Snyk MCP Security Vulnerability Detection
This guide introduces how to use Snyk MCP to build intelligent security vulnerability detection and remediation systems, enabling ByteBuddy to automate security workflows.
Overview
Snyk MCP provides deep integration with the Snyk security platform, allowing ByteBuddy to:
- Automate security vulnerability scanning
- Generate intelligent vulnerability fix suggestions
- Check license compliance
- Manage security policies
Configuration
1. Install Snyk MCP
bash
npm install -g snyk-mcp-server2. Configure ByteBuddy
json
{
"mcpServers": {
"snyk": {
"command": "node",
"args": ["snyk-mcp-server"],
"env": {
"SNYK_TOKEN": "your-snyk-token",
"SNYK_ORG": "your-organization-id",
"SNYK_INTEGRATION_ID": "your-integration-id"
}
}
}
}Use Cases
Scenario 1: Automated Security Scanning
typescript
// Automated security scanning
class SecurityScanner {
async scanRepository(repoInfo: any) {
// Scan code vulnerabilities
const codeVulnerabilities = await mcp.call("snyk.codeTest", {
org: repoInfo.orgId,
path: repoInfo.localPath,
});
// Scan dependency vulnerabilities
const dependencyVulnerabilities = await mcp.call("snyk.test", {
org: repoInfo.orgId,
path: repoInfo.localPath,
});
// Scan container vulnerabilities
const containerVulnerabilities = await this.scanContainer(repoInfo);
// Scan IaC vulnerabilities
const iacVulnerabilities = await this.scanInfrastructureAsCode(repoInfo);
// Aggregate analysis
const securityReport = await this.generateSecurityReport({
code: codeVulnerabilities,
dependencies: dependencyVulnerabilities,
containers: containerVulnerabilities,
infrastructure: iacVulnerabilities,
});
return securityReport;
}
private async generateSecurityReport(vulnerabilities: any) {
const analysis = {
summary: this.calculateRiskSummary(vulnerabilities),
criticalIssues: this.identifyCriticalIssues(vulnerabilities),
recommendations:
await this.generateSecurityRecommendations(vulnerabilities),
compliance: await this.checkCompliance(vulnerabilities),
remediationPlan: this.createRemediationPlan(vulnerabilities),
};
// Create GitHub Issue (if critical issues found)
if (analysis.criticalIssues.length > 0) {
await this.createSecurityIssue(analysis);
}
// Update security status
await this.updateSecurityStatus(analysis);
return analysis;
}
private async generateSecurityRecommendations(vulnerabilities: any) {
const recommendations = [];
// Analyze vulnerability patterns
const patterns = this.analyzeVulnerabilityPatterns(vulnerabilities);
for (const pattern of patterns) {
recommendations.push({
type: pattern.type,
severity: pattern.severity,
title: pattern.title,
description: pattern.description,
actions: pattern.actions,
estimatedEffort: pattern.effort,
});
}
return recommendations;
}
private createRemediationPlan(vulnerabilities: any) {
const plan = {
immediate: [], // Immediate fixes (critical vulnerabilities)
shortTerm: [], // Short-term fixes (high-risk vulnerabilities)
longTerm: [], // Long-term fixes (medium risk)
monitoring: [], // Continuous monitoring (low-risk vulnerabilities)
};
// Classify by severity
for (const category of Object.keys(vulnerabilities)) {
for (const vuln of vulnerabilities[category]) {
const item = {
id: vuln.id,
title: vuln.title,
severity: vuln.severity,
category: category,
estimatedFixTime: this.estimateFixTime(vuln),
};
if (vuln.severity === "critical") {
plan.immediate.push(item);
} else if (vuln.severity === "high") {
plan.shortTerm.push(item);
} else if (vuln.severity === "medium") {
plan.longTerm.push(item);
} else {
plan.monitoring.push(item);
}
}
}
return plan;
}
}Scenario 2: Intelligent Vulnerability Remediation
