Categories › Knowledge & Everyday
See all Knowledge & Everyday tools →929 agent tools in this category, ranked by GitHub stars for now. Hands-on test results will replace this ranking as they finish.
The three most-starred tools here. Not tested together yet.
A review deck on compositional generalization in large language models — the field map, the gap, the evidence, and open questions. Built as a decision-grade aca
npx skills add nexu-io/open-design --skill hps-academic-paperA pop-culture retrospective on how 1980s design language shaped today's apps — the scenes, the turning point, and the takeaway. Built as a decision-grade story
npx skills add nexu-io/open-design --skill hps-memphis-popA family history told through five decades of home movies — the opening question, the eras, and what the footage reveals. Built as a decision-grade story deck f
npx skills add nexu-io/open-design --skill hps-retro-tv| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| hps-academic-paper A review deck on compositional generalization in large language models — the field map, the gap, the evidence, and open questions. Built as a decision SkillInstall · skills CLI | 107,474 | — | ||
| hps-memphis-pop A pop-culture retrospective on how 1980s design language shaped today's apps — the scenes, the turning point, and the takeaway. Built as a decision-gr SkillInstall · skills CLI | 107,474 | — | ||
| hps-retro-tv A family history told through five decades of home movies — the opening question, the eras, and what the footage reveals. Built as a decision-grade st SkillInstall · skills CLI | 107,474 | — | ||
| html-ppt-zhangzara-cartesian An economics senior thesis on the employment effects of local minimum-wage increases — identification strategy, evidence, and limitations. Built as a SkillInstall · skills CLI | 107,474 | — | ||
| html-ppt-zhangzara-pin-and-paper A field-biology capstone on urban pollinator decline — the survey design, the data, the contribution, and the caveats. Built as a decision-grade cours SkillInstall · skills CLI | 107,474 | — | ||
| html-ppt-zhangzara-scatterbrain A design-school graduation project: a civic wayfinding system for a transit hub — the brief, the process, and the outcome. Built as a decision-grade c SkillInstall · skills CLI | 107,474 | — | ||
| last30days Recent community and social trend research over the last 30 days. Use when the brief asks what people are saying now, recent sentiment, community reac SkillInstall · skills CLI | 107,474 | — | ||
| bgpt-paper-search Searches BGPT scientific papers by topic or DOI and retrieves claim-level evidence extracted from full text, including experiments, reported statistic SkillInstall · skills CLI | 57,038 | — | ||
| citation-management Comprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extract accurate metadata, validate c SkillInstall · skills CLI | 57,038 | — | ||
| literature-review Conducts systematic, scoping, and narrative literature reviews using PubMed, arXiv, bioRxiv, Semantic Scholar, and other appropriate sources. Use for SkillInstall · skills CLI | 57,038 | — | ||
| nature-academic-search Search literature across sources, verify or manage citations, and build MeSH strategies or citation-impact audits. Use for 文献检索、引文核对、参考文献管理、严格他引 and e SkillInstall · skills CLI | 53,448 | — | ||
| nature-citation Find and verify Nature/CNS-family literature supporting manuscript claims, with claim-to-source mapping and reference-manager export. Use for Nature系列 SkillInstall · skills CLI | 53,448 | — | ||
| nature-data Draft or audit manuscript Data/Code Availability statements, dataset access routes, repository plans, and FAIR metadata. Use for 数据可用性声明、数据共享、数据仓库选择 a SkillInstall · skills CLI | 53,448 | — | ||
| nature-downloader Use when a user needs lawful academic full text, CNKI institutional access, English OA retrieval, publisher API access, institutional browser fallback SkillInstall · skills CLI | 53,448 | — | ||
| nature-literature-pipeline Complete automated literature discovery pipeline: multi-source search → six-dimension scoring → fine reading → formatted delivery → archival. Combines SkillInstall · skills CLI | 53,448 | — | ||
| nature-paper-card Build a structured deep-reading Paper Card for one scientific paper, analysing methods, experiment-to-claim evidence, limitations, and research ideas. SkillInstall · skills CLI | 53,448 | — | ||
| nature-paper-xray Read one supplied paper closely enough to reconstruct how its authors actually got there, rather than restating what the abstract claims. Use for 精读论文 SkillInstall · skills CLI | 53,448 | — | ||
| nature-reader Create source-grounded Chinese-English paper readers with aligned text, figures, tables, and equations. Use for 全文翻译、中英文对照、论文精读 or source-linked quest SkillInstall · skills CLI | 53,448 | — | ||
| nature-ref-verifier 对学术文献逐条执行多源交叉验证，逐字段对比作者、标题、年份、卷期、页码， 标记卷年/DOI年冲突、作者顺序异常、页码偏差等问题，输出结构化验证报告。 可批量处理整篇论文/开题报告的参考文献列表，也可单条校验，支持与 Zotero 同步修正。 SkillInstall · skills CLI | 53,448 | — | ||
| nature-social-science 社会科学及相邻学科学术写作与选题论证工作台，覆盖选题构思、文献梳理、论证组织、学术表达四大要素。Use for 找论文题目/研究问题、把兴趣或宽泛主题变成可讨论的研究方向、文献综述与领域版图、区分"研究少"与真正未决的知识问题、设计证据路线与主张边界、新颖性审计与"审稿人2"式攻击、博士/论文可行性 SkillInstall · skills CLI | 53,448 | — | ||
| building-super-timelines-with-plaso Generate forensic super-timelines with Plaso's log2timeline.py, pinfo.py, psort.py, and psteal.py CLI tools (fusing file-system MACB, registry, EVTX, SkillInstall · skills CLI | 36,058 | — | ||
