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About

Bitdefender AI Guardian is a macOS security application for people who use autonomous AI agents, including developers and other technical users. It installs a local background service and command-line interface that checks agent activity against user-defined policies. The software inspects prompts, tool calls, MCP servers, installed skills and file access, and can allow, flag or block actions. It can scan skills and MCP servers, help keep credential paths away from agents, and record decisions in an encrypted local audit log for review. Users can also receive private direct-message alerts through a selected chat platform. In its beta, AI Guardian supports Claude Code, OpenClaw and Hermes Agent and is offered free for macOS; the company describes additional operating-system support as planned. It is intended to add controls around agent actions rather than replace an AI model, agent framework or conventional antivirus.

About

Snapper is an AI agent security platform designed to provide end-to-end governance and protection for organizations deploying AI agents across applications, networks, and systems. It delivers runtime enforcement by evaluating every agent action, including tool calls, API requests, and data access, before execution through a policy-driven rule engine with multiple enforcement layers. It offers unified visibility into AI usage by monitoring network traffic, browser activity, DNS, and processes to detect unauthorized tools and “shadow AI,” while also intercepting outbound LLM requests through SDK wrappers and a network proxy to evaluate, redact, and log sensitive data in real time. Snapper includes advanced threat detection capabilities that identify prompt injection, exploit chains, anomalous behavior, and multi-step attack patterns using behavioral baselines, kill chain tracking, and composite trust scoring.

Platforms Supported

Windows Not Supported
Mac Supported
Linux Not Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Developers and other technical users who run AI agents on macOS; the vendor also positions the beta for organizations securing agent activity.

Audience

Enterprise security and AI teams that need to monitor, control, and secure AI agents and LLM usage across their organization in real time

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

No images available

Screenshots and Videos

Pricing

$0
Free during the public beta; Bitdefender says early adopters will remain free afterward.
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Company Information

Bitdefender
Founded: 2001
Romania
ai.bitdefender.com/ai-guardian

Company Information

Snapper
United States
snapperprotect.com

Alternatives

Alternatives

AutoClaw

AutoClaw

Z.ai

Categories

AI Agent Security Supported

Categories

AI Agent Security Supported
AI Security Supported

Integrations

Model Context Protocol (MCP) Supported
OpenClaw Supported
Claude Code Supported
Cortex XSOAR Not Supported
Docker Not Supported
GitHub Not Supported
Helm Not Supported
Hermes Agent Supported
Kubernetes Not Supported
Microsoft Sentinel Not Supported
OpenAI Not Supported
PostgreSQL Not Supported
ServiceNow Not Supported
Splunk SOAR Not Supported

Integrations

Model Context Protocol (MCP) Supported
OpenClaw Supported
Claude Code Not Supported
Cortex XSOAR Supported
Docker Supported
GitHub Supported
Helm Supported
Hermes Agent Not Supported
Kubernetes Supported
Microsoft Sentinel Supported
OpenAI Supported
PostgreSQL Supported
ServiceNow Supported
Splunk SOAR Supported
Claim Bitdefender AI Guardian and update features and information
Claim Bitdefender AI Guardian and update features and information
Claim Snapper and update features and information
Claim Snapper and update features and information