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 Rimagination/scansci-pdf --skill skillgit clone --depth 1 https://github.com/Rimagination/scansci-pdfWrote 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/rimagination/scansci-pdf/skill)<a href="https://agentmods.dev/skills/rimagination/scansci-pdf/skill"><img src="https://agentmods.dev/badge/skills/rimagination/scansci-pdf/skill.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00200 | $0.02905 |
| Opus 5 | $0.00100 | $0.01452 |
| Sonnet 5 | $0.00040 | $0.00581 |
| Haiku 4.5 | $0.00020 | $0.00291 |
Grade A, and why
scansci-pdf 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 4d 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 — 183 lines — stays where its author put it; the contents beside it link to each section on GitHub.
scansci-pdf — 学术论文下载 MCP 服务
⚠️ 修改反爬/嗅探/镜像相关代码前必读
先读 docs/PLAYBOOK.md：镜像健康唯一存储（domain_db wall_state 表）、
结构性失败签名表、节奏参数、已知死镜像清单、以及六条铁律（含"造轮子前先 grep 家底"——
镜像健康存储曾被重复造过三代）。
概述
scansci-pdf 是一个 MCP 服务器，提供 17 个高层工具，覆盖学术论文的搜索、下载（开放获取 / 灰色源 / 机构渠道）、发现与队列准备、引文导出和诊断排障。下载引擎支持 13+ 数据源并行竞速、100+ 中国高校 WebVPN。
MCP 工具参考（17 个）
下载
| 工具 | 功能 | 关键参数 |
|---|---|---|
scansci_pdf_download |
单篇下载（OA/灰色源/机构级联） | identifier（必需）、strategy（可覆盖全局策略）、markdown/bibtex/download_si（可选） |
scansci_pdf_batch_download |
批量下载 | identifiers（必需）、scihub_enabled、batch_id（断点续传）、resume（默认 true） |
scansci_pdf_cache_clear |
清理下载缓存 | identifier（可选，省略清全部） |
identifier 格式：DOI（10.1038/nature12373）、DOI URL、arXiv ID（2301.00001）。
下载策略（download_strategy，全局配置或单次 strategy= 覆盖）：
| 策略 | 含义 |
|---|---|
fastest（默认） |
全部源并行竞速（含灰色源，若 scihub_enabled=true） |
oa_first |
OA 源优先，失败后回退灰色源 |
scihub_first |
灰色源优先，失败后回退合法源 |
scihub_only |
仅 Sci-Hub |
legal_only |
仅合法源（Unpaywall/出版商/OpenAIRE 等），不碰 Sci-Hub/LibGen |
来源授权不可被调度扩张：用户显式设置 scihub_enabled=false 或 legal_only 时，任何批量/车道调度都不会重新启用灰色源；只有显式 --scihub/scihub_enabled=true 或全局策略允许时才启用。
发现与队列准备
| 工具 | 功能 | 关键参数 |
|---|---|---|
scansci_pdf_find |
ScanSci Find 引擎：action=plan|estimate|smoke|calibrate 系统综述搜索协议 |
action、query、domain、depth、sample_size |
scansci_pdf_expand_citations |
引文追踪（Semantic Scholar/OpenCitations） | query、rounds（≤5）、citation_source |
scansci_pdf_prepare_queue |
准备下载队列：action=verify|resolve_oa|build|full |
candidates_json、query、limit |
scansci_pdf_search |
关键词/作者搜索（OpenAlex） | query/author/author_id、limit、year_from、year_to、sort |
scansci_pdf_parse_list |
解析论文列表文件（APA/BibTeX/DOI 列表/表格） | file_path（必需） |
scansci_pdf_citation |
导出引文 | identifier（必需）、format（bibtex/ris/endnote/metadata） |
scansci_pdf_zotero_push |
推送已下载论文到 Zotero | identifier（必需，需先下载） |
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.
- 4d ago Changed · +6 lines c8887bb7b638
- 8d ago First seen · 177 lines · 200 tokens per session scan A 458ee68b96f1
scansci-pdf is a skill published in the GitHub repository Rimagination/scansci-pdf (848 stars, last pushed yesterday), licensed Apache-2.0. It adds 200 tokens to every session and 2,905 once invoked, about $0.0010 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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