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.

A discovery and compression tool for your Python codebase. Creates a knowledge graph for a LLM context window, efficiently outlining your project | Code structure visualization | LLM Context Window Efficiency | Static analysis for AI | Large Language Model tooling #LLM #AI #Python #CodeAnalysis #ContextWindow #DeveloperTools

An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.

A lightweight tool to optimize your Javascript / Typescript project for LLM context windows by using a knowledge graph | AI code understanding | LLM context enhancement | Code structure visualization | Static analysis for AI | Large Language Model tooling #LLM #AI #JavaScript #TypeScript #CodeAnalysis #ContextWindow #DeveloperTools

Advanced reverse engineering platform combining traditional static analysis with AI-powered insights. Supports multiple decompilers (Ghidra, IDA Pro, Binary Ninja), automated function analysis, and interactive web visualization for comprehensive binary analysis workflows.

A lightweight tool to optimize your C# project for LLM context windows by using a knowledge graph | Code structure visualization | Static analysis for AI | Large Language Model tooling | .NET ecosystem support #LLM #AI #CSharp #DotNet #CodeAnalysis #ContextWindow #DeveloperTools

A discovery and compression tool for your Java codebase. Creates a knowledge graph for a LLM context window, efficiently outlining your project #LLM #AI #Java #CodeAnalysis #ContextWindow #DeveloperTools #StaticAnalysis #CodeVisualization

An MCP server that enables MCP clients like Claude Desktop to interact with data from protocols.io.

Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semantic search. Includes MCP server for seamless AI assistant integration.

🌐 OpenCrawl: An ethical, high-performance web crawler built for scale A powerful web crawling library that respects robots.txt and rate limits while leveraging Kafka for high-throughput data processing. Built with ethics and efficiency in mind.

MCP server for Microsoft Sentinel. Enables access to Sentinel logs, incidents, analytics, and Entra ID data via a modular, queryable interface. Strictly non-production. Designed for use with Claude and other LLMs.

A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management. Enables LLMs to fetch PR details, analyse diffs, manage issues, and handle releases through a standardised interface

This repository contains a modular, scalable chatbot system leveraging LLMs (Large Language Models) with a microservices architecture. The chatbot is built for retrieval-augmented generation (RAG), enabling intelligent, context-aware responses.

RotinaPy: Simplify your daily life and maximize productivity with an integrated app for task management, study tracking, flashcards, and more. Built with Streamlit and Python.

GPU - vector DB - AI-powered document processing platform for financial services. Features intelligent question answering, multi-format document support (PDF, DOCX, Excel), vector search with Qdrant, and multiple LLM integrations (OpenAI, Gemini, GROQ). Built with FastAPI, optimized for performance with parallel processing and advanced RAG

🤖 Advanced multi-agent orchestration framework built with LangGraph - Coordinate specialized AI agents for autonomous development, research, testing, and documentation workflows with intelligent task routing and real-time collaboration

Hexel is an AI-native OS enabling autonomous decision-making and multi-agent collaboration across various deployments.

The AI Examiner System you've described is clearly centered on leveraging the reasoning and structured output capabilities of Large Language Models (LLMs) for a robust academic assessment tool.

An AI-powered vulnerability management platform that automates security assessment and patch prioritization using Google Gemini. This system transforms traditional vulnerability management by parsing Nmap XML scan results and providing intelligent remediation recommendations through NLP.

A text-based role-playing game with AI-powered NPC dialogue, built with Python and Mistral 7B via llama.cpp.