GitHub Trending Daily · a new edition at 07:30 KST한국어 · No. 21

Trend

Thursday, July 9, 2026

AI agents gain shared memory and self-improvement

New frameworks let agents share execution traces and autonomously update their own weights. A job application helper and a zombie game kit also debuted.

On today's trending lists: 48 repos — daily 15 · weekly 21 · monthly 23 (each repo counted once)

Rising now

Most stars gained in the last 7 days, among 232 repos that have ever trended

  1. 1
    togatoga/karukan

    neural Japanese input method system

    This is a Japanese input method system for Linux and macOS that utilizes a neural network engine for Kana-to-Kanji conversion. It provides highly accurate, real-time live conversion as the user types without requiring manual spacebar activation.

    +-638stars · 7 daysNow 0 · growth -100.0%
  2. 2
    activeloopai/hivemind

    Shared memory engine for AI agents

    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.

    +-1,400stars · 7 daysNow 0 · growth -100.0%
  3. 3
    andreknieriem/headunit-revived

    Android Auto headunit receiver application

    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.

    +-1,600stars · 7 daysNow 0 · growth -100.0%
  4. 4
    Unclecheng-li/VulnClaw

    AI-driven penetration testing tool

    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.

    +-1,700stars · 7 daysNow 0 · growth -100.0%
  5. 5
    aws/agent-toolkit-for-aws

    AWS integration toolkit for AI agents

    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.

    +-1,700stars · 7 daysNow 0 · growth -100.0%
  6. 6
    hexo-ai/sia

    self-improving AI optimization framework

    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.

    +-2,000stars · 7 daysNow 0 · growth -100.0%
  7. 7
    cursor/plugins

    Cursor editor plugin repository

    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.

    +-2,200stars · 7 daysNow 0 · growth -100.0%
  8. 8
    CoreBunch/Instatic

    Self-hosted visual content management system

    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.

    +-2,300stars · 7 daysNow 0 · growth -100.0%
  9. 9
    huggingface/OpenEnv

    Agentic reinforcement learning interface library

    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.

    +-2,400stars · 7 daysNow 0 · growth -100.0%
  10. 10
    music-assistant/server

    Music library manager server application

    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.

    +-2,800stars · 7 daysNow 0 · growth -100.0%

By field

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.

Moving together

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.

AI agent development tools

These repositories offer frameworks and installers to structure, guide, and integrate specialized AI agents into software development workflows.

cohesion 0.29 · 2

msitarzewski/agency-agents · obra/superpowers

AI agent C# tools

These repositories provide command-line interfaces and skill sets that enable AI agents to automate document processing and assist with C# development tasks.

cohesion 0.21 · 2

dotnet/skills · iOfficeAI/OfficeCLI

Local AI development tools

These Go projects provide local-first utilities for monitoring AI agent analytics and validating git pushes with automated checks.

cohesion 0.14 · 2

kenn-io/agentsview · kunchenguid/no-mistakes

Is it real?

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.

RepoStarsContributorsForksStars per contributor (10 – 100,000, log)PerVerdict
togatoga/karukan

neural Japanese input method system

02420Real adoption
activeloopai/hivemind

Shared memory engine for AI agents

012920Real adoption
andreknieriem/headunit-revived

Android Auto headunit receiver application

0341340Real adoption
Unclecheng-li/VulnClaw

AI-driven penetration testing tool

0202670Real adoption
aws/agent-toolkit-for-aws

AWS integration toolkit for AI agents

0481540Real adoption
hexo-ai/sia

self-improving AI optimization framework

0102410Real adoption
cursor/plugins

Cursor editor plugin repository

0121710Real adoption
CoreBunch/Instatic

Self-hosted visual content management system

092590Real adoption
huggingface/OpenEnv

Agentic reinforcement learning interface library

0904090Real adoption
music-assistant/server

Music library manager server application

02114860Real adoption
0xNyk/council-of-high-intelligence

Multi-agent AI deliberation tool

063020Real adoption
NVlabs/Eagle

Vision-language model codebase

0112990Real adoption
Introduction-to-Autonomous-Robots/Introduction-to-Autonomous-Robots

open textbook source code repository

0237020Real adoption
BuilderIO/agent-native

framework for building agentic applications

0413360Real adoption
facebook/astryx

Customizable open source design system

0595160Real adoption
Thin line = watch threshold · thick line = possible-hype threshold (each row uses its own repo's thresholds)

Staying power

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.

