kubescape – kubescape
Kubescape 是面向 IDE、CI/CD 流水线和集群的开源 Kubernetes 安全平台。它提供风险分析、安全、合规及配置错误扫描,为 Kubernetes 用户和管理员节省宝贵的时间、精力和资源。
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Kubescape
_Comprehensive Kubernetes Security from Development to Runtime_
Kubescape is an open-source Kubernetes security platform that provides comprehensive security coverage, from left to right across the entire development and deployment lifecycle. It offers hardening, posture management, and runtime security capabilities to ensure robust protection for Kubernetes environments.
Kubescape was created by ARMO and is a Cloud Native Computing Foundation (CNCF) incubating project.
_Please star ⭐ the repo if you want us to continue developing and improving Kubescape!_
📑 Table of Contents
- Features
- Demo
- Quick Start
- Installation
- CLI Commands
- Usage Examples
- Architecture
- In-Cluster Operator
- Integrations
- Community
- Changelog
- License
✨ Features
| Feature | Description |
|---|---|
| 🔍 Misconfiguration Scanning | Scan clusters, YAML files, and Helm charts against NSA-CISA, MITRE ATT&CK®, and CIS Benchmarks |
| 🐳 Image Vulnerability Scanning | Detect CVEs in container images using Grype |
| 🩹 Image Patching | Automatically patch vulnerable images using Copacetic |
| 🔧 Auto-Remediation | Automatically fix misconfigurations in Kubernetes manifests |
| 🛡️ Admission Control | Enforce security policies with Validating Admission Policies (VAP) |
| 📊 Runtime Security | eBPF-based runtime monitoring via Inspektor Gadget |
| 🤖 AI Integration | MCP server for AI assistant integration |

🚀 Quick Start
1. Install Kubescape
curl -s https://raw.githubusercontent.com/kubescape/kubescape/master/install.sh | /bin/bash
> 💡 See Installation for more options (Homebrew, Krew, Windows, etc.)
2. Run Your First Scan
# Scan your current cluster
kubescape scan
# Scan a specific YAML file or directory
kubescape scan /path/to/manifests/
# Scan a container image for vulnerabilities
kubescape scan image nginx:latest
3. Explore the Results
Kubescape provides a detailed security posture overview including:
- Control plane security status
- Access control risks
- Workload misconfigurations
- Network policy gaps
- Compliance scores (MITRE, NSA)
📦 Installation
One-Line Install (Linux/macOS)
curl -s https://raw.githubusercontent.com/kubescape/kubescape/master/install.sh | /bin/bash
Package Managers
| Platform | Command |
|---|---|
| Homebrew | brew install kubescape |
| Krew | kubectl krew install kubescape |
| Arch Linux | yay -S kubescape |
| Ubuntu | sudo add-apt-repository ppa:kubescape/kubescape && sudo apt install kubescape |
| NixOS | nix-shell -p kubescape |
| Chocolatey | choco install kubescape |
| Scoop | scoop install kubescape |
iwr -useb https://raw.githubusercontent.com/kubescape/kubescape/master/install.ps1 | iex
🛠️ CLI Commands
Kubescape provides a comprehensive CLI with the following commands:
| Command | Description |
|---|---|
| <code class="ra0-md-code">kubescape scan</code> | Scan cluster, files, or images for security issues |
| <code class="ra0-md-code">kubescape scan image</code> | Scan container images for vulnerabilities |
| <code class="ra0-md-code">kubescape fix</code> | Auto-fix misconfigurations in manifest files |
| <code class="ra0-md-code">kubescape patch</code> | Patch container images to fix vulnerabilities |
| <code class="ra0-md-code">kubescape list</code> | List available frameworks and controls |
| <code class="ra0-md-code">kubescape download</code> | Download artifacts for offline/air-gapped use |
| <code class="ra0-md-code">kubescape config</code> | Manage cached configurations |
| <code class="ra0-md-code">kubescape operator</code> | Interact with in-cluster Kubescape operator |
| <code class="ra0-md-code">kubescape vap</code> | Manage Validating Admission Policies |
| <code class="ra0-md-code">kubescape mcpserver</code> | Start MCP server for AI assistant integration |
kubescape completion |
Generate shell completion scripts |
kubescape version |
Display version information |
# Default scan (all frameworks)
kubescape scan
# Scan with a specific framework
kubescape scan framework nsa
kubescape scan framework mitre
kubescape scan framework cis-v1.23-t1.0.1
# Scan a specific control
kubescape scan control C-0005 -v
Scan Files and Repositories
# Scan local YAML files
kubescape scan /path/to/manifests/
# Scan a Helm chart
kubescape scan /path/to/helm/chart/
# Scan a Git repository
kubescape scan https://github.com/kubescape/kubescape
# Scan with Kustomize
kubescape scan /path/to/kustomize/directory/
Scan Options
# Include/exclude namespaces
kubescape scan --include-namespaces production,staging
kubescape scan --exclude-namespaces kube-system,kube-public
# Use alternative kubeconfig
kubescape scan --kubeconfig /path/to/kubeconfig
# Set compliance threshold (exit code 1 if below threshold).
# Score thresholds apply to the framework/control subcommands and to
# --view resource|control.
kubescape scan framework nsa --compliance-threshold 80
kubescape scan --view resource --compliance-threshold 80
# Set severity threshold
kubescape scan --severity-threshold high
Output Formats
# JSON output
kubescape scan --format json --output results.json
# JUnit XML (for CI/CD)
kubescape scan --format junit --output results.xml
# SARIF (for GitHub Code Scanning)
kubescape scan --format sarif --output results.sarif
# HTML report
kubescape scan --format html --output report.html
# PDF report
kubescape scan --format pdf --output report.pdf
# CSV report
kubescape scan --format csv --output results.csv
Image Scanning
# Scan a public image
kubescape scan image nginx:1.21
# Scan with verbose output
kubescape scan image nginx:1.21 -v
# Scan a private registry image
kubescape scan image myregistry/myimage:tag --username user --password pass
Using an Offline Grype Database
# Start the offline Grype-DB server (using docker)
docker run --rm -p8080:8080 quay.io/kubescape/grype-offline-db:v6-latest
# Scan an image using the offline database:
kubescape scan image --grype-db-url http://localhost:8080/databases/ nginx:latest
Auto-Fix
Automatically fix misconfigurations in your manifest files:
# First, scan and save results to JSON
kubescape scan /path/to/manifests --format json --output results.json
# Then apply fixes
kubescape fix results.json
# Dry run (preview changes without applying)
kubescape fix results.json --dry-run
# Apply fixes without confirmation prompts
kubescape fix results.json --no-confirm
Image Patching
Patch container images to fix OS-level vulnerabilities:
# Start buildkitd (required)
sudo buildkitd &
# Patch an image
sudo kubescape patch --image docker.io/library/nginx:1.22
# Specify custom output tag
sudo kubescape patch --image nginx:1.22 --tag nginx:1.22-patched
# See detailed vulnerability report
sudo kubescape patch --image nginx:1.22 -v
📖 Full Patch Command Documentation →
List Frameworks and Controls
# List available frameworks
kubescape list frameworks
# List all controls
kubescape list controls
# Output as JSON
kubescape list controls --format json
Offline Support
Download artifacts for air-gapped environments:
# Download all artifacts
kubescape download artifacts --output /path/to/offline/dir
# Download a specific framework
kubescape download framework nsa --output /path/to/nsa.json
# Scan using downloaded artifacts
kubescape scan --use-artifacts-from /path/to/offline/dir
Configuration
# View current configuration
kubescape config view
# Set account ID
kubescape config set accountID <your-account-id>
# Delete cached configuration
kubescape config delete
Operator Commands
Interact with the in-cluster Kubescape operator:
# Trigger a configuration scan
kubescape operator scan configurations
# Trigger a vulnerability scan
kubescape operator scan vulnerabilities
Validating Admission Policies
Manage Kubernetes Validating Admission Policies:
# Deploy the Kubescape CEL admission policy library
kubescape vap deploy-library | kubectl apply -f -
# Create a policy binding
kubescape vap create-policy-binding
--name my-policy-binding
--policy c-0016
--namespace my-namespace | kubectl apply -f -
MCP Server
Start an MCP (Model Context Protocol) server for AI assistant integration:
kubescape mcpserver
The MCP server exposes Kubescape's vulnerability and configuration scan data to AI assistants, enabling natural language queries about your cluster's security posture.
Available MCP Tools:
list_vulnerability_manifests- Discover vulnerability manifestslist_vulnerabilities_in_manifest- List CVEs in a manifestlist_vulnerability_matches_for_cve- Get details for a specific CVElist_configuration_security_scan_manifests- List configuration scan resultsget_configuration_security_scan_manifest- Get configuration scan details
🏗️ Architecture
Kubescape can run in two modes:
CLI Mode
The CLI is a standalone tool that scans clusters, files, and images on-demand.

