Comparison · AI web data APIs

Import.io vs Firecrawl

Firecrawl is a web data API for AI applications that scrapes, crawls and searches the web and returns markdown or structured JSON, with an open-source codebase and credit-based plans. Import.io offers a web data MCP and API for agents, a self-service extraction platform, managed delivery and a pricing intelligence application.

Get an Import.io proposal to compareSee the tables

Published by Import.io. Sources and verification scope are recorded below. Features and terms vary by plan and agreement.

the short answer

Choose Import.io when

  • Your agents need typed records against a schema you define, not just page text for a model to read.
  • You also want scheduled feeds, a fully managed route with QA-gated delivery, or the Aperture pricing application from the same provider.
  • You work with commerce data and need product matching, store-level context and MAP evidence.
when they fit

Consider Firecrawl when

  • You are building an AI application that needs pages as markdown or JSON through a simple API.
  • You want an open-source option you can self-host.

Side by side, like for like.

Comparable routes are compared with each other. Documentation gaps are not evidence that a capability is missing. Compare the named product and confirm contractual scope.

Agent and API access compared

checked 25 September 2026

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Agent and API access compared
DimensionImport.io MCP and APIFirecrawl
OfferingImport.io Web Scraper MCP and APIFirecrawl API on the selected plan
BuildYour agent or code calls Import.io tools; extraction returns typed fields to the schema you specifyYour code or agent calls scraping, crawling, search and interaction tools; structured JSON is supported
Scheduling and deliveryOn demand through MCP; scheduled runs and delivery through the platform (CSV, JSON, webhook; S3 and SFTP on Professional and above)API results and webhooks; your application defines the recurring delivery workflow
Site changesRendering, anti-bot and egress handled server-side; managed engagements add repair by Import.ioHandled per request by the API; your team maintains the workflow
QATyped output against your schema; managed engagements add QA-gated deliveryAcceptance checks are yours to define
ReliabilityBlocked and failed calls are not billed; end-to-end reliability depends on your agent workflowSeparate service availability from your end-to-end workflow reliability
Cost10,000 free successful calls, then $0.0002 per successful callCredit-based plans; consumption varies by endpoint and options. See current pricing.
GovernanceGDPR and CCPA processing terms; PII detection and removal; confirm agent-level controls with your account teamEnterprise advertises SSO and zero-data retention; check contractual scope

Cost and commercial context

Firecrawl uses credit plans; the required credits depend on the endpoint and request options. Check current rates against a representative workload. Import.io MCP bills per successful call after 10,000 free calls; the self-service platform bills successful queries on published plans; managed is priced per source.

Model your own numbers with the calculator on web scraping as a service, and see published plans on pricing.

What this means for your team

Output

Compare usable records, not format labels.

Firecrawl supports Markdown, HTML and structured JSON. Test the same schema and URLs in both tools. [1]

Ask your teamDo the returned fields meet our acceptance criteria?

Explore self-service extraction
Agent setup

MCP availability is only the starting point.

Firecrawl has an official MCP server, with access depending on authentication. Check permissions and controls in your actual client. [2]

Ask your teamWhich tools can our agent use, and with what limits?

Explore Import.io MCP
Who handles failures

Decide who owns the repair.

An API response is not an ongoing delivery commitment. End-to-end managed delivery was not confirmed in the Firecrawl sources reviewed; ask about custom scope. [1]

Ask your teamWho detects missing fields and fixes changed pages?

Explore managed delivery
Real-world cost

Price the workload you will actually run.

Firecrawl credit use varies by endpoint and options. Enterprise advertises SLA, SSO and zero-data retention; confirm the terms you need. [3]

Ask your teamWhat is the total cost, including validation and maintenance?

See Import.io pricing
Sources and methodology

Published by Import.io, not an independent reviewer. Firecrawl sources for the practical takeaways were checked on ; inherited table and Import.io references retain their 25 September edition dates. This is not a fresh full-page verification. Features and commitments depend on your plan and agreement.

For more context, read our MCP, Firecrawl and Playwright guide. Spot an error? Tell us.

Comparison FAQs.

Answers about the products and service models compared above.

Does Firecrawl return structured data?

Yes. Its documentation includes structured JSON as well as page-oriented formats. Run the same schema and sample URLs through each candidate before judging extraction quality.

Can Firecrawl connect to an MCP client?

Yes. Use the official MCP setup documentation linked below and check which tools are available with the authentication mode you choose.

Is an API plan equivalent to managed data delivery?

No. Ask separately about source onboarding, repair ownership, delivery destinations and acceptance criteria. These responsibilities are not established by the presence of an API or an SLA alone.

How should we compare Firecrawl costs?

Use the mix of endpoints, extraction options and request volumes in your application. Include integration, validation and ongoing operating work in the estimate.

Which route fits an AI-agent project?

Start with Firecrawl when its developer workflow and output fit your application. Evaluate Import.io MCP for your extraction schema, and its managed route when you want to contract ongoing delivery. Neither choice eliminates testing against your sources.

What should a migration pilot measure?

Compare field completeness, freshness, latency, usable records and recovery from changed pages. Keep your current pipeline available until downstream consumers accept the replacement.

Your discussion checklist.

Choose what you want to discuss. Your selected questions will carry into the contact form, ready to review.

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