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HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

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[EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

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NucleiFuzzer is a robust automation tool that efficiently detects web application vulnerabilities, including XSS, SQLi, SSRF, and Open Redirects, leveraging advanced scanning and URL enumeration techniques

  • nuclei
  • nuclei-templates
  • fuzzing-templates
  • nucleifuzzer

TurboQuant: Near-optimal KV cache quantization for LLM inference (3-bit keys, 2-bit values) with Triton kernels + vLLM integration