Firecrawl is live · free plan, paid from $16/mo billed annually · last verified 24 Oct 2026 · viability healthy
Firecrawl
Firecrawl is a web data API that scrapes, searches, and interacts with any page or PDF to feed LLM-ready Markdown and JSON into AI agents.
A safe default for agent and RAG pipelines that need fresh web content, with a dated 96% coverage benchmark to back the claim rather than vibes. The cost is metering: one shared credit balance across scrape, search, interact, and monitor, so a chatty agent burns through Standard's 100,000 credits fast. Apify or self-hosted Crawl4AI is cheaper if you scrape a few hundred pages a month.
Verdict generatedVerified 6d ago · liveness 89/100 · cite: rightaichoice.com/tools/firecrawl
- AI agent teams that need to search, read, and act on live pages through one API
- RAG and chatbot teams grounding answers in current web content
- Coding agents running semantic search over READMEs, docs, issues, and OpenAPI specs
- Deep research spanning papers, funding data, news, and government sources
- One-off static page fetches where a plain cURL request is faster and free
- Workloads that depend on residential proxy rotation or heavy anti-bot evasion
- Agent swarms needing many concurrent browsers on Free, Hobby, or Standard
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Skip Firecrawl if you just need to fetch one static page (cURL is free) or your workload depends on residential proxy rotation and heavy anti-bot evasion.
Monitor's deterministic-extraction engine bills a flat 7 credits per page per check, so a 50-page weekly watch burns 350 credits a week before you've scraped anything else
Standard at $83/mo billed annually (100,000 credits) fits a small engineering team running production RAG; Scale at $599/mo billed annually (1,000,000 credits, credit rollover, self-serve checkout) fits a funded agent startup. At the low end Hobby ($16/mo billed annually, $19/mo billed monthly) competes with Apify's entry tiers on price per page. Above Scale you're into Enterprise custom credits and a sales contract.
In short
Firecrawl — Firecrawl is a web data API that scrapes, searches, and interacts with any page or PDF to feed LLM-ready Markdown and JSON into AI agents. Best for AI agent teams that need to search, read, and act on live pages through one API, RAG and chatbot teams grounding answers in current web content, Coding agents running semantic search over READMEs, docs, issues, and OpenAPI specs. Free to start; paid plans from $16/mo billed annually.
What is Firecrawl?
Firecrawl — Firecrawl is a web data API that scrapes, searches, and interacts with any page or PDF to feed LLM-ready Markdown and JSON into AI agents. Best for AI agent teams that need to search, read, and act on live pages through one API, RAG and chatbot teams grounding answers in current web content, Coding agents running semantic search over READMEs, docs, issues, and OpenAPI specs. Free to start; paid plans from $16/mo billed annually.
Firecrawl is a web data API built for the people who wire content into language models: agent builders, RAG engineers, and research teams who need live pages rather than a stale snapshot. A single /scrape call returns Markdown, structured JSON, HTML, or a screenshot with navigation, footers, and ads stripped. /search returns full page content alongside query-matched results, /interact lets an agent click, type, scroll, and navigate a rendered page by prompt or code, and /crawl and /map walk an entire site in one job. Universal Scrape, shipped October 8, 2026, extends /scrape past the web page: PDFs, images, Word documents, spreadsheets, and presentations all come back through the same endpoint. That same release routes supported profile URLs to Alexandria enrichment providers i.e. Apollo, FullEnrich, and Data Legion. Alexandria itself, launched September 22, 2026 alongside a $75M Series B, bundles licensed third-party sources: Fireround's hourly-refreshed funding rounds (October 15), the Marketing Data Pack with Similarweb, Oriane, Firecrawl Trends, Particle, Icons Computer and Wayback Machine (October 13), and fantasy sports data (October 6), all callable from ChatGPT and Claude. The performance numbers carry a date. Firecrawl reports 96% coverage on its 1,000-URL firecrawl/scrape-content-dataset-v1 benchmark run January 13, 2026, versus 79% for Puppeteer and 75% for cURL, with P95 latency of 3,387 ms and a measured 93% cut in input tokens against raw page context. The repo is open source at firecrawl/firecrawl (194.7K stars), SDKs cover Python, Node.js, Go, Ruby, PHP, .NET, Rust, Java, and Elixir, and `npx -y firecrawl-cli@latest init --all` wires Cursor, Claude Code, and Windsurf to the tools in one command. An October 19 partnership adds keyless MCP access for Gemini and ADK agents through Google Cloud. The audience is anyone who would otherwise maintain a scraper fleet. Competitors like Apify or self-hosted Crawl4AI can undercut it at low volume; what