| persona-researcher Organize research — manage references, notes, and collaboration. SkillInstall · skills CLI | 32,292 | — | ||
| novelty-check Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a rese SkillInstall · skills CLI | 19,137 | — | ||
| novelty-check Verify research idea novelty against recent literature. Use when user says \"查新\", \"novelty check\", \"有没有人做过\", \"check novelty\", or wants to verif SkillInstall · skills CLI | 19,137 | — | ||
| patent-novelty-check Assess patent novelty and non-obviousness against prior art. Use when user says \"专利查新\", \"patent novelty\", \"可专利性评估\", \"patentability check\", or SkillInstall · skills CLI | 19,137 | — | ||
| research-lit Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "wh SkillInstall · skills CLI | 19,137 | — | ||
| research-lit Search and analyze research papers, find related work, summarize key ideas. Use when user says \"find papers\", \"related work\", \"literature review\ SkillInstall · skills CLI | 19,137 | — | ||
| research-refine Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-6-Astra review SkillInstall · skills CLI | 19,137 | — | ||
| research-review Get a deep critical review of research from a fresh Codex agent or a selected Gemini, Grok, or Claude Code reviewer. Use when user says \"review my re SkillInstall · skills CLI | 19,137 | — | ||
| benchmark-paper-template Structures Benchmark and Evaluation papers using the five-pillar framework (Research Gap, Construction Pipeline, Evaluation Framework, Empirical Findi SkillInstall · skills CLI | 12,446 | — | ||
| deep-research Runs a deep, survey-grade literature investigation on a research topic: freezes research questions, searches from multiple adversarial perspectives, v SkillInstall · skills CLI | 12,446 | — | ||
| figure-designer Advises on the design of the three core figures in a technical paper: the Motivated Example (Figure 1), the Solution Overview (Methodology), and the E SkillInstall · skills CLI | 12,446 | — | ||
| idea-evaluator Evaluates a preliminary research idea against a five-dimension framework (Higher, Faster, Stronger, Cheaper, Broader) plus idea-lifecycle and student- SkillInstall · skills CLI | 12,446 | — | ||
| intro-drafter Drafts the Introduction prose for a technical paper, guided internally by a six-paragraph flowchart: background and running example, existing limitati SkillInstall · skills CLI | 12,446 | — | ||
| paper-polish Polishes existing academic prose while preserving the author's meaning: grammar and flow repair, tone calibration against evidence strength, AI-tone r SkillInstall · skills CLI | 12,446 | — | ||
| paper-writer Drafts publishable paper prose from the author's own materials, from a single paragraph to a full manuscript, across STEM and non-STEM fields. Every f SkillInstall · skills CLI | 12,446 | — | ||
| pre-submission-reviewer Runs a pre-submission review of a technical paper across five dimensions: macro logic, writing details, English grammar, LaTeX formatting, and figure SkillInstall · skills CLI | 12,446 | — | ||
| rebuttal-guidance Provides actionable peer-review rebuttal guidance (not full rebuttal prose) using conditional persuasion P(Z|X,Y): match reviewer mindset X, recommend SkillInstall · skills CLI | 12,446 | — | ||
| tech-paper-template Structures a technical paper's full logical skeleton using a thinking-template table (research background, limitations, key idea or goal, challenges, SkillInstall · skills CLI | 12,446 | — | ||
| paper-analysis-assistant 其他高等院校教师与数据科学家在追踪前沿学术时，当需要深度解析arXiv论文，用此技能可一键下载PDF并自动生成词频分析、双人播客、交互式网页、PPT演示与总结图，将数小时的文献阅读转化为多媒体内容，效率提升十倍！ SkillInstall · skills CLI | 9,516 | — | ||
| story-long-scan 长篇网文扫榜。分析起点、番茄、晋江、七猫等平台排行榜与新书数据，提炼市场趋势与热门题材。触发方式：/story-long-scan、/长篇扫榜、「长篇什么火」「起点排行」「扫七猫新书」。 SkillInstall · skills CLI | 8,571 | — | ||
| story-short-scan 短篇网文扫榜。分析知乎盐言、七猫、黑岩、点众等平台热门短篇数据，捕捉风口题材。触发方式：/story-short-scan、/短篇扫榜、「短篇什么火」「知乎故事排行」。 SkillInstall · skills CLI | 8,571 | — | ||
| acme-research Search and summarize material from the Acme research service. SkillInstall · skills CLI | 7,450 | — | ||
| literature-review Find, verify, and synthesize scientific literature — from "what's the seminal paper for X" through full multi-source reviews. Covers grounding claims SkillInstall · skills CLI | 5,523 | — | ||
| open-science-case-demo-video Author the existing video.json screenplay and JavaScript animation bodies for Open-Science Research film. The application provides the session snapsho SkillInstall · skills CLI | 5,523 | — | ||
| paper-narrative Judge and reshape the story told by an entire paper figure deck. Use when writing or revising a paper to derive a grounded brief from the manuscript a SkillInstall · skills CLI | 5,523 | — | ||
| a1 VS-Enhanced Research Question Refiner - Prevents Mode Collapse and derives differentiated research questions Enhanced VS 3-Phase process: Modal questi SkillInstall · skills CLI | 5,013 | — | ||
| a2 VS-Enhanced Theoretical Framework Architect with Critique & Visualization Full VS 5-Phase process: Modal theory avoidance, Long-tail exploration, diff SkillInstall · skills CLI | 5,013 | — | ||
| a5 Agent A5 - Paradigm & Worldview Advisor - Philosophical foundations for research design. Covers ontology, epistemology, axiology, and methodology alig SkillInstall · skills CLI | 5,013 | — | ||
