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Evaluations

Open-source projects, reviewed the honest way — including who should skip them.

Automation★ 16k · JavaScriptTikTokDownloaderDouK-Downloader is Chinese-first software, and a full English README is available. It downloads and records Douyin or TikTok posts, account feeds, images, and live streams, while also saving collected metadata to files or exposing it through a local API.SetupDocsCommunityMaturityVerdict insideAutomation★ 16k · GogoreleaserGoReleaser turns a version tag and a YAML file into compiled binaries, archives, packages, checksums, container images, and published releases. It replaces project-specific release scripts for Go, Rust, Zig, JavaScript, TypeScript, and Python projects.SetupDocsCommunityMaturityVerdict insideAutomation★ 27k · RustobscuraObscura is an open-source headless browser engine written in Rust for web scraping and AI-agent automation. It runs JavaScript through V8 and aims to replace headless Chrome in existing Puppeteer or Playwright workflows while using a smaller native engine.SetupDocsCommunityMaturityVerdict insideAutomation★ 28k · JavaScriptios_rule_scriptios_rule_script is a Chinese-first collection of traffic-routing rules, rewrite rules, and automation scripts for tools such as Quantumult X and MagicJS. No English documentation is evident in the supplied README excerpt, so English-only users should expect to translate the instructions. It solves the tedious work of gathering and organizing rules and small device-side automations from many sources.SetupDocsCommunityMaturityVerdict insideAutomation★ 3.0k · TypeScriptbackground-agentsBackground Agents, branded Open-Inspect in its documentation, is a self-hosted system for sending coding work to remote sandboxes and checking the result later. It connects a web app, Slack, GitHub, Linear, schedules, and webhooks to coding agents that can edit repositories and open pull requests.SetupDocsCommunityMaturityVerdict insideAutomation★ 5.8k · Shellfirstmatefirstmate is a directory of instructions and shell tools that turns one terminal coding agent into a supervisor for several coding agents. It gives each worker a separate Git worktree, watches their progress, and brings one human the resulting pull requests, local merges, or research reports.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.4k · Gogawkbotgawkbot turns a described or demonstrated work routine into a locally run bot and a small app for managing its results. It is meant to automate recurring work across more than 1,200 integrations while holding sends, commits, purchases, and deletions for human approval.SetupDocsCommunityMaturityVerdict insideAutomation★ 23k · TypeScriptwechatyWechaty is a TypeScript toolkit for writing chatbots against one shared set of contacts, rooms, messages, and login events. A separate connector, called a puppet, links that bot code to WeChat, WeCom, WhatsApp, or another supported messaging service.SetupDocsCommunityMaturityVerdict insideAutomation★ 29k · PythonceleryCelery is a Python task queue that sends work from an application through a message broker to worker processes. It moves slow, scheduled, or retryable jobs out of a web request and can route them across many workers while optionally recording their status and results.SetupDocsCommunityMaturityVerdict insideAutomation★ 4.0k · GodaguDagu is a self-hosted workflow engine that adds schedules, dependencies, retries, logs, and human approval steps around scripts and containers you already have. It aims to replace tangled cron jobs without making teams adopt a large orchestration platform or rewrite working automation in a framework.SetupDocsCommunityMaturityVerdict insideAutomation★ 30k · GohelmHelm is a package manager for Kubernetes applications. It bundles configurable Kubernetes manifests into charts, installs them through the cluster API, and keeps release history so operators can upgrade, inspect, roll back, or remove an application as one named unit.SetupDocsCommunityMaturityVerdict insideAutomation★ 25k · awesome-n8n-templatesAwesome n8n Templates is an English-led collection of 280+ workflow JSON files for the n8n automation platform, with translated READMEs in 13 other languages. It saves users from drawing every workflow from scratch, but it does not turn community files into maintained integrations.SetupDocsCommunityMaturityVerdict insideAutomation★ 8.4k · Gogogcligogcli is one command-line client for Gmail, Calendar, Drive, Docs, Sheets, and much of Google Workspace. It gives people, scripts, and agents stable machine output, explicit account selection, and controls that can prevent an automated caller from sending mail or changing cloud data.SetupDocsCommunityMaturityVerdict insideAutomation★ 812 · Goars0n-framework-v2Ars0n Framework v2 is a self-hosted bug bounty workspace that puts more than 50 reconnaissance and scanning tools behind a web interface, shared database, and guided workflows. It is written in English and aims to teach beginners a specific hunting method while letting experienced users control the same system through a 142-tool MCP server.SetupDocsCommunityMaturityVerdict insideAutomation★ 11k · Pythondouyin-downloaderDouyin Downloader is a Python tool for saving Douyin videos, image posts, collections, music, comments, live streams, and whole profiles. It adds retries, local history, browser-assisted pagination, optional transcription, and a small job API for people who need more than one pasted-link download.SetupDocsCommunityMaturityVerdict insideAutomation★ 42k · Rubyfastlanefastlane is a Ruby command-line tool that automates tedious iOS and Android release tasks like generating screenshots, managing provisioning profiles, and uploading apps. It solves the real problem of Apple code signing and manual App Store or Play Store submission eating days of developer time.SetupDocsCommunityMaturityVerdict insideAutomation★ 5.9k · GovolcanoVolcano is a Kubernetes-native batch scheduling system. It extends the standard kube-scheduler to run AI/ML, big data, and HPC workloads efficiently, with gang scheduling, queueing, fair-share, and preemption.SetupDocsCommunityMaturityVerdict insideAutomation★ 143 · RustkropsKrops is an English-language reference implementation for managing cloud infrastructure through Kubernetes resources and GitOps. It combines Flux, Cluster API, and existing cloud controllers instead of adding its own controller or resource type. Platform teams can study or fork it to manage clusters and AWS resources from the same YAML, policy, and audit system used for workloads.SetupDocsCommunityMaturityVerdict insideAutomation★ 12k ▲532/7d · JavaScriptescrcpyEscrcpy is a desktop app for viewing and controlling Android devices through a graphical interface built around scrcpy. It brings mirroring, keyboard mapping, multi-device operations, wireless connections, automation, and an MCP-based assistant into one place, reducing the need to juggle separate ADB commands and utilities.SetupDocsCommunityMaturityVerdict insideAutomation★ 27k ▲5/7d · JavajenkinsJenkins is a self-hosted automation server used to build, test, analyze, and deploy software. Its controller schedules work across local or remote executors, while more than 2,000 plugins connect jobs to source control, build tools, credentials, notifications, and deployment systems.SetupDocsCommunityMaturityVerdict insideAutomation★ 57k ▲68/7d · Pythonn8n-workflowsn8n-workflows is a searchable collection of workflow JSON files gathered from n8n examples and other sources. Its FastAPI and SQLite site helps you find and download examples, but it does not run automations or replace an n8n instance.SetupDocsCommunityMaturityVerdict insideAutomation★ 63k ▲358/7d · PowerShellwinutilWinUtil is a PowerShell utility that puts common Windows setup jobs, software installs, debloating, troubleshooting, and update controls in one place. It is meant to replace the repetitive clicking and script hunting that follows a fresh Windows installation, while offering presets for people who want a repeatable starting point.SetupDocsCommunityMaturityVerdict insideAutomation★ 3.4k ▲220/7d · TypeScriptkuduKudu is a desktop and command-line system cleaner for Windows, macOS, and Linux. It scans for disposable caches and logs, manages startup and privacy settings, and includes malware checks, with deletion kept local unless optional cloud features are enabled.SetupDocsCommunityMaturityVerdict insideAutomation★ 6.1k ▲765/7d · PythonAutoHedgeAutoHedge is a Python program that sends a market prompt through several AI agents for thesis, sentiment, risk, and order drafting. The repository also contains Solana swap functions, but its default command is an interactive research loop rather than the continuous autonomous trading service promised by the README.SetupDocsCommunityMaturityVerdict insideAutomation★ 71k ▲1.0k/7d · JavaScriptcareer-opsCareer Ops is a local, AI-assisted workspace for finding jobs, comparing listings with your background, tailoring a CV, and tracking applications. It runs inside coding agents such as Claude Code and Codex, keeps its working files in a project directory, and leaves submission decisions to the user.SetupDocsCommunityMaturityVerdict insideAutomation★ 22k ▲60/7d · PowerShellSpotXSpotX is a PowerShell patcher for the official Spotify desktop client on Windows. It removes banner, video, and audio ads, and can also hide unwanted content sections, disable analytics, and control client updates.SetupDocsCommunityMaturityVerdict insideAutomation★ 76k ▲233/7d · Cobs-studioOBS Studio is a desktop application for capturing, compositing, encoding, recording, and streaming video. It solves the practical problem of turning cameras, screens, audio, and other sources into a finished recording or live output from one production workspace.SetupDocsCommunityMaturityVerdict insideAutomation★ 31k ▲423/7d · PythonAIHawkAIHawk is an open-source browser agent that turns plain-language instructions into real browser actions such as clicking, typing, and reading pages. It can work as an MCP browser for an existing assistant or as a standalone web interface powered by an OpenRouter model, solving tasks that require navigating websites rather than calling an API.SetupDocsCommunityMaturityVerdict insideAutomation★ 2.1k ▲23/7d · TypeScriptagent-teams-aiAgent Teams AI is a desktop control room for several coding agents working on the same project. It turns their tasks, messages, terminal sessions, code changes, reviews, and usage into a visual workspace so a developer can supervise a team instead of juggling separate terminals.SetupDocsCommunityMaturityVerdict insideAutomation★ 4.2k ▲2/7d · TypeScriptupload-artifactGitHub's upload-artifact action moves files from a workflow run into GitHub's artifact storage, where later jobs or signed-in users can retrieve them. It handles files, directories, wildcard paths, retention, compression, overwrite behavior, and a direct single-file mode without asking you to run a storage service.SetupDocsCommunityMaturityVerdict insideAutomation★ 31k ▲272/7d · C#OfficeCLIOfficeCLI lets scripts and AI agents create, inspect, and edit Word, Excel, and PowerPoint files without Microsoft Office. It presents document parts as addressable elements, returns structured JSON, and can render HTML or PNG previews so an agent can check its work.SetupDocsCommunityMaturityVerdict insideAutomation★ 32k ▲15/7d · JavaconductorConductor is a self-hosted workflow engine that records each step of a distributed job or AI agent so work can resume after failures. Teams describe the orchestration as versioned JSON while their workers keep business logic in Java, Python, Go, JavaScript, C#, Ruby, or Rust.SetupDocsCommunityMaturityVerdict insideAutomation★ 366 ▲13/7d · Gohey-cliHEY CLI brings HEY Mail, Contacts, Calendar, and Journal into a terminal, with both an interactive TUI and scriptable commands. It solves the gap between a web inbox and shell or coding-agent workflows by exposing readable output, JSON pipelines, live event watching, and MCP tools.SetupDocsCommunityMaturityVerdict insideAutomation★ 12k ▲25/7d · GocrossplaneCrossplane turns a Kubernetes cluster into an API for provisioning cloud services, applications, and other infrastructure. Platform teams define their own resource types, then Crossplane keeps the resources behind those APIs in the requested state through providers and composition functions.SetupDocsCommunityMaturityVerdict insideAutomation★ 14k ▲23/7d · RustespansoEspanso is a local text expander that watches for typed triggers and replaces them in desktop applications. Its YAML rules can insert plain text, dates, images, form results, or output from local scripts, giving one snippet system to Windows, macOS, and Linux users.SetupDocsCommunityMaturityVerdict insideAutomation★ 6.7k ▲47/7d · JavaScriptfollow-buildersFollow Builders is a Claude Code and OpenClaw skill that turns a centrally maintained feed of AI podcasts, posts, and company blogs into a scheduled or on-demand digest. It solves the filtering problem for readers who want a fixed list of AI practitioners summarized inside an agent they already use.SetupDocsCommunityMaturityVerdict insideAutomation★ 31k ▲136/7d · PythonCloakBrowserCloakBrowser is a browser-automation wrapper that replaces ordinary Playwright or Puppeteer Chromium with a build patched to expose fewer automation and fingerprint clues. It is meant for authorized scraping, testing, and agent workflows that are blocked when a site recognizes a standard automated browser.SetupDocsCommunityMaturityVerdict insideAutomation★ 54k ▲187/7d · PythonfreqtradeFreqtrade is a Python bot for researching, simulating, and automating cryptocurrency trading strategies. It connects strategy code to historical data, dry-run trading, supported exchanges, a web interface, and optional Telegram control. FreqAI adds adaptive prediction models, but users still supply and validate the trading logic.SetupDocsCommunityMaturityVerdict insideAutomation★ 48k ▲36/7d · Shellacme.shacme.sh is a Shell client that requests, renews, and deploys TLS certificates through the ACME protocol. It replaces manual certificate expiry work with scheduled renewal and supports webroot, standalone server, web server, and DNS validation paths.SetupDocsCommunityMaturityVerdict insideAutomation★ 24k ▲102/7d · TypeScriptstagehandStagehand is a browser automation SDK for TypeScript, Python, and Go. It combines familiar page and locator methods with language-model commands that click, inspect, and extract data when fixed selectors are too brittle.SetupDocsCommunityMaturityVerdict insideAutomation★ 57k ▲298/7d · PowerShellWin11DebloatWin11Debloat is a PowerShell script that removes preinstalled Windows 11 apps, disables telemetry and ads, and applies dozens of UI and privacy tweaks in one run. It solves the problem of manually clicking through Windows settings or hunting down app removal commands.SetupDocsCommunityMaturityVerdict insideAutomation★ 24k ▲19/7d · JavaScriptnode-redNode-RED is a browser-based tool for building event-driven applications by wiring reusable nodes into flows. It is most useful for connecting devices, message brokers, APIs, files, and small pieces of JavaScript without building the whole runtime from scratch.SetupDocsCommunityMaturityVerdict insideAutomation★ 9.2k ▲70/7d · PythonXianyuAutoAgentXianyuAutoAgent is a Python bot that reads seller messages on China's Xianyu marketplace and drafts or sends replies