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

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

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

🌐 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

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 in development environments.

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.

This MoonAI API service built with FastAPI that calculates and provides detailed Moon and Sun astronomical data based on user input such as date, latitude, longitude, elevation, and timezone.

The Martian Habitat Pathfinder project aims to identify and evaluate potential habitat locations on Mars by analyzing topographical data, environmental conditions, and resource availability.

A collection of python design pattern examples and documentation. Also converted into Markdown format and setup for easy RAG consumption.

LangChain and LangGraph Hands-on Tutorial: 20+ practical use cases progressing from basic concepts to advanced agent architectures

DeepDive AI - PaperInsight is an innovative tool that enables users to upload AI research papers in PDF format, ask questions, and receive context-aware insights. Streamline your research process and unlock valuable information effortlessly!

A very simple Python API to control access to a LLM or an AI model.

An open-source knowledge management system that converts unstructured text into a graph database with automatic relationship discovery and semantic search. Built with JanusGraph and Milvus, designed to work with both commercial and local AI models. Currently in alpha development.

Documentation analyzer agent that evaluates technical content quality using readability metrics and LLM analysis. Provides actionable insights for improving developer documentation with priority-based suggestions and comprehensive scoring.