| abstract Reads the manuscript and notebooks to generate a structured abstract. Use when writing or updating the abstract. SkillInstall · skills CLI | 5,013 | — | ||
| academic-paper Academic paper writing skill with 12-agent pipeline. v2.5: Style Calibration (learn author's writing voice from past papers) + Writing Quality Check ( SkillInstall · skills CLI | 5,013 | — | ||
| academic-paper-reviewer Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) SkillInstall · skills CLI | 5,013 | — | ||
| academic-paper-verify Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output SkillInstall · skills CLI | 5,013 | — | ||
| academic-writing Activate when the user is drafting any academic economics content from scratch (e.g., outlines, abstracts, introductions, data/methods/identification SkillInstall · skills CLI | 5,013 | — | ||
| Answering Research Questions Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize SkillInstall · skills CLI | 5,013 | — | ||
| asymptotic-theory M-estimation, influence functions, and semiparametric efficiency theory for causal inference SkillInstall · skills CLI | 5,013 | — | ||
| b1 VS-Enhanced Literature Review Strategist - Comprehensive support for multiple review methodologies Full VS 5-Phase process: Prevents Mode Collapse and SkillInstall · skills CLI | 5,013 | — | ||
| b2 VS-Enhanced Evidence Quality Appraiser - Prevents Mode Collapse with context-adaptive quality assessment Enhanced VS 3-Phase process: Avoids automatic SkillInstall · skills CLI | 5,013 | — | ||
| bayesian-workflow Opinionated Bayesian modeling workflow with PyMC and ArviZ. Contains critical guardrails (nutpie sampler, prior/posterior predictive checks, LOO-PIT c SkillInstall · skills CLI | 5,013 | — | ||
| bib-check Cross-checks citation keys in index.qmd against references.bib, reporting missing, orphaned, and duplicate entries. Use when verifying citations. SkillInstall · skills CLI | 5,013 | — | ||
| Building Paper Screening Rubrics Collaboratively build and refine paper screening rubrics through brainstorming, test-driven development, and iterative feedback SkillInstall · skills CLI | 5,013 | — | ||
| c1 VS-Enhanced Quantitative Design Consultant with Materials & Sampling Enhanced VS 3-Phase process: Avoids obvious experimental designs, proposes contex SkillInstall · skills CLI | 5,013 | — | ||
| c2 VS-Enhanced Qualitative Design Consultant with Ethnography & Action Research Enhanced VS 3-Phase process: Avoids overused phenomenology, proposes cont SkillInstall · skills CLI | 5,013 | — | ||
| c3 Agent C3 - Mixed Methods Design Consultant Comprehensive mixed methods research design specialist covering sequential, concurrent, embedded, and multi SkillInstall · skills CLI | 5,013 | — | ||
| c5 Meta-Analysis Master with Data Integrity, Effect Size, Error Prevention & Sensitivity Multi-gate validation and workflow orchestration for meta-analys SkillInstall · skills CLI | 5,013 | — | ||
| causal-inference Production-grade Bayesian causal inference with PyMC, CausalPy, and DoWhy. Enforces DAG-first thinking, mandatory user checkpoints for assumptions, de SkillInstall · skills CLI | 5,013 | — | ||
| Checking ChEMBL for Structured SAR Data Check if medicinal chemistry papers are in ChEMBL database to access curated bioactivity data SkillInstall · skills CLI | 5,013 | — | ||
| cite Finds a paper by title, author, or DOI, adds BibTeX to references.bib, and shows citation syntax. Use when adding a reference. SkillInstall · skills CLI | 5,013 | — | ||
| Cleaning Up Research Sessions Safely remove intermediate files from completed research sessions while preserving important data SkillInstall · skills CLI | 5,013 | — | ||
| cross-disciplinary-ideation Field connection mapping and systematic ideation for method transfer SkillInstall · skills CLI | 5,013 | — | ||
| d2 Agent D2 - Data Collection Specialist - Interviews, Focus Groups & Observation. Covers protocol development, question design, probing strategies, tran SkillInstall · skills CLI | 5,013 | — | ||
| d4 Agent D4 - Measurement Instrument Developer - Scale construction and psychometric validation. Covers item development, validity evidence, and reliabil SkillInstall · skills CLI | 5,013 | — | ||
| deep-research Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review, SkillInstall · skills CLI | 5,013 | — | ||
| devils-advocate Challenge research design decisions, assumptions, and methodology choices with specific critical questions. Helps strengthen the paper before submissi SkillInstall · skills CLI | 5,013 | — | ||
| devils-advocate Challenge a slide deck design with 5-7 specific pedagogical questions. Checks ordering, prerequisites, gaps, alternatives, notation conflicts, cogniti SkillInstall · skills CLI | 5,013 | — | ||
| econ-abstract-writing Guide for writing the abstract of an academic economics paper. Use this skill whenever the user asks for help writing, drafting, revising, or structur SkillInstall · skills CLI | 5,013 | — | ||
| econ-intro-writing Guide for writing the introduction to an academic economics paper. Use this skill whenever the user asks for help writing, drafting, revising, or stru SkillInstall · skills CLI | 5,013 | — | ||
| Evaluating Paper Relevance Two-stage paper screening - abstract scoring then deep dive for specific data extraction SkillInstall · skills CLI | 5,013 | — | ||
