Space Frontiers
Search research papers, books, patents, and public discussions. Get citable full text through the Machine Library web app, REST API, and MCP server.
Space Frontiers launched on October 25, 2025 with 8 votes, #1,955 of 8,178 launches that month and more than 50% of that year's launches.
What it does
Space Frontiers here to provide search, API / MCP services over books, standards, scholarly publications, social networks, and more. The quality of our content surpasses anything available, helping you find answers to every question and supercharge your AI.
Machine Library is the search and AI product by Space Frontiers Company. Full-text retrieval across papers, books, patents, Wikipedia, and public discussion — sourced answers with canonical citations, for humans and AI agents Every answer cites canonical source URIs — fixed positions in the corpus you can return to and verify. Retrieved text is evidence for review, not proof that a claim is correct. Give an agent compact search results, canonical source URIs, bounded full text, and document-level passage search. Build a traceable discovery and screening pipeline across scholarly metadata, abstracts, and available full text. Search patents alongside papers and technical reference works, then…from spacefrontiers.org
In the maker’s words, at launch
The site can search there using natural language. Like Perplexity but for Telegram.
Does a similar job
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Atlas of Space2025 · atlasof.space · ▲770Hello HN! Sharing a recent side project of mine, the Atlas of Space, that I built out to explore the Solar System. As a long-time space nerd, I realized recently that I didn't have a good intuition on the scale, speed, and relative orientation of the celestial bodies around us. So over the break I built out a kind of spatial Wikipedia to click around and learn about planets, moons, asteroids, and other bodies orbiting the Sun. The physics is all simulated in the browser using simple Newtonian mechanics. There's a lot left to do from here, including modeling objects in non-Keplerian orbits…
Repository of open source space-related software and hardware2019 · github.com · ▲96🛰️🚀A list of awesome space-related packages and resources maintained by The Orbital Index - orbitalindex/awesome-space
Now I Get It – Translate scientific papers into interactive webpagesFeb 2026 · nowigetit.us · ▲305Understanding scientific articles can be tough, even in your own field. Trying to comprehend articles from others? Good luck. Enter, Now I Get It! I made this app for curious people. Simply upload an article and after a few minutes you'll have an interactive web page showcasing the highlights. Generated pages are stored in the cloud and can be viewed from a gallery. Now I Get It! uses the best LLMs out there, which means the app will improve as AI improves. Free for now - it's capped at 20 articles per day so I don't burn cash. A few things I (and maybe you will) find interesting: * This is…
GitBook AI Lens2023 · gitbook.com · ▲229Semantic search for your technical documentation & knowledge

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Talanoa▲343Hi HN, I’m a fullstack developer, and honestly, I’ve lost count of how many side projects I’ve worked on over the years. But one idea kept coming back to me: a different kind of email client. It first came to me in 2014: “What if we could handle emails more like conversations?” Every year, I’d revisit this concept in my “Build Notes.” Ten years later, no one had built exactly what I had in mind — so I finally decided to do it myself. That’s how Talanoa was born. I wanted something focused on people, not timelines. I was tired of marking messages as unread just to remember to reply later, or…
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CoreSpeed▲332One MCP for everything your agents need: apps, memory, tools
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Source: Product Hunt launch ↗ · launch text quoted in part
Launched alongside, October 2025
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I went down the rabbit hole on a side project and ended up building this: Strange Attractors(https://blog.shashanktomar.com/posts/strange-attractors). It’s built with three.js. Working on it reminded me of the little "maths for fun" exercises I used to do while learning programming in early days. Just trying things out, getting fascinated and geeky, and being surprised by the results. I spent way too much time on this, but it was extreme fun. My favorite part: someone pointed me to the Simone Attractor on Threads. It is a 2D attractor and I asked GPT to extrapolate it to…
AI · Oct 2025 · blog.shashanktomar.com

Autism Simulator▲779Hey all, I built this. It’s not trying to capture every autistic experience (that’d be impossible). It’s based on my own lived experience as well as that of friends on the spectrum. I'm trying to give people a feel for what masking, decision fatigue, and burnout can look like day-to-day. That’s hard to explain in words, but easier to show through choices and stats. I'm not trying to "define autism". I’ve gotten good feedback here about resilience, meds, and difficulty tuning. I’ll keep tweaking it. If even a few people walk away thinking, "ah, maybe that’s why my coworker struggles in those…
Life & fun · 2025 · autism-simulator.vercel.app
