Review the Whole Field, Not One Index at a Time
Plug Anysite into your agent and one plain-language ask sweeps scholarly indexes, code registries, and model hubs — key papers, citation graphs, and dependency health, pulled live at query time from 500+ sources.
What you can ask, and what comes back
Survey the literature
Ask: “Key papers on LLM hallucination detection from the last 2 years — ranked by citations.”
Anysite matches OpenAlex · arXiv · Crossref and returns 87 papers.
| Paper | Year | Citations | Venue |
|---|---|---|---|
| SelfCheckGPT | 2023 | 412 | EMNLP |
| FActScore | 2023 | 388 | EMNLP |
| HaluEval 2.0 | 2024 | 176 | arXiv |
Check software health
Ask: “Compare the health of these 4 vector databases — commits, issues, releases, community activity.”
Anysite matches GitHub · npm · PyPI and returns 4 projects.
| Project | Commits (90d) | Open issues | Last release |
|---|---|---|---|
| Vektra | 312 | 48 | 9 days ago |
| Cordex | 85 | 176 | 4 months ago |
| Seqora | 203 | 61 | 3 weeks ago |
Map the landscape
Ask: “Map the open-weights model landscape — major releases this quarter and what practitioners complain about.”
Anysite matches Hugging Face · GitHub · Hacker News and returns 23 releases.
| Model | Released | Downloads (30d) | Top complaint |
|---|---|---|---|
| Aralia 12B | Jul 2 | 48k | VRAM hungry |
| Petrel 7B | Jul 8 | 31k | weak long context |
| Quillon MoE | Jul 15 | 12k | slow tokenizer |
Literature Search Today: Index-Hopping, Stale Surveys, Citation Chasing
Three walls every researcher hits before the actual thinking starts — and what happens when your agent can read the indexes directly.
One Ask Sweeps Every Index
Your agent runs the sweep across every major scholarly index at once and returns typed records — titles, authors, venues, citation counts — without a single tab opened.The Field as It Stands This Morning
The Citation Graph, Walked for You
Start in Three Steps
Set It Once. Your Agent Runs the Motion on Repeat.
Standing plays, scheduled through your agent over MCP. Results land where you already work — your week becomes decisions, not data-gathering.
Preprints in your field surface before the lab meeting
The week’s papers land ranked in a Sheet
The field map redrawn as the quarter moves
The Indexes and Registries This Job Runs On
The Literature Moves Daily. Review at the Same Speed.
Connect over MCP, ask in plain language, and get review-ready records from every major index — from $30/month with a 7-day free trial.
Common Questions
A sweep runs across OpenAlex, PubMed, arXiv, Crossref, and Semantic Scholar in one pass — plus code registries and model hubs like GitHub and Hugging Face when the question is about software health. That’s part of 500+ sources behind 3,500+ endpoints. If your field leans on one index, you can scope the ask to just that one.