through a configured language model. The README and setup material are in Chinese, with no English guide in the repository; its main jobs are classifying questions, answering product queries, and handling price negotiation with conversation history.SetupDocsCommunityMaturityVerdict insideAutomation★ 7.2k ▲352/7d · PythonSequoia-XSequoia-X is a Python screener for mainland China's A-share market. Its documentation is mainly Chinese, with English headings and an English subtitle but no full English setup guide; it downloads daily market data, runs technical screens, stores results in SQLite, and sends picks to Feishu.SetupDocsCommunityMaturityVerdict insideAutomation★ 60k ▲111/7d · GorcloneRclone is a command-line tool for copying and synchronizing files and directories between local storage and a wide range of cloud storage services. It solves the awkward problem of moving data across providers without adopting a separate vendor-specific utility for every destination.SetupDocsCommunityMaturityVerdict insideAutomation★ 9.9k ▲4/7d · GolegoLego is a Go command-line client and library for obtaining, renewing, and revoking TLS certificates from Let's Encrypt and other ACME certificate authorities. Its main draw is DNS challenge automation for more than 200 providers, alongside HTTP and TLS challenge support.SetupDocsCommunityMaturityVerdict insideAutomation★ 29k ▲176/7d · JavaScriptOpenCLIOpenCLI turns websites, logged-in browser sessions, Electron apps, and existing command-line programs into commands that people or AI agents can call. It ships a large adapter catalog and browser primitives for navigating pages, filling forms, extracting data, and building new adapters.SetupDocsCommunityMaturityVerdict insideAutomation★ 8.9k ▲60/7d · JavaScriptweb-accessWeb Access is a Chinese-first Agent Skill that teaches Claude Code and other SKILL.md-capable agents how to choose web tools and drive a logged-in Chrome or Edge session through CDP. An English translation exists through the README language menu, but the repository documentation and issue discussion are primarily Chinese.SetupDocsCommunityMaturityVerdict insideAutomation★ 23k ▲32/7d · C++Karabiner-ElementsKarabiner-Elements is a macOS keyboard remapper that can make one key act like another or apply different rules by device, application, and input state. It solves awkward keyboard layouts and repetitive shortcuts at a lower level than most app-specific hotkey settings.SetupDocsCommunityMaturityVerdict insideAutomation★ 2.1k ▲20/7d · GoWiiUDownloaderWiiUDownloader is a desktop app that downloads Wii U games, updates, DLC, and demos directly from Nintendo's CDN without requiring title keys. It solves the problem of abandoned, Windows-only Wii U USB Helper by providing a cross-platform, open-source downloader that also decrypts files for use on a real console or the Cemu emulator.SetupDocsCommunityMaturityVerdict insideAutomation★ 24k ▲34/7d · PythonprefectPrefect is a Python workflow system that adds scheduling, retries, caching, state tracking, and a web dashboard to ordinary functions. It helps data teams run scripts repeatedly, see what failed, and move the same workflow from a laptop to workers without rewriting it as a separate configuration language.SetupDocsCommunityMaturityVerdict insideAutomation★ 5.5k ▲32/7d · JavaScriptTelegram-Media-DownloaderTelegram Media Downloader is an English-documented browser userscript that restores download buttons in Telegram Web, including chats and channels where saving is restricted. It handles images, GIFs, videos, stories, and some voice messages without asking for a separate Telegram API account.SetupDocsCommunityMaturityVerdict insideAutomation★ 870 ▲35/7d · Pythonrewards-farmerRewards Farmer is a Python browser bot that completes Microsoft Rewards searches and dashboard tasks through Edge. It replaces a daily manual routine with Selenium automation, using public trend feeds or an Ollama model to generate search terms.SetupDocsCommunityMaturityVerdict insideAutomation★ 55k ▲85/7d · C#PowerShellPowerShell is a cross-platform command shell, scripting language, and automation framework for Windows, Linux, and macOS. It helps administrators and developers automate systems while working directly with structured data, REST APIs, and object models instead of treating every result as plain text.SetupDocsCommunityMaturityVerdict insideAutomation★ 23k ▲127/7d · C++MaaAssistantArknightsMAA is a desktop and command-line assistant that automates repetitive tasks in Arknights by recognizing what is on screen and controlling the game. It handles chores such as farming, base shifts, recruitment, rewards, and selected battle plans, reducing the daily attention the game demands.SetupDocsCommunityMaturityVerdict insideAutomation★ 6.7k ▲322/7d · TypeScriptmobile-mcpMobile MCP is a Model Context Protocol server that lets an AI agent inspect and control iOS and Android apps through one set of tools. It uses device accessibility data where possible, with screenshots and coordinate taps as a fallback, so agents can explore apps without separate XCUITest and Espresso scripts.SetupDocsCommunityMaturityVerdict insideAutomation★ 2.0k ▲199/7d · JavaScriptdelegate-skillsdelegate-skills is a collection of agent skills that lets one coding agent hand an implementation brief to a separate CLI, then bring back a structured report and working-tree diff for review. It supports direct dispatch or named fleet lanes while leaving the final commit with the orchestrator.SetupDocsCommunityMaturityVerdict insideAutomation★ 170 ▲2/7d · JavaScriptPolymarket-Telegram-BotPolymarket-Telegram-Bot is the public landing repository for a hosted Telegram bot that alerts users to large Polymarket trades and offers one-tap betting and copy trading. The repository does not contain that bot: it has a README, an MIT license, and a small WebSocket feed example.SetupDocsCommunityMaturityVerdict insideAutomation★ 23k ▲48/7d · PythonskyvernSkyvern is an open-source system for automating browser work with language models, computer vision, and Playwright-compatible controls. It aims to replace fragile scripts tied to fixed selectors with workflows that can interpret pages, take actions, extract structured data, and check results.SetupDocsCommunityMaturityVerdict insideAutomation★ 8.9k ▲48/7d · TypeScriptclaude-code-actionClaude Code Action puts Claude inside GitHub issues and pull requests, where it can answer questions, review changes, edit code, and run prompted maintenance jobs. It solves the handoff between a repository conversation and an agent working on the checked-out code.SetupDocsCommunityMaturityVerdict insideAutomation★ 4.8k ▲65/7d · Pythonuser-scannerUser Scanner is a Python OSINT tool that checks an email address or username across hundreds of sites, then exports the findings or passes them to an MCP client. Its useful trick is cross-scanning: it can extract another handle, profile link, or exposed address from one result and follow that lead into a second scan.SetupDocsCommunityMaturityVerdict insideAutomation★ 34k ▲5/7d · JavaseleniumSelenium is an open-source toolkit for controlling major web browsers through the W3C WebDriver standard. It solves the problem of automating real browser actions for testing, repetitive workflows, and cross-browser checks without tying teams to one programming language or browser vendor.SetupDocsCommunityMaturityVerdict insideAutomation★ 435 ▲35/7d · fire-your-seo-agencyfire-your-seo-agency is a Claude Code skill that guides an agent through technical SEO, answer-engine visibility, AI crawler access, brand consistency, and Naver search work. Its canonical operating instructions are Korean, while the README and all six reference guides have English versions for human