Firecrawl MCP alternatives, sorted by why you are switching

Firecrawl's MCP server is one of the most capable scraping servers available: scrape, map, crawl, search, browser interaction, agents and monitors, behind one hosted URL or a local process. That breadth is also why people look for a Firecrawl MCP alternative. The right replacement depends entirely on why you are leaving, so this guide is organized by reason, not by brand. All rows were checked against each project's docs on 2026-10-27.

Why people switch

Four reasons cover nearly every switching question:

1. The pricing shape does not match the workload. Firecrawl bills in credits per request, with different costs per endpoint. Its pricing page also states that a page returning an error status such as 403 or 404 is still returned and costs one credit.
2. You want to run it yourself. Policy, data residency or cost pushes you to self-host.
3. The tool surface is bigger than the job. The README lists a full profile of more than 25 tools. If your agent only reads known pages, most of those tools go unused, and in a client that loads tools upfront their descriptions still take context.
4. You need a real browser. Firecrawl has interact tools, but some jobs are interaction from start to finish.

Alternatives by reason

Different pricing shape

Apify's MCP server turns Actors into tools. Actors on Apify use their own pricing models, such as pay per event or pay per usage, set per Actor. That fits teams that want a specific ready-made Actor more than a general crawler. A single-page content API is the other option: it charges per page read and, in Live Web Data API's case, nothing for failed requests. Read the pricing models guide before deciding, because the cheapest shape depends on your failure rate and page count.

Run it yourself

The smallest change is to keep Firecrawl MCP and point it at your own Firecrawl with FIRECRAWL_API_URL. Note the license: the MCP server is MIT, Firecrawl's core is AGPL-3.0, and the cloud version has features the README does not list for self-hosting. The main open-source alternative is Crawl4AI (Apache-2.0, with an attribution clause), whose Docker server exposes MCP tools including md, crawl and execute_js. The hosted vs self-hosted guide covers the operating work you take on.

Fewer tools in context

If your agent reads public pages whose URLs it already knows, a single-page content API keeps the context small. Jina's remote MCP server has 12 tools but lets you filter them with include_tools and exclude_tools, and caps read_url output with max_tokens. Live Web Data API exposes two tools and a max_characters setting. Neither is a crawler: you lose map, crawl and batch features. Live Web Data API also does not render JavaScript or search.

Clicks and forms

When the job is interaction, use a browser-control server. Playwright MCP (Apache-2.0) drives a browser through accessibility snapshots, and Scrapling's MCP server offers sessions, browser actions and Markdown extraction. Both run on your machine.

Rubric rows side by side

For the full ten-row rubric, see the rubric guide.

If a content API fits

Live Web Data API appears in this comparison under the same rules as the other servers. Its MCP server does not render JavaScript, crawl or search. If your reason to switch is a smaller tool surface for reading public pages, read the MCP docs or see the pricing page. Sign-up is for businesses only. Only Business, Enterprise and Custom sign-ups are reviewed before checkout, usually within 1 business day.