ABOUT

Security for the AI era.

Scandar secures AI applications across the full development-to-production lifecycle — static analysis before deployment, runtime inspection in production.

Our Mission

AI integrations are powerful — but they introduce new attack surfaces that traditional security tools don't cover. Prompt injection, tool poisoning, credential theft, and data exfiltration are real threats that can compromise entire systems. We built Scandar to close that gap: scan AI artifacts before deployment, and monitor AI agents in production with in-process runtime inspection.

What We Do

Scandar combines offline pattern scanning with AI behavioral analysis to detect threats across 20+ categories. Our platform includes:

  • scandar-scan — 5 pre-deployment scanners: skills, MCP servers, configs, prompts, agent configs
  • scandar-guard — in-process runtime SDK for Anthropic, OpenAI, MCP, and LangChain
  • Support for 9 agent frameworks — CrewAI, LangChain, AutoGen, and more
  • AI Fix — auto-remediation powered by Claude
  • A verified marketplace for trusted AI skills
  • A CLI for CI/CD pipelines with offline scanning
  • Agent Security Reports for cross-cutting risk analysis
What We've Found

Across scans performed on the platform, here are the most common threats detected in the wild:

34%
Prompt Injection
Hidden instructions that override system prompts or manipulate LLM behavior.
28%
Missing Defenses
System prompts lacking injection protection, refusal boundaries, or scope limitations.
18%
Credential Exposure
Hardcoded API keys, tokens, and secrets in skill files and MCP server source code.
Team
BH
Ben Hart
Founder & CEO
Founded Scandar after the ClawHavoc incident exposed critical vulnerabilities in the AI agent ecosystem. Previously in security engineering, where he saw firsthand how fast AI tools ship — and how little security review they get. Built scandar-scan, scandar-guard, and Overwatch to close that gap.
Contact

General inquiries: hello@scandar.ai
Support: support@scandar.ai
Security: security@scandar.ai
Legal: legal@scandar.ai

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