readers.SetupDocsCommunityMaturityVerdict insideAutomation★ 28k ▲17/7d · TypeScriptbudibaseBudibase is an open-source platform for building internal apps, workflow automations, and AI agents that can act on business systems. It aims to replace the usual patchwork of forms, approval tools, dashboards, and custom glue code with one system that engineers can host themselves or consume as a cloud service.SetupDocsCommunityMaturityVerdict insideAutomation★ 9.3k ▲6/7d · GoatlantisAtlantis is a self-hosted service that runs Terraform plans and applies from pull-request comments. It puts infrastructure changes, plan output, approvals, and execution history in the same review thread instead of relying on engineers to run Terraform from their laptops.SetupDocsCommunityMaturityVerdict insideAutomation★ 7.5k ▲61/7d · GoflyteFlyte 2 is a Python-facing system for running data, machine-learning, model-serving, and agent workflows on managed compute. This repository contains its Go control-plane work and API definitions, while the full Python SDK lives in a separate repository and the public self-hosted Flyte 2 backend is still described as coming soon.SetupDocsCommunityMaturityVerdict insideAutomation★ 469 ▲3/7d · Rustscalable-cliScalable CLI is the official command-line interface for Scalable Broker accounts. It replaces browser scripting with structured commands for viewing portfolios, market data, savings activity, and supported account changes, while requiring explicit confirmation for sensitive actions.SetupDocsCommunityMaturityVerdict insideAutomation★ 4.7k ▲21/7d · TypeScriptagentaAgenta is a shared workspace for building agents through chat, connecting them to tools, and running them interactively or on schedules and app events. It adds files, team access, configuration history, traces, costs, permissions, and background execution around harnesses such as Claude Code, Pi, and Codex.SetupDocsCommunityMaturityVerdict insideAutomation★ 22k ▲109/7d · PythonAI-TraderAI-Trader is a hosted and self-hostable platform where software agents publish trading ideas, simulate trades, follow other agents, and compete in challenges. It gives each registered agent a token and paper balance, then exposes feeds, positions, notifications, and copy-trading actions through HTTP and WebSocket APIs.SetupDocsCommunityMaturityVerdict insideAutomation★ 23k ▲56/7d · TypeScriptArchonArchon is an open-source workflow engine that turns an AI coding process into a repeatable YAML-defined sequence. It coordinates planning, implementation, testing, review, approval, and pull-request creation so an agent is less likely to skip a step or improvise the process each time.SetupDocsCommunityMaturityVerdict insideAutomation★ 31k ▲209/7d · RustcliGoogle Workspace CLI, invoked as `gws`, turns Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and other Workspace APIs into JSON-producing terminal commands. It builds most of its command tree from Google's Discovery documents and includes agent skills, so scripts and coding agents can use Workspace without a separate wrapper for each service.SetupDocsCommunityMaturityVerdict insideAutomation★ 2.0k ▲123/7d · TypeScriptBrowserSkillBrowserSkill lets a shell-capable AI agent control Chrome or Edge through a local command-line tool and browser extension. It opens a separate Agent Window, can temporarily borrow a tab you approve, and reuses the login state already present in your browser.SetupDocsCommunityMaturityVerdict insideAutomation★ 8.9k ▲21/7d · TypeScriptcheckoutActions Checkout is the official GitHub Action that places repository files in a workflow's workspace so later steps can build, test, or publish them. It handles authentication, shallow history, sparse checkout, submodules, Git LFS, and repositories other than the one that triggered the run.SetupDocsCommunityMaturityVerdict insideAutomation★ 42k ▲253/7d · KotlingkdGKD is a Chinese-language Android app for clicking interface elements when user-written selector rules match the current screen. Its README is in Chinese and includes no English guide; an open issue requests English language support. It is useful for skipping repetitive prompts and automating small actions across other apps.SetupDocsCommunityMaturityVerdict insideAutomation★ 64k ▲52/7d · Pythonopenpilotopenpilot is an open-source driver-assistance system that adds adaptive cruise control and lane centering to supported cars through comma hardware. It solves the gap between basic factory assistance and a frequently updated Level 2 system, while keeping the driver responsible for the vehicle.SetupDocsCommunityMaturityVerdict insideAutomation★ 125 · JavaScriptPolymarket-Telegram-BotPolymarket-Telegram-Bot is a public page for a hosted Telegram trading bot that advertises whale alerts, one-tap bets, copy trading, and a built-in Polymarket wallet. The repository does not contain that bot: it contains the README, an MIT license, and a short JavaScript WebSocket feed example.SetupDocsCommunityMaturityVerdict insideAutomation★ 31k ▲43/7d · TypeScriptnanoclawNanoClaw is a self-hosted personal AI assistant that receives messages, runs each agent in a container, remembers conversations, and handles scheduled work. It connects to chat services through installable skills and routes model credentials through a separate vault instead of placing raw keys inside agent containers.SetupDocsCommunityMaturityVerdict insideAutomation★ 22k ▲2/7d · TypeScriptgenerator-jhipsterJHipster generates full web applications and microservice systems around Java and Spring Boot, with Angular, React, or Vue on the client. It solves the blank-project problem by producing an opinionated application, build setup, security choices, database integration, and deployment files from one configuration.SetupDocsCommunityMaturityVerdict insideAutomation★ 9.1k ▲4/7d · GopipelineTekton Pipelines is a Kubernetes controller and set of custom resources for defining CI and delivery work as Tasks and Pipelines. It solves the problem of running container-based build and deployment steps inside a cluster without tying the workflow to one hosted CI service.SetupDocsCommunityMaturityVerdict insideAutomation★ 45k ▲35/7d · JavaScriptEasySpiderEasySpider is a Chinese-first visual web crawler with partial English documentation. It lets people build browser automation and data-collection flows by selecting page elements, arranging actions, and running the saved task through a desktop interface or command line.SetupDocsCommunityMaturityVerdict insideAutomation★ 40k ▲65/7d · TypeScriptnovuNovu is a notification and conversation platform for products and software agents. It gives developers one workflow layer for in-app inboxes, email, SMS, push, and chat, while outside providers still perform most delivery.SetupDocsCommunityMaturityVerdict insideAutomation★ 110 · JavaScriptiready-tooliReady Tool is a browser extension, userscript, and bookmarklet that tries to skip i-Ready lessons, alter recorded minutes, answer questions, and bypass diagnostics. Its stated use directly interferes with an educational platform's assessments and activity records.SetupDocsCommunityMaturityVerdict insideAutomation★ 35k ▲480/7d · ZigbrowserLightpanda is a headless browser built for web automation and AI agents rather than human browsing. It implements web APIs, JavaScript, CDP, agent commands, and MCP access without shipping Chromium or WebKit.SetupDocsCommunityMaturityVerdict insideAutomation★ 30k ▲56/7d · PythonGitHub520GitHub520 is documented primarily in Chinese, and the repository does not provide an English guide. It publishes a frequently refreshed hosts file that maps GitHub domains to selected IP addresses, aiming to reduce slow loads and missing images for users whose normal DNS route performs