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firecrawl/firecrawl

https://github.com/firecrawl/firecrawl · scanned 2026-05-15 17:13 UTC (2 weeks, 6 days ago) · 10 languages

584 findings (188 legacy + 396 scanner) 39th percentile · Typescript · large (100-500K LoC) Scanner says 60 (higher by 13)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 weeks, 6 days ago · v1 · 176 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
61.6
/100
Repobility
63
176 legacy
9-layer
61
100.0% cov · 0 gaps
Critical
2
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-14-v3
Component Sub-score Weight Contribution
structure_score 40.0 0.15 6.00
security_score 75.0 0.25 18.75
testing_score 95.0 0.20 19.00
documentation_score 85.0 0.15 12.75
practices_score 65.0 0.15 9.75
code_quality 70.0 0.10 7.00
Overall 1.00 73.2
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 2 High 147 Medium 20 Low 7 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 176 9-layer 0 Crowd 0 Layer: Quality 39 Security 99 Cicd 28 Software 10

Bug-class explainers. Each card groups findings of the same shape — these are the patterns most likely to ship to prod and reappear in future scans unless you systematically fix the cause, not just the instance.

Fragile runtime 39 findings
What it is: Code that runs but breaks under predictable input — division by zero, missing keys, unbounded loops, off-by-one slicing.
Why it matters: Reaches production undetected because happy-path tests pass. First user with a weird input crashes the request.
How AI causes it: AI loves writing the happy path; doesn't probe edge cases unless explicitly asked.
Fix approach: Add property-based tests. Wrap external inputs with explicit validators. Use the framework's typed deserializer (Pydantic, attrs).
12 matching findings on this repo
  • medium Magic number used as default arg apps/api/src/scraper/scrapeURL/transformers/sendT…:58
  • medium Magic number used as default arg apps/python-sdk/firecrawl/v2/methods/aio/browser.…:124
  • medium Magic number used as default arg apps/python-sdk/firecrawl/v2/methods/aio/browser.…:66
  • medium Magic number used as default arg apps/python-sdk/firecrawl/v2/methods/browser.py:118
  • medium Magic number used as default arg apps/python-sdk/firecrawl/v2/methods/browser.py:67
  • medium Magic number used as default arg apps/python-sdk/firecrawl/v2/client.py:1108
  • medium Magic number used as default arg apps/python-sdk/firecrawl/v2/client.py:1077
  • medium Magic number used as default arg apps/python-sdk/firecrawl/v2/client_async.py:561
  • medium Magic number used as default arg apps/python-sdk/firecrawl/v2/client_async.py:530
  • medium Bare except — overly broad /tank0/claude-archive/opus47/firecrawl__firecrawl…:240
  • medium Bare except — overly broad /tank0/claude-archive/opus47/firecrawl__firecrawl…:345
  • medium Bare except — overly broad /tank0/claude-archive/opus47/firecrawl__firecrawl…:247
View all fragile runtime findings →
For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.
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