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CanoP — Static analysis CLI that scans AI-generated code for vulnerabilities like SQL injection, unsafe reflection, and hardcoded secrets, with SARIF export and CI/CD gating. | Kitploit
Tools/GitHubGitHub/openbreach/canop
Defensive ToolsStatic AnalysisVulnerability ScannersStatic Code Analysis (SAST)Vulnerability AnalysisCode AnalysisScripting & AutomationDevSecOpsSecret DetectionAI Security
GitHubopenbreach/canop
511617 days agoNot yet reviewed

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CanoP

Static analysis CLI that scans AI-generated code for vulnerabilities like SQL injection, unsafe reflection, and hardcoded secrets, with SARIF export and CI/CD gating.

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CanoP CLI

CanoP logo

PyPI version License: MIT Python 3.8+ Code style: black

A fast, standalone static analysis tool for finding security risks in AI-generated code. CanoP runs locally and produces actionable findings with remediation guidance.

See CanoP in Action

CanoP scanning a project

Example fixes.json output

Features

  • High signal-to-noise: Targets AI-era risks such as SQL injection, unsafe reflection, and hardcoded secrets.
  • Language support: Supports Python and JavaScript.
  • CI/CD ready: Gate builds by severity or security score.
  • AI prescriptions: Generates fixes.json prompts for LLM-assisted remediation.
  • Standard reporting: Exports JSON and SARIF for GitHub and other security tools.

Installation

pip install canop

On macOS and Linux, use pipx if global pip installation is restricted:

pipx install canop

Verify the installation:

canop --version

Quick Start

Initialize .canop.yml and .canopignore:

canop init

Scan the current directory, or only files changed in Git:

canop scan .
canop scan . --changed

Findings are capped at 50 by default. Use --all for no cap or --limit N for a custom cap:

canop scan . --all
canop scan . --limit 10

Advanced Usage

CI/CD

These options return a non-zero exit code when the threshold is not met:

canop scan . --fail-on HIGH
canop scan . --min-score 85

Exporting Results

canop scan . --json-out results.json
canop scan . --sarif results.sarif
canop scan . --prescriptions fixes.json

The SARIF output can be uploaded to GitHub for inline findings. fixes.json contains prompts for LLM-assisted remediation.

Configuration

Add .canop.yml to the project root to define policy thresholds and ignored paths:

min_grade: B
fail_on:
  - CRITICAL
  - HIGH
ignore:
  - "tests/**"
  - "docs/**"
max_findings: 0

.canopignore uses .gitignore-style patterns to exclude files and directories.

How Detection Works

CanoP loads rules from canop/rules/*.yml and scans locally with its built-in pattern engine. Secret rules inspect comments to catch credentials accidentally left in frontend source by AI coding agents; other rules ignore comment-only lines to reduce noise. If installed, Semgrep adds AST-based analysis. It is optional and is not installed with CanoP.

Local Development

git clone https://github.com/openbreach/CanoP.git canop
cd canop
pip install -e .
python -m unittest discover -s tests -v

Build distribution artifacts with:

pip install -r requirements-dev.txt
python -m build

Rule Development

Rules use Semgrep YAML format and live in canop/rules/*.yml. See CONTRIBUTING.md for guidelines.

Support

For bugs and feature requests, open a GitHub issue or email [email protected].

License

This project is licensed under the MIT License.

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