Key features
- Scrape any URL into Markdown, HTML, structured JSON, or a screenshot
- Universal Scrape: read PDFs, images, Word docs, spreadsheets, presentations by URL
- Web search returning full page content alongside query-matched results
- Interact: click, type, scroll, wait, press, screenshot, and navigate a page by prompt or code
- Live view URL to watch an Interact browser session in real time
- Crawl entire sites and map all discoverable URLs in one job
- Monitor pages or the web for changes with webhook or email alerts
- Autonomous Agent with 5 free daily runs
- Smart wait that detects when JavaScript content finishes loading
- Enhanced mode for harder-to-reach pages and broader web coverage
- MCP server plus CLI and skills onboarding for Cursor, Claude Code, and Windsurf
- SDKs for Python, Node.js, Go, Ruby, PHP, .NET, Rust, Java, and Elixir
- Alexandria licensed data: Fireround funding rounds, Marketing Data Pack, people enrichment
- Keyless Firecrawl MCP through Google Cloud for Gemini and ADK agents
- Playground for testing scrape, search, and interact calls in the browser
Behind the verdict
Pick Firecrawl when the web is a dependency your product can't drop. If your agent needs to search, open a page, click through a flow, and hand back clean Markdown, you're describing this API almost exactly. We'd reach for it on RAG chatbots that must answer from today's pages, coding agents crawling READMEs and OpenAPI specs, and research agents spanning papers, funding rounds, and news. Pass on it for one-off fetches. A single static page is a cURL call, and paying credits for the privilege is silly. The same applies if your targets require residential proxy rotation or serious anti-bot evasion, or if you're running many concurrent browser sessions on Free, Hobby, or Standard (2, 5, and 25 concurrent browsers respectively). The credit model is where budgets get surprised. A basic scrape is 1 credit per page, Search is 2 credits per 10 results, and Interact bills 2 credits per browser minute. JSON, Question, and Highlight formats on Scrape and Crawl add 4 credits per page, and Monitor's deterministic-extraction engine charges a flat 7 credits per page per check. Standard's 100,000 credits sounds generous until you're running hourly monitors. Compare against Apify if you want an actor marketplace and are comfortable assembling the pipeline yourself, or self-hosted Crawl4AI if engineering time is cheap and you already own proxies. Firecrawl wins when you'd otherwise be on the hook for a scraper fleet. Publishing an actual dataset with the benchmark date earns some trust here, though it is still firecrawl/scrape-content-dataset-v1 judged by the vendor. Watch the annual-billing framing. Headline prices like Standard at $83/month assume yearly prepay; monthly it's $99, and Growth is $399 against $333, Scale $749 against $599, Hobby $19 against $16. Scale checks out
Models under the hood
as of 2026-10-22
Limitations
- Firecrawl runs against the live web, so results vary with site complexity and anti-bot measures.
- Credit consumption is endpoint-specific and not uniform: a basic scrape, crawl, or map page costs 1 credit, Search costs 2 credits per 10 results, Interact costs 2 credits per browser minute, and Monitor's deterministic-extraction engine bills 7 credits per page per check.
- On Scrape and Crawl the JSON, Question, and Highlight formats each add 4 credits per page, so structured output costs multiples of a plain Markdown fetch.
- A page returning 403 or 404 is still returned to you and costs 1 credit; only a scrape that returns no result is uncharged.
- Credits are one pool shared across all endpoints.
- SSO and SCIM provisioning are Enterprise-only.
- Developer Index and Research Index results come from curated corpora, not a live crawl, so they cover code artifacts and scientific literature rather than arbitrary sites.
as of 2026-10-19
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Is Firecrawl still active?
Firecrawl is live · free plan, paid from $16/mo billed annually · last verified 24 Oct 2026 · viability healthy.