| event-study Use this skill whenever the user wants to conduct an event study, create event study plots, test for parallel trends, implement difference-in-differen SkillInstall · skills CLI | 5,013 | — | ||
| Finding Open Access Papers Use Unpaywall API to find free full-text versions of paywalled papers SkillInstall · skills CLI | 5,013 | — | ||
| fletcher Defamiliarization audit for empirical output. Systematically interrogates every feature of a figure, table, or set of results — not just the main find SkillInstall · skills CLI | 5,013 | — | ||
| Getting Started with Research Superpowers Introduction to literature search & review skills - systematic paper finding, screening, extraction, and citation traversal SkillInstall · skills CLI | 5,013 | — | ||
| hypothesis-generation Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses wit SkillInstall · skills CLI | 5,013 | — | ||
| hypothesis-generation Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms SkillInstall · skills CLI | 5,013 | — | ||
| identification-theory DAG and potential outcomes frameworks for causal mediation identification SkillInstall · skills CLI | 5,013 | — | ||
| interview-me Interactive interview to formalize a research idea into a structured specification with hypotheses and empirical strategy. SkillInstall · skills CLI | 5,013 | — | ||
| latex-document Universal LaTeX document skill: create, compile, and convert any document to professional PDF with PNG previews. Supports resumes, reports, cover lett SkillInstall · skills CLI | 5,013 | — | ||
| lit-review Structured literature search and synthesis with citation extraction and gap identification. SkillInstall · skills CLI | 5,013 | — | ||
| lit-review-assistant Search, summarize, and synthesize economics literature SkillInstall · skills CLI | 5,013 | — | ||
| literature-gap-finder Method×Setting matrices and systematic gap identification SkillInstall · skills CLI | 5,013 | — | ||
| mathematical-foundations Core mathematical concepts and theoretical frameworks for statistics SkillInstall · skills CLI | 5,013 | — | ||
| mediation-meta-analyst Meta-analysis frameworks and methods for mediation studies SkillInstall · skills CLI | 5,013 | — | ||
| method-transfer-engine Six-phase protocol for adapting methods across research domains SkillInstall · skills CLI | 5,013 | — | ||
| methods-communicator Effective communication strategies for statistical methods SkillInstall · skills CLI | 5,013 | — | ||
| methods-paper-writer JASA/Biometrika manuscript structure with VanderWeele notation standards SkillInstall · skills CLI | 5,013 | — | ||
| ml-paper-writing Write publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOSP. Use when drafting papers from researc SkillInstall · skills CLI | 5,013 | — | ||
| paper-summary Writes expert academic paper summaries for social science research, particularly political science and applied statistics. Use when asked to summarize SkillInstall · skills CLI | 5,013 | — | ||
| peer-review Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscri SkillInstall · skills CLI | 5,013 | — | ||
| proof-architect Structured methodology for constructing and verifying mathematical proofs in statistical research SkillInstall · skills CLI | 5,013 | — | ||
| publication-strategist Strategic publication planning and venue selection for research SkillInstall · skills CLI | 5,013 | — | ||
| python-panel-data Panel data analysis with Python using linearmodels and pandas. SkillInstall · skills CLI | 5,013 | — | ||
| r-econometrics Run IV, DiD, and RDD analyses in R with proper diagnostics SkillInstall · skills CLI | 5,013 | — | ||
| redistricting-analysis Redistricting analysis in R using the redistverse ecosystem. Use whenever the user is working with redist, redistmetrics, ggredist, geomander, adj, al SkillInstall · skills CLI | 5,013 | — | ||
| replicate-paper Run a full 6-phase autonomous replication of a biomedical/epidemiology paper against UK Biobank or similar cohort data, producing Python and R scripts SkillInstall · skills CLI | 5,013 | — | ||
| research-grants Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broad SkillInstall · skills CLI | 5,013 | — | ||
| research-grants Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget preparation, broader impacts, s SkillInstall · skills CLI | 5,013 | — | ||
| research-ideation Generate research questions from economic phenomena SkillInstall · skills CLI | 5,013 | — | ||
| research-ideation Generate structured research questions, testable hypotheses, and empirical strategies from a topic or dataset SkillInstall · skills CLI | 5,013 | — | ||
| research-ideation Generate structured research questions, testable hypotheses, and empirical strategies from a topic or dataset. SkillInstall · skills CLI | 5,013 | — | ||
| research-proposal Generate academic research proposals for PhD applications. Use when user asks to "write a research proposal", "create PhD proposal", "generate researc SkillInstall · skills CLI | 5,013 | — | ||
| review-paper Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections SkillInstall · skills CLI | 5,013 | — | ||
| review-paper Comprehensive manuscript review covering argument structure, identification strategy, econometric specification, citation completeness, and potential SkillInstall · skills CLI | 5,013 | — | ||
