dify
MCPNOASSERTION
Open-source LLM app development platform for building AI workflows, RAG pipelines, and agents.
153k·LLM Ops·Open source
VulnClaw
MCPOpen sourceAI-driven penetration testing CLI that automates the full pentest workflow via natural language, MCP tools, and LLM agen
3.2kMIT
基于 AI Agent + MCP 工具链 + 渗透 Skill 编排， 配合大语言模型， 自然语言输入 → 自动完成「信息收集 → 漏洞发现 → 漏洞利用 → 报告生成」全流程。
Pros
- +Automates full pentest lifecycle from recon to report generation
- +Supports 14 LLM providers including local Ollama
- +Includes 50 specialized skills and evidence-based anti-hallucination gates
- +Offers CLI, TUI, and Web UI modes with Docker support
Cons
- −Requires LLM API keys or subscription, adding cost
- −Designed for authorized testing only; misuse risk
- −Complex setup for custom MCP services like Burp or Chrome DevTools
Target audience: Security professionals, penetration testers, and CTF players seeking AI-assisted automation for authorized security assessments.
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