List of the Top 3 Cybersecurity Software for PyPI in 2026

Google Cloud Platform (GCP) offers an extensive array of cybersecurity solutions aimed at securing cloud assets. These services encompass encryption, identity governance, and real-time threat monitoring. Tools such as Google Cloud Armor provide protection against DDoS attacks, while the Cloud Security Command Center delivers valuable security insights, enabling organizations to effectively secure their data and infrastructure. New users are welcomed with $300 in complimentary credits for experimenting, testing, and deploying workloads, allowing them to assess GCP's security capabilities and ensure their applications are well-protected. GCP’s security offerings are meticulously crafted to safeguard sensitive information throughout all layers of the cloud, from data storage to application deployment. Additionally, Google's layered security strategy features proactive measures, including automated security updates, vulnerability assessments, and management of access controls.

The leading edge cloud platform available today empowers developers, fosters customer connections, and facilitates business growth. Our innovative solution is crafted to enhance both your existing technology and your teams' capabilities. By moving data and applications closer to users at the network's edge, our platform significantly boosts the performance of your websites and applications. Fastly's highly customizable CDN enables you to tailor content delivery right where it's needed most. Users will appreciate having immediate access to the information they seek. Our robust Points of Presence (POPs), equipped with solid-state drives (SSDs), are strategically positioned in well-connected areas across the globe. This setup allows for extended caching periods, minimizing the need to retrieve data from the original source. Instant Purge and batch purging through surrogate keys enable rapid caching and invalidation of dynamic content, ensuring that you can always deliver up-to-date news, inventory levels, and weather updates. With such capabilities, your platform is not only efficient but also adaptable to ever-evolving user demands.

Koi is redefining enterprise software governance by securing every installable asset across the modern software supply chain. Whether it’s an extension, package, app, or AI model, Koi ensures that organizations gain complete visibility and control over what runs in their environments. Its proprietary Wings™ technology performs continuous marketplace scanning, evaluates publisher reputation across ecosystems, and compares promised functionality with actual code. By detecting vulnerabilities, secrets, and malware at the source, Koi provides a level of depth traditional surface scans cannot match. Each software component is dynamically risk-scored, and changes are tracked with every new version to maintain ongoing security. Teams can use these insights to create preventive policies, enforce custom or library-based rules, and block unsafe installs before they spread. Automated approvals make it easy to greenlight safe software quickly, ensuring business users can adopt tools without unnecessary bottlenecks. Risk reports, software publishing insights, and API-driven automation further integrate Koi into enterprise workflows. With certifications like ISO 27001 and SOC 3, Koi delivers compliance alongside advanced protection. Positioned as the first-ever supply chain gateway, Koi enables organizations to confidently embrace innovation while eliminating hidden marketplace risks.