| scholar-evaluation Apply the ScholarEval framework to systematically evaluate scholarly work across quality dimensions (novelty, rigor, significance, and clarity). Use t SkillInstall · skills CLI | 5,013 | — | ||
| scientific-critical-thinking Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), f SkillInstall · skills CLI | 5,013 | — | ||
| scientific-writing Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with ( SkillInstall · skills CLI | 5,013 | — | ||
| scientific-writing Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process: (1) c SkillInstall · skills CLI | 5,013 | — | ||
| Searching Scientific Literature PubMed search with keyword optimization, result parsing, and metadata extraction SkillInstall · skills CLI | 5,013 | — | ||
| sensitivity-analyst Sensitivity analysis frameworks and assumption-testing methods SkillInstall · skills CLI | 5,013 | — | ||
| stat-writing End-to-end statistical writing assistant for LaTeX - draft title/abstract/keywords, expand outlines into sections, audit manuscripts, write reviewer r SkillInstall · skills CLI | 5,013 | — | ||
| Subagent-Driven Literature Review Use parallel subagents for large-scale paper screening and deep dive analysis SkillInstall · skills CLI | 5,013 | — | ||
| Traversing Citation Networks Smart backward and forward citation following via Semantic Scholar, with relevance filtering and deduplication SkillInstall · skills CLI | 5,013 | — | ||
| academic-paper-reviewer Simulates academic peer review, evaluating papers across Originality, Methodology, Results, and Writing to provide Major/Minor Revision recommendation SkillInstall · skills CLI | 4,708 | — | ||
| skill-algorithm-updates 追踪抖音、小红书、B站、微博、知乎、视频号和今日头条的算法、推荐分发、审核与变现规则变化，并分析对创作者的影响。 当用户说“算法/推荐机制变了吗、流量规则更新、为什么流量下降、平台规则变化”时使用。 内容热点用 skill-trending-topics；泛行业资讯用 skill-news-inte SkillInstall · skills CLI | 4,658 | — | ||
| openalex-database Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research t SkillInstall · skills CLI | 3,816 | — | ||
| paper-2-web Use when converting academic papers into dissemination assets such as Paper2Web websites, Paper2Video video abstracts, or Paper2Poster conference post SkillInstall · skills CLI | 3,816 | — | ||
| pubmed-database Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer SkillInstall · skills CLI | 3,816 | — | ||
| event-research-follow-up Research business events, organize photo leads and attendee rosters, qualify companies with evidence, and prepare or execute explicitly approved event SkillInstall · skills CLI | 3,812 | — | ||
| company-research Company discovery and deep research skill. Researches a company's product and ICP, discovers target companies to sell to using Browserbase Search API, SkillInstall · skills CLI | 3,757 | — | ||
| competitor-analysis Competitor research and intelligence skill. Takes a user's company (with optional seed competitor URLs), auto-discovers additional competitors via Bro SkillInstall · skills CLI | 3,757 | — | ||
| event-prospecting Event prospecting skill. Takes a conference / event speakers URL, extracts the people, filters their companies against the user's ICP, then deep-resea SkillInstall · skills CLI | 3,757 | — | ||
| competitor-research Research competitor products, launch history, and acquisition evidence from public sources or supplied materials. Use when evaluating growth claims, c SkillInstall · skills CLI | 3,742 | — | ||
| dsh-deepread 精读一本书或一篇文章：提取核心观点、论证结构与关键论据。当用户要求「精读/分析这篇文章」「提取核心观点」「梳理论证逻辑」「做知识地图」「用费曼读书法读书」时使用本技能。五种模式：quick 快速要点 / deep 深度精读 / map 知识地图 / feynman 费曼读书法 / book 全书精读 SkillInstall · skills CLI | 3,742 | — | ||
| paper-search Academic paper search via Google Scholar using Serper API SkillInstall · skills CLI | 2,988 | — | ||
| research Researches a topic by breaking it into subtopics, gathering factual information with reasoning, and producing a structured summary with key findings a SkillInstall · skills CLI | 2,988 | — | ||
| survey-generator Compile a structured literature survey on any AI/ML topic. Agent curates a research bundle (taxonomy + sections + bibliography of real papers) from a SkillInstall · skills CLI | 2,955 | — | ||
| wiki-research-loop Auto-grow a pro-workflow wiki by running a budget-capped BFS research loop over pluggable source fetchers (web, arXiv, GitHub). Each iteration pops a SkillInstall · skills CLI | 2,955 | — | ||
| mom-test Talk to customers without leading them using Mom Test rules: discuss their life not your idea, ask about specifics in the past, and talk less. Use whe SkillInstall · skills CLI | 2,684 | — | ||
| hypothesis-generation Formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, SkillInstall · skills CLI | 2,573 | — | ||
| latex-posters Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and SkillInstall · skills CLI | 2,573 | — | ||
| peer-review Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments. Use for authorized review of scientific manuscripts, SkillInstall · skills CLI | 2,573 | — | ||
| pptx-posters Create and audit editable scientific posters in macro-free PowerPoint (.pptx) from author-approved local content and assets. Use when the requested de SkillInstall · skills CLI | 2,573 | — | ||
| research-lookup Compile current scholarly evidence for a scientific manuscript or research brief. Use when the user explicitly asks to gather literature, references, SkillInstall · skills CLI | 2,573 | — | ||