Key Components:
- Open Policy Agent (OPA) - Policy evaluation engine
- Regolibrary - Library of security controls
- Grype - Image vulnerability scanning
- Copacetic - Image patching
Operator Mode (In-Cluster)
For continuous monitoring, deploy the Kubescape operator via Helm.

Additional Capabilities:
- Continuous configuration scanning
- Image vulnerability scanning
- Runtime analysis with eBPF
- Network policy generation
📖 Full Architecture Documentation →
☸️ In-Cluster Operator
The Kubescape operator provides continuous security monitoring in your cluster:
# Add the Kubescape Helm repository
helm repo add kubescape https://kubescape.github.io/helm-charts/
# Install the operator
helm upgrade --install kubescape kubescape/kubescape-operator
--namespace kubescape
--create-namespace
Operator Features:
- 🔄 Continuous misconfiguration scanning
- 🐳 Image vulnerability scanning for all workloads
- 🔍 Runtime threat detection (eBPF-based)
- 🌐 Network policy generation
- 📈 Prometheus metrics integration
📖 Operator Installation Guide →
🔌 Integrations
CI/CD
| Platform | Integration |
|---|---|
| GitHub Actions | kubescape/github-action |
| GitLab CI | Documentation |
| Jenkins | Documentation |
| MegaLinter | Documentation — open-source linters aggregator that embeds Kubescape and runs it when Kubernetes files are detected |
| IDE | Extension |
| VS Code | Kubescape Extension |
| Lens | Kubescape Lens Extension |

👥 Community
Kubescape is a CNCF incubating project with an active community.
Get Involved
- 💬 Slack - Users Channel - Ask questions, get help
- 💬 Slack - Developers Channel - Contribute to development
- 🐛 GitHub Issues - Report bugs and request features
- 📋 Project Board - See what we're working on
- 🗺️ Roadmap - Future plans
Contributing
We welcome contributions! Please see our:
Community Resources
Contributors
Changelog
Kubescape changes are tracked on the releases page.
License
Copyright 2021-2025, the Kubescape Authors. All rights reserved.
Kubescape is released under the Apache 2.0 license.
Kubescape is a Cloud Native Computing Foundation (CNCF) incubating project and was contributed by ARMO.