensed MIT.

Use cases

• Extract data from social media platforms for analysis
• Monitor search engine results or e-commerce pricing
• Scrape structured content from any website via ready-made actors

Pros

• Massive library of ready-to-use scrapers and automators
• Open-source TypeScript implementation with MCP integration
• Leverages proven Apify infrastructure for reliable extraction

Cons

• Requires an Apify account and credits for most actors
• Rate limits and costs depend on Apify’s pricing tiers
• Limited to actors available in the Apify Store

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.