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@lwsinclair lwsinclair commented May 14, 2025

Hi there,

This pull request shares a security update on crawl4ai.

We also have an entry for crawl4ai in our directory, MseeP.ai, where we provide regular security and trust updates on your app.

We invite you to add our badge for your MCP server to your README to help your users learn from a third party that provides ongoing validation of crawl4ai.

You can easily take control over your listing for free: visit it at https://mseep.ai/app/unclecode-crawl4ai.

Yours Sincerely,

Lawrence W. Sinclair
CEO/SkyDeck AI
Founder of MseeP.ai
MCP servers you can trust


MseeP.ai Security Assessment Badge

Here are our latest evaluation results of crawl4ai

Security Scan Results

Security Score: 60/100

Risk Level: high

Scan Date: 2025-05-08

Score starts at 100, deducts points for security issues, and adds points for security best practices

Security Findings

Medium Severity Issues

  • semgrep: Avoiding SQL string concatenation: untrusted input concatenated with raw SQL query can result in SQL Injection. In order to execute raw query safely, prepared statement should be used. SQLAlchemy provides TextualSQL to easily used prepared statement with named parameters. For complex SQL composition, use SQL Expression Language or Schema Definition Language. In most cases, SQLAlchemy ORM will be a better option.

    • Location: crawl4ai/async_database.py
    • Line: 269
  • semgrep: Avoiding SQL string concatenation: untrusted input concatenated with raw SQL query can result in SQL Injection. In order to execute raw query safely, prepared statement should be used. SQLAlchemy provides TextualSQL to easily used prepared statement with named parameters. For complex SQL composition, use SQL Expression Language or Schema Definition Language. In most cases, SQLAlchemy ORM will be a better option.

    • Location: crawl4ai/async_database.py
    • Line: 273
  • ... and 2 more medium severity issues

Low Severity Issues

  • semgrep: Use of base64 decoding detected. This might indicate obfuscated code.
  • ... and 16 more low severity issues

This security assessment was conducted by MseeP.ai, an independent security validation service for MCP servers. Visit our website to learn more about our security reviews.

Summary by CodeRabbit

  • Documentation
    • Added a security assessment badge to the top of the README, linking to the project's MseeP.ai security assessment page.

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coderabbitai bot commented May 14, 2025

Walkthrough

A security assessment badge from MseeP.ai was added to the top of the README file. This update consists of a single line of markdown that displays the badge and links to the project's security assessment page. No other files or functionality were changed.

Changes

File(s) Change Summary
README.md Added a MseeP.ai security assessment badge as a markdown image link at the top.

Poem

A shiny new badge at the top of the page,
Signals our project is safe and all the rage!
With MseeP.ai’s mark, we hop with glee,
For bunnies love security, as you can see.
🥕🔒


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Actionable comments posted: 0

🧹 Nitpick comments (1)
README.md (1)

1-1: Consider grouping the badge with other shields

For consistency with existing badges, you might want to move the MseeP.ai badge inside the <div align="center"> alongside the other shields. This will ensure a unified badge layout:

- [![MseeP.ai Security Assessment Badge](https://mseep.net/pr/unclecode-crawl4ai-badge.png)](https://mseep.ai/app/unclecode-crawl4ai)
+ <div align="center">
+   [![MseeP.ai Security Assessment Badge](https://mseep.net/pr/unclecode-crawl4ai-badge.png)](https://mseep.ai/app/unclecode-crawl4ai)
    <!-- existing badges -->
+ </div>
📜 Review details

Configuration used: CodeRabbit UI
Review profile: CHILL
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 897e017 and b581ab9.

📒 Files selected for processing (1)
  • README.md (1 hunks)
🔇 Additional comments (1)
README.md (1)

1-1: Verify badge asset host consistency

The badge image is loaded from https://mseep.net/... while the link points to https://mseep.ai/.... Please confirm that .net is the intended domain for the image and consider using a consistent host to avoid mixed-domain issues.

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