This daily update tracks GitHub repositories experiencing the highest relative star growth over a rolling seven-day window, prioritizing emerging momentum over absolute star counts. By focusing on percentage gains, we surface high-velocity tools like Folkbench Switch (673.6% gain) and Pi-Harness (549.7% gain) that are rapidly gaining traction within the developer ecosystem. This week’s leaders highlight a surge in specialized infrastructure, from REA’s reverse engineering capabilities to Project Maya’s local deployment of the 321B parameter GLM-5.3-Flash model. The data reflects a concentrated interest in developer utilities, including SeeCode’s animated diagramming and specialized orchestration frameworks.
| # | Repository | Stars Gained | Gain % | Overview |
|---|---|---|---|---|
| 1 | Folkbench/folkbench | 1098 | 673.6% | A desktop configuration tool that enables users to seamlessly switch API endpoints and keys across various AI coding assistants and CLI tools. |
| 2 | morluto/rea | 246973 | 550.7% | An MCP-based tool that enables AI agents to inspect binaries, applications, and runtime behavior to understand and reconstruct software features. |
| 3 | wangmiaozero/pi-harness | 863 | 549.7% | A desktop workspace for the Pi Coding Agent that provides visual controls, project management, and multi-agent orchestration for macOS, Windows, and Linux. |
| 4 | mw00/project-maya | 747 | 366.2% | A high-performance engine for running the 321-billion-parameter GLM-5.3-Flash model locally on consumer or professional GPUs using intelligent memory tiering. |
| 5 | Aryanutkarsh/SeeCode | 418 | 339.8% | SeeCode converts natural language specifications into interactive, animated, and exportable diagrams including architecture, sequence, and data flow models. |
Folkbench Switch (Folkbench/folkbench )
Folkbench Switch is an open-source desktop client designed to simplify the management of AI model providers. It allows users to instantly update Base URLs and API keys for tools like Claude Code, Codex, Gemini CLI, and Aider without manual configuration editing. The software features real-time latency and availability monitoring, local storage for privacy, and automated credential backup to protect official OAuth settings. It is an essential utility for developers and AI power users who frequently rotate between different third-party API aggregators and official model providers.
REA: Reverse Engineer Anything (morluto/rea )
REA is a Model Context Protocol (MCP) framework designed to bridge AI agents with deep reverse engineering tools. It enables automated inspection of native binaries, JavaScript/Electron apps, .NET assemblies, and even EVM bytecode. By connecting agents to engines like Ghidra, Hopper, or IDA, users can ask an agent to investigate a specific feature and generate functional code based on the findings. This tool is primarily intended for security researchers, developers seeking interoperability, and software preservationists.
Pi Harness (wangmiaozero/pi-harness )
Pi-Harness serves as an operational superset for the Pi Coding Agent, transforming the CLI-based agent into a comprehensive desktop environment. It provides advanced capabilities including visual session management, Git integration, and project architecture mapping. Users can orchestrate multi-agent teams through task DAGs, monitor token budgets, and utilize run traces for debugging. This tool is designed for developers seeking granular control over AI-driven coding workflows, offering features like worktree isolation and automated regression testing.
Project Maya (mw00/project-maya )
Project Maya is a specialized inference engine designed to run massive AI models like GLM-5.3-Flash on local hardware by intelligently distributing data across VRAM, RAM, and NVMe SSDs. It features an OpenAI- and Anthropic-compatible API, supports multi-request parallelism, and provides a web-based dashboard for real-time hardware monitoring. The software is ideal for developers and privacy-conscious users who need to deploy large-scale models for coding agents or private chat applications without relying on cloud providers.
SeeCode (Aryanutkarsh/SeeCode )
SeeCode is an AI-driven diagramming tool that transforms text descriptions into high-quality, animated visual assets. It supports over 45 diagram types, ranging from technical architecture and UML class diagrams to business-oriented Gantt charts and user journeys. Users can interact with diagrams through features like hover-to-trace, node focusing, and step-by-step path walking. The tool is designed for engineers and product managers to create explorable HTML files or export static assets like SVG and MP4 for presentations.