RepoLast 30 daysStar rangeDays
DeusData/codebase-memory-mcp

Code intelligence MCP server

0
– 26,60021 days
Panniantong/Agent-Reach

AI agent web scraping tool

0
– 51,20021 days
apple/container

macOS container virtualization tool

0
– 46,60021 days
iptv-org/iptv

Global IPTV channel playlist collection

0
– 131,00021 days
ogulcancelik/herdr

terminal multiplexer for AI agents

0
– 11,90021 days
phuryn/pm-skills

AI product management skill marketplace

0
– 22,60021 days
asgeirtj/system_prompts_leaks

Collection of AI chatbot system prompts

0
– 49,80020 days
calesthio/OpenMontage

open-source agentic video production system

0
– 33,60020 days
Stars that dayNo data that dayBefore it first trended

Index

All 199 repos that trended in the last 30 days, A–Z. ■ marks repos on today's lists.

0xNyk/council-of-high-intelligenceMulti-agent AI deliberation tool
1jehuang/jcodeRust-based AI coding agent harness
actions/checkoutGitHub Action for repository checkout
addyosmani/agent-skillsSoftware engineering skills for AI agents
affaan-m/ECCAI agent performance optimization system
agentskills/agentskillsAI agent capability specification framework
AhmadIbrahiim/Website-downloaderWebsite source code downloader tool
alchaincyf/zhangxuefeng-skillCareer planning cognitive model repository
alibaba/page-agentIn-page web GUI AI agent
alibaba/zvecLightweight embedded vector database
alirezarezvani/claude-skillsAI coding agent skills library
allenai/olmocrPDF and document linearization toolkit
altic-dev/FluidVoiceon-device AI dictation application
andreknieriem/headunit-revivedAndroid Auto headunit receiver application
Anil-matcha/Open-Generative-AIOpen-source generative AI media studio
anomalyco/opencodeopen source AI coding agent
ansible/ansibleIT automation and configuration platform
anthropics/claude-codeagentic command-line coding assistant
anthropics/claude-cookbooksClaude API integration code examples
anthropics/claude-plugins-officialOfficial directory of Claude Code plugins
anthropics/knowledge-work-pluginsOpen source Claude Cowork plugins
apache/mavensoftware build and project management tool
apple/containermacOS container virtualization tool
argoproj/argo-cddeclarative continuous delivery tool
asgeirtj/system_prompts_leaksCollection of AI chatbot system prompts
aws/agent-toolkit-for-awsAWS integration toolkit for AI agents
biomejs/biomePerformant web development toolchain
bradautomates/claude-videoClaude AI video integration plugin
browser-use/video-useAI-powered video editing tool
BuilderIO/agent-nativeframework for building agentic applications
byoungd/English-level-up-tipsEnglish learning and personal growth guide
ByteByteGoHq/system-design-101system design interview preparation guide
bytedance/deer-flowopen-source super agent harness
calesthio/OpenMontageopen-source agentic video production system
can1357/oh-my-piTerminal-based AI coding assistant
chatwoot/chatwootopen-source customer support platform
chopratejas/headroomContext compression library and proxy
ChromeDevTools/chrome-devtools-mcpChrome DevTools MCP server for agents
chthollyphile/folia-majorLyric-focused cross-platform music player
colbymchenry/codegraphLocal code knowledge graph tool
commaai/openpilotRobotics operating system for vehicles
continuedev/continueopen-source AI coding agent
CoplayDev/unity-mcpModel Context Protocol Unity integration
CoreBunch/InstaticSelf-hosted visual content management system
coreyhaines31/marketingskillsMarketing skills library for AI agents
craft-ai-agents/craft-agents-ossopen-source AI agent repository
crynta/terax-aiTerminal-first AI-native development workspace
cupy/cupyGPU-accelerated array computing library
dbt-labs/dbt-coreData transformation and modeling framework
DeusData/codebase-memory-mcpCode intelligence MCP server
diegosouzapw/OmniRouteUnified AI model gateway proxy
Diolinux/PhotoGIMPPhotoshop layout patch for GIMP
dotnet/aspnetcorecross-platform web application framework
dotnet/skillsAI coding agent skills repository
Egonex-AI/Understand-Anythinginteractive codebase knowledge graph generator
elastic/elasticsearchdistributed search and analytics engine
esengine/DeepSeek-Reasonixterminal-based AI coding agent
