List of the Top 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.

Palo Alto Networks Cortex Agentic Endpoint Security (AES) is an AI-native endpoint security platform developed to protect organizations from threats introduced by autonomous AI agents, developer tools, and dynamically executed software. The solution extends traditional endpoint protection by providing visibility into non-binary software components and AI systems operating with access to enterprise devices and resources. Its discovery capabilities identify AI coding agents, local language models, browser extensions, IDE plugins, Model Context Protocol servers, and open-source software packages. The platform detects unauthorized or unmanaged AI applications and maintains an inventory of software components that may create security exposures. Its AI Context Graph analyzes relationships between agents, tools, permissions, software dependencies, and sensitive resources to provide contextual risk assessments. Continuous risk evaluation helps security teams identify vulnerable packages, excessive permissions, malicious extensions, and potential software supply chain threats. Governance capabilities include configurable security policies, automated guardrails, application controls, and removal of insecure software components. Runtime protection monitors agent actions and can intercept unauthorized tool execution, malicious downloads, and potentially destructive operations before they reach the host system. Integration with Prisma AIRS provides additional protection against prompt injection, unsafe AI interactions, malicious URLs, and potential data exfiltration. Cortex AES can operate as a standalone solution, integrate directly with Cortex XDR, or extend protection alongside compatible third-party endpoint detection and response platforms.