hexstrike-ai
★ 13.0k
vs
assay
★ 13
hexstrike-ai vs assay
hexstrike-ai: HexStrike AI MCP v6.0 is an advanced AI-powered penetration testing framework featuring over 150 security tools and 12+ autonomous AI agents. It utilizes a multi-agent architecture with intelligent decision-making, vulnerability intelligence, and a modern visual engine for comprehensive cybersecurity automation.; assay: Assay provides an open, recomputable evidence profile for privileged AI agent tool actions, enforcing policies deterministically and fail-closed. It records decisions, observations, and unproven claims into tamper-evident bundles for offline verification and security auditing.
01
TL;DR
hexstrike-aiSecurity & Safety · ★ 13.0k
When to choose:
- You conduct automated penetration testing, bug bounty recon, or security audits and want AI agents to orchestrate 150+ professional cyber tools.
- You want to bridge LLMs with real offensive security workflows covering network scanning, web exploitation, cloud security, and OSINT.
When to skip:
- You do not have explicit written authorization on target networks (strictly respect legal and ethical penetration testing policies).
- Your focus is purely binary reverse engineering and decompilation (ghidra-mcp or ida-pro-mcp are purpose-built for reversing).
assaySecurity & Safety · ★ 13
Generating small, reviewable CI artifacts for bounded auditability from existing evaluation outputs, runtime decisions, or MCP tool-call tests.
02
Side-by-Side Comparison
Field
hexstrike-aiassayCategory
Security & Safety
Security & Safety
Stars
★ 13.0k
★ 13
License
MIT
MIT
Install Command
git clone https://github.com/0x4m4/hexstrike-ai.git
curl -fsSL https://getassay.dev/install.sh | sh
Updated
2mo ago
1d ago
Open Source
Yes
Yes
Tags
AI, Cybersecurity, Penetration Testing
AI Agent Security, Tool Call Enforcement, Evidence Auditing
03
Features
hexstrike-ai01Over 150 professional security tools for diverse assessments.
0212+ autonomous AI agents for specialized cybersecurity tasks.
03Intelligent decision engine for optimal testing strategies and adaptation.
04Multi-agent architecture enabling collaborative and comprehensive operations.
05Modern visual engine for real-time dashboards and vulnerability reporting.
assay01Deterministic, fail-closed policy enforcement for tool calls, including optional kernel-level enforcement on Linux.
02Generates offline-verifiable, tamper-evident evidence bundles for audit and replay, integrated with CI without a hosted backend.
03Classifies claims by their trust basis (verified, self_reported, inferred, absent) to ensure honesty and prevent claims from exceeding observed facts.
04Policy gate (`assay mcp wrap`) for pre-execution allow/deny decisions on privileged tool calls, with clear reasons.
05Integrates with CI/CD pipelines via GitHub Actions and SARIF, enabling policy gates on pull requests and security-tab integration.
04
Use Cases
hexstrike-ai↳Automated penetration testing and security assessments.
↳Support for bug bounty hunting and vulnerability discovery.
↳Assistance in Capture The Flag (CTF) challenges.
assay↳Generating small, reviewable CI artifacts for bounded auditability from existing evaluation outputs, runtime decisions, or MCP tool-call tests.
↳Processing Promptfoo JSONL output from CI evaluations to produce evidence receipts and verified bundles.
↳Auditing and enforcing policies on MCP (Multi-Modal Command Protocol) tool calls, providing an allow/deny audit trail and observed-behavior evidence.
↳Implementing GitHub PR gates based on Trust Basis diffs and policy status, with SARIF/JUnit-ready output.
↳Generating inventory receipts and verified bundles from CycloneDX ML-BOM model components for model inventory and provenance.
FAQ
FAQ
What is the difference between hexstrike-ai and assay?
Both hexstrike-ai and assay are in the Security & Safety category. hexstrike-ai has 13.0k stars, while assay has 13 stars.
Which is better, hexstrike-ai or assay?
The best choice depends on your use case. Choose hexstrike-ai if Automated penetration testing and security assessments., and assay if Generating small, reviewable CI artifacts for bounded auditability from existing evaluation outputs, runtime decisions, or MCP tool-call tests..
Is hexstrike-ai free or open source?
Yes, hexstrike-ai is open source on GitHub (MIT).
Is assay free or open source?
Yes, assay is open source on GitHub (MIT).
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