poorly.SetupDocsCommunityMaturityVerdict insideAutomation★ 33k ▲287/7d · Batchfilezapret-discord-youtubeZapret Discord YouTube is a Russian-language Windows bundle for working around provider-level blocking of Discord, YouTube, and other configured services. The main documentation is in Russian and no English guide is included; it packages Batch scripts, traffic-routing strategies, WinDivert, and binaries from the upstream zapret projects.SetupDocsCommunityMaturityVerdict insideAutomation★ 790 ▲28/7d · PythonCybermesCybermes is an English-language offensive-security framework for authorized reconnaissance, vulnerability checking, evidence collection, and report generation. It combines a Go MCP server, Python orchestration, outside security tools, and more than 200 playbooks so an AI client or terminal workflow can carry an assessment from scope checks to written findings.SetupDocsCommunityMaturityVerdict insideAutomation★ 772 ▲66/7d · Pythonoutlook-auto-registerOutlook Auto Register is a Chinese-first Python tool for creating Outlook accounts in batches through Microsoft's web endpoints instead of a browser. A full English README exists, and the project combines CAPTCHA solving, residential proxies, recovery proofs, token collection, account storage, and liveness checks in one console.SetupDocsCommunityMaturityVerdict insideAutomation★ 22k ▲48/7d · TypeScriptrenovateRenovate finds dependency references in a repository, checks for newer releases, and opens pull requests with the version and lockfile changes. It covers more than 90 package managers and several source-control platforms, giving teams one policy engine for updates that would otherwise be checked by hand.SetupDocsCommunityMaturityVerdict insideAutomation★ 708 ▲23/7d · Pythonbacklink_skillsBacklink Skills is primarily documented in Simplified Chinese, with a full English README and shorter documentation in many other languages. It is a collection of Codex workflows for qualifying product directories, recording authorized submissions, and writing SEO content for websites, LinkedIn, Medium, and WeChat.SetupDocsCommunityMaturityVerdict insideAutomation★ 860 ▲23/7d · Pythonmacos-harnessmacOS Harness gives a coding agent direct Python access to screenshots, keyboard and pointer events, Accessibility data, Apple Events, browser control, files, and shell commands on a Mac. Instead of shipping a tool for every application, it exposes a small set of low-level primitives and lets the agent write missing automation during the task.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.0k ▲6/7d · Pythonlanshu-create-ai-presenter-videoThe primary README is in Chinese, and English operational documentation is available in `SKILL.md` and its reference files. Lanshu Create AI Presenter Video is a Codex skill that organizes a topic or script, an authorized adult presenter image, voice generation, presenter animation, lip sync, captions, editing, rendering, and quality checks into one resumable job.SetupDocsCommunityMaturityVerdict insideAutomation★ 20k ▲22/7d · TypeScriptsunaKortix, in the repository still named Suna, is a system for running AI agents inside isolated cloud computers and reviewing their work through git-style change requests. It gives a company one place to version agent instructions, skills, memory, connectors, schedules, and the machine configuration behind automated work.SetupDocsCommunityMaturityVerdict insideAutomation★ 22k ▲12/7d · Rubyhomebrew-caskHomebrew Cask is the catalogue that lets Homebrew install and manage prebuilt applications, fonts, plugins, and other vendor packages. It replaces manual download-and-drag installation with repeatable `brew` commands, while each cask records where an artifact comes from and how Homebrew should install or remove it.SetupDocsCommunityMaturityVerdict insideAutomation★ 779 ▲15/7d · TypeScriptlink-cliLink CLI gives software agents one-time payment credentials from a user's Link wallet, so an agent can complete a purchase without storing the user's real card details. It supports ordinary checkout forms, Stripe-hosted payment pages, and sellers using machine payment protocols, with the user approving a spend request before credentials are issued.SetupDocsCommunityMaturityVerdict insideAutomation★ 283 ▲7/7d · TypeScriptagentcore-cliAgentCore CLI creates, runs, packages, deploys, and operates AI agents on Amazon Bedrock AgentCore. It turns agent code and JSON resource specifications into AWS infrastructure, with commands for memory, gateways, credentials, evaluations, policies, knowledge bases, observability, and payments.SetupDocsCommunityMaturityVerdict insideAutomation★ 8.0k ▲35/7d · TypeScriptpi-autoresearchpi-autoresearch is an extension for the pi coding agent that changes code, runs a numeric measurement, keeps improvements, and reverts regressions. It stores the goal, measurement script, and experiment history in the project so the work can resume after a restart or context reset.SetupDocsCommunityMaturityVerdict insideAutomation★ 23k ▲19/7d · JavaScriptwhatsapp-web.jswhatsapp-web.js is a Node.js library that controls a linked WhatsApp account through WhatsApp Web in a managed browser. It lets developers send and receive messages, media, reactions, polls, and group actions without using Meta's official business API.SetupDocsCommunityMaturityVerdict insideAutomation★ 18k ▲86/7d · Pythonbrowser-harnessBrowser Harness lets a coding agent control a real Chrome session through the Chrome DevTools Protocol. It can use existing logins, click and type on interactive pages, and write reusable Python helpers when a site needs behavior the base tool does not provide.SetupDocsCommunityMaturityVerdict insideAutomation★ 96k ▲15/7d · TypeScriptpuppeteerPuppeteer is a TypeScript and JavaScript library for controlling Chrome or Firefox from Node.js. It turns browser tasks such as navigation, form input, screenshots, PDF creation, debugging, and page inspection into code, using the DevTools Protocol or WebDriver BiDi.SetupDocsCommunityMaturityVerdict insideAutomation★ 17k ▲75/7d · GocliLark CLI is the official command-line interface for operating Lark and Feishu services such as Messenger, Docs, Base, Calendar, Mail, and Tasks. It gives people and AI agents structured commands for work that would otherwise require the web app or custom Open Platform code.SetupDocsCommunityMaturityVerdict insideAutomation★ 11k ▲506/7d · JavaScriptcamofox-browserCamofox Browser wraps the Firefox-based Camoufox anti-detection engine in a REST API and MCP server for AI agents. It returns compact accessibility snapshots with stable element references, manages isolated browser sessions, and supports clicks, typing, screenshots, downloads, cookies, proxies, and structured extraction without asking an agent to parse a full page.SetupDocsCommunityMaturityVerdict insideAutomation★ 4.2k ▲17/7d · Goactionlintactionlint is a static checker for GitHub Actions workflow YAML. It catches workflow syntax errors, invalid expressions, incorrect action inputs, dependency mistakes, unsafe script interpolation, and some embedded shell or Python problems before GitHub runs the workflow.SetupDocsCommunityMaturityVerdict insideAutomation★ 2.2k ▲14/7d · GokarpenterKarpenter is the provider-neutral core of a Kubernetes node autoscaler. It watches pods the scheduler cannot place, chooses machines that satisfy their resource and placement rules, asks a cloud-provider implementation to create those nodes, and removes capacity when it is no longer useful.SetupDocsCommunityMaturityVerdict insideAutomation★ 26k ▲21/7d · GopulumiPulumi is an infrastructure-as-code system that lets teams define cloud resources with TypeScript, JavaScript, Python, Go, .NET, Java, or YAML. Its CLI evaluates that program, compares the desired resources with stored stack state, and asks cloud providers to create, update, or delete infrastructure.SetupDocsCommunityMaturityVerdict insideAutomation★ 3.1k ▲29/7d · Rustwecom-cliwecom-cli is a command-line client for WeCom whose README and command guidance are primarily Chinese, with no English README linked. It lets people and AI agents work with messages, mail, documents, spreadsheets, tasks, calendars, meetings, cloud-drive files, and contacts from a terminal.SetupDocsCommunityMaturityVerdict insideAutomation★ 46k ▲11/7d · JavaScriptzxzx lets JavaScript and TypeScript developers write shell scripts with normal loops, promises, exception handling, and npm packages. Its tagged template runs commands through Bash or PowerShell, escapes interpolated arguments, and returns output as a process object.