AI TOOL GUIDE
This is not a generic link dump. It is a curated working map for builders: global default products, coding agents, model APIs, design and prototype tools, hosting, launch channels, payments, learning resources, and regional alternatives.
Tools are included when they have a real product surface, practical workflow value, durable visibility, or direct relevance to the builds documented on this site. Announcement-only features are grouped under their parent product.
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Interface resources, design systems, DESIGN.md files, and visual rules that help AI coding stay visually consistent.
A collection of DESIGN.md files for popular brand design systems, useful for giving coding agents a concrete visual and component brief.
TOP 02 D Design Resources for Developers DesignDeveloper-friendly design resources covering colors, fonts, images, templates, CSS frameworks, UI libraries, and practical visual assets.
TOP 03 a awesome-design-systems DesignA curated collection of mature design systems and pattern libraries for studying components, content guidance, accessibility, and brand consistency.
TOP 04 G Game-Assets-And-Resources Game assetsA game asset and resource index covering 2D, 3D, mobile games, Unity, Steam, and other game-development contexts for fast prototyping.
TOP 05 g game-icons/icons Game assetsThe SVG icon repository for Game-icons.net, useful for RPG, card, strategy, inventory, skill, status, and game UI icons.
TOP 06 G GDQuest game-sprites Game assetsCC0 game sprites from GDQuest for prototypes, useful when you want to focus on gameplay, collisions, movement, and level logic first.
TOP 07 I Intersect Assets Game assetsA complete 2D fantasy MMORPG asset collection with sprites, tilesets, animations, interface elements, sounds, music, and tools.
TOP 08 G Game Icon Pack Game assetsA CC0 rounded game icon pack with SVG and multiple PNG sizes, useful for inventory, skills, items, buttons, and prototype UI.
TOP 09 a awesome-cc0 Game assetsA CC0 public-domain resource index that includes Kenney, Quaternius, itch.io CC0, OpenGameArt, and other game-asset sources.
GitHub-hosted course paths and learning repos worth returning to for AI and LLM fundamentals.
Andrej Karpathy's free neural-network course covering micrograd, makemore, GPT, tokenizers, and deep-learning foundations.
TOP 02 L LLM Course CourseFree LLM course path covering fundamentals, training, fine-tuning, deployment, and LLM application engineering.
TOP 03 f fast.aiPractical deep-learning courses that start from applied projects and move toward model understanding.
TOP 04 H Hugging Face CourseOfficial free course for Transformers, datasets, tokenizers, and model deployment workflows.
TOP 05
OpenAI Cookbook OpenAI examples and patterns for APIs, RAG, agents, evaluation, and production integration.
TOP 06 T The Missing SemesterMIT course for Shell, Git, debugging, editors, and practical engineering foundations.
Codex, Claude Code, MCP, code LLM, agent, and engineering-workflow resources.
My public GitHub starred list, used as a living candidate pool for AI coding, design, macOS, local models, and product-growth resources.
TOP 02 a awesome-mcp-servers AI CodingA large MCP server directory for finding data sources, tools, and automations that can connect to Codex, Claude Desktop, Cursor, Cline, and other agents.
TOP 03 A Awesome-Code-LLM AI CodingPapers, datasets, and benchmarks for code LLMs and software-engineering tasks, useful for understanding where AI coding actually works.
TOP 04 a awesome-agents AI CodingA directory of AI agent projects and frameworks, useful for comparing coding agents, execution tools, and orchestration approaches.
TOP 05 a awesome-claude-code AI CodingClaude Code skills, hooks, slash commands, orchestrators, applications, and plugins for building a richer terminal-agent workflow.
TOP 06 a agent-skills AI CodingProduction-grade engineering skills from Addy Osmani for turning clarification, testing, refactoring, review, and delivery into agent-readable workflows.
Mac, SwiftUI, local-model, open-model, and offline AI product references.
A curated list of open-source Swift macOS apps; the Local LLM section is a practical reference for native desktop AI products.
TOP 02 a awesome-local-ai Local LLMJan's entry point to local AI tools across chat, inference, vector search, RAG, offline AI, and local-first workflows.
TOP 03 a awesome-local-llms Local LLMA metric-aware list of local LLM and generative-AI projects for comparing inference, serving, apps, agents, and production components.
TOP 04 o open-llms Local LLMEugene Yan's list of commercially usable open LLMs, useful for checking model licenses and product integration risk.
TOP 05 a awesome-langchain Local LLMA curated list of LangChain tools and projects for learning RAG, agents, tool calling, and LLM application engineering.
