Semantic Scholar · For researchers

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).

neflibata-feng/MyArxiv-Agent

Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.

Galaxy-Dawn/claude-scholar

Searches arXiv, fetches metadata, generates BibTeX, downloads PDFs and finds citations and related papers using a bundled Python script.

XiaomiMiMo/MiMo-Code

Search, download, and read academic papers from 20+ sources (arXiv, PubMed, Semantic Scholar, CrossRef, etc).

openags/paper-search-mcp

Step 3 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra.

Ar9av/PaperOrchestra

Searches DBLP for papers from top conferences such as CVPR, ICLR and NeurIPS, adds Semantic Scholar data, scores them and writes a yearly Obsidian note.

juliye2025/evil-read-arxiv

A skill your agent uses when users ask to 找文献、做文献检索、查论文、查临床试验、核验引用、去重文献、设计 PubMed/MeSH 检索式、追踪上下游引文、解析 DOI/PMID/PMCID/arXiv/OpenAlex/Semantic Scholar/NCT ID， 或导出 RIS、BibTeX、NBIB、ENW；also use for…

wp-a/nature-academic-search

Search, download, and read academic papers through the paper-search MCP tools (mcppaper-search), covering arXiv, PubMed, bioRxiv, Semantic Scholar, Crossref, OpenAlex and 15+ other sources.

openags/paper-search-mcp

Run the four paper-quality autoraters from PaperOrchestra (arXiv:2604.05018, App.

Ar9av/PaperOrchestra

Searches arXiv for recent papers matching your research interests, scores them and writes a daily recommendation note into an Obsidian vault.

juliye2025/evil-read-arxiv

Generate a specialized domain-expert research agent modeled on PaperClaw architecture.

guhaohao0991/PaperClaw

Daily paper/repo digest where YOU are the reader. An agent skill from AI45Lab/iDeer.

AI45Lab/iDeer

Orchestrate the full PaperOrchestra (Song et al., 2026, arXiv:2604.05018) five-agent pipeline to turn unstructured research materials (idea, experimental log, LaTeX template, conference guidelines…

Ar9av/PaperOrchestra

Runs a survey-grade literature investigation: fixes the research questions, searches from adversarial angles, verifies citations and writes an evidence-first report.

HKUSTDial/Supervisor-Skills

Multi-source literature search, citation verification, MeSH search strategy, citation file management (.nbib/.ris/.bib conversion), and reference management (BibTeX, related articles, ID conversion)…

jing1312/nature-figure-skill

学术文献检索与论文获取调度器，基于 paper-search CLI，而不是 MCP server. An agent skill from dr-dumpling/paper-search-cli.

dr-dumpling/paper-search-cli

Runs a daily literature pipeline: multi-source search, six-dimension scoring, fine reading, formatted delivery to a chat channel and archival of the notes.

Yuan1z0825/nature-skills

Search 10 academic literature APIs for papers, preprints, citations, and open-access full text, and return results with reproducible provenance.

spacering-net/codeg

Runs systematic, scoping or narrative literature reviews across PubMed, arXiv, bioRxiv and Semantic Scholar, with citation checks and Markdown or PDF output.

K-Dense-AI/scientific-agent-skills

学术文献检索与质量验证。覆盖 Semantic Scholar / CrossRef / arXiv / OpenAlex 四源,内置 Tier 0 反幻觉校验(DOI 反查 + Levenshtein ≥ 0.70) 和 venue quality 过滤(CCF + JCR 影响因子,arXiv 引用阈值)。任何需要 查文献、验证引用真实性、评估期刊/会议质量、生成…

larbare12/paperfactory-from-idea-to-manuscript

Search academic literature and generate research hypotheses. An agent skill from OpenRaiser/NanoResearch.

