Popular GitHub Repositories for Exposed

Whistleblower is a offensive security tool for testing against system prompt leakage and capability discovery of an AI application exposed through API. Built for AI engineers, security researchers and folks who want to know what's going on inside the LLM-based app they use daily

A simple to use Ollama autocompletion engine with options exposed and streaming functionality

Scan GitHub for exposed Anthopic API Keys

Agile Kanban board backed by SQLite and exposed via the Model Context Protocol (MCP). Lets LLMs read, comment on, and work on tasks. Fully compatible with clients like Roo, Cursor, Control, and Cline. Drop it into any project to enable human–AI collaboration on delivery workflows.

This project employs CNN and transformer models for semantic segmentation of building damage in Mexico City's 2017 earthquake, using annotated imagery to identify features like cracks and exposed rebar.

A Python and Azure workshop to look for faces in photos and store the resutls in Cosmos DB, exposed via a Flask app

dorks for all ai chatbots leaked chat ( chatgpt, google, kimi, qwen, mistral, grok, meta, perplexity, stepfun, GLM ( Zhipu AI) )

AG2A: AutoGen Agent-to-Agent - A library for AutoGen (AG2) agents with MCP capabilities exposed as A2A agents

A powerful, multi-threaded scanner designed for bug bounty hunters and penetration testers to detect exposed or sensitive paths hidden via robots.txt. Supports HTTP/2, advanced 401/403 bypass techniques, multiple HTTP methods, and outputs in JSON/CSV formats.

Find the world's publicly exposed Chromecasts.

Developed a sentiment analysis tool that uses the Mistral AI model, deployed locally via Ollama, and exposed through a FastAPI server with a Streamlit frontend.

Prolog Knowledge Base for RL project exposed via Python REST APIs

A Retrieval-Augmented Generation (RAG) system providing guideline answers, powered by local LLM via Ollama and exposed as a FastAPI.

This sample demonstrates a conversational agent built with LlamaIndex Workflows and exposed through the A2A protocol. It showcases file upload and parsing, conversational interactions with support for multi-turn dialogue, streaming responses/updates, and in-line citations.