typescript
// Intelligent vulnerability remediation system
class VulnerabilityFixer {
async fixVulnerability(vulnerabilityId: string, fixOptions: any) {
// Get vulnerability details
const vulnerability = await mcp.call("snyk.getVulnerability", {
id: vulnerabilityId,
});
// Analyze fix options
const fixAnalysis = await this.analyzeFixOptions(vulnerability);
// Select best fix option
const bestFix = this.selectBestFix(fixAnalysis, fixOptions);
// Execute fix
if (bestFix.type === "dependency_update") {
return await this.updateDependency(bestFix);
} else if (bestFix.type === "code_patch") {
return await this.patchCode(bestFix);
} else if (bestFix.type === "configuration_change") {
return await this.updateConfiguration(bestFix);
}
}
private async analyzeFixOptions(vulnerability: any) {
const fixes = [];
// Auto-fix options
const autoFix = await mcp.call("snyk.getAutoFix", {
vulnerabilityId: vulnerability.id,
});
if (autoFix && autoFix.isFixable) {
fixes.push({
type: "auto_fix",
confidence: autoFix.confidence,
effort: "low",
risk: "low",
description: autoFix.description,
});
}
// Dependency update options
const dependencyFix = await this.analyzeDependencyFix(vulnerability);
if (dependencyFix) {
fixes.push(dependencyFix);
}
// Code patch options
const codeFix = await this.analyzeCodeFix(vulnerability);
if (codeFix) {
fixes.push(codeFix);
}
return fixes;
}
private async updateDependency(fix: any) {
// Backup current configuration
await this.backupPackageFile();
try {
// Update dependency version
await mcp.call("snyk.applyDependencyFix", {
package: fix.package,
version: fix.targetVersion,
file: fix.packageFile,
});
// Verify fix
const verification = await this.verifyDependencyFix(fix);
if (verification.success) {
// Commit changes
await this.commitFix(fix);
return {
success: true,
type: "dependency_update",
changes: verification.changes,
};
} else {
// Rollback changes
await this.rollbackPackageFile();
return {
success: false,
error: verification.error,
type: "dependency_update",
};
}
} catch (error) {
await this.rollbackPackageFile();
return {
success: false,
error: error.message,
type: "dependency_update",
};
}
}
private async patchCode(fix: any) {
const patch = {
files: fix.files,
changes: fix.changes,
test: fix.testCommand,
};
// Apply code patch
for (const file of patch.files) {
await this.applyCodePatch(file);
}
// Run test verification
const testResult = await this.runTests(patch.test);
if (testResult.success) {
await this.commitFix(fix);
return {
success: true,
type: "code_patch",
changes: patch.changes,
};
} else {
await this.revertCodePatch(patch.files);
return {
success: false,
error: testResult.error,
type: "code_patch",
};
}
}
}Scenario 3: License Compliance Checking
typescript
// License compliance checker
class LicenseComplianceChecker {
async checkCompliance(repoInfo: any, policy: any) {
// Scan all dependency licenses
const licenses = await mcp.call("snyk.licenses", {
org: repoInfo.orgId,
path: repoInfo.localPath,
});
// Check compliance
const complianceAnalysis = {
compliant: [],
nonCompliant: [],
needsReview: [],
missing: [],
};
for (const license of licenses) {
const analysis = this.analyzeLicense(license, policy);
switch (analysis.status) {
case "compliant":
complianceAnalysis.compliant.push(analysis);
break;
case "non_compliant":
complianceAnalysis.nonCompliant.push(analysis);
break;
case "needs_review":
complianceAnalysis.needsReview.push(analysis);
break;
case "missing":
complianceAnalysis.missing.push(analysis);
break;
}
}
// Generate compliance report
const report = await this.generateComplianceReport(complianceAnalysis);