every-app/open-seoOpen source SEO software application
facebook/astryxCustomizable open source design system
firecrawl/firecrawlWeb scraping and crawling API
Fission-AI/OpenSpecSpecification framework for AI coding assistants
Flowseal/zapret-discord-youtubeCensorship circumvention scripts for Windows
flutter/fluttercross-platform application development framework
Free-TV/IPTVFree TV playlist collection
freeCodeCamp/freeCodeCampOpen-source educational platform and curriculum
garrytan/gstackopinionated AI agent development stack
gastownhall/gastownmulti-agent workspace orchestration system
google-labs-code/design.mdDesign system format specification
google-research/timesfmtime-series forecasting foundation model
google/agents-cliAI agent development command line interface
grafana/grafanaobservability and data visualization platform
hardikpandya/stop-slopLLM skill for prose editing
harry0703/MoneyPrinterTurboAI-powered automated video generation tool
harvard-edge/cs249r_bookeducational machine learning systems textbook
hasaneyldrm/exercises-datasetmultilingual fitness and exercise dataset
hesreallyhim/awesome-claude-codecurated resource list for Claude Code
heygen-com/hyperframesvideo rendering framework for agents
HKUDS/Vibe-TradingAI-powered algorithmic trading agent platform
huggingface/speech-to-speechModular voice agent pipeline framework
hugohe3/ppt-masterAI-powered PowerPoint generation tool
huxingyi/autoremesherAutomatic quad remeshing tool
IceWhaleTech/CasaOSopen-source personal cloud system
Imbad0202/academic-research-skillsAcademic research suite for Claude Code
immich-app/immichSelf-hosted photo and video manager
imthenachoman/How-To-Secure-A-Linux-ServerLinux server security hardening guide
interviewstreet/hiring-agentAutomated resume scoring AI agent
iOfficeAI/OfficeCLIOffice automation tool for AI agents
iptv-org/iptvGlobal IPTV channel playlist collection
jamiepine/voiceboxlocal-first AI voice studio
JCodesMore/ai-website-cloner-templateAI-powered website cloning template
jenkinsci/jenkinsOpen source automation server
JuliusBrussee/cavemanAI agent prompt engineering skill
karakeep-app/karakeepAI-powered self-hosted bookmark manager
kenn-io/agentsviewLocal AI agent analytics dashboard
keycloak/keycloakidentity and access management platform
Kilo-Org/kilocodeAgentic software engineering platform
koala73/worldmonitorreal-time global intelligence dashboard
Kong/insomniaopen-source desktop API client
kunchenguid/no-mistakesAI-driven git push validation proxy
kyutai-labs/pocket-ttslightweight CPU-based text-to-speech library
langflow-ai/langflowVisual AI agent development platform
Leonxlnx/taste-skillfrontend framework for AI agents
lfnovo/open-notebookPrivacy-focused local AI notebook assistant
LibreTranslate/LibreTranslateself-hosted machine translation API
Lightricks/LTX-2Generative audio-video model package
LMCache/LMCacheKV cache management software layer
logto-io/logtoOpen-source authentication and authorization infrastructure
luongnv89/claude-howtoClaude Code tutorial and guide
lyogavin/airllmLarge language model inference optimizer
MadsLorentzen/ai-job-searchAI-powered job application framework
makeplane/planeopen-source project management platform
mattermost/mattermostopen source secure collaboration platform
mattpocock/skillscomposable AI agent developer skills
mauriceboe/TREKSelf-hosted collaborative travel planner
Mebus/cuppcustom password wordlist generation tool
meshery/mesherycloud native infrastructure management platform
microsoft/AI-For-Beginnersartificial intelligence educational curriculum
microsoft/markitdownPython document to Markdown converter
microsoft/PowerToysWindows productivity and customization utilities
microsoft/presidioSensitive data anonymization framework
microsoft/Webwrightterminal-based browser agent framework
msitarzewski/agency-agentsAI agent collection and installer
mukul975/Anthropic-Cybersecurity-Skillscybersecurity skills library for AI agents
mvanhorn/last30days-skillAI agent research skill
n0-computer/irohRust peer-to-peer networking library
NanmiCoder/MediaCrawlermulti-platform social media data crawler
NousResearch/hermes-agentSelf-improving AI agent framework
NVIDIA/cosmosPhysical AI development platform
