Constellix AI

What it does

Boost your Playwright/Puppeteer with Gemini + MCP server for structured web data. No more paying for tools like Firecrawl or AgentQL—just plug in your Gemini API key and go. Smarter agents, cleaner data, zero extra cost.

Simplifying the Web

{ products[] { name, price, description } } Data Selectors Elements { "products": [ { "name": "Product 1" , "price": 2,299 , "description": "High quality item..." }, { "name": "Product 2" , "price": 3,499 , "description": "Premium product..." } ] } Automate Web Flows & Data Extraction Simulate user actions, extract data, identify elements and handle ever-changing page structures with ease Seamlessly integrate with Playwright or Puppeteer to automate complex web interactions and data extraction workflows. Power your AI agents using MCP server. Enable your agents to browse, understand, and extract data. Interested in learning how to use it with Playwright orfrom constellix.vercel.app

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  AI BrowserNov 2025 · aibrowser.surf · ▲143

  Hey HN! I built Browser AI after getting frustrated with the official Playwright MCP server in Claude Code. If you've used it, you know the pain: - 20+ separate tools that Claude has to juggle (click, fill, navigate, wait_for_selector, etc.) - Context window explosions from verbose screenshot data and DOM snapshots - Constant tool selection errors where Claude picks the wrong tool or forgets parameters Browser AI wraps Playwright MCP with a single natural language interface. Instead of Claude managing dozens of tools, you get one: browser_ai.execute. Just tell it what you want in plain…

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  Apideck MCP ServerMay 2026 · apideck.com · ▲178

  Give AI agents access to real-time data across 200+ apps

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  API to MCPJun 2026 · apitomcp.ai · ▲195

  Turn any API into an MCP server for AI agents

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  CrawlForge MCP11d ago · crawlforge.dev · ▲71

  Give your AI agent 31 web tools in one MCP server

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  Higress MCP Marketplace2025 · mcp.higress.ai · ▲121

  Global APIs as MCP powered by AI Gateway

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  BuildShip Tools2025 · ▲224

  Vibe-code MCP-ready tools for any AI Agent

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  Spira Maxima▲578

  Video model that turns script into viral social media videos

  AI · 18d ago · spira.ai

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  Rill Browser▲540

  The browser where Claude Code and Codex work beside you

  AI · 17d ago · rill.love

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  Germany's new sovereign AI model Kolibri▲424

  Kolibri is Aleph Alpha

  AI · 19d ago · tej.as

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  Giving Opus 5.5 a simulated paint canvas▲392

  Paintings by AI models: programs run through a simulation of oil paint.

  AI · 21d ago · stillwet.art

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  PixVerse R2▲381

  A real-time world model you can explore and change

  AI · 29d ago · world.pixverse.video

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  Hemory▲381

  Keep listening. Searchable memory for your AI agents.

  AI · 30d ago · hemory.com

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  Tapflow 2.0▲1,125

  We built Tapflow for devs, designers, PMs, and tech folks who’ve been sitting on internal docs, templates, and systems — but never productized them. Upload a PDF, notes, or workshop deck, and Tapflow drafts a structured product (with chapters, teaser and pricing plans). It’s good for AI kits, onboarding guides, design systems, and frameworks. You can sell through Stripe, LemonSqueezy, or PayPal. Real-time collaboration is in early beta. No site builder, no LMS — clean design and just focused tools to ship. Fully bootstrapped and just launched on PH today →…

  Work · 2025 · tapflow.ai

• C9
  Clippy – 90s UI for local LLMs▲1,122

  Life & fun · 2025 · felixrieseberg.github.io

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  Appwrite Sites▲990

  Appwrite 2.0 brings a new engine, a rebuilt Console, five database types, an S3 API, an OAuth 2.1 server, and organization-level Domains and Firewall.

  Dev tools · 2025 · appwrite.io

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  AI Meeting Notes by Notion▲965

  Perfect meeting memory in Notion

  AI · 2025 · notion.com

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  Den▲948

  Multiplayer AI agent builder

  AI · 2025 · getden.io

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  Raycast for iOS▲870

  Powerful productivity on the go

  AI · 2025 · raycast.com