// Handle non-compliant licenses
if (complianceAnalysis.nonCompliant.length > 0) {
await this.handleNonCompliantLicenses(complianceAnalysis.nonCompliant);
}
return report;
}
private analyzeLicense(license: any, policy: any) {
const allowed = policy.allowedLicenses.includes(license.name);
const restricted = policy.restrictedLicenses.includes(license.name);
const requiresApproval = policy.requiresApproval.includes(license.name);
let status, recommendation;
if (restricted) {
status = "non_compliant";
recommendation =
"Must remove this dependency or replace with compliant version";
} else if (requiresApproval) {
status = "needs_review";
recommendation = "Requires legal team review and approval";
} else if (allowed) {
status = "compliant";
recommendation = "License compliant";
} else {
status = "missing";
recommendation =
"License information missing, requires manual confirmation";
}
return {
name: license.name,
version: license.version,
status: status,
recommendation: recommendation,
risk: this.assessLicenseRisk(license.name),
dependencies: license.dependencies,
};
}
private async handleNonCompliantLicenses(nonCompliant: any[]) {
for (const item of nonCompliant) {
// Create GitHub Issue
await this.createLicenseIssue(item);
// Find alternatives
const alternatives = await this.findAlternatives(item);
if (alternatives.length > 0) {
await this.createPRForAlternative(item, alternatives[0]);
}
}
}
private async findAlternatives(problematicLicense: any) {
const alternatives = [];
// Analyze dependency features
const features = await this.analyzeDependencyFeatures(
problematicLicense.dependencies,
);
// Search for alternative libraries
const candidates = await this.searchAlternatives(features);
// Evaluate candidates
for (const candidate of candidates) {
const evaluation = await this.evaluateAlternative(candidate, features);
if (evaluation.score > 0.7) {
alternatives.push(evaluation);
}
}
return alternatives.sort((a, b) => b.score - a.score);
}
}CI/CD Integration
1: Security Gates
typescript
// Security gate system
class SecurityGate {
async enforceSecurityGate(buildInfo: any) {
const checks = [
this.runSecurityScan(buildInfo),
this.checkSecurityPolicies(buildInfo),
this.validateCompliance(buildInfo),
this.checkSecurityTests(buildInfo),
];
const results = await Promise.allSettled(checks);
const gateResult = {
passed: true,
issues: [],
securityScore: 0,
};
results.forEach((result, index) => {
const checkName = ["scan", "policies", "compliance", "tests"][index];
if (result.status === "fulfilled") {
if (!result.value.passed) {
gateResult.passed = false;
gateResult.issues.push({
check: checkName,
severity: result.value.severity,
issue: result.value.issue,
recommendation: result.value.recommendation,
});
}
gateResult.securityScore += result.value.score;
} else {
gateResult.passed = false;
gateResult.issues.push({
check: checkName,
severity: "high",
issue: "Check failed to execute",
error: result.reason,
});
}
});
// If security gate fails, block deployment
if (!gateResult.passed) {
await this.blockDeployment(buildInfo, gateResult);
}
return gateResult;
}
private async runSecurityScan(buildInfo: any) {
const scanner = new SecurityScanner();
const scanResult = await scanner.scanRepository({
orgId: buildInfo.orgId,
localPath: buildInfo.buildPath,
});
const criticalIssues = scanResult.summary.critical;
const highIssues = scanResult.summary.high;
return {
passed: criticalIssues === 0 && highIssues <= 2,
score: this.calculateSecurityScore(scanResult.summary),
severity:
criticalIssues > 0 ? "critical" : highIssues > 2 ? "high" : "low",
