agent · web scraping

Firecrawl

www.firecrawl.devevidence retrieved Aug 9, 2026 – Aug 26, 2026view as JSON all web scraping entries 8 alternatives

Reviewed12 or more fields evidenced, and scored by a human against the published rubric

12 fields evidenced · 47 with no public information. Every value below links to the document it came from and the date we checked it.

11 of those are quoted but not yet interpreted: we hold the source sentence and the date we read it, but nobody has written the answer to the question yet. Those rows show the quote and say so rather than repeating it back as an answer. Why these exist

2 of those are flagged for review: our own check found language in the cited source that may address the field. An editor has not adjudicated them yet.

1 absence has been read back against the source by an editor and confirmed.

4 of the evidenced values quote wording our own later capture of the same page no longer contains. Marked below, awaiting an editor.

Also appears in

AI agents that support the Model Context Protocol Open-source AI agents AI agents and vendors that publish a self-reported performance figure

Trust gap

How this is scored

Runtime governance

0/3

Are scope, spend, and authority enforced while the agent runs?

No public evidence found. Credit allowances and rate limits are commercial plan ceilings, not governance controls over what the agent may do; no scope, spend or authority enforcement is published.

How this gap gets closed →

Audit trail

0/3

Is there a tamper-evident record of what it actually did?

No public evidence found. No logging, record or reviewability claim appears on the page checked.

How this gap gets closed →

Compliance

0/3

Are compliance obligations attached per engagement?

No public evidence found. No certification, framework mapping, auditor or report appears on the page checked.

How this gap gets closed →

Outcome settlement

0/3

Does payment depend on a verified result?

Paid regardless of result. Billing is by credits on Hobby, Standard or Growth plans, with pay-per-use explicitly not offered; nothing ties payment to a verified outcome. A stated route to dispute an incorrect charge by email is a billing-support channel, not a settlement mechanism.

Counts Incident reporting and Pricing model, each cited below.

How this gap gets closed →

Insurance & indemnity

0/3

Can the deployment be insured, and is the customer indemnified?

No public evidence found. No cover, carrier, limit or customer indemnity appears on the page checked.

How this gap gets closed →

Assurance

Insurance available: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Own liability cover: no public information
www.firecrawl.dev · checked Aug 26, 2026 · source did not state this
Insurance carriers: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Coverage limits: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Indemnification: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Liability cap: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Audit trail: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Tamper-evident log: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Explainability: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Runtime governance: no public information
www.firecrawl.dev · checked Aug 9, 2026 · absence verified against this source
Permission scopes: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Compliance certifications: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Regulatory alignment: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Outcome-based pricing: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Settlement mechanism: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Asset custody: no public information
www.firecrawl.dev · checked Aug 26, 2026 · source did not state this
Dispute process: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
SLA terms: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Evaluation coverage: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Self-reported performance: Reports P95 latency of 3.4s across millions of searches/scrapes
“P95 latency of 3.4s across millions of searches and scrapes, built for real-time agents and dynamic apps.”
Not in our latest capture. This quote was on the page when we filed it. We captured the same page again on Sep 17, 2026 and it was not there. The value above has not been re-checked by an editor yet. How we re-check citations
www.firecrawl.dev · checked Aug 26, 2026

Agency

Autonomy level: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Human oversight: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Goal complexity: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Action space: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Operating environment: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Initiative: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this

Safety

Safety evaluations: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Red teaming: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Safety policy: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Usage restrictions: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Model or system card: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Incident reporting: not yet interpreted
“If a charge looks incorrect, reach out to help@firecrawl.com and we'll take a look.”
www.firecrawl.dev · checked Aug 9, 2026
Third-party evaluations: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Data handling: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this

Practicality

Pricing model: not yet interpreted
“We currently do not offer a pay-per-use plan, instead you can upgrade to our Hobby, Standard or Growth plans for more credits and higher rate limits.”
Not in our latest capture. This quote was on the page when we filed it. We captured the same page again on Sep 17, 2026 and it was not there. The value above has not been re-checked by an editor yet. How we re-check citations
www.firecrawl.dev · checked Aug 9, 2026
Price point: not yet interpreted
“Firecrawl is free for 1,000 pages every month (1,000 free credits per month).”
Not in our latest capture. This quote was on the page when we filed it. We captured the same page again on Sep 17, 2026 and it was not there. The value above has not been re-checked by an editor yet. How we re-check citations
www.firecrawl.dev · checked Aug 9, 2026
Availability: not yet interpreted
“Agent is in preview with 5 free daily runs and dynamic pricing.”
www.firecrawl.dev · checked Aug 9, 2026
Deployment options: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Integrations: not yet interpreted
“Firecrawl has an official MCP server so agents in Cursor, Claude, Windsurf, and other MCP-compatible tools can search, scrape, and interact with the web directly.”
www.firecrawl.dev · checked Aug 9, 2026
Supported regions: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Support model: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this

Foundation models

Base models: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Model provider: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Model swappable: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Open weights: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Fine-tuning: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Context window: no public information
Flagged for review — the source below contains language that may address this field. Not yet checked by an editor. How we check absences
www.firecrawl.dev · checked Aug 9, 2026

Ecosystem

Protocols supported: no public information
Flagged for review — the source below contains language that may address this field. Not yet checked by an editor. How we check absences
www.firecrawl.dev · checked Aug 9, 2026
Tool use: not yet interpreted
“Interact: Click, navigate, operate pages”
www.firecrawl.dev · checked Aug 9, 2026
Multi-agent: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
API access: not yet interpreted
“Firecrawl is the context API to search, scrape, and interact with the web at scale.”
Not in our latest capture. This quote was on the page when we filed it. We captured the same page again on Sep 17, 2026 and it was not there. The value above has not been re-checked by an editor yet. How we re-check citations
www.firecrawl.dev · checked Aug 9, 2026
Open source: not yet interpreted
“Firecrawl is the largest open source repo in the space with over 150K GitHub stars, making it one of the top 100 repos on GitHub.”
www.firecrawl.dev · checked Aug 9, 2026
Marketplace presence: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this

Impact

User base: not yet interpreted
“Over 1.25M developers and 150,000+ companies build with Firecrawl”
www.firecrawl.dev · checked Aug 9, 2026
Deployment scale: not yet interpreted
“We've served more than 5 billion requests powering deep research agents, RAG pipelines, lead enrichment, and AI workflows across the live web.”
www.firecrawl.dev · checked Aug 9, 2026
Target sectors: not yet interpreted
“Teams use Firecrawl for deep research agents, RAG pipelines, lead enrichment, competitive intelligence, content generation, price monitoring, and more.”
www.firecrawl.dev · checked Aug 9, 2026
High-risk domains: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Documented incidents: no public information
www.firecrawl.dev · checked Aug 9, 2026 · source did not state this
Market recognition: no public information
www.firecrawl.dev · checked Aug 26, 2026 · source did not state this

Compared with

Side-by-side on the fields where Firecrawl and the other entry are both on record and actually differ.