Agents 42
- aws/+-1,600
agent- toolkit- for- aws AWS integration toolkit for AI agents
- BuilderIO/+-3,200
agent- native Agent-native application development framework
- kenn-+-3,400
io/ agentsview Local AI agent analytics dashboard
Tuesday, July 7, 2026
These projects let agents share execution traces and reuse learned patterns across systems. New tools also appeared for office automation and local speech.
On today's trending lists: 43 repos — daily 12 · weekly 22 · monthly 20 (each repo counted once)
Most stars gained in the last 7 days, among 219 repos that have ever trended
Instatic is a self-hosted visual content management system that combines a visual editor, content engine, and publisher into a server. It simplifies website creation by replacing complex multi-vendor stacks with an integrated solution that generates clean static pages.
This repository contains an AI-powered command-line tool designed to automate the complete penetration testing process from information gathering to report generation. It addresses the complexity of security assessments by enabling automated vulnerability discovery and exploitation through natural language commands.
This repository provides a cloud-backed shared brain that turns execution traces into reusable skills across multiple AI agents. It solves the problem of redundant learning by allowing agents to share memory and execute patterns discovered by other agents.
This Android application allows users to turn an Android tablet or phone into an Android Auto receiver. It enables standard Android devices to function as headunits using wired USB connections.
This repository provides official AWS-supported servers, skills, and plugins that enable AI coding agents to build, deploy, and manage applications on AWS. It solves the problem of integrating AI agents with AWS services by providing them with necessary tools, knowledge, and guardrails.
Astryx is a customizable, agent-ready design system built on React and StyleX that supports collaborative development between human engineers and AI agents. It provides accessible components to help teams build consistent and scalable user interfaces.
This repository provides the official implementation of SIA, a framework designed to autonomously improve the performance of AI models and agents on benchmark tasks. It solves the limitation of manual tuning by using a language-model agent to automatically update both the evaluation harness and the weights of a task-specific agent.
This repository provides the official plugin specifications and a collection of plugins for the Cursor editor to integrate with developer tools and frameworks. It helps developers extend the editor's functionality using standalone plugin manifests.
This repository provides an end-to-end framework for creating, deploying, and using isolated execution environments for agentic reinforcement learning training. It helps developers train language models in interactive environments using simple, standardized interfaces.
This repository contains the server application for Music Assistant, an open-source media library manager that integrates streaming services with connected speakers. It runs on always-on devices to centralize and manage audio playback across various hardware.
Repos that trended in the last 30 days, grouped by field — the three in each that gained the most stars in the last 7 days.
AWS integration toolkit for AI agents
Agent-native application development framework
Local AI agent analytics dashboard
Self-hosted visual content management system
Self-hosted Tesla vehicle data logger
Self-hosted WhatsApp API gateway
AI-driven penetration testing tool
Codex plugin example repository
Career planning cognitive model repository
Rust-based AI coding agent harness
AI-powered video editing tool
terminal-based AI coding agent
Lightweight embedded vector database
AI agent long-term memory platform
AI memory and context engine
Vision-language model codebase
Python inference and training package
three-dimensional reconstruction foundation model
Groups of repos that trended on the same days over the last 14 days. The bar is cohesion — how consistently the group rose together, from 0 to 1.
A mix of prompt collections, frontend design skills, and plugins for enhancing AI coding agent workflows and interfaces.
JuliusBrussee/
A mix of frameworks, security scanners, data scrapers, and skill libraries for building and extending AI agents.
agentskills/
A mix of Rust projects covering secure sandboxes, AI assistants, networking, terminal management, sensing, and database clients.
t8y2/
A mix of frameworks, proxies, and interfaces for building, orchestrating, and supporting AI coding agents and related applications.
can1357/
This group gathers curated datasets and service lists intended to help developers build applications and manage infrastructure efficiently.
A mix of macOS tools for local dictation, container virtualization, and monitoring AI coding provider usage limits.
apple/
A mix of local cloud systems and terminal-based AI agents for coding, analytics, and git validation.
kenn-
These repositories offer composable shell scripts, specialized agent collections, and development methodologies to structure and guide AI coding agents.
msitarzewski/
This group gathers Java-based utilities for managing software builds and editing PDF documents locally.
Stars far outpacing contributors can signal hype. Above 500 stars per contributor is marked watch and above 2,000 possible hype; skills, prompts and learning material usually have few contributors, so their marks are 1,500 and 6,000. The 15 repos that gained the most stars in the last 7 days.
| Repo | Stars | Contributors | Forks | Stars per contributor (10 – 100,000, log) | Per | Verdict |
|---|---|---|---|---|---|---|
| CoreBunch/ Self-hosted visual content management system | 0 | 8 | 241 | 0 | Real adoption | |
| Unclecheng- AI-driven penetration testing tool | 0 | 19 | 257 | 0 | Real adoption | |
| activeloopai/ Shared memory engine for AI agents | 0 | 12 | 90 | 0 | Real adoption | |
| andreknieriem/ Android Auto headunit receiver application | 0 | 34 | 134 | 0 | Real adoption | |
| aws/ AWS integration toolkit for AI agents | 0 | 46 | 147 | 0 | Real adoption | |
| facebook/ Customizable open source design system | 0 | 51 | 440 | 0 | Real adoption | |
| hexo- self-improving AI optimization framework | 0 | 10 | 241 | 0 | Real adoption | |
| cursor/ Cursor editor plugin repository | 0 | 12 | 172 | 0 | Real adoption | |
| huggingface/ Agentic reinforcement learning interface library | 0 | 90 | 409 | 0 | Real adoption | |
| music- Music library manager server application | 0 | 208 | 486 | 0 | Real adoption | |
| NVlabs/ Vision-language model codebase | 0 | 11 | 294 | 0 | Real adoption | |
| BuilderIO/ Agent-native application development framework | 0 | 41 | 333 | 0 | Real adoption | |
| Introduction- open textbook source code repository | 0 | 23 | 700 | 0 | Real adoption | |
| kenn- Local AI agent analytics dashboard | 0 | 98 | 321 | 0 | Real adoption | |
| openai/ Codex plugin example repository | 0 | 67 | 480 | 0 | Real adoption |
The repos on a trending list the most days out of the last 30. One cell per day; bar height is that day's stars within the repo's own 30-day range.
All 185 repos that trended in the last 30 days, A–Z. ■ marks repos on today's lists.