Viability score
How well maintained and how widely used is Firecrawl? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: October 2026
How we score →What's new in Firecrawl
Checked 10 days agoAcross the latest 5 updates: 4 feature updates and 1 launch.
Firecrawl for Google Cloud
Firecrawl partners with Google Cloud so Gemini and ADK agents can reach the live web and 100+ Alexandria providers, buy via Google Cloud Marketplace, and start keyless through the hosted MCP server.
Introducing Fireround
A new company funding data provider built by Firecrawl, refreshed hourly, covering $10B+ in weekly deals and 8,000+ investors, usable in ChatGPT and Claude through Alexandria.
Introducing the Marketing Data Pack in Alexandria
Bundles Similarweb, Oriane, Firecrawl Trends, Particle, Icons Computer and Wayback Machine into one Firecrawl connection for competitor traffic, search trends and visual references.
Introducing Universal Scrape
/scrape now reads web pages, PDFs, images, Word documents, spreadsheets and presentations by URL, and routes supported profile URLs to Alexandria enrichment providers from the same endpoint.
Fantasy sports data is live in Alexandria
Alexandria adds fantasy football rankings, projections, betting odds and news so agents in ChatGPT or Claude can research lineup decisions.
What do users say about Firecrawl?
What people actually say about Firecrawl — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
Researched62 mentions across 6 sources (Hacker News, YouTube, Product Hunt, Stack Overflow, GitHub, Lemmy) · researched Aug 5, 2026.
Average across the 6 sources that answered — each source counts once, not each post.
- +Token-efficient output: 93% fewer input tokens, ideal for AI cost control
- +Excellent MCP integration ecosystem: works with Claude, Cursor, Windsurf, more
- +Fast feature shipping: Research Index, /monitor, Lockdown Mode released quickly
- +Clean markdown/JSON output is LLM-ready and easy to parse
- +Generous free tier: 1,000 credits/month without an account
- −Search credits cost 2 per 10 results, driving up bills for research agents
- −SDK breaking changes between versions cause import errors and rework
- −No native search index, relying on third-party providers for crawl coverage
- −Self-hosted alternatives (Draco, FastCRW) can be more cost-effective at scale
- −Cloudflare and complex JS pages still pose scraping reliability issues
- • Search credits cost 2x per 10 results, quickly draining the free tier
- • Interact credits cost 2 per browser minute, adding up for complex automation
- • Yearly billing is required for the advertised monthly prices; monthly is higher
How we verified this
Every listed fact about Firecrawl— pricing, features, links, status — is re-read from the vendor's own pages by our verification pipeline and each change is logged with a date; the last pass ran on 24 Oct 2026. Pages mix model-assisted synthesis with human review; see how we verify.
Verification history
We have re-verified Firecrawl 23 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — changed who should skip it, pricing tiers, features, description, summary, integrations, our verdict
- — changed pricing page
- — changed our verdict, features, who should skip it, limitations, description, switching in, switching out, summary, setup time, pricing fit, use cases, pricing tiers, hidden costs, integrations
- — changed pricing tiers, summary, description, features, who it suits, who should skip it, our verdict, integrations
- — changed pricing page
- — changed pricing tiers, integrations, summary, who it suits, our verdict, features, description, who should skip it
Showing the 6 most recent of 23 verification passes.
Free to cite with attribution — this page re-verifies continuously.
How much does Firecrawl cost in 2026?
Firecrawl: Free to start; paid plans from $16/mo billed annually. Pricing last verified 24 Oct 2026.
Plans compared
Every published Firecrawl tier, its price as the vendor publishes it, who it fits, and what it adds over the tier below. The 12-month cost projection follows.
