A.I.G (AI Infra Guard) vs Remaker: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of A.I.G (AI Infra Guard) and Remaker — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
A.I.G (AI Infra Guard)
Tencent Zhuque Lab
Tencent's open-source AI red teaming platform for scanning agents, agent skills, MCP servers and AI infrastructure, plus LLM jailbreak evaluation.
Key features
- Agent Skills Scan: Audits agent skill packages against a nine-category risk taxonomy aligned with the public SkillTrustBench T01-T09 classification, including detection of .pyc bytecode bypasses and charset smuggling.
- MCP Server Scan: Inspects MCP servers for threats such as tool poisoning, credential exfiltration and command injection, with tool whitelisting to prevent remote code execution during dynamic scanning.
- AI Infrastructure Vulnerability Scanning: Checks deployed AI components against a library that has grown to roughly 130 components and over 2,000 CVE rules, covering frameworks such as llama.cpp.
- Jailbreak Evaluation: Runs single-turn jailbreak operators plus multi-turn attack techniques including Many-Shot, PAIR, GOAT and ActorAttack to measure a model's resistance.
- Agent Scan with OWASP Coverage: Assesses running agents using OWASP-derived skills and web exfiltration detection, with a dedicated agent red team skill for comprehensive assessment.
- Standalone Scanner CLIs: skill-scan, mcp-scan and agent-scan each install as an independent command-line tool so scans can be wired directly into enterprise CI/CD pipelines.
- Docker Deployment with Web UI: Deploy the full platform with Docker on 4GB+ RAM and reach the web interface at localhost:8088, or use a one-click install script or a source build.
- AI Security Skill Market: A catalog of official security scanning skills, with the frontend fully open-sourced and integration available from OpenClaw chat via the aig-scanner skill.
Best for
- Pre-Deployment Agent Audit: Scan an internally built agent and its skill bundle for prompt injection, exfiltration and privilege risks before it is released to staff.
- MCP Supply Chain Review: Vet third-party MCP servers for tool poisoning and credential exfiltration before connecting them to production assistants.
- CI/CD Security Gate: Run skill-scan as a standalone CLI on every pull request so risky agent skills fail the build rather than shipping.
- Model Safety Benchmarking: Measure how a deployed LLM holds up against single and multi-turn jailbreak techniques before and after guardrail changes.
- AI Infrastructure Patch Triage: Inventory AI serving components and match them against the CVE rule library to prioritise which hosts need patching.
- Security Research and Reporting: Use the open scan engines and SkillTrustBench alignment as a reproducible basis for internal or published AI security research.
Remaker
Remaker AI
Web-based AI image editor for upscaling, background removal, and automated photo enhancement.
Key features
- Background Removal: Automatically detects subjects and removes or replaces backgrounds using edge-aware matting to produce clean transparent PNGs for ecommerce and design workflows.
- Image Upscaling: Increases image resolution while preserving and reconstructing fine details and textures to reduce pixelation for prints and high-resolution displays.
- Noise Reduction and Sharpening: Applies ML-driven denoising and adaptive sharpening to restore clarity in low-light or compressed images while minimizing artifacts.
- Batch Processing: Process multiple images in a single job to apply consistent edits (background removal, upscaling, format conversion) and save time on large datasets.
- Format Conversion and Export: Export optimized image formats for web and print, with options for compression, color profile, and transparent backgrounds.
- Browser-Based Editor: Web UI with live previews, basic cropping/resize controls, and undo/redo so users can iterate quickly without local software installs.
- Image Upscaling (resolution enhancement)
- Background Removal / Erasing
- AI-driven automatic image edits to reduce manual work
- All-in-one editor supporting multiple image-related tasks
- Web-based, cloud-processed editing (implied)
Best for
- Ecommerce Product Photos: Remove backgrounds and upscale product images for marketplace listings to create consistent, high-quality catalog images.
- Photographer Print Preparation: Upscale and denoise client photos to meet print resolution requirements while preserving detail for enlargements.
- Social Media Content Creation: Rapidly enhance and export images optimized for platforms (Instagram, TikTok, Facebook) with background edits and sharpening.
- Marketing Asset Production: Create ad creatives with transparent backgrounds, consistent look across batches, and formats ready for digital campaigns.
- Image Restoration and Archiving: Clean and improve scanned or compressed legacy photos by reducing noise and reconstructing lost detail for archives.
- E-commerce product image preparation (background removal, upscaling)
- Social media content creation and optimization
- Photographer quick-enhancement workflows
- Marketing collateral and ad creative production
- Batch editing for content teams