AgentIndex icon
AgentIndex
guardana logo
guardana
★ 251
vs
agent-security-scanner-mcp logo
agent-security-scanner-mcp
★ 124

guardana vs agent-security-scanner-mcp

guardana: Guardana is an open-source tool for AI security verification, scanning model artifacts, probing live endpoints, and analyzing recorded agent traces. It produces reproducible evidence and a measured verdict, enabling comparison of releases against accepted baselines for continuous security assurance.; agent-security-scanner-mcp: This is a comprehensive security scanner designed for AI coding agents and autonomous assistants. It performs static analysis to detect code vulnerabilities, identifies hallucinated packages, and protects against prompt injection attacks.

01

TL;DR

guardana logo
guardanaSecurity & Safety · ★ 251

Integrate into CI/CD pipelines as a security gate

Read guardana full review →
agent-security-scanner-mcp logo
agent-security-scanner-mcpSecurity & Safety · ★ 124

Real-time Code Security: Scan and automatically fix vulnerabilities in code files immediately after writing or editing.

Read agent-security-scanner-mcp full review →
02

Side-by-Side Comparison

Field
guardana logoguardana
agent-security-scanner-mcp logoagent-security-scanner-mcp
Category
Security & Safety
Security & Safety
Stars
★ 251
★ 124
License
Apache-2.0
MIT
Install Command
pip install guardana-cli
npm install -g agent-security-scanner-mcp && pip install pyyaml
Updated
2d ago
5d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Security, LLM Security, Software Supply Chain
AI Security, Code Analysis, Vulnerability Scanner
03

Features

guardana logoguardana
01Static and offline verification of model and code artifacts
02Active security checks against deployed AI systems and agents
03Analysis of recorded AI agent traces and OpenTelemetry spans
04Continuous monitoring and comparison of security baselines
05Extensible with custom security rules, evaluators, and targets
agent-security-scanner-mcp logoagent-security-scanner-mcp
01Advanced Code Vulnerability Scanning: Utilizes AST and taint analysis with 1700+ rules across 12 languages to detect a wide range of security flaws.
02Automated Vulnerability Fixing: Provides 120 auto-fix templates to remediate identified security vulnerabilities efficiently.
03AI Package Hallucination Detection: Identifies AI-generated fake package names across 7 ecosystems to prevent malicious dependency installation.
04Prompt Injection Protection: Scans AI agent prompts for malicious instructions and injection attempts using 56 specialized rules.
05Seamless AI Client & CI/CD Integration: Offers deep integration with popular AI coding agents and supports CI/CD workflows with SARIF output.
04

Use Cases

guardana logoguardana
↳Integrate into CI/CD pipelines as a security gate
↳Generate SARIF reports for GitHub code scanning
↳Use as a pre-commit hook for local development
↳Embed security assertions directly into Python tests
↳Scheduled active probing for continuous production monitoring
agent-security-scanner-mcp logoagent-security-scanner-mcp
↳Real-time Code Security: Scan and automatically fix vulnerabilities in code files immediately after writing or editing.
↳Dependency Verification: Check new package names against known registries to prevent installation of AI-hallucinated or malicious dependencies.
↳Secure AI Agent Interactions: Guard against prompt injection and malicious instructions when AI agents process external or untrusted input.
↳CI/CD & PR Security: Incorporate into CI/CD pipelines and pull request reviews for automated scanning of code changes and project audits.
FAQ

FAQ

What is the difference between guardana and agent-security-scanner-mcp?
Both guardana and agent-security-scanner-mcp are in the Security & Safety category. guardana has 251 stars, while agent-security-scanner-mcp has 124 stars.
Which is better, guardana or agent-security-scanner-mcp?
The best choice depends on your use case. Choose guardana if Integrate into CI/CD pipelines as a security gate, and agent-security-scanner-mcp if Real-time Code Security: Scan and automatically fix vulnerabilities in code files immediately after writing or editing..
Is guardana free or open source?
Yes, guardana is open source on GitHub (Apache-2.0).
Is agent-security-scanner-mcp free or open source?
Yes, agent-security-scanner-mcp is open source on GitHub (MIT).
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