A.I.G (AI Infra Guard) vs Yap: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of A.I.G (AI Infra Guard) and Yap — 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.
Yap
Frigade
Fast, private, open-source voice dictation for macOS that turns speech into text anywhere you can type, fully on-device.
Key features
- On-Device Transcription: Runs on Apple's on-device Speech framework so audio and transcripts never touch the network.
- Global Shortcut: One rebindable hotkey to start and stop dictation from any application on macOS.
- Pastes Into Focused Field: Text lands in whatever field you were in, whether Terminal, browser, chat app, or code editor.
- Works Offline: No network code at all, so you can dictate on a plane or with no signal.
- Local Searchable History: Every transcript is saved on the Mac and searchable for reuse.
- Homebrew Install: Distributed via Frigade's Homebrew tap for a one-command install on Apple Silicon Macs.
- MIT Open Source: Source code is on GitHub under the MIT license so you can audit or fork it.
- Private by Default: No account, no API key, no telemetry, and no audio leaving the machine.
Best for
- Prompting Coding Agents by Voice: Dictate longer prompts into Claude Code, Cursor, or ChatGPT without typing.
- Fast Slack and Email Drafting: Fire off Slack messages and emails hands-free while multitasking.
- Offline Dictation on Travel: Dictate notes on a flight or in a low-connectivity environment with no cloud dependency.
- Terminal Dictation: Speak commit messages or long shell commands directly into a terminal window.
- Privacy-Sensitive Writing: Dictate confidential notes, medical, or legal content that must never leave the machine.
- Everyday macOS Productivity: Replace typing in browsers, chat apps, and note-taking apps with voice for anyone who prefers speaking.