@wentorai/research-plugins

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Research Plugins for Research-Claw

An open-source collection of 431 academic research skills, 150 MCP configs, 6 agent tools, and 6 curated resource lists for Research-Claw and other AI coding agents.

Built by Wentor AI for the global research community.

What's Inside

Component	Count	Description
Skills	431	Practical SKILL.md guides covering literature search, academic writing, data analysis, research methods, 16 domain specialties, and productivity tools
Agent Tools	6	TypeScript API wrappers for Semantic Scholar, OpenAlex, CrossRef, arXiv, PubMed, and Unpaywall
MCP Configs	150	Ready-to-use MCP server configurations for reference managers, knowledge bases, research databases, and AI platforms
Curated Lists	6	Hand-picked resource collections for each skill category

Taxonomy

Skills are organized into 6 categories with 40 subcategories:

Category	Subcategories	Skills	Description
literature	search, discovery, fulltext, metadata	80	Paper search, citation tracking, open access
writing	composition, polish, latex, templates, citation	64	Academic writing, LaTeX, reference management
analysis	statistics, econometrics, wrangling, dataviz	46	Statistical methods, data cleaning, visualization
research	methodology, deep-research, paper-review, automation, funding	53	Research design, systematic reviews, grant writing
domains	16 disciplines (CS, AI/ML, biomedical, chemistry, economics, finance, law, physics, math, ecology, etc.)	139	Domain-specific research methods and tools
tools	diagram, document, code-exec, scraping, knowledge-graph, ocr-translate	49	Diagrams, PDF parsing, reproducible code, OCR

Install

As OpenClaw Plugin (Recommended)

openclaw plugins install @wentorai/research-plugins

This installs the plugin to ~/.openclaw/extensions/ where OpenClaw auto-discovers it. Skills and agent tools are loaded automatically.

Note for satellite/pnpm projects: Do not add this package as a pnpm dependency and load it from node_modules via plugins.load.paths. pnpm's content-addressable store uses hardlinks, which OpenClaw's security validator rejects (unsafe plugin manifest path). Always use openclaw plugins install instead.

As Skills Collection (Claude Code, Cursor, Windsurf, OpenCode)

npx skills add wentorai/research-plugins

Via npm

npm install @wentorai/research-plugins

Configuration

Optional: set a Semantic Scholar API key for higher rate limits:

{
  "plugins": {
    "entries": {
      "research-plugins": {
        "semanticScholarApiKey": "your-key-here"
      }
    }
  }
}

Get a free API key at semanticscholar.org/product/api.

Agent Tools

13 tool functions across 6 academic API modules, registered automatically when used as an OpenClaw plugin:

Module	Tools	API
semantic-scholar	search_papers, get_paper, get_citations	Semantic Scholar
openalex	search_openalex, get_work, get_author_openalex	OpenAlex
crossref	resolve_doi, search_crossref	CrossRef
arxiv	search_arxiv, get_arxiv_paper	arXiv
pubmed	search_pubmed, get_article	PubMed / NCBI
unpaywall	find_oa_version	Unpaywall

Community Attribution

This project curates, organizes, and enhances publicly available academic resources from across the open-source ecosystem. We are grateful to the researchers, developers, and open-source communities whose work makes this collection possible.

• Skills are authored guides based on established research methodologies, public API documentation, and widely-used academic workflows. Where content is derived from specific open-source projects, the source field in each SKILL.md frontmatter links to the original.
• MCP Configs reference third-party open-source MCP servers. Each config's source field links to the original GitHub repository. We do not host or redistribute these servers.
• Curated Lists aggregate links to community resources and are provided for discovery purposes.

All original content in this repository is released under the MIT License. Third-party projects referenced retain their own licenses.

Contributing

See CONTRIBUTING.md for guidelines on adding skills, MCP configs, and curated resources.

License

MIT -- Copyright (c) 2026 Wentor AI

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Research-Claw 科研插件集

一个开源的学术科研资源集合，包含 431 个科研技能、150 个 MCP 服务器配置、6 个智能体工具 和 6 个精选资源列表，为 Research-Claw (科研龙虾) 及其他 AI 编程助手而构建。

由 Wentor AI 为全球科研社区打造。

包含内容

组件	数量	说明
技能 (Skills)	431	涵盖文献检索、学术写作、数据分析、研究方法、16 个学科领域及生产力工具的实用指南
智能体工具	6	封装 Semantic Scholar、OpenAlex、CrossRef、arXiv、PubMed、Unpaywall 六大学术 API 的 TypeScript 工具
MCP 配置	150	即用型 MCP 服务器配置，涵盖文献管理、知识库、学术数据库、AI 平台等
精选列表	6	按分类整理的优质资源推荐

分类体系

技能按 6 大类别 和 40 个子分类 组织：

类别	子分类	技能数	覆盖范围
文献 (literature)	检索、发现、全文获取、元数据	80	论文搜索、引文追踪、开放获取
写作 (writing)	写作、润色、LaTeX、模板、引用	64	学术写作、LaTeX 排版、参考文献管理
分析 (analysis)	统计、计量经济、数据处理、可视化	46	统计方法、数据清洗、图表制作
研究 (research)	方法论、深度研究、论文评审、自动化、基金	53	研究设计、系统综述、基金申请
学科 (domains)	16 个学科方向	139	各学科专属研究方法与工具
工具 (tools)	图表、文档、代码执行、爬虫、知识图谱、OCR	49	流程图、PDF 解析、可复现代码、OCR 翻译

安装方式

作为 OpenClaw 插件（推荐）

openclaw plugins install @wentorai/research-plugins

插件会安装到 ~/.openclaw/extensions/，OpenClaw 自动发现并加载所有技能和工具。

pnpm 项目注意：请勿将本包作为 pnpm 依赖并通过 plugins.load.paths 从 node_modules 加载。pnpm 的内容寻址存储使用硬链接 (nlink > 1)，会被 OpenClaw 安全校验拒绝 (unsafe plugin manifest path)。请始终使用 openclaw plugins install。

作为技能集合 (Claude Code, Cursor, Windsurf, OpenCode)

npx skills add wentorai/research-plugins

通过 npm

npm install @wentorai/research-plugins

配置

可选：设置 Semantic Scholar API Key 以提高速率限制：

{
  "plugins": {
    "entries": {
      "research-plugins": {
        "semanticScholarApiKey": "your-key-here"
      }
    }
  }
}

在 semanticscholar.org/product/api 免费获取 API Key。

社区致谢与声明

本项目对互联网上公开可用的学术资源进行了遴选、整理和增强。我们感谢所有使这个集合成为可能的研究者、开发者和开源社区。

• 技能 是基于成熟研究方法、公开 API 文档和广泛使用的学术工作流编写的实用指南。凡内容源自特定开源项目的，每个 SKILL.md 的 frontmatter 中 source 字段均标注了原始链接。
• MCP 配置 引用第三方开源 MCP 服务器，每个配置的 source 字段链接到原始 GitHub 仓库。我们不托管或重新分发这些服务器。
• 精选列表 汇集社区资源链接，仅供发现和参考之用。

本仓库中的所有原创内容均以 MIT 许可证 发布。引用的第三方项目保留其各自的许可证。

参与贡献

请查阅 CONTRIBUTING.md 了解添加技能、MCP 配置和精选资源的指南。

许可证

MIT -- Copyright (c) 2026 Wentor AI