| scholar-evaluation Provide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional l SkillInstall · skills CLI | 2,573 | — | ||
| ex-ussr-kinship-research Исследует родственные связи и семейную историю по персональным данным и документам с фокусом на бывший СССР, СССР и Российскую империю. Использовать д SkillInstall · skills CLI | 2,401 | — | ||
| academic-deep-research Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle researc SkillInstall · skills CLI | 2,188 | — | ||
| academic-research-hub Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers in SkillInstall · skills CLI | 2,188 | — | ||
| aclawdemy The academic research platform for AI agents. Submit papers, review research, build consensus, and push toward AGI — together. SkillInstall · skills CLI | 2,188 | — | ||
| research-paper-integrity Standards and audits for writing academic papers, especially ML/NLP submissions to NeurIPS, ICML, ICLR, ACL, EMNLP, NAACL. Covers the author's house p SkillInstall · skills CLI | 2,125 | — | ||
| mechanism-to-validation-planner Extends a mechanistic or association-level biomedical finding into a staged validation pathway that moves from descriptive evidence toward stronger fu SkillInstall · skills CLI | 2,052 | — | ||
| medical-research-algorithm-matcher Matches a user’s biomedical research direction, disease problem, study aim, data modality, and resource constraints to the most relevant recent algori SkillInstall · skills CLI | 2,052 | — | ||
| medical-research-gap-to-study-planner Converts an audited medical research gap into a complete, structured, gap-traceable study design. Always use this skill whenever a user already has on SkillInstall · skills CLI | 2,052 | — | ||
| mendelian-randomization-protocol-designer Generates complete Mendelian randomization study designs from a user-provided exposure and outcome direction. Always use this skill whenever a user wa SkillInstall · skills CLI | 2,052 | — | ||
| mr-scrna-research-planner Generates complete Mendelian Randomization + single-cell transcriptomics (scRNA-seq) research designs from a user-provided direction. Always use this SkillInstall · skills CLI | 2,052 | — | ||
| multi-omics-clinical-integration-planner Designs complete research plans that integrate clinical variables with multi-omics data from a user-provided biomedical direction. Always use this ski SkillInstall · skills CLI | 2,052 | — | ||
| nhanes-clinical-retrospective-biomarker-research-planner Generates complete NHANES-style cross-sectional epidemiology + retrospective clinical validation research designs from a user-provided disease and bio SkillInstall · skills CLI | 2,052 | — | ||
| non-tumor-mechanism-guided-diagnostic-ml-research-planner Generates complete conventional non-oncology diagnostic machine-learning research designs from a user-provided disease context, optional mechanism the SkillInstall · skills CLI | 2,052 | — | ||
| pcd-immune-oncology-research-planner Generates complete programmed-cell-death (PCD) / regulated-cell-death (RCD) bulk-transcriptome oncology research designs from a user-provided disease SkillInstall · skills CLI | 2,052 | — | ||
| primary-plan-recommender Compares multiple study-route options for the same biomedical research question and recommends one primary plan, while explicitly explaining why alter SkillInstall · skills CLI | 2,052 | — | ||
| process-related-diagnostic-biomarker-nomogram-research-planner Generates complete process-related diagnostic biomarker bioinformatics research designs from a user-provided disease context, gene-family or pathway t SkillInstall · skills CLI | 2,052 | — | ||
| prognostic-biomarker-protocol-designer Designs discovery, modeling, and validation workflows for prognostic biomarkers in biomedical and clinical research. Always use this skill when the us SkillInstall · skills CLI | 2,052 | — | ||
| qtl-colocalization-study-planner Designs QTL colocalization studies that connect eQTL, pQTL, sQTL, or related molecular QTL signals with GWAS loci. Always use this skill whenever a us SkillInstall · skills CLI | 2,052 | — | ||
| real-world-evidence-study-designer Designs a structured real-world evidence study using EHR, claims, or registry data, with explicit handling of time zero, eligibility windows, exposure SkillInstall · skills CLI | 2,052 | — | ||
| sample-size-and-power-planning-assistant Plans sample size estimation logic, power assumptions, feasibility checks, and fallback enrollment strategies for clinical and translational study pro SkillInstall · skills CLI | 2,052 | — | ||
| single-cell-research-planner Designs complete single-cell research plans from a user-provided biomedical direction. Always use this skill whenever a user wants to design, scope, o SkillInstall · skills CLI | 2,052 | — | ||
| single-compound-network-toxicology-disease-link-reference-grounded Generates complete single-compound network-toxicology research designs from one exposure, one disease or toxic phenotype, and a validation direction. SkillInstall · skills CLI | 2,052 | — | ||
| single-drug-adverse-effect-hub-first-network-pharmacology Generates complete reference-grounded single-drug adverse-effect network-pharmacology research designs from a user-provided drug, adverse event, and d SkillInstall · skills CLI | 2,052 | — | ||