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.2k ▲399/7d · Pythongpt_nervergpt_nerver is a Chinese-language PyQt6 desktop application for bulk ChatGPT account maintenance, registration, and Plus subscription workflows. The repository has no English guide; its Chinese documentation explains how it coordinates accounts, email sources, proxies, virtual cards, redemption codes, and several maintainer-run services.SetupDocsCommunityMaturityVerdict insideAutomation★ 7.9k ▲37/7d · GohatchetHatchet is an orchestration system for background jobs, AI agents, and workflows that must recover after a process stops. Python, TypeScript, Go, and Ruby applications get queues, retries, schedules, rate limits, monitoring, and durable execution through a hosted service or a self-managed deployment.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.0k ▲30/7d · GoongridOngrid is a self-hosted operations workspace where an AI agent can inspect metrics, logs, traces, topology, runbooks, and hosts from a web console or team chat. It aims to shorten incident diagnosis, then puts production-changing commands behind a human approval flow.SetupDocsCommunityMaturityVerdict insideAutomation★ 279 ▲3/7d · TypeScriptnft-public-mintNFT Public Mint Sniper is a command-line tool that prepares and sends SeaDrop public-mint transactions on Ethereum, Base, and Robinhood Chain. It reads the price, fee recipient, wallet limit, and opening time from the contract so a user does not need an OpenSea login or API token.SetupDocsCommunityMaturityVerdict insideAutomation★ 30k ▲43/7d · TypeScriptsimSim is a shared workspace for building, deploying, and monitoring AI agents and automated workflows. Teams can assemble work visually, through chat, or in code, then connect models, business apps, files, tables, and searchable knowledge in one system.SetupDocsCommunityMaturityVerdict insideAutomation★ 555 · JavaScriptmcp-serverSV Number MCP Server lets an AI agent rent a temporary phone number, wait for its SMS verification code, and close or cancel the order. It exposes nine tools to MCP clients such as Claude Code, Codex, Cursor, and Claude Desktop, while the actual number inventory comes from a paid hosted service.SetupDocsCommunityMaturityVerdict insideAutomation★ 9.2k ▲192/7d · Pythonclaude-adsClaude Ads is a Claude Code skill and Python toolkit for auditing, planning, monitoring, and reporting paid advertising across 12 platforms. It turns authorized exports or account reads into evidence-backed findings and drafts changes behind approval, rollback, and verification gates.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.1k ▲17/7d · TypeScripteve-software-factory-templateThe Eve Software Factory Template deploys Foreman, a four-stage coding-agent workflow that takes work from GitHub or Linear and ends with a reviewed draft pull request. It separates classification, planning, implementation, and review into different agents while reserving approval and merge decisions for people.SetupDocsCommunityMaturityVerdict insideAutomation★ 2.6k ▲296/7d · TypeScriptOpenMausBotOpenMausBot is a local-first desktop chat app in English where each contact is a separate Claude, Codex, or Grok agent running through a CLI on your computer. It gives those agents their own conversations, models, approvals, optional cloud or local computers, connected apps, routines, and voice features.SetupDocsCommunityMaturityVerdict insideAutomation★ 2.8k ▲143/7d · Pythonphone-harnessPhone Harness gives a coding agent basic sight and input on a real iPhone or Android phone. It uses iPhone Mirroring plus macOS capture and input APIs for iOS, or adb screenshots, the accessibility tree, and input commands for Android, without installing an app on the phone.SetupDocsCommunityMaturityVerdict insideAutomation★ 8.4k ▲12/7d · Goflux2Flux keeps Kubernetes clusters aligned with configuration stored in Git repositories, OCI artifacts, Helm repositories, or buckets. Its controllers repeatedly fetch declared sources, apply Kustomize or Helm changes, report status, and can write new image versions back to Git.SetupDocsCommunityMaturityVerdict insideAutomation★ 17k ▲11/7d · Goargo-workflowsArgo Workflows is a workflow engine that runs each step as a container on Kubernetes. Teams describe a sequence or dependency graph in Kubernetes resources, then use the controller, API, CLI, or web interface to submit, watch, retry, schedule, and archive jobs.SetupDocsCommunityMaturityVerdict insideAutomation★ 25k ▲382/7d · Pythonvideo-usevideo-use is a skill and helper toolkit that lets Claude Code, Codex, Hermes, or another shell-capable agent edit raw video through transcripts and selected visual timelines. It turns an approved edit plan into cuts, subtitles, color treatment, overlays, and a rendered `final.mp4` while keeping the source footage outside the skill directory.SetupDocsCommunityMaturityVerdict insideAutomation★ 10k ▲93/7d · JavaScriptmotrix-nextMotrix Next is a desktop download manager for HTTP, HTTPS, SFTP, ED2K, BitTorrent, magnet links, and torrent files. It rebuilds the Motrix experience with Tauri 2, Vue 3, Rust, and a maintained aria2 fork, while adding browser-extension control and native desktop integration.SetupDocsCommunityMaturityVerdict insideAutomation★ 14k ▲162/7d · TypeScriptOpenWAOpenWA is a self-hosted REST, webhook, dashboard, and MCP gateway for WhatsApp automation. It runs unofficial reverse-engineered clients through either whatsapp-web.js or Baileys, giving developers multi-session messaging without Meta's official Cloud API.SetupDocsCommunityMaturityVerdict insideAutomation★ 24k ▲119/7d · TypeScriptopenworkOpenWork is a desktop workspace and shared capability layer for AI agents. One remote MCP lets Codex, Claude Code, Cursor, OpenCode, and other clients search and run assigned skills, plugins, MCP connections, Google Workspace actions, and Microsoft 365 actions without copying each integration into every client.SetupDocsCommunityMaturityVerdict insideAutomation★ 882 ▲33/7d · Goagent-deckAgent Deck is a terminal control panel for running many coding-agent sessions across projects. It organizes Claude Code, Codex, Gemini CLI, OpenCode, and other tools through tmux, then adds status tracking, worktrees, MCP and skill management, cost records, and optional phone control.SetupDocsCommunityMaturityVerdict insideAutomation★ 544 ▲4/7d · JavaScriptbettergi-scripts-listbettergi-scripts-list is a Chinese-language community catalog of automation scripts for BetterGI and Genshin Impact. The repository has no English documentation; it collects combat routines, map paths, JavaScript tasks, and card-game strategies that run through the separate BetterGI Windows application.SetupDocsCommunityMaturityVerdict insideAutomation★ 3.4k ▲123/7d · JavaScriptyoutube-automation-agentYouTube Automation Agent is a Node.js application that turns a topic into a script, images, narration, a rendered video, metadata, and