Chirpz agent is the smartest way to find, prioritize, read, and cite academic papers. It understands your context and searches 280M+ papers across major academic databases. It ranks the most relevant work, generates instant summaries, and provides trusted citations — all in one place.
I’m Sina, founder of Chirpz. I built Chirpz Agent because traditional keyword search isn’t smart enough to surface the papers that actually matter.
You have the idea. The literature exists. But guessing keywords across Scholar, arXiv, and journals still makes you miss what you need — or what reviewers expect you to know.
That’s why I set out to build a tool for researchers that understands context and intelligently searches across all sources at once. It cuts through the noise, and delivers only what truly matters — with zero hallucinated metadata.
Here’s how Chirpz helps you discover the right literature smarter:
What you get
🗣️ Ask or upload — describe your research or upload a draft for analysis.
📌 Citation gap detection — catch missing references before reviewers do.
I’ll be here all day answering questions and collecting feedback. What kind of literature are you trying to discover — and what’s slowing you down today?
Wow, Chirpz Agent looks amazing! The instant summaries feature is a game changer for research. How well does it handle cross-disciplinary papers?
This looks really useful, especially with the amount of academic content out there. During early testing, which part helped users the most: finding the right papers, understanding them quickly, or organizing and citing them later?
Research discovery is painfully noisy—this feels like a solid step toward signal over volume. Curious to try the context-aware ranking.
Congrats on the launch! Tackling literature discovery from a context-first angle instead of keyword guessing feels like a big win for anyone who’s dealt with reviewer comments saying “you missed X.” How Chirpz behaves when research spans multiple disciplines, does it surface cross-domain papers that researchers might not think to look for on their own?
Being able to upload a draft for analysis is a huge productivity booster. 🚀 However, for unpublished research (especially in biotech), data privacy is critical. Can you confirm that the uploaded drafts are processed ephemerally and not used to train your models?
Integrating search, summarization, and citation management into one flow solves a major fragmentation problem in academic work. The ability to rank papers by relevance rather than just keywords helps surface the literature that actually matters, rather than just what matches a search query. It’s a powerful way to ensure deep coverage of a topic without the usual manual overhead.
I wish i could have used Chirpz in my university days... how frequently will you update the database though?
Great work from your team, this is something what is going to be very useful and helpful specially for students.
Interesting - on-device draft analysis + ranking by meaning is 🔥How do you handle paywalled or restricted journal content?
Congrats on launching 🎉
Does Chirpz integrate with Notion or any note-taking tools?
The instant summary feature saves me so much time because I can quickly filter out what doesn't fit my thesis without reading every single page. 📚
I’ve seen something like this recently, but can’t remember exactly which tool :D Does Chirpz suggest ways to optimize time while searching for papers?
Super useful tool. But I am wondering if it is possible to stretch the scope beyond academic papers to say fictional literature.
Congrats on the launch! Wondering if Chirpz is optimised equally for all research fields or optimised better for certain domains?
This is a really interesting “research intelligence” category. I’m curious how deep the domain context goes - can it surface methodological conflicts or just related work?
👋 Hey Product Hunt!
I’m Sina, founder of Chirpz. I built Chirpz Agent because traditional keyword search isn’t smart enough to surface the papers that actually matter.
You have the idea. The literature exists. But guessing keywords across Scholar, arXiv, and journals still makes you miss what you need — or what reviewers expect you to know.
That’s why I set out to build a tool for researchers that understands context and intelligently searches across all sources at once. It cuts through the noise, and delivers only what truly matters — with zero hallucinated metadata.
Here’s how Chirpz helps you discover the right literature smarter:
What you get
🗣️ Ask or upload — describe your research or upload a draft for analysis.
📌 Citation gap detection — catch missing references before reviewers do.
🏷️ Auto-scope topics — extract key themes and build smart searches.
🔍 Search everything — scan 280M+ papers across journals, PubMed, and arXiv.
🧠 Rank by relevance — papers ordered by meaning, not keywords.
⚡ AI Snapshots — skim papers in seconds.
📚 Cite with confidence — verified sources, accurate metadata, BibTeX, and PDFs.
Who it’s for
🎓 Academic labs — smarter literature search and pre-submission draft analysis.
🧑💻 Technology labs — explore new ideas and validate approaches with deep coverage.
🧪 Biotech & pharma teams — track discovery and clinical research in one place.
📖 Individual researchers — find relevant papers faster and manage citations easily.
🎓 Graduate students — build strong thesis foundations with guided discovery.
🚀 Try it out here: https://chirpz.ai/literature-discovery/
I’ll be here all day answering questions and collecting feedback.
What kind of literature are you trying to discover — and what’s slowing you down today?
Thanks for checking it out 🙏
— Sina