Resources for finding first users, distribution, positioning, launch paths, and growth after the product is built.
Practical marketing resources for getting the first 10, 100, and 1000 users for a SaaS, app, or startup.
TOP 02 a awesome-indie MarketingResources about making money as an independent developer, including bootstrapping, SaaS, growth, marketing, and product stories.
TOP 03 a awesome-indiehackers MarketingBlogs, cases, communities, and tools from the Indie Hackers world for learning from real solo-builder and bootstrapped-product stories.
TOP 04 M Marketing for Engineers MarketingA hand-picked marketing collection for engineers, especially beta users, low-budget promotion, first users, and technical-product communication.
TOP 05 a awesome-oss-alternatives MarketingOpen-source alternatives to established SaaS products, useful for competitor research, pricing references, positioning, and product differentiation.
Free commercially usable music, sound effects, UI audio, and retro game music for games, apps, websites, and demos; still check each repository license before shipping.
A public-domain / CC0 music collection for background music, experimental music, and procedural-music research. The repo is large, so browse by source folder.
TOP 02 H Homebrew VGM AudioCC0 retro game jingles, fanfares, and short melodies for Game Boy, pixel-art, arcade-style games, and achievement feedback.
TOP 03 K Kenney UI Audio AudioKenney's CC0 UI sound pack with buttons, switches, and generic clicks for game menus, mobile apps, web interactions, and prototypes.
TOP 04 C Chip Sounds AudioCC0 low-fi retro sound effects ready for Defold, web games, pixel projects, and lightweight interaction feedback.
TOP 05 F Free original music for games and film AudioTanner Helland's original game and film music in mp3, MIDI, ogg, and FLAC. It uses CC BY 4.0, so commercial projects should keep attribution.
top
ChatGPT Essential OpenAI's general AI assistant and the main entry for Projects, Canvas, voice, images, deep research, and agent workflows.
TOP 02
Claude Essential Anthropic's assistant for long context, writing, careful reasoning, code understanding, and complex multi-step tasks.
TOP 03
Gemini Essential Google's AI assistant connected to multimodal work, search, Workspace, NotebookLM, and the broader Google AI ecosystem.
openai-suite
ChatGPT Essential OpenAI's general AI assistant and the main entry for Projects, Canvas, voice, images, deep research, and agent workflows.
TOP 02 OpenAI Codex Builder OpenAI's coding agent for repository-level code tasks, debugging, refactoring, builds, and code review.
TOP 03 OpenAI API Platform Builder OpenAI's API, model, documentation, and app-building entry point for bringing ChatGPT, Codex, and agent capabilities into products.
TOP 04 Apps SDK Builder Framework for building ChatGPT Apps with external services, MCP tools, and custom UI inside ChatGPT.
TOP 05 Agent Builder Builder Visual agent workflow builder for designing, debugging, and exporting agent flows from the OpenAI platform.
anthropic-suite
Claude Essential Anthropic's assistant for long context, writing, careful reasoning, code understanding, and complex multi-step tasks.
TOP 02 Claude Code Builder Anthropic's terminal coding agent for project understanding, edits, tests, Git workflows, and long-running repository tasks.
TOP 03 Claude Cowork Anthropic's agentic workspace direction for knowledge work, files, apps, and multi-step deliverables.
TOP 04 Claude Design Anthropic Labs design experiment for quickly exploring interface ideas, brand direction, and visual prototypes.
TOP 05 Claude for Chrome Browser-side Claude entry for reading pages, operating in web context, and keeping assistance closer to the page.
google-suite
Gemini Essential Google's AI assistant connected to multimodal work, search, Workspace, NotebookLM, and the broader Google AI ecosystem.
TOP 02 NotebookLM Google's source-grounded research and note tool for reading files, asking questions over materials, summaries, and audio overviews.
TOP 03 Google AI Studio Builder Gemini API, prompt testing, model experiments, and developer prototyping for Gemini-powered products.
TOP 04 Google Stitch Hot Google Labs AI prototyping tool for generating high-fidelity mobile and web UI from natural language.
TOP 05
Google Antigravity Google's agent-first development platform for Gemini-driven planning, execution, and verification of software tasks.
TOP 06 Jules Google's asynchronous coding agent for handing code tasks to a cloud agent and reviewing the results later.
TOP 07 AI Mode / Search Agents Search Google Search's AI Mode entry for complex search, follow-up questions, and multimodal research.
