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joergmichno/README.md

Jörg Michno

Software Developer · GenAI & AI Security

GitHub LinkedIn Location Shield Blog


I build security tools for AI agents, working at the intersection of Generative AI and Cybersecurity. Focus: making autonomous AI agents safer — from prompt injection detection to EU AI Act compliance scanning.

Key numbers: 225 detection patterns · 15 languages · F1=98.3% · <6ms latency · OWASP LLM+Agentic+MCP Top 10: 100% coverage · 33 security advisories filed (285k+ Stars reach)

Projects

🛡️ ClawGuard

Security Scanner for AI Agents

Python PyPI Tests F1 License

Real-time detection of prompt injection, jailbreaks, code injection, social engineering and data exfiltration. 225 patterns across 12 categories in 15 languages. Zero LLM dependency, <6ms latency.

Security Scanning REST API · Live →

Python API EU AI Act

REST API for AI security: 225 patterns, PDF compliance reports mapped to EU AI Act (Art. 9, 15, 17, 61). Free tier, Pro & Enterprise plans. Stripe payments, Docker-deployed.

uses: joergmichno/clawguard-action@v1

GitHub Action

CI/CD gate: scan prompts and MCP configs on every PR. Configurable severity thresholds, PR annotations, fail-on-critical.

pip install clawguard-mcp

PyPI MCP

MCP server for Claude Desktop, Cursor & Windsurf — security scanning directly in your editor. 5 tools, FastMCP + async.

SDKs & Ecosystem

Repo Description
🐍 Shield Python SDK pip install clawguard-shield — 3 lines to scan any prompt. Dataclass results, type hints, FastAPI & LangChain ready.
📦 Shield JS SDK npm install clawguard-shield — Zero deps, ESM+CJS+TS, full TypeScript support.
🧪 Prompt Lab Interactive Prompt Injection Playground — test 225 patterns in real time. Live →
📊 Project Manager Project dashboard with Gantt, Kanban & early warning system — Next.js 16, React 19, Tailwind CSS 4

Security Research

  • 33 security advisories filed across major open source projects (Google genai-toolbox, Notion MCP, Laravel, n8n, GhidraMCP, git-mcp, XcodeBuildMCP and more)
  • 285k+ combined Stars across affected repositories
  • Blog: 14 articles on prompt injection, MCP security, EU AI Act compliance
  • Registry Dashboard: 11,529 MCP servers scanned for security vulnerabilities

Building the security layer between AI agents and the real world.

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  1. clawguard clawguard Public

    Open-Source Prompt Injection Scanner for AI agents. 225 detection patterns, 15 languages, F1=98.3%. REST API, EU AI Act compliance mapping, <10ms latency.

    Python 5 1

  2. clawguard-shield clawguard-shield Public

    Security scanning REST API for AI agents. 225 patterns, EU AI Act compliance reports.

    Python

  3. clawguard-mcp clawguard-mcp Public

    MCP Server for ClawGuard Shield — security scanning via Model Context Protocol.

    Python

  4. clawguard-scan-action clawguard-scan-action Public

    ⚠️ DEPRECATED — Use joergmichno/clawguard-action@v1 instead. 200 patterns, 15 languages.

    Python

  5. clawguard-shield-python clawguard-shield-python Public

    ClawGuard Shield Python SDK.

    Python

  6. prompt-lab prompt-lab Public

    Interactive Prompt Injection Playground — 245 detection patterns, 15 languages. Test AI security in real time. Live at prompttools.co

    Python