Best AI Safety & Guardrails Tools & Software in 2026 (Free & Paid)

Permit.io delivers real-time, fine-grained authorization for AI agents, humans, and services—securing every action across apps, APIs, and data.

31.33%

|

66.5K

|

5.0

DKnownAI Guard is an AI agent security API that detects prompt injection and manipulation attempts while preserving legitimate agentic workflows through intelligent four-level risk classification.

Evidently AI is an open-source LLM evaluation and observability platform that ensures your AI applications are safe, reliable, and production-ready through automated testing and continuous monitoring.

13.31%

|

166.8K

|

5.0

Kaspersky delivers award-winning, all-in-one cybersecurity for home users with real-time threat protection, identity safeguards, and seamless multi-device coverage.

31.12%

|

8.9M

|

5.0

Kong AI Gateway is the unified platform for securely managing, governing, and monetizing AI agents and LLM traffic alongside traditional APIs.

24.76%

|

316.5K

|

5.0

Wald.ai makes it easy and safe for businesses to use top AI assistants, protecting sensitive data with encryption, DLP, and compliance tools.

62.09%

|

5.5K

|

3.0

Aptori is an AI-driven application security platform that detects, prioritizes, and fixes vulnerabilities in code and APIs. It automates compliance and speeds up secure releases, helping teams build safer software faster.

71.06%

|

4.8K

|

3.0

Future AGI is a powerful AI evaluation and optimization platform that helps businesses build trustworthy, accurate, and responsible AI applications faster. It supports multiple data types and integrates easily with your existing tools.

26.60%

|

81.6K

|

5.0

Checkstep offers a simple, fast, and reliable AI content moderation platform that helps you protect your users and moderators. It supports multiple content types, automates compliance, and scales easily to fit your needs.

50.48%

|

15.4K

|

4.0

Mobb is the AI-powered security sidekick for developers, automating vulnerability fixes so you can code faster and safer. No more security bottlenecks—just clean, secure code.

53.44%

|

8.5K

|

3.0

Cyera is the fastest-growing data security platform, built AI-first to protect your data across clouds, apps, and AI tools. Discover, classify, and secure data—fast.

39.14%

|

129.5K

|

5.0

ModelOp is the leading AI governance platform for enterprises, offering automated controls, real-time reporting, and compliance for generative AI, LLMs, and traditional models.

46.72%

|

15.0K

|

4.0