TOP 08 Google Flow Creative Google Labs creative video workspace connected to Gemini and Veo for story, scene, and camera exploration.
product-research
Keyword trends and regional interest for checking whether demand exists beyond a single moment.
TOP 02 G GummySearchFind Reddit pain points, user language, and niche audiences for product ideas and copy research.
TOP 03 S SimilarwebWebsite traffic and channel structure for quick competitor and market-interest checks.
TOP 04 H Hacker NewsDeveloper and startup community for product launches, technical feedback, and trend observation.
TOP 05 R Reddit SearchCommunity discussions for validating real problems, especially SaaS, productivity, and self-hosted products.
prototype-design
Mainstream UI design and collaboration tool for prototypes, component systems, and interaction specs.
TOP 02 Google Stitch AI product prototyping from natural language into mobile and web UI concepts.
TOP 03 R RotatoApp screenshots, device mockups, and 3D motion assets for websites, stores, and launch materials.
TOP 04 E ExcalidrawLightweight whiteboard for product flows, system diagrams, architecture sketches, and rough prototypes.
TOP 05 U UizardAI-assisted UI prototype tool for turning sketches, screenshots, or text into early product interfaces.
dev-hosting
Frontend and full-stack hosting for Next.js, Astro, product sites, and modern web apps.
TOP 02 S SupabasePostgres, Auth, Storage, and Edge Functions for indie product backends.
TOP 03 C CloudflareDNS, Pages, Workers, edge runtime, CDN, and low-cost global deployment.
TOP 04 R ReplitOnline development and deployment for prototypes, scripts, and small web applications.
TOP 05 R RailwayLightweight full-stack deployment for servers, databases, and background jobs.
api-gateway
Multi-model API gateway for switching model providers and managing model cost tradeoffs.
TOP 02 A AIBermDiscount AI API entry for comparing model costs and connecting small products quickly.
TOP 03 N New APIOpen-source model gateway for self-hosted unified API, quota management, and channel routing.
TOP 04 V Vercel AI GatewayVercel's model gateway for web products that need unified model access, observation, and limits.
TOP 05 L LiteLLMOpen-source LLM gateway and proxy for shared logging, budgets, and provider routing.
launch-growth
Global product launch and discovery platform for SaaS, developer tools, and indie products.
TOP 02 V V2EXChinese developer community for sharing indie products, collecting technical feedback, and observing user needs.
TOP 03 A AppinnChinese software discovery community for utilities, productivity tools, and small polished products.
TOP 04 S SspaiHigh-quality Chinese productivity and digital-life media for long-form tutorials and product stories.
TOP 05 I Indie HackersIndie builder community for sharing growth, revenue, experiments, and product lessons.
TOP 06 D DebutApp discovery platform for polished apps, small tools, and design-driven products.
payments-finance
Mainstream payment and subscription infrastructure for SaaS, subscriptions, and global card payments.
TOP 02 G GumroadDigital product sales platform for courses, templates, ebooks, and small creator products.
TOP 03 C CreemPayment and tax-handling platform for software products, indie SaaS, and digital goods.
TOP 04 P PayoneerCross-border collection and settlement platform for overseas platform income and multi-currency money movement.
TOP 05 1 1st FormationsUK company formation service for overseas entities, banking structure, and compliance foundations.
chat-search
Source-aware answer engine for research, quick topic discovery, and reference checking.
TOP 02 G GensparkAI search product focused on research, page generation, and task-oriented answer surfaces.
TOP 03 M MetasoChinese AI search tool with a cleaner research experience for Chinese sources and summaries.
TOP 04 T Tencent YuanbaoTencent's AI assistant for Chinese Q&A, documents, search, and WeChat ecosystem observation.
TOP 05 Y You.comEarlier AI search and assistant product useful for comparing search-style answers.
coding-agent
OpenAI Codex Builder OpenAI's coding agent for repository-level code tasks, debugging, refactoring, builds, and code review.
TOP 02 K Kimi Code ChinaKimi's agentic coding entry for repository understanding, code edits, command execution, and engineering tasks. A first-tier regional Codex alternative candidate.
TOP 03 W WorkBuddy (CodeBuddy) RecommendedTencent Cloud CodeBuddy's AI agent workspace for planning and delivering multimodal complex tasks with parallel agents, now a top regional Codex alternative to watch.
TOP 04
TRAE Work Developer-heavy TRAE's professional AI work assistant, separate from TRAE IDE. It leans toward agent execution, multi-step tasks, and developer workflows.
TOP 05 Claude Code Builder Anthropic's terminal coding agent for project understanding, edits, tests, Git workflows, and long-running repository tasks.
