A.I.G (AI Infra Guard) vs NudgeForMe: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of A.I.G (AI Infra Guard) and NudgeForMe — 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.
NudgeForMe
Snoooz
AI follow-up assistant that scans your sent email for quiet deals, proposals, and approvals — and drafts the next nudge inside your mailbox.
Key features
- Sent-Thread Scanning: Reviews your sent folder for open loops rather than waiting for you to create reminders.
- Open-Loop Detection: Filters for proposals, intros, invoices, approvals, support issues, and scheduling threads that never got a reply.
- Draft-First Workflow: Creates follow-ups as real drafts on the original thread in Gmail or Outlook — you always approve before anything sends.
- Optional Autopilot: Enable automatic draft creation and, if you choose, automatic sending after Nudge earns your trust.
- Reply-Aware Stop: Automatically stops watching a thread the moment the other side replies, so no double follow-ups.
- Custom Writing Controls (Pro): Feed Nudge your voice, tone, and length rules; optionally include prior attachments in the follow-up.
- Broad Mailbox Support: Works with Gmail, Google Workspace, Outlook, Microsoft 365, Yahoo, iCloud, and generic IMAP mailboxes.
- Noise Filtering: Skips out-of-office, already-replied, and don't-follow-up threads before drafting.
Best for
- Sales & Founders: Revive quiet deals, demos, pricing threads, investor intros, and partnership conversations after your last message.
- Customer Success: Follow up on onboarding, renewals, and open questions before they disappear into the sent folder.
- Agencies & Consultants: Chase client sign-offs, files, feedback, and invoice updates without manually searching threads.
- Recruiters: Nudge candidate replies, interview scheduling, offers, and hiring-manager decisions.
- Small Business Owners: Recover missed opportunities without adopting a full CRM or reminder tool.