Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add Geek96/paper-research-skill --skill paper-fetchgit clone --depth 1 https://github.com/Geek96/paper-research-skillWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/geek96/paper-research-skill/paper-fetch)<a href="https://agentmods.dev/skills/geek96/paper-research-skill/paper-fetch"><img src="https://agentmods.dev/badge/skills/geek96/paper-research-skill/paper-fetch/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/geek96/paper-research-skill/paper-fetch"><img src="https://agentmods.dev/badge/skills/geek96/paper-research-skill/paper-fetch.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00067 | $0.00656 |
| Opus 5 | $0.00034 | $0.00328 |
| Sonnet 5 | $0.00013 | $0.00131 |
| Haiku 4.5 | $0.00007 | $0.00066 |
Grade A, and why
paper-fetch scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 80 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Paper Fetch
Overview
Searches multiple academic databases and downloads user-selected papers as PDFs.
Uses paper-search-mcp for multi-source concurrent search with deduplication and open-access fallback.
Required MCP
openags/paper-search-mcp must be installed and configured.
Install:
npx -y @smithery/cli install @openags/paper-search-mcp --client claude
Input
Option A — Keyword Search
Ask the user for:
- Search terms (required)
- Sources to search:
arxiv,pubmed,semantic_scholar,biorxiv(default: all) - Date range, e.g.
2022-2025(optional) - Max results, e.g.
10(default: 10)
Option B — DOI / URL List
Accept a plain list, one per line:
10.48550/arXiv.1706.03762
10.1038/s41586-021-03819-2
https://arxiv.org/abs/2301.00001
Steps
-
Call
search_papers(Option A) or skip directly to step 3 (Option B) -
Present candidate table to user:
# Title Authors Year Source 1 Attention Is All You Need Vaswani et al. 2017 arxiv Include one-line abstract excerpt under each row.
-
Ask: "Which papers to download? (e.g. 1,3,5 or 'all')"
-
Call
download_with_fallbackfor each selected paper (tries publisher link → Unpaywall → open access) -
Return structured output (see below)
Output
Pass this JSON to the next step (paper-zotero or paper-note):
{
"papers": [
{
"title": "Attention Is All You Need",
"authors": ["Vaswani", "Shazeer", "Parmar"],
"year": 2017,
"doi": "10.48550/arXiv.1706.03762",
"source": "arxiv",
"pdf_path": "/tmp/papers/attention-is-all-you-need.pdf",
"abstract": "We propose a new simple network architecture..."
}
]
}
Common Issues
- PDF unavailable:
download_with_fallbacktries Unpaywall automatically. If still unavailable, set"pdf_path": nulland continue with remaining papers. - Too many results: Remind user to narrow date range or add more specific terms.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 80 lines · 67 tokens per session scan A 90b42e686352
paper-fetch is a skill published in the GitHub repository Geek96/paper-research-skill (21 stars, last pushed 2mo ago), licensed MIT. It adds 67 tokens to every session and 656 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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