OpenRaiser/NanoResearch

学术论文调研技能，用于搜索、筛选和分析学术论文。支持 arXiv、Google Scholar、Semantic Scholar 等学术数据库，提供论文检索、引用分析、研究趋势追踪、文献综述生成等功能。触发条件：用户提及"论文"、"学术研究"、"文献综述"、"arXiv"、"研究趋势"、"学术搜索"等关键词。

stophobia/deerflow2.0-enhanced

A skill your agent uses when writing literature review sections - guides searching, organizing, and synthesizing academic sources

Norman-bury/research-writing-skill

Map the research landscape for any technical or academic topic by searching arXiv, Semantic Scholar, and Google Scholar in parallel.

tinyfish-io/tinyfish-cookbook

Search 10 academic paper databases via REST APIs for research papers, preprints, and scholarly articles.

zLanqing/codex-claude-academic-skills

Find and read academic papers: disambiguate queries, discover papers (search, citation traversal, recommendations, arXiv monitoring, trending, GitHub search), evaluate (TLDR, citations, code, SOTA)…

AI4Scientist/nano-scientist

Generates and iteratively refines research ideas for a given area, checking each one's novelty against Semantic Scholar and arXiv, and scoring it on interestingness, feasibility and novelty.

lingzhi227/agent-research-skills

Turns a vague math interest into a bounded, searchable problem and builds a source-traced evidence graph, with novelty checks and conjectures drawn from evidence gaps.

tradecatlabs/vibe-coding-cn

This skill should be used when the user asks to "monitor a scholar", "check researcher activity", "track publications from author X", "follow author Y", "scholar update for Z", "what has researcher…

jerry609/PaperBot

Searches Hugging Face Hub, OpenML, GitHub and paper references for datasets that fit a research task and returns a ranked, de-duplicated table.

OpenLAIR/dr-claw

Deep research over the Semantic Scholar Graph API. An agent skill from CodeAlive-AI/ai-driven-development.

CodeAlive-AI/ai-driven-development

Zero-cost fallback for the argo search skill, wrapping 29 local engines for web, news, academic, code and reference queries when paid API quota should be saved.

taxueseek/argo

Academic paper search and metrics analysis. An agent skill from ShZhao27208/Aut_Sci_Write.

ShZhao27208/Aut_Sci_Write

Routes literature searches through the PaperSeek launcher, picks suitable scholarly sources, parses JSON output and keeps API keys out of the chat.

MingfengHong/paperseek

Lays out a systematic literature review method: PICO-based search strategy, inclusion criteria, PRISMA screening, quality assessment tools and synthesis approaches.

aiming-lab/AutoResearchClaw

学术论文 PDF 下载。支持 8 个数据源：Elsevier、Springer Nature、IEEE Xplore、 arXiv、Unpaywall、Semantic Scholar、PubMed Central、知网(CNKI)。

ShZhao27208/Aut_Sci_Write

Manage BibTeX citations for LaTeX papers. An agent skill from lingzhi227/agent-research-skills.

lingzhi227/agent-research-skills

经济金融领域的系统性文献综述。整合 Semantic Scholar + ArXiv + OpenAlex + NBER 构建引文网络，识别研究缺口，生成结构化文献地图。

csmar432/finai-research

Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API.

OpenLAIR/dr-claw

Skill for academic research workflows: search Semantic Scholar (200M+ papers), inspect citations, download arXiv PDFs, and extract PDF text.

sickn33/agentic-awesome-skills

Daily paper recommendation workflow — search arXiv and Semantic Scholar, score and recommend papers

LigphiDonk/Oh-my--paper

Search academic literature using Semantic Scholar, arXiv, and OpenAlex APIs.

lingzhi227/agent-research-skills

A skill your agent uses when finding papers or building a reference list.

Aperivue/medsci-skills

A skill your agent uses when users need to search academic papers, download research documents, extract citations, or gather scholarly information.

LeoYeAI/openclaw-master-skills

Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API.

AI4Scientist/nano-scientist

Search and progressively read open-access academic papers through DeepXiv.

AI4Scientist/nano-scientist

AI-powered web search via Exa with content extraction. An agent skill from AI4Scientist/nano-scientist.

AI4Scientist/nano-scientist

Search research papers via Gemini for broad literature discovery.

AI4Scientist/nano-scientist