NVIDIA/SkillSpectorsecurity scanner for AI agent skills
NVlabs/EagleVision-language model codebase
obra/superpowersSoftware development framework for coding agents
ogulcancelik/herdrterminal multiplexer for AI agents
Open-LLM-VTuber/Open-LLM-VTuberVoice-enabled AI companion application
openai/codex-plugin-ccCodex plugin for Claude Code
openai/pluginsCodex plugin example repository
OpenCut-app/OpenCutopen source video editing application
opendatalab/MinerUdocument parsing and extraction engine
OthmanAdi/planning-with-filespersistent planning tool for AI agents
owainlewis/awesome-artificial-intelligenceCurated artificial intelligence resource collection
palmier-io/palmier-proopen source macOS video editor
Panniantong/Agent-ReachAI agent web scraping tool
penpot/penpotopen-source collaborative design platform
phuryn/pm-skillsAI product management skill marketplace
pppscn/SmsForwarderAndroid SMS and notification forwarder
prisma/prismaDatabase ORM and query builder
puppeteer/puppeteerbrowser automation and testing library
pytest-dev/pytestPython unit testing framework
pytorch/pytorchDeep learning and tensor computation library
refactoringhq/tolariamarkdown knowledge base desktop application
restic/resticsecure deduplicating backup utility
revfactory/harnessagent team architecture design plugin
ripienaar/free-for-devcurated list of free developer services
rmyndharis/OpenWASelf-hosted WhatsApp API gateway
Robbyant/lingbot-mapthree-dimensional reconstruction foundation model
roboflow/supervisionreusable computer vision developer toolkit
rohitg00/ai-engineering-from-scratchopen source AI engineering curriculum
rommapp/rommSelf-hosted ROM manager and player
run-llama/liteparseopen-source local PDF parsing tool
ruvnet/RuViewWiFi-based spatial intelligence sensing system
ryanmcdermott/clean-code-javascriptJavaScript clean code guide
saadeghi/daisyuiTailwind CSS UI component library
safishamsi/graphifycodebase knowledge graph generator
santifer/career-opsAI-powered job search CLI tool
shanraisshan/claude-code-best-practiceClaude agentic engineering guide
simplex-chat/simplex-chatPrivacy-focused instant messaging platform
sindresorhus/awesomecollection of curated resource lists
SmartlyDressedGames/U3-SDKgame software development kit
soxoj/maigretopen-source information gathering tool
stablyai/orcaAI agent orchestration development environment
Starmel/OpenSuperWhispermacOS real-time dictation application
steipete/CodexBarmacOS menu bar tracking application
Stirling-Tools/Stirling-PDFSelf-hosted open-source PDF editing platform
supabase/supabasePostgres-based backend development platform
supermemoryai/supermemoryAI memory and context engine
swc-project/swcJavaScript and TypeScript compiler library
t8y2/dbxLightweight cross-platform database client
tashfeenahmed/freellmapimulti-provider LLM API proxy
TencentCloud/CubeSandboxLightweight secure sandbox for AI agents
TencentCloud/TencentDB-Agent-MemoryLocal memory system for AI agents
teslamate-org/teslamateSelf-hosted Tesla vehicle data logger
togatoga/karukanneural Japanese input method system
topoteretes/cogneeAI agent long-term memory platform
tursodatabase/tursoEmbedded SQL database engine
tw93/PakeWebpage to desktop application packager
twentyhq/twentyopen-source customer relationship management platform
Unclecheng-li/VulnClawAI-driven penetration testing tool
unclecode/crawl4aiLLM friendly web crawling tool
Universal-Debloater-Alliance/universal-android-debloater-next-generationRust-based Android debloating tool
usestrix/strixautonomous AI penetration testing tool
veracrypt/VeraCryptdisk encryption software repository
VoltAgent/awesome-design-mdCollection of design system markdown files
vxcontrol/pentagiautonomous AI penetration testing system
withastro/flueprogrammable agent harness framework
wonderwhy-er/DesktopCommanderMCPModel Context Protocol integration server
xbtlin/ai-berkshireAI value investing research framework
yikart/AiToEarnAI-based earning development repository
Zackriya-Solutions/meetilySelf-hosted AI meeting assistant
zai-org/GLM-5Agentic artificial intelligence model repository
ZhuLinsen/daily_stock_analysisAI-driven multi-market stock analysis platform