Alternatives and head-to-heads
Apify MCP server vs Firecrawl MCP: Actors or one crawl API
Apify's MCP server turns Actors into tools; Firecrawl MCP exposes one crawl platform. Transport, tool surface, pricing shape and failure cost, checked 2026-10-27.
Published
This article was drafted with AI assistance from the sources listed below and edited and published by Teneo Labs. Disclosure: this site is run by Teneo Labs, the company behind Live Web Data API, which this article mentions.
| Criterion | Apify MCP | Firecrawl MCP |
|---|---|---|
| Transport | Hosted HTTP at mcp.apify.com, or stdio | stdio, local HTTP, hosted URL |
| Auth | OAuth or bearer token | API key; OAuth for hosted use |
| Tool surface | Default set plus added Actors | 25+ in the full profile |
| Pricing shape | Per Actor: per event or per usage | Credits per request |
| License (MCP server) | MIT | MIT; core AGPL-3.0 |
Apify and Firecrawl are both crawl platforms with hosted MCP endpoints, so they often end up on the same shortlist. The difference is the model behind the tools. Apify's MCP server turns Actors, ready-made scrapers and automations from its store, into tools. Firecrawl's MCP server exposes one general crawl API. Rows below are from each project's docs, checked on 2026-10-27.
Transport and auth
Apify's server runs hosted over Streamable HTTP at mcp.apify.com, or locally over stdio via npx, with OAuth or a bearer token. Some Actors are only available through the hosted server. Firecrawl's server runs over stdio, as a local Streamable HTTP server or at a hosted URL, with an API key and an OAuth endpoint for hosted use.
Tool surface
This is where they differ in practice. Apify starts with a default set of tools and grows with every Actor you add; its tools parameter narrows the list to what the job needs. Firecrawl's full profile lists more than 25 tools for scraping, mapping, crawling, search, interaction, agents and monitors. On both, fewer registered tools means less context spent before the first page is read.
Pricing shape and failed calls
Apify Actors each carry their own pricing model. Apify's docs describe pay per event, where the Actor's author defines billable events, and pay per usage, where you pay for the platform resources a run uses; pay-per-event Actors let you set a maximum charge per run. Firecrawl bills credits per request, with extra credits for some features, and charges one credit for a page that returns an error status such as 403 or 404. The pricing models guide walks through estimating a month under each.
Which one fits
Choose Apify when a specific Actor already solves your job and you want to pay for its events. Choose Firecrawl when you want one general API for scrape, map and crawl. If you are moving away from Firecrawl for another reason, the Firecrawl MCP alternatives guide sorts the options by reason, and the rubric guide has all ten rows for both servers.
Sources
- Apify MCP server README (GitHub) (Documentation)
- firecrawl-mcp-server README (GitHub) (Documentation)
- Apify docs: Actors in Store and pricing models (Documentation)