The request asks what to use for a security review. The strongest matches are products whose sources show a security-review or vulnerability-scanning capability: GitHub's AI-powered security scanner, Trail of Bits' security review skills, Semgrep's SAST platform, and Sentry's security-review action. Sources for Google and Docker show no security-review capability on their own pages, so they are not included as alternatives.
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GitHubgithub.comverified and signed
AI-powered codebase security scanner that reasons about code like a security researcher, tracing data flows, exposed through a security-review action 2.
official:MCP server · @github/mcp-registrySDK · @github/copilot-sdklibrary · CodeQL: StubCLI · specifyrepository · copilot-engine-sdk+2,577 community tools built for it
for agents: security-review · ai-prompt-engineering-safety-review · sql-code-review
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Semgrep App Security Platformsemgrep.devverified and signed
Application security platform scanning source code with SAST, SCA and secrets detection, with a code-security guidelines action for reviewing code for vulnerabilities 7.
+4 community tools built for it
for agents: code-security · semgrep · llm-security
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Sentrysentry.ioverified and signed
Application performance monitoring and error tracking with a security-review action that runs security code review for vulnerabilities 1.
official:MCP server · @sentry/mcp-serverSDK · @sentry/nodelibrary · debugidCLI · sentry-clipackage · @sentry/junior-amplitude+49 community tools built for it
for agents: security-review · code-review · django-access-review
Sources
- 1Sentry Docs | Application Performance Monitoring & Error Tracking Softwaredocs.sentry.io · read 2026-10-29
- 2GitHub · Change is constant. GitHub keeps you ahead. · GitHub · GitHubgithub.com · read 2026-10-29
- 4Trail of Bits: Security Research, Audits, and Toolstrailofbits.com · read 2026-10-29
- 7Semgrep App Security Platform | AI-assisted SAST, SCA and Secrets Detectionsemgrep.dev · read 2026-10-29
For agents: the 10 actions behind this answer
security-review · security-review verified and signed
Security code review for vulnerabilities. Use when asked to "security review", "find vulnerabilities", "check for security issues", "audit security", "OWASP review", or review code for injection, XSS, authentication, authorization, cryptography issues. Provides systematic review with confidence-base
security-review · security-review verified and signed
AI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, understanding component interactions, and catching vulnerabilities that pattern-matching tools miss. Use this skill when asked to scan code for security vulnerabilities, find bugs, check for
mantis-plan · mantis-plan verified and signed
Formulates a targeted defensive security reviewing plan based on the active threat model and historical learnings. Use when starting a security review campaign to map the codebase boundaries and generate a roadmap (workspace/plan.json). Don't use for executing code reviews, writing test scripts, or
c-review · c-review verified and signed
Performs comprehensive C/C++ security review for memory corruption, integer overflows, race conditions, and platform-specific vulnerabilities. Use when auditing native C/C++ applications, reviewing daemons or services for memory safety, or hunting integer overflow / use-after-free / race conditions
run_ash_scan · automated-security-helper found in code, not yet checked
Start a security scan and return immediately.
pr-review · pr-review verified and signed
Review PyTorch pull requests for code quality, test coverage, security, and backward compatibility. Use when reviewing PRs, when asked to review code changes, or when the user mentions "review PR", "code review", or "check this PR".
code-security · code-security verified and signed
Security guidelines for writing secure code. Use when writing code, reviewing code for vulnerabilities, or asking about secure coding practices like 'check for SQL injection' or 'review security'. IMPORTANT: Always consult this skill when writing or reviewing any code that handles user input, authen
code-review · code-review verified and signed
Reviews code changes for bugs, security issues, and quality problems
sonarqube · sonarqube verified and signed
Automatically enforce SonarQube code quality and security in the agent coding loop — 7,000+ rules, secrets scanning, agentic analysis, and quality gates across 40+ languages. PostToolUse hooks run analysis after every file edit. Pre-tool secrets scanning prevents 450+ patterns from reaching the LLM.
GitHub Actions Security Review · AISkills402 verified and signed
Reviews ONE GitHub Actions workflow file (YAML) for the five mistakes that let an outsider run code or read secrets in your pipeline, and lists only those, one line each with a fixed code, the place, why it is dangerous and the fix - or exactly No findings. It catches text from an issue, pull reques
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.