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AI-native makers · updated every week

What AI-native makers build with, and what's rising.

Public counts on the tools behind coding agents and AI apps — pull requests, downloads, stars, prices — next to the 7,302 real products that use them, each with a source.

Rising fastest

The fastest risers in each group by public counts: pull requests on GitHub, package downloads. Direction, not market share.
What changed this week →
+ 9 more groups

Decision by decision

The 54 decisions behind an AI-native product, from the agent that writes the code to what the product runs on: what makers' products chose for each, and what it costs at a typical size.

Vibe coding

Making the product with AI — the coding agents and editors that write it, the builders that turn a prompt into an app, and what you add around them to review, test and keep several agents busy.

Personal agents

Always-on agents that work for you across apps and the web, and where to run them.

AI models and media

The models your product calls, how you route and serve them, and the APIs for voice, images and video.

Agent building blocks

What an agent inside your product is built from — a framework, memory and retrieval, tools to search, browse and run code, and a way to see what it did.
AI SDK & Agent FrameworkBroad framework or thin SDK.LangChain331AI SDK246LangGraph121620 products choseAgent MemoryHosted memory API, an open-source library you run, or a full stateful-agent platform.Mem033Zep8Supermemory647 products choseLLM Observability & Evals$29–$475/moOpen-source platform you can self-host, or a hosted eval product.Langfuse93Datadog86LangSmith73259 products choseVector Database$21–$253/moInside the database you already run, or a separate vector store.Qdrant112Chroma99pgvector87348 products choseDocument ParsingHosted API or library you run.pypdf142PyMuPDF76Unstructured48273 products choseMCP Server for Your ProductOfficial SDK or a framework on top of it, and where the server runs.MCP SDK508FastMCP72MCP Handler19448 products choseTool Integrations for AgentsAgent-first tool layer or general integration platform.Composio26Pipedream8Arcade742 products choseCode Sandboxes for AgentsHosted sandbox service or a runtime you run yourself.E2B72Daytona47Blaxel595 products choseBrowser Automation for AgentsBrowser infrastructure or agent logic.Puppeteer112Browser Use33Browserbase31147 products choseSearch APIs for AIResults or answers.Tavily62Perplexity API61Exa57167 products choseWeb Scraping for AIHosted API or library you run.Firecrawl71Scrapy28Apify26141 products choseNo-Code AI Agent BuildersWho the agent talks to, and whether you want to run it.Relevance AI5Botpress3Dify320 products choseAI Guardrails & SecurityAn open-source library in your code, a hosted screening API, or an enterprise security platform.NeMo Guardrails4Guardrails AI3Lakera19 products choseWorkflow AutomationHosted no-code, self-hostable, or code-first.Zapier103n8n38Make21144 products chose

Ship and run

What the product you ship runs on — the same parts as any web or mobile product, picked by makers who build with AI, including billing by usage.
Database$5.99–$58/moWhere the data lives: a whole backend platform (database, auth and storage in one project), a managed database you reach from your own code, or the raw engine on your own server.PostgreSQL720Supabase663MongoDB3022,078 products choseAuthenticationFreeHosted service or library in your own app.Clerk350Better Auth109Auth.js64564 products choseHosting$12–$45/moWhat shape is your app?Vercel2144Cloudflare617Amazon Web Services4783,561 products choseFrontend FrameworkWhich full-stack framework, and so which UI library under it.Next.js2095React1640React Router4443,359 products choseBackend FrameworkMinimal router or batteries included.FastAPI427Express420Hono1511,109 products choseDatabase Access & ORMsSchema-first ORM, SQL-shaped query builder, or the platform's own SDK.SQLAlchemy222Drizzle ORM164Prisma156534 products choseFile Storage$1.35–$32/moRaw object storage or an upload service.Amazon S3206MinIO85Vercel Blob37259 products choseBackground Jobs & Cron$0–$99/moHosted job platform or a queue you run.Celery80BullMQ66Temporal55261 products choseTransactional Email$5.00–$55/moTransactional or marketing.SendGrid1173Resend1138Postmark6592,288 products chosePayments$410–$700/moPayment processor or merchant of record (MoR).Stripe1123PayPal100Lemon Squeezy891,267 products choseUsage-Based BillingYour payment processor, a dedicated metering engine, or a merchant of record.Autumn27Orb15Chargebee946 products choseError Monitoring$15–$29/moHosted service or self-hosted tracker.Sentry481Rollbar24BugSnag6408 products choseImage & Video Hosting$2.50–$99/moImage pipeline, video streaming, or a raw CDN bundle.sharp278Cloudinary77Mux38334 products choseMobile FrameworkCross-platform, native or wrapped web.React Native142Expo127Flutter73293 products choseIn-App Purchases & SubscriptionsSubscription backend or paywall experiments.RevenueCat114Superwall14react-native-iap8135 products chose

Grow

Knowing who uses the product and bringing more people to it — analytics, email, and showing up in AI search answers.

Bars: makers' products that use each tool for that decision. Cost: the cheapest plan of each contender at the calculator's default usage.

What are you building?

See how products like yours are built — what they chose for each decision.
All 43 product types →

Reports and guides

Every "used by" comes from a real product — the maker's own words, a customer story, a subprocessor list, its website, or its public code — and links to its source. Prices are read from each vendor's pricing page and re-checked weekly. How evidence is collected → · The whole landscape →