| single-drug-adverse-effect-pathway-anchored-network-pharmacology Generates complete reference-grounded single-drug adverse-effect network-pharmacology research designs from a user-provided drug, adverse event, and d SkillInstall · skills CLI | 2,052 | — | ||
| single-drug-faers-safety-profile-research-planner Generates complete FAERS pharmacovigilance study designs for one-drug whole-profile safety mapping using signal detection, subgroup analysis, onset/se SkillInstall · skills CLI | 2,052 | — | ||
| single-gene-oncology-reference-grounded-research-planner Generates complete conventional single-gene oncology research designs from a user-provided cancer context, target gene, and validation direction. Use SkillInstall · skills CLI | 2,052 | — | ||
| study-objective-refiner Refines broad, vague, or aspirational biomedical research objectives into clear, bounded, measurable, executable, and downstream-ready study objective SkillInstall · skills CLI | 2,052 | — | ||
| translational-study-blueprint Designs a translational blueprint for moving a biomedical finding toward diagnosis, prognosis, treatment response prediction, patient stratification, SkillInstall · skills CLI | 2,052 | — | ||
| treatment-response-predictor-planner Designs studies for predicting treatment response or resistance in biomedical and clinical research. Always use this skill when the user needs a treat SkillInstall · skills CLI | 2,052 | — | ||
| tumor-immune-infiltration-diagnostic-ml-research-planner Generates complete tumor immune-infiltration-guided bulk-transcriptome diagnostic biomarker and machine-learning research designs from a user-provided SkillInstall · skills CLI | 2,052 | — | ||
| research Online research for a macOS app before building it, run as parallel researcher subagents, saved to docs/research/. Use when the user asks what to buil SkillInstall · skills CLI | 1,796 | — | ||
| zhengxi-views 郑希观点库——基于易方达基金经理郑希 2012–2026 年全部公开观点原文语料，外加从语料蒸馏、有本人原话佐证的郑希投资方法的可溯源 research skill。能做： (1) 溯源问答——他怎么看 AI算力/光通信/新能源/半导体/ROE 等，引用其原话作答； (2) 讲解他的投资方法/框架/ SkillInstall · skills CLI | 1,779 | — | ||
| paper-analyzer 将学术论文转化为深度HTML长文。6轮强制工作流、代码仓库搜索、公式渲染、Mermaid图表。 3种写作风格，输出可直接分享的精美HTML页面。 SkillInstall · skills CLI | 1,478 | — | ||
| paper-comic 论文方法图解——用视觉图解彻底讲清楚一篇论文到底做了什么、怎么做的。 自动分析论文核心方法，先推荐封面/概述图/机制细节图的生成方案，必须由用户确认范围、张数、语言、风格后再生成。 支持温暖笔记风和论文框架图风。 SkillInstall · skills CLI | 1,478 | — | ||
| paper-deck 将论文、技术文章或知识内容制作成高真实感的 AIGC 幻灯片。先做叙事结构和逐页视觉导演，再调用生图模型生成每一页 16:9 slide image，最后合成为 PPTX/PDF。适合论文汇报、组会、公开课、技术分享、商业化研究展示；当用户提到“论文PPT”“AI生成PPT”“不像AI的PPT”“高 SkillInstall · skills CLI | 1,478 | — | ||
| daily-papers Recommend today’s papers or papers from the past N days/week; run discovery, review, and priority-paper notes. English triggers: "recommend papers", " SkillInstall · skills CLI | 1,356 | — | ||
| daily-papers-fetch Fetch, rank, and enrich recent arXiv and Hugging Face papers. English triggers: "fetch papers", "fetch papers from the last three days". This is pipel SkillInstall · skills CLI | 1,356 | — | ||
| daily-papers-notes Generate full notes for must-read recommendations, maintain concepts, and backfill links. English triggers: "generate paper notes", "batch paper notes SkillInstall · skills CLI | 1,356 | — | ||
| daily-papers-review Review fetched papers and write evidence-based recommendations with reading priorities. English triggers: "review fetched papers", "generate paper rec SkillInstall · skills CLI | 1,356 | — | ||
| paper-reader Read academic papers from a bare arXiv abs/pdf/html URL, a PDF, a paper title, or Zotero. Use for "read this paper", "analyze this paper", "读一下 XXX", SkillInstall · skills CLI | 1,356 | — | ||
| nanoresearch-ideation Search academic literature and generate research hypotheses SkillInstall · skills CLI | 1,333 | — | ||
| nanoresearch-planning Produce an experiment blueprint from a research hypothesis SkillInstall · skills CLI | 1,333 | — | ||
| nanoresearch-writing Draft a LaTeX research paper from all previous stage outputs SkillInstall · skills CLI | 1,333 | — | ||
| 00-academic-router Use when the user wants help with academic papers or citations but it's unclear which specific workflow fits — reviewing a paper, checking a BibTeX fi SkillInstall · skills CLI | 1,100 | — | ||
| 01-paper-review Review academic papers for correctness, quality, and novelty using OpenJudge's multi-stage pipeline. Supports PDF files and LaTeX source packages (.ta SkillInstall · skills CLI | 1,100 | — | ||
| 02-bib-verify Verify a BibTeX file for hallucinated or fabricated references by cross-checking every entry against CrossRef, arXiv, and DBLP. Reports each reference SkillInstall · skills CLI | 1,100 | — | ||
| science-statistics-choice Use when you have data and must decide which test to run — when someone asks "该用什么检验", when a reviewer says the analysis does not match the design, wh SkillInstall · skills CLI | 984 | — | ||
| science-stats-report Use when a statistical result has to leave the analysis tool and enter a manuscript — when writing the statistics paragraph, the table notes, or the f SkillInstall · skills CLI | 984 | — | ||
| science-study-coach-flow Use when someone is starting research and does not know the order of operations — a first-year student asking "从哪开始", "这一步要做什么", "我这样算不算做完了"; when a p SkillInstall · skills CLI | 984 | — | ||