issue:
criticalIssues > 0
? `Found ${criticalIssues} critical security vulnerabilities`
: highIssues > 2
? `Found ${highIssues} high-risk vulnerabilities`
: null,
recommendation: this.generateSecurityRecommendation(scanResult),
};
}
}2: Automated Remediation Workflow
yaml
# .github/workflows/security.yml
name: Security Scan and Fix
on:
push:
branches: [main]
pull_request:
branches: [main]
schedule:
- cron: "0 2 * * *" # Run daily at 2 AM
jobs:
security-scan:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Setup Node.js
uses: actions/setup-node@v3
with:
node-version: "18"
cache: "npm"
- name: Install dependencies
run: npm ci
- name: Setup ByteBuddy
run: |
npm install -g bytebuddy
bytebuddy --setup-snyk-mcp
- name: Run Security Scan
env:
SNYK_TOKEN: ${{ secrets.SNYK_TOKEN }}
SNYK_ORG: ${{ secrets.SNYK_ORG }}
run: |
bytebuddy --snyk-scan \
--path . \
--format json \
--output security-report.json
- name: Attempt Auto Fix
env:
SNYK_TOKEN: ${{ secrets.SNYK_TOKEN }}
SNYK_ORG: ${{ secrets.SNYK_ORG }}
run: |
bytebuddy --snyk-autofix \
--path . \
--severity critical,high \
--create-pr
- name: Check Compliance
env:
SNYK_TOKEN: ${{ secrets.SNYK_TOKEN }}
SNYK_ORG: ${{ secrets.SNYK_ORG }}
run: |
bytebuddy --snyk-compliance-check \
--policy security-policy.json \
--fail-on-violationMonitoring and Reporting
1: Security Dashboard
typescript
// Security monitoring dashboard
class SecurityDashboard {
async generateDashboard(orgId: string, timeRange: string = "30d") {
const data = {
vulnerabilities: await this.getVulnerabilityTrends(orgId, timeRange),
compliance: await this.getComplianceStatus(orgId),
remediation: await this.getRemediationProgress(orgId),
risk: await this.calculateRiskScore(orgId),
};
const dashboard = {
summary: this.createExecutiveSummary(data),
charts: this.generateCharts(data),
alerts: this.identifyAlerts(data),
recommendations: await this.generateStrategicRecommendations(data),
};
return dashboard;
}
private async getVulnerabilityTrends(orgId: string, timeRange: string) {
const trends = await mcp.call("snyk.getVulnerabilityTrends", {
org: orgId,
timeRange: timeRange,
granularity: "daily",
});
return {
open: trends.open,
fixed: trends.fixed,
introduced: trends.introduced,
bySeverity: trends.bySeverity,
byType: trends.byType,
};
}
private createExecutiveSummary(data: any) {
const totalVulnerabilities = data.vulnerabilities.open.length;
const criticalVulnerabilities = data.vulnerabilities.bySeverity.critical;
const complianceScore = data.compliance.score;
const riskScore = data.risk.overall;
return {
overallHealth: this.calculateOverallHealth(data),
keyMetrics: {
totalVulnerabilities,
criticalVulnerabilities,
complianceScore,
riskScore,
},
status: this.determineStatus(data),
};
}
}Best Practices
1: Security Policy Management
typescript
// Security policy manager
class SecurityPolicyManager {
async createSecurityPolicy(orgId: string) {
const policy = {
vulnerability: {
maxCritical: 0,
maxHigh: 5,
maxMedium: 20,
autoFixAllowed: ["critical", "high"],
requireApproval: ["critical"],
},
license: {
allowedLicenses: ["MIT", "Apache-2.0", "BSD-3-Clause"],
restrictedLicenses: ["GPL-3.0", "AGPL-3.0"],
requiresApproval: ["LGPL-2.1", "MPL-2.0"],
},
code: {
maxComplexity: 10,
maxDuplication: 0.05,
requireTests: true,
minCoverage: 0.8,
},
deployment: {
requireSecurityReview: true,
autoBlockOnCritical: true,
gracePeriod: "7d",
},
};
return await mcp.call("snyk.createPolicy", {
org: orgId,
policy: policy,
});
}
}Through Snyk MCP, ByteBuddy can provide powerful security detection and remediation capabilities, making applications more secure and reliable.