Supported Frameworks

Inkog detects vulnerabilities across 12+ AI agent frameworks with consistent results, powered by our Universal IR architecture.

Feature Support Matrix

All frameworks support the same vulnerability detection through Inkog’s Universal IR. Here’s the feature breakdown:

Legend:

• Scan - Full vulnerability detection (25+ patterns)
• AGENTS.md - Governance manifest validation
• Compliance - EU AI Act, NIST, OWASP, ISO 42001 mapping
• Topology - Agent workflow graph generation

Code-First Frameworks

Build agents programmatically with full control over behavior and logic.

No-Code / Low-Code Platforms

Visual builders and workflow automation tools with JSON/YAML configurations.

Enterprise Platforms

Official SDKs and enterprise-grade agent frameworks.

RAG Frameworks

Retrieval-Augmented Generation frameworks for knowledge-enhanced agents.

Universal IR Architecture

Unlike tools that require separate parsers per framework, Inkog uses a Universal Intermediate Representation (Universal IR):

Your Code → Framework Adapter → Universal IR → Pattern Detection → Findings

Benefits:

• Write once, detect everywhere - Same detection rules work across all frameworks
• Consistent results - Identical vulnerabilities produce identical findings
• Future-proof - Adding new frameworks only requires an adapter, not rewriting detection logic

Learn more about the Universal IR architecture →

Detection Coverage

All frameworks receive the same comprehensive security analysis:

Request Framework Support

Don’t see your framework? Open an issue on GitHub  or contact us at support@inkog.io.