TOP 06 Google Antigravity Google's agent-first development platform for Gemini-driven planning, execution, and verification of software tasks.
TOP 07 Jules Google's asynchronous coding agent for handing code tasks to a cloud agent and reviewing the results later.
TOP 08 Antigravity CLI CLI Google's terminal direction for Gemini-driven agent workflows after the consumer Gemini CLI transition.
TOP 09
Cursor AI-native code editor for daily software development, codebase questions, and local edits.
TOP 10
Windsurf AI coding environment focused on project navigation, generation, refactoring, and developer productivity.
TOP 11 TRAE China ByteDance's AI coding tool for IDE, web, and mobile development workflows.
TOP 12
GitHub Copilot GitHub's AI coding assistant for IDE completion, chat, tests, and code generation.
TOP 13
Cline Open-source VS Code agent for small tasks, command execution, and file edits.
TOP 14
Roo Code Agentic coding tool inside VS Code for multi-mode development workflows.
TOP 15
OpenCode Terminal AI coding tool for developers who prefer CLI-first workflows.
TOP 16
Kiro AI IDE and agent environment oriented around specs, tasks, and engineering workflow structure.
image-design
High-quality image and illustration generator for concepts, posters, and visual direction exploration.
TOP 02 A Adobe FireflyAdobe's generative image tool for commercial design, asset editing, and creative production.
TOP 03 C Canva AILightweight design platform with AI tools for posters, social graphics, and presentation assets.
TOP 04 F Figma AIFigma's AI design capabilities for interface design, prototypes, and collaboration.
TOP 05 C ComfyUINode-based AI image workflow tool for local generation, control, and batch pipelines.
TOP 06 S Stable DiffusionOpen image-generation ecosystem for local models and controllable generation.
TOP 07 L LiblibAIChinese AI image model and workflow community for models, workflows, and creative references.
TOP 08 J Jimeng AIByteDance/Jianying AI image and video creation tool with strong Chinese prompt support.
video
Google Veo Google's video generation model family for Gemini and Flow-connected creative workflows.
TOP 02 R RunwayAI video generation and editing platform for short films, advertising, and creative video workflows.
TOP 03 K Kling AIKuaishou's international video-generation product for image-to-video and short creative clips.
TOP 04 L Luma Dream MachineVideo-generation tool with strong cinematic camera feel and image-to-video workflows.
TOP 05 P PikaLightweight video-generation product for social video and creative experiments.
TOP 06 H HeyGenAvatar presenter and video translation tool for marketing videos and multilingual content.
TOP 07 H Hailuo AIMiniMax video-generation product often used as a Chinese-friendly creative video entry.
office-docs
Moonshot AI's desktop-agent direction for knowledge work, PPT/Excel/PDF, agent swarms, and long-running work tasks. One of the top Chinese Desktop Agent entries to watch.
TOP 02 W WorkBuddy (CodeBuddy) RecommendedTencent Cloud CodeBuddy's AI agent workspace for planning and delivering multimodal complex tasks with parallel agents, now a top regional Codex alternative to watch.
TOP 03 C Coze PlatformByteDance's agent and office-automation platform for conversational agents, workflows, AI writing, slides, spreadsheets, and content production. It is not the same as a local desktop agent.
TOP 04 Q Qwen Bailian Agent EnterpriseAlibaba Cloud's Qwen/Bailian enterprise agent and workflow platform, better suited to knowledge bases, customer service, process automation, and business-system integration.
TOP 05 N Notion AIWriting, summarization, knowledge base, and project-management assistant inside Notion.
TOP 06 G GammaAI-generated presentations, webpages, and documents for reports, courses, and quick storytelling.
TOP 07 N Napkin AITurns text into diagrams, flows, and visual explanations for tutorials and proposals.
TOP 08 W WPS AIAI capabilities inside a Chinese office suite for documents, spreadsheets, slides, and local office work.
TOP 09 F Feishu MinutesMeeting transcription, notes, and collaborative documents for teams and content capture.
TOP 10 T TomeAI presentation and storytelling tool for product narratives, proposals, and draft talks.
TOP 11 G GrammarlyEnglish writing, correction, and tone adjustment for email, documents, and public content.
model-platform
OpenAI API Platform Builder OpenAI's API, model, documentation, and app-building entry point for bringing ChatGPT, Codex, and agent capabilities into products.
TOP 02 Anthropic Console Claude API and developer platform entry for building Claude-powered applications.
TOP 03 Google AI Studio Builder Gemini API, prompt testing, model experiments, and developer prototyping for Gemini-powered products.
