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Apify MCP Server

Open the Apify Store of 7,000+ scrapers and Actors to AI agents over MCP.

Hand-reviewed by the Toolglade team·Updated Aug 2026
mcp#mcp#web-scraping#data-extraction#actors
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Free plan Claimed API Self-hosted Teams
Toolglade’s take

The Apify MCP Server is the cleanest way to give an agent serious web-scraping and data-extraction muscle: dynamic discovery of thousands of Actors, add-as-a-tool mid-conversation, and one API key for the whole Store. It's genuinely powerful for research and data agents. Caveats: costs accrue through Actor usage (compute units), not the free server itself, so heavy runs add up; scraping raises legal/ToS considerations for target sites; and, as everywhere in MCP, transport and features shift (SSE was dropped in April 2026). Verify Actor pricing on Apify.

About Apify MCP Server

The Apify MCP Server exposes the Apify Store's 7,000+ Actors to AI agents over MCP, letting them search, add Actors as tools mid-conversation, run them, and retrieve results. It handles web scraping, crawling, and automation across social media, search, maps, and any website. The server is open source; you pay for Actor usage on Apify's platform.

The Apify MCP Server turns Apify's cloud platform into a tool layer for AI agents. Clients can search the Apify Store, read an Actor's input schema, add it as a tool mid-conversation, run it, and retrieve results, all through MCP. This exposes thousands of ready-made scrapers, crawlers, and automation tools (for example a RAG web browser Actor) plus access to storages and run management, with a single Apify API key unlocking 7,000+ Actors and MCP servers. Apify aligned the server with the current MCP specification, moving to streamable HTTP and removing older SSE transport on April 1, 2026. The server itself is open source, while you pay for underlying Actor usage through Apify's platform, which offers a free monthly credit allowance and pay-as-you-go pricing. It is a strong fit for agents that need web data extraction and automation at scale.

TL;DR

The Apify MCP Server exposes 7,000+ Apify Actors to agents over MCP for web scraping and automation; the server is free/open source while Actor usage is billed.

Company overview

Apify is a web scraping and automation platform whose Store hosts thousands of ready-made Actors. Its MCP server brings that library to AI agents.

Apify targets developers and data teams needing reliable web data extraction and automation, now increasingly through agentic clients.

Product features

The MCP server lets agents search the Store, inspect Actor schemas, add Actors as tools dynamically, run them, and retrieve results and storages, all with one API key.

It aligns with the current MCP streamable-HTTP spec, is open source and self-hostable, and covers scraping across social media, search, maps, and general websites.

Target market

Developers and data teams building research, RAG, and automation agents that need robust web data extraction.

Buyer personas

End users

Developers building data and research agents.

Buyers

Data engineering and product leads needing web extraction.

Key influencers

Scraping and RAG communities.

Ideal customer profile

A team building agents that require large-scale, reliable web data extraction and prefer prebuilt Actors over maintaining scrapers.

Funding & performance

Apify is a venture-backed company; verify current funding and corporate details as needed.

Pros & cons

Pros

  • One API key unlocks 7,000+ Actors
  • Dynamic discovery: add Actors as tools mid-conversation
  • Strong web scraping and extraction capabilities
  • Open-source server, self-hostable
  • Aligned with current MCP streamable-HTTP spec
  • Free monthly credit allowance to start

Cons

  • Actor usage (compute units) accrues real cost
  • Heavy scraping runs can get expensive
  • Scraping raises legal/ToS considerations
  • Transport/features change (SSE removed April 2026)
  • Best value requires understanding Apify's pricing model

Pricing plans

Free
$0
  • Open-source MCP server
  • Monthly platform credit allowance
  • Access to 7,000+ Actors
  • Pay-as-you-go beyond credits
Paid (Usage/Subscription)
Usage-based
  • Higher usage and compute
  • Subscription tiers available
  • Team features
  • Verify Actor pricing with vendor

Key features

API
Team collaboration
Self-hosted
Multi-language
Integrations
Apify Store Actors, Claude, Cursor, LangChain
Input types
text
Output types
text, structured-data
Best For
Web data extraction for agents, Running Apify Actors as tools

Compare key features

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Feature
Apify MCP Server
Browse AI
Apify
Pricing
Freemium
Freemium
Freemium
Free plan
Yes
Yes
Yes
Free trial
No
No
Yes
API
Yes
Yes
Yes
Self-hosted
Yes
No
No
Team support
Yes
Yes
Yes

Frequently asked questions

Is the Apify MCP Server free?+

The server is open source and free, but you pay for the Actors it runs through Apify's platform usage.

How many tools does it expose?+

A single API key unlocks 7,000+ Actors and MCP servers from the Apify Store.

Can agents add tools dynamically?+

Yes. Clients can search the Store, read an Actor's schema, and add it as a tool mid-conversation, then run it.

Does it still support SSE transport?+

No. SSE was removed on April 1, 2026; the server now uses streamable HTTP per the current MCP spec.

Can I self-host it?+

Yes. The server is open source and can be self-hosted, or you can use the hosted endpoint at mcp.apify.com.

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