| Plan | Price | Billing | Who it's for |
|---|---|---|---|
| Free | Free | — | A developer testing whether Firecrawl handles a specific target site before committing a budgetAdds: Free entry point: 1,000 credits per month, 2 concurrent browsers, no credit card required |
| Hobby | $16/mo billed annuallyVendor: “$19/mo monthly, $16/mo billed annually” | monthly, billed annually | A solo developer or side project scraping a few thousand pages a monthAdds: Adds 5,000 credits/month, 5 concurrent browsers, and 100/min on scrape, map and search versus 10/min on Free |
| Standard | $83/mo billed annuallyVendor: “$99/mo monthly, $83/mo billed annually” | monthly, billed annually | A small engineering team running a production RAG or chatbot pipeline that needs steady throughputAdds: Jumps to 100,000 credits/month and 25 concurrent browsers, with 500/min on scrape, map and search |
| Growth | $333/mo billed annuallyVendor: “$399/mo monthly, $333/mo billed annually” | monthly, billed annually | A team with a high-volume crawl pipeline that needs priority support and a shared Slack channelAdds: 500,000 credits/month and 50 concurrent browsers, plus priority support with a shared Slack channel |
| Scale | $599/mo billed annuallyVendor: “$749/mo monthly, $599/mo billed annually” | monthly, billed annually | A funded agent startup running million-page crawls who wants to buy without a sales callAdds: 1,000,000 credits/month, 100 concurrent browsers and one month of credit rollover, with self-serve checkout |
| Enterprise | Custom | quote | A regulated or large organization that needs SSO, SCIM, and a signed SLA before it can buyAdds: Custom credits and concurrency, SSO (SAML or OIDC), SCIM provisioning, zero data retention and invoiced billing |
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Where the pricing makes sense
The company stage and team size where Firecrawl's pricing actually pencils out — and where peers do it cheaper.
Standard at $83/mo billed annually (100,000 credits) fits a small engineering team running production RAG; Scale at $599/mo billed annually (1,000,000 credits, credit rollover, self-serve checkout) fits a funded agent startup. At the low end Hobby ($16/mo billed annually, $19/mo billed monthly) competes with Apify's entry tiers on price per page. Above Scale you're into Enterprise custom credits and a sales contract.
Has Firecrawl's pricing changed?
No plan price for Firecrawl has moved since we began logging in Aug 2026; the pricing page is re-read on every verification pass.
Who should pick Firecrawl?
Pick Firecrawl if you are AI agent teams that need to search, read, and act on live pages through one API, RAG and chatbot teams grounding answers in current web content, Coding agents running semantic search over READMEs, docs, issues, and OpenAPI specs, Deep research spanning papers, funding data, news, and government sources.
Look elsewhere if you are One-off static page fetches where a plain cURL request is faster and free, Workloads that depend on residential proxy rotation or heavy anti-bot evasion, Agent swarms needing many concurrent browsers on Free, Hobby, or Standard, Teams that need SSO, SCIM, or multi-team orgs without buying Enterprise.
Skip it if Skip Firecrawl if you just need to fetch one static page (cURL is free) or your workload depends on residential proxy rotation and heavy anti-bot evasion.
GeneratedReal-world workflow fit
Concrete scenarios for the personas Firecrawl actually fits — and what changes day-one when you adopt it.
Point /crawl at the product's 400-page documentation site on release day, get clean Markdown per page, and re-embed into Pinecone
Outcome: Docs stay current in the chatbot without a scheduled scraper to babysit, at 1 credit per page
Run `npx -y firecrawl-cli@latest init --all --browser` once, then ask Cursor to read a competitor's changelog before writing a feature
Outcome: The agent can scrape on demand through MCP, grounded in the live page rather than a stale snapshot
Set up /monitor on 30 competitor pricing pages with webhook alerts to Slack
Outcome: A price change lands in the channel the same day, at 7 credits per page per check
Use cases
- Ingest an entire documentation site into a vector store with one Crawl job
- Add a paste-a-URL summarizer to your product using the Scrape endpoint
- Run a daily competitive-intel pass over 50 competitor sites and diff the Markdown
- Wire Firecrawl into Cursor or Claude Code via MCP and let your assistant scrape on demand
- Feed a PDF contract through /scrape and get structured JSON for a RAG pipeline
- Ask a question of a blog post and get a grounded answer in one call
- Query the Developer Index so a coding agent reads the actual issue, PR, or OpenAPI spec
- Monitor competitor pricing pages and receive a webhook the moment something changes
Setup time & first value
How long it actually takes to get something useful out of Firecrawl — broken out by persona, not the marketing-page minute.