TOP 04 H Hugging FaceLarge global community for models, datasets, Spaces, and machine-learning workflows.
TOP 05 R ReplicateHosted model platform for calling open models across image, audio, and experimental model workflows.
TOP 06 O OllamaCommon tool for running large language models locally on personal computers and private networks.
TOP 07 M ModelScopeAlibaba-backed Chinese model community for models, datasets, demos, and Chinese AI workflows.
china
Moonshot AI's desktop-agent direction for knowledge work, PPT/Excel/PDF, agent swarms, and long-running work tasks. One of the top Chinese Desktop Agent entries to watch.
TOP 02 W WorkBuddy (CodeBuddy) RecommendedTencent Cloud CodeBuddy's AI agent workspace for planning and delivering multimodal complex tasks with parallel agents, now a top regional Codex alternative to watch.
TOP 03 K Kimi Code ChinaKimi's agentic coding entry for repository understanding, code edits, command execution, and engineering tasks. A first-tier regional Codex alternative candidate.
TOP 04 TRAE Work Developer-heavy TRAE's professional AI work assistant, separate from TRAE IDE. It leans toward agent execution, multi-step tasks, and developer workflows.
TOP 05 C Coze PlatformByteDance's agent and office-automation platform for conversational agents, workflows, AI writing, slides, spreadsheets, and content production. It is not the same as a local desktop agent.
TOP 06 D DeepSeek ChinaHighly watched Chinese model and assistant entry for reasoning, coding, Chinese Q&A, and cost-sensitive APIs.
TOP 07 D Doubao ChinaByteDance's mainstream AI assistant for chat, images, audio, video, mobile usage, and broad consumer workflows.
TOP 08 K Kimi ChinaMoonshot AI's main assistant entry for long documents, search, slides, spreadsheets, and Chinese research; evaluate it separately from Kimi Work and Kimi Code.
TOP 09 Q Qwen ChinaAlibaba's Qwen assistant and model ecosystem for Chinese, office work, coding, and developer platform workflows.
TOP 10 Q Qwen Bailian Agent EnterpriseAlibaba Cloud's Qwen/Bailian enterprise agent and workflow platform, better suited to knowledge bases, customer service, process automation, and business-system integration.
TOP 11 T Tencent Yuanqi Agent EcosystemTencent's no-code agent creation and distribution platform for WeChat, official accounts, Yingyongbao, and other Tencent ecosystem channels.
TOP 12 T Tencent YuanbaoTencent's Chinese assistant for search, documents, and ordinary Q&A around the WeChat ecosystem; use Yuanqi for agent creation.
TOP 13 W Wenxin YiyanBaidu's Wenxin assistant entry for Chinese Q&A and Baidu ecosystem capabilities.
TOP 14 Z Zhipu QingyanZhipu's AI assistant for Chinese Q&A, documents, and model capability evaluation.
No matching tools. Try another keyword.
alternatives
ChatGPT US United States · Global availability varies ChatGPT is the global default. For Chinese-language daily work, compare long-document handling, mobile usage, multimodal features, and ecosystem fit.
Claude US United States · Global availability varies Claude is strong at long context and stable writing. Kimi covers long documents, DeepSeek covers reasoning, and Qwen covers Chinese plus model ecosystem needs.
Gemini US United States · Global availability varies Gemini connects to Google Search and Workspace. Regional alternatives should be judged by Chinese search, document, and multimodal experience.
OpenAI Codex US United States · Global availability varies Codex is repository-level. For Chinese users, start with Kimi Code's agentic coding entry, then compare WorkBuddy / CodeBuddy's task-delivery workspace and TRAE Work's developer-agent route.
Claude Cowork US United States · Global availability varies If the standard is not chat but a Mac client, local files, browser control, code/terminal access, and long-running tasks, the first Chinese tier is Kimi Work and WorkBuddy, while TRAE Work is more developer-oriented.
Claude Code US United States · Global availability varies Claude Code is about terminal workflows and project understanding. Regional paths often start with Kimi Code, TRAE Work, or an open-source agent plus a local/provider model.
NotebookLM US United States · Global availability varies NotebookLM is strong at source-grounded learning. Chinese alternatives should prioritize long-document ability and Chinese source access.
The value is answers with sources. In Chinese contexts, source coverage and summary quality matter more than feature parity.
Midjourney remains a visual-quality benchmark. Regional alternatives should be judged by Chinese prompts, model community, templates, and video links.
No matching alternative map. Try another keyword.
