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0-day malware detection for binaries, source & scripts (that doesn't suck)

Rust ◇ malware-analysis Apache-2.0
★117STARS
⑂6FORKS
!2ISSUES
🏆#10,151GLOBAL RANK
🔥4DAYS TRENDING
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Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#946

MOST-STARRED Rust

Window7 days30 days90 days
Stars gained+7+10+90
Per day111
Forks gained+1+3+10

scan gained 10 stars in the last 30 days, about 1 a day, and now has 117. It is about 1 year old and has averaged roughly 117 stars a year. It ranks #946 among Rust repositories and #10,151 across all languages on GitHubRepo.

Trending Record

scan has maintained a continuous presence across global trending indexes, peaking at #7093. Below is the 30-day activity profile:

💡 Overview

scan is an open-source project written in Rust: 0-day malware detection for binaries, source & scripts (that doesn't suck).

Engineered for speed, consistency, and developer ease, it solves common hurdles in malware-analysis, malware-analyzer, malware-detection. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Rust for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ cargo install scan

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Rust toolchain (rustc / cargo >= 1.70)

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

scan coordinates its core functionality through a modular Rust pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.

🎯 Production Use Cases

Autonomous AI Agents

Orchestrate intelligent workflows and tool-calling routines with scan.

Model Inference & Prompting

Integrate fast, local or cloud-hosted generative AI models directly into production code.

Context Memory & RAG

Augment language models with dynamic vector retrieval and structured project memory.

Developer Productivity

Automate repetitive engineering tasks, code generation, and test creation using AI agents.

🚀 Getting Started

1

Install scan using your package manager: `cargo install scan`

2

Initialize your project workspace or configuration file for scan.

3

Import scan into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `scan --help` to verify successful setup.

👍 Strengths

Active community backing with 117 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Rust for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Rust and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 Who Should Use This

Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

atomdrift-project/scan is currently ranked #10,151 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#10,114 danielharan/semantic-menu Ruby ★ 118 Compare ↗
#10,114 mdarby/restful_acl Ruby ★ 118 Compare ↗
#10,114 quarkiverse/quarkus-flow Java ★ 118 Compare ↗
#10,114 zmz125000/LocalViewer Kotlin ★ 118 Compare ↗
#10,114 simonro/edge-scanner Python ★ 118 Compare ↗
#10,151 atomdrift-project/scan This Project Rust ★ 117
#10,151 cramt/m365-copilot-proxy TypeScript ★ 117 Compare ↗
#10,151 HuangZeLinCute/CourtMind Python ★ 117 Compare ↗
#10,151 NaiveAI-Labs/Naive-N0.5-Flash Python ★ 117 Compare ↗
#10,151 nathaninline/ajean Go ★ 117 Compare ↗
#10,151 fazer-ai/agents TypeScript ★ 117 Compare ↗

Frequently Asked Questions

What does scan do? +

0-day malware detection for binaries, source & scripts (that doesn't suck)

What language is scan written in? +

The primary language is Rust. Topics include: malware-analysis, malware-analyzer, malware-detection, malware-detector, malware-scanner.

Is scan actively maintained? +

Yes, the last recorded push was on Sep 29, 2026 with 2 open issues being tracked.

How many stars does scan have? +

scan has 117 stars and 6 forks on GitHub.

How does scan rank among GitHub repositories? +

With 117 stars, atomdrift-project/scan is ranked #10,151 globally across all repositories tracked on GitHubRepo and #946 among Rust projects.

What license is scan distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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