What it is
The Apify platform as MCP tools. Actors are searched, inspected for their input schema, called, and their runs and outputs read — with the Apify and Crawlee documentation searchable from the same server. Twelve tools load by default and twenty-five exist, selectable by category or by name.
Requirements
The hosted server at https://mcp.apify.com/ with an Apify API token sent as a Bearer token in the Authorization header, or npx @apify/actors-mcp-server locally. Which tools load is set by tools= — as a query parameter on the hosted URL or a --tools flag on the CLI — and specifying it replaces the defaults rather than extending them; tools=apify/my-actor exposes exactly one Actor and nothing else. An autonomous agent with no Apify account can pay per run instead: AGI issues a prepaid, spend-capped token, direct x402 signs USDC on Base and refunds the unused balance after 60 minutes idle, and Skyfire uses a PAY token of at least $5.00. Discovery calls are free under all of them. A payment-only session cannot use the API-read resources, which still need a token.
Setup effort
One command plus a key — npx @apify/actors-mcp-server, then supply credentials