A first scrape with cURL needs no account and no API key — under five minutes to clean Markdown. Wiring an MCP client via `npx -y firecrawl-cli@latest init --all` and authenticating in the browser takes about ten minutes. A production crawl pipeline with SDK installs, rate-limit tuning, and webhook handling is a day of engineering.
Switching to or from Firecrawl
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From a self-hosted Puppeteer stack: swap your render step for a single /scrape call and drop proxy maintenance — the vendor cites 96% coverage versus 79% for Puppeteer
- →From a home-grown Crawl4AI plus proxy setup: replace the crawl loop with /crawl and keep your existing vector-store ingestion downstream
- →From Firecrawl v1 API keys: move to the v2 endpoints (/v2/scrape, /v2/search) and confirm your SDK version supports the new response shape
- ↗To a self-hosted option: Firecrawl is open source under firecrawl/firecrawl, so you can run the same codebase on your own infrastructure instead of migrating entirely
- ↗To a specialist anti-bot provider: keep Firecrawl for Markdown extraction and route only the blocked URLs to a residential-proxy service
Integrations
Resources & guides
- Resourcedocs.firecrawl.dev
Introduction
Search the web, scrape any page, and interact with it — all through one API.
- Resourcedocs.firecrawl.dev
Introduction
Search the web, scrape any page, and interact with it — all through one API.
- Resourcedocs.firecrawl.dev
Llms
Helpful link from docs.firecrawl.dev
- Resourcefirecrawl.dev
SKILL
Helpful link from firecrawl.dev
- Documentationfirecrawl.dev
Introduction
Search the web, scrape any page, and interact with it — all through one API.
- Resourcefirecrawl.dev
Search, Scrape, and Clean the Web for AI Agents
The web context API for AI agents. Search, scrape, parse, and interact with the live web — turn any source into clean Markdown or structured data your agents can ship with.
- Resourcefirecrawl.dev
Search, Scrape, and Clean the Web for AI Agents
The web context API for AI agents. Search, scrape, parse, and interact with the live web — turn any source into clean Markdown or structured data your agents can ship with.
- Resourcefirecrawl.dev
Search, Scrape, and Clean the Web for AI Agents
The web context API for AI agents. Search, scrape, parse, and interact with the live web — turn any source into clean Markdown or structured data your agents can ship with.
Tutorials & Learning
YouTube returned 6 videos for “Firecrawl”, and we withheld 6: 6 could not be judged, because “Firecrawl” is a single word that other videos use for other things. We are showing none, because we could not prove any of them are about Firecrawl.
Official links
What are the best Firecrawl alternatives?
The closest alternatives to Firecrawl we list are Pline, AnyCrawler and Mixedbread AI. Ranked by direct product-type match, not category overlap.
| Alternative | Pricing | Starts at | Last verified |
|---|---|---|---|
| Pline | Freemium | Pricing not published | — |
| AnyCrawler | Freemium | Pricing not published | — |
| Mixedbread AI | Freemium | Pricing not published | — |
Alternatives to Firecrawl
View all
Pline
Pline is a web scraping API for AI agents that turns blocked, captcha-heavy pages into clean, model-ready markdown or schema JSON at $12/mo.
AnyCrawler
AnyCrawler is a web scraping API that returns AI-ready Markdown for agents and RAG pipelines.
Mixedbread AI
Hosted retrieval API that returns cited evidence — file, page and passage — to AI agents instead of raw search hits
Tools that pair well with Firecrawl
Common stack mates teams adopt alongside Firecrawl, with the specific reason each pairing earns its keep.
Pline
Pline is a web scraping API for AI agents that turns blocked, captcha-heavy pages into clean, model-ready markdown or schema JSON at $12/mo.
AnyCrawler
AnyCrawler is a web scraping API that returns AI-ready Markdown for agents and RAG pipelines.
Mixedbread AI
Hosted retrieval API that returns cited evidence — file, page and passage — to AI agents instead of raw search hits
Firecrawl vs its closest rival
Firecrawl's closest head-to-head is with Exa.
Our Firecrawl vs Exa verdict written May 12, 2026 is more than 90 days old, so it is being re-reviewed against current data and is not shown.
Frequently asked questions
Used Firecrawl? Help shape our editorial sentiment research.