a scheduled YouTube upload. It is designed to replace the repetitive handoffs between idea research, asset generation, editing, SEO, publishing, and basic analytics for a small automated channel.SetupDocsCommunityMaturityVerdict insideAutomation★ 7.2k ▲925/7d · GosuperplaneSuperPlane is an automation system for engineering work that crosses source control, CI, cloud infrastructure, monitoring, incident tools, and AI agents. It stores those steps as durable, Git-backed workflow apps with approvals, shared memory, and operator dashboards so a long process can survive failures and remain inspectable.SetupDocsCommunityMaturityVerdict insideAutomation★ 59k ▲455/7d · TypeScriptremotionRemotion turns React components into videos and images, with frames driven by code, props, and data. It gives developers a browser-based studio for authoring and several rendering paths for local jobs, servers, cloud functions, applications, and batch production.SetupDocsCommunityMaturityVerdict insideAutomation★ 128k ▲776/7d · GokubernetesKubernetes is an open-source control system for deploying, maintaining, and scaling containers across multiple machines. It keeps applications close to a declared state by scheduling workloads and coordinating the control plane, nodes, networking, storage, and service discovery around them.SetupDocsCommunityMaturityVerdict insideAutomation★ 11k ▲16/7d · GokedaKEDA adds event-driven autoscaling to Kubernetes, including scaling workloads down to zero and back up when an external signal changes. It exposes those signals through Kubernetes metrics and works with the Horizontal Pod Autoscaler, so operators define scaling behavior with custom resources instead of writing a controller for each queue or service.SetupDocsCommunityMaturityVerdict insideAutomation★ 16k ▲495/7d · JavaScriptego-liteego lite is a macOS Chromium browser built so people and coding agents can work in separate Task Spaces while sharing login state. This repository contains the MIT-licensed `ego-browser` helper and agent skill; the browser application itself is a separate free download.SetupDocsCommunityMaturityVerdict insideAutomation★ 3.6k ▲9/7d · Gomd2wechat-skillmd2wechat is a Chinese-first CLI and agent skill that turns Markdown into formatted WeChat Official Account articles, checks them, creates images, and can send finished work to the WeChat draft box. The README and linked operating guides are in Chinese; the license contains an English legal text, but the repository does not list a full English user guide.SetupDocsCommunityMaturityVerdict insideAutomation★ 14k ▲23/7d · GosemaphoreSemaphore UI puts a web interface, schedules, credentials, inventories, and access control around Ansible, Terraform, OpenTofu, Terragrunt, PowerShell, and shell tasks. It is for teams that have outgrown running deployment commands from one person's terminal but do not want a larger automation platform.SetupDocsCommunityMaturityVerdict insideAutomation★ 891 ▲19/7d · Goskill-upskill-up is a command-line evaluator for Agent Skills, including skills used by Claude Code, Codex, Qoder CLI, and Qwen Code. It runs YAML-defined cases, grades the results, produces local or CI reports, and ships a companion skill that can revise a skill or its eval suite after failures.SetupDocsCommunityMaturityVerdict insideAutomation★ 24k ▲40/7d · Goargo-cdArgo CD is a continuous-delivery controller for Kubernetes that treats Git as the desired state of applications. It compares repository manifests with live clusters, shows drift, and can synchronize changes manually or automatically.SetupDocsCommunityMaturityVerdict insideAutomation★ 7.7k ▲2/7d · Gokarpenter-provider-awsKarpenter Provider AWS is a Kubernetes controller that launches suitable EC2 instances when pods cannot be scheduled, then removes or replaces nodes as demand changes. It chooses capacity from pod requirements and AWS instance options instead of making teams predefine a node group for every workload shape.SetupDocsCommunityMaturityVerdict insideAutomation★ 7.0k ▲607/7d · TypeScriptapify-mcp-serverApify MCP Server lets an AI assistant find and run Apify's web scrapers, crawlers, and automation jobs as tools. It gives chat and coding clients a common way to collect data from websites, search engines, maps, social networks, and stores without writing a scraper for every request.SetupDocsCommunityMaturityVerdict insideAutomation★ 11k ▲26/7d · PythonskypilotSkyPilot is a Python control plane for launching and managing AI workloads across Kubernetes, Slurm, public clouds, and specialist GPU providers. One task file can request hardware, sync code, run setup commands, recover jobs, and stop idle resources without rewriting the workload for every backend.SetupDocsCommunityMaturityVerdict insideAutomation★ 15k ▲125/7d · PythonholeheHolehe is a command-line OSINT tool that checks whether an email address appears to be registered on many websites. It infers the answer from signup, login, and password-recovery responses, sometimes returning masked recovery details without intentionally sending a message to the address.SetupDocsCommunityMaturityVerdict insideAutomation★ 38k ▲129/7d · PythonmaigretMaigret is a Python OSINT tool that checks a username across more than 3,000 sites, then collects profile details and links into readable or machine-friendly reports. It turns a slow, repetitive account hunt into one command, with no site API keys required for the standard search.SetupDocsCommunityMaturityVerdict insideAutomation★ 4.8k ▲28/7d · Gogo-whatsapp-web-multideviceGOWA turns one or more linked WhatsApp accounts into a self-hosted REST API, webhook source, dashboard, Chatwoot bridge, and MCP server. It lets software send and receive messages through unofficial WhatsApp Web sessions instead of Meta's supported business platform.SetupDocsCommunityMaturityVerdict insideAutomation★ 50k ▲16/7d · GoterraformTerraform is an infrastructure-as-code command-line tool that compares declarative configuration with provider-managed infrastructure, shows a plan, and applies the resulting changes. It gives teams a versioned way to create and modify cloud, service, and in-house resources through provider plugins.SetupDocsCommunityMaturityVerdict insideAutomation★ 8.5k ▲32/7d · Goclaude-squadClaude Squad is a terminal interface for running several coding-agent sessions at once. It puts each Claude Code, Codex, Gemini CLI, Aider, or custom command in its own tmux session and Git worktree, then lets you inspect diffs and move finished work back into your branch.SetupDocsCommunityMaturityVerdict insideAutomation★ 18k ▲58/7d · GophoneinfogaPhoneInfoga is a command-line and web tool for collecting public information connected to a phone number. It normalizes the number, identifies basics such as country and carrier, then helps an investigator search external services and the open web for leads.SetupDocsCommunityMaturityVerdict insideAutomation★ 15k ▲71/7d · TypeScriptmidsceneMidscene is a TypeScript GUI automation system that asks a multimodal model to find and operate controls from screenshots. It plugs into Playwright, Puppeteer, Vitest, YAML workflows, and agent skills, with adapters extending the same approach to mobile and desktop interfaces.SetupDocsCommunityMaturityVerdict insideAutomation★ 1.3k ▲16/7d · PythoncentaurCentaur is a self-hosted platform that lets a team talk to coding agents from Slack or an API and gives each conversation a Kubernetes sandbox. It stores the conversation and execution state, brokers approved credentials, runs durable workflows, and can host Claude Code, Codex, Amp, or another command-line agent behind one shared control plane.SetupDocsCommunityMaturityVerdict insideAutomation★ 22k ▲291/7d · PythonspiderfootSpiderFoot automates