VkRunner is a Vulkan shader testing tool based on Piglit's shader_runner, aiming to support test scripts as similar as possible to Piglit's shader_test format. It supports writing shaders in GLSL or SPIR-V and provides a rich set of test commands to verify shader behavior, including drawing, computing, and probe detection functions.

The Hyperbolic GPU MCP Server is a tool for interacting with the Hyperbolic GPU cloud, allowing agents and LLMs to view, rent GPUs, and run GPU-accelerated workloads via SSH connections.

The Hyperbolic GPU MCP server is a Node.js - based tool that allows users to manage and rent GPU resources on the Hyperbolic cloud platform via an API, including functions such as viewing available GPUs, renting instances, SSH connection, and running GPU workloads.

This project integrates Graphistry's GPU-accelerated graph visualization platform with the Model Control Protocol (MCP), providing advanced graph analysis capabilities for AI assistants and large language models, and supporting multiple data formats and network analysis functions.

The MCP Speaker Diarization and Recognition System is a complete solution integrating GPU-accelerated speaker separation, speech recognition, emotion detection, and a web interface. It combines the speaker separation of pyannote.audio with the faster-whisper transcription technology, supporting persistent speaker recognition (one-time registration, permanent recognition), dual-detector emotion analysis (combining general AI and personalized voiceprints), real-time stream processing, REST API, and MCP server, and is designed for AI intelligent agent integration and hobby projects.