open-source intelligence collection for domains, IP addresses, networks, email addresses, usernames, people, and cryptocurrency addresses. Its web interface and CLI connect more than 200 modules, pass discoveries between them, correlate results, and export the resulting investigation data.SetupDocsCommunityMaturityVerdict insideAutomation★ 50k ▲431/7d · GomulticaMultica is a work board for assigning software tasks to AI coding agents and keeping their runs, comments, blockers, costs, and human review in one issue. It drives 23 supported agent command-line tools on machines you control, while the board can run in Multica's cloud or on your own server.SetupDocsCommunityMaturityVerdict insideAutomation★ 43k ▲279/7d · Rustagent-browseragent-browser is a command-line browser controller designed for coding agents and automation scripts. It turns pages into accessibility-tree references, then lets an agent click, type, inspect, record, and compare browser state through a native Rust daemon or an MCP server.SetupDocsCommunityMaturityVerdict insideAutomation★ 5.1k ▲20/7d · Gogh-awGitHub Agentic Workflows lets maintainers describe repository jobs in Markdown and run an AI coding agent inside GitHub Actions. Its CLI compiles those instructions into normal workflow YAML, with read-only agent jobs by default and validated safe-output jobs for approved writes such as comments, issues, or pull requests.SetupDocsCommunityMaturityVerdict insideAutomation★ 20k ▲86/7d · Gores-downloaderres-downloader is a Chinese-first desktop application, with a separate English README, for finding and downloading video, audio, images, M3U8 playlists, and live streams passing through your computer. It runs a local proxy, watches network requests, and presents likely media resources in a simpler interface than a general packet-capture tool.SetupDocsCommunityMaturityVerdict insideAutomation★ 26k ▲83/7d · TypeScriptcrawleeCrawlee is a TypeScript and JavaScript framework for web crawling, scraping, and browser automation. It gives HTTP and browser crawlers a shared system for queues, retries, sessions, proxies, storage, routing, and scaling, so developers do not have to assemble those pieces around Playwright or an HTML parser.SetupDocsCommunityMaturityVerdict insideAutomation★ 7.2k ▲153/7d · GoApp-Store-Connect-CLIApp Store Connect CLI, called `asc`, puts Apple's app-management APIs and common Xcode release work behind scriptable commands. It covers builds, TestFlight, submissions, metadata, screenshots, signing, subscriptions, analytics, Xcode Cloud, and Apple Ads without making developers click through each task in the web console.SetupDocsCommunityMaturityVerdict insideAutomation★ 81k ▲336/7d · TypeScriptpaperclipPaperclip is a self-hosted control plane for coordinating teams of AI agents around company goals, tasks, reporting lines, budgets, approvals, schedules, and audit records. It does not build the agents; it connects Claude Code, Codex, OpenClaw, shell, HTTP, and plugin workers to persistent work with operator controls.SetupDocsCommunityMaturityVerdict insideAutomation★ 3.0k ▲13/7d · GokueueKueue is a Kubernetes controller that decides when batch, AI, and other resource-heavy jobs may start. It adds job-level queues, quotas, borrowing, fair sharing, and preemption while leaving pod placement to the normal Kubernetes scheduler.SetupDocsCommunityMaturityVerdict insideAutomation★ 6.5k ▲9/7d · Goactions-runner-controllerActions Runner Controller, usually called ARC, is a Kubernetes operator for creating and scaling self-hosted GitHub Actions runners. It adds runner capacity when workflows need it and can remove ephemeral runner pods after jobs finish.SetupDocsCommunityMaturityVerdict insideAutomation★ 6.2k ▲29/7d · Pythonclaude-code-security-reviewClaude Code Security Reviewer is a GitHub Action that sends pull-request changes to Claude Code, filters the resulting findings, and can post security comments on affected lines. The repository also supplies the prompt behind Claude Code's built-in `/security-review` command.SetupDocsCommunityMaturityVerdict insideAutomation★ 5.8k ▲104/7d · PythonloopxLoopX keeps goals, approvals, evidence, quotas, and handoffs outside an AI agent's chat history so work can survive restarts and move between agent hosts. It sits above Codex, Claude Code, Cursor, and custom runners as a local control plane; it does not execute the agent's work itself.SetupDocsCommunityMaturityVerdict insideAutomation★ 7.5k ▲78/7d · JavaScriptk-skillk-skill is a Korean-first collection of 118 agent skills for Korean transport, government data, shopping, finance, documents, local services, and language tasks. The README and feature guides are written primarily in Korean, with no English README listed. It installs into Claude Code, Codex, OpenCode, OpenClaw, and other skill-aware agents.SetupDocsCommunityMaturityVerdict insideAutomation★ 23k ▲113/7d · GotemporalTemporal is a durable execution server for application workflows that must survive process crashes, network failures, retries, and long waits. Developers write workflow and activity code with a language SDK, run their own workers, and let the server persist event history and coordinate the next task.SetupDocsCommunityMaturityVerdict insideAutomation★ 47k ▲60/7d · PythonairflowApache Airflow schedules and monitors workflows whose steps and dependencies are written in Python. It is meant for recurring, mostly stable jobs such as data pipelines and model training, where teams need retries, history, a UI, and a shared scheduler instead of a pile of cron entries.SetupDocsCommunityMaturityVerdict insideAutomation★ 14k ▲3/7d · JavaScriptautomatischAutomatisch is a self-hosted workflow builder for connecting online services and moving data between them without writing each integration from scratch. It targets the same trigger-and-action work as Zapier, while keeping workflow data and third-party credentials on infrastructure you control.SetupDocsCommunityMaturityVerdict insideAutomation★ 50k ▲15/7d · RubyhuginnHuginn is a self-hosted web application for building agents that watch websites and feeds, pass events through a graph, and trigger actions. It solves the recurring job of monitoring online changes without handing every workflow and its data to a hosted automation service.SetupDocsCommunityMaturityVerdict insideAutomation★ 28k ▲88/7d · JavakestraKestra is an event-driven workflow orchestrator for data jobs, AI tasks, infrastructure operations, and business processes. Teams define flows in YAML, edit them visually, trigger them on schedules or events, and run scripts or plugins across local machines, containers, Kubernetes, and cloud services.SetupDocsCommunityMaturityVerdict insideAutomation★ 18k ▲98/7d · RustwindmillWindmill is a self-hosted platform that turns scripts into APIs, scheduled jobs, workflows, and internal applications. It gives developers one place to write automation in several languages, connect credentials, compose steps, and put a generated or custom interface in front of the result.SetupDocsCommunityMaturityVerdict insideAutomation★ 24k ▲107/7d · TypeScriptactivepiecesActivepieces is a visual workflow builder for connecting apps, running scheduled jobs, and adding approval or AI steps without writing the whole integration yourself. Its TypeScript integration packages can also be exposed as MCP servers for agent clients.SetupDocsCommunityMaturityVerdict insideAutomation★ 204k ▲422/7d · TypeScriptn8nn8n is a source-visible workflow system for connecting apps, APIs, code, and AI models on a visual canvas. It solves the plumbing around scheduled jobs, webhooks, approvals, and multi-step automations while still letting developers drop into JavaScript or Python.SetupDocsCommunityMaturityVerdict inside