| science-top-journal-writing Use when drafting or restructuring a manuscript for a high-impact journal, when a paper was rejected for "limited conceptual advance" or "not of broad SkillInstall · skills CLI | 984 | — | ||
| deep-research When you want multi-source, multi-step research on a topic — competitor research before a sales call, market research for a new business idea, positio SkillInstall · skills CLI | 909 | — | ||
| lit-search Runs an exhaustive time-windowed literature search over a research topic and delivers a quality-tiered DOI list plus a matching formatted reference li SkillInstall · skills CLI | 886 | — | ||
| research-paper Use when the user asks to write, draft or revise an ORIGINAL RESEARCH ARTICLE or any single section of one — abstract, introduction, methods, results, SkillInstall · skills CLI | 886 | — | ||
| research-proposal Use when the user asks to write or draft a PhD / doctoral research proposal, research plan, 研究计划书, or 开题报告 — a forward-looking plan of background, gap SkillInstall · skills CLI | 886 | — | ||
| academic-humanizer Draft, audit, or minimally revise English- or Chinese-language academic prose to reduce formulaic, vacuous, mechanically repetitive, or process-leakin SkillInstall · skills CLI | 769 | — | ||
| deep-research Use this skill when the user wants an evidence-based research memo, literature review, market/policy/technical landscape, or a multi-source decision b SkillInstall · skills CLI | 737 | — | ||
| weather-forecast-report 将天气要素（风速、能见度、降雨量等）单站预报系统的项目文档、模型、报告、评估结果整理成符合省级自然科学基金项目编写规范的专题研究报告。适用于：(1) 基于Claude Code + OpenSpec开发的气象预报系统结题报告编写，(2) 将技术文档转换为学术研究报告格式，(3) 生成符合省级自然科学 SkillInstall · skills CLI | 737 | — | ||
| research-vault-ingest-orchestrator Orchestrate the verified ResearchVault single-paper ingest workflow from Zotero identity through Fulltext, Analytical Note, Knowledge decision, valida SkillInstall · skills CLI | 731 | — | ||
| research-vault-knowledge-maintainer Maintain a persistent research knowledge layer from existing analytical literature notes in the user's active Vault. Use when creating or incrementall SkillInstall · skills CLI | 731 | — | ||
| research-vault-literature-retrieval ResearchVault 文献知识问题的默认检索技能。先从当前 Vault 的 Analytical Notes 定位相关论文，再按需要定向进入对应 Fulltext，必要时回到 Zotero PDF 验证。若用户明确要求基于当前项目文件检索，优先执行严格的项目文件检索后再回答。纯 Skill、代 SkillInstall · skills CLI | 731 | — | ||
| zotero-analytical-writer 使用 Zotero metadata、批注和可访问的全文证据，按当前 Vault 模板创建或更新中文精读笔记，并确保 Zotero 链接、公式与原文引用真实可追溯。 SkillInstall · skills CLI | 731 | — | ||
| zotero-collection-manager 按 Zotero Collection 增量调度 Fetcher、Fulltext Archiver、Analytical Writer 和一致性校验，使用可重试状态而不是以“存在笔记”或临时跳过判断完成；默认单篇/小批量运行，支持断点续传。 SkillInstall · skills CLI | 731 | — | ||
| zotero-data-fetcher 根据 Zotero Item Key 或标题，从当前 agent 可访问的 Zotero 数据源或用户提供的论文材料中提取元数据、批注和正文证据。此技能不翻译、不总结、不替代全文证据。 SkillInstall · skills CLI | 731 | — | ||
| zotero-fulltext-archiver 将当前环境可访问的 Zotero PDF 或已提供的转换结果归档为可追踪的 Fulltext Markdown，保留原文、图片、稳定身份和 Note 关联。此技能不做中文总结、不改写论文正文、不负责用户检索。 SkillInstall · skills CLI | 731 | — | ||
| econ-write Expert economics paper writing assistant synthesizing advice from 50+ top guides by Cochrane, McCloskey, Shapiro, Head, Bellemare, Goldin, Glaeser, Kr SkillInstall · skills CLI | 718 | — | ||
| firecrawl-research-index Find the papers that answer a research query in Firecrawl's research paper index — a corpus of paper abstracts whose largest share is biomedical and l SkillInstall · skills CLI | 684 | — | ||
| academic-presentations Create academic presentation slide decks and optionally demo videos from research papers. Use when the user asks to "make slides", "create a deck", "m SkillInstall · skills CLI | 671 | — | ||
| academic-researcher Use when conducting literature reviews, summarizing papers, comparing methodologies, identifying research gaps, or supporting scholarly writing across SkillInstall · skills CLI | 671 | — | ||
| anti-defensive-writing Remove audit, defensive, self-critical, developer-facing and commitment writing from manuscripts, Supplementary Information, legends, table notes, dat SkillInstall · skills CLI | 671 | — | ||
| citation-verifier Use when checking manuscript citations, bibliography hygiene, DOI or PMID completeness, placeholder references, or BibTeX consistency before submissio SkillInstall · skills CLI | 671 | — | ||
| claim-source-verification Use when a manuscript's claims need to be checked against the sources cited for them, when literature search results must be verified before they ente SkillInstall · skills CLI | 671 | — | ||
| conference-paper-writing Use when writing or revising ML or AI conference papers for venues such as NeurIPS, ICML, ICLR, ACL, AAAI, or COLM, especially when the workflow is co SkillInstall · skills CLI | 671 | — | ||
| data-availability Use when drafting, auditing, or revising Data Availability statements, repository plans, accession-number placement, source-data coverage, or restrict SkillInstall · skills CLI | 671 | — | ||
| draft-marker-discipline Use when a manuscript is being drafted across many sessions and needs auditable open-question tracking: in-source draft markers with distinct jobs, tr SkillInstall · skills CLI | 671 | — | ||
| figure-planner Use when designing, restructuring, or auditing manuscript figures and you need to define one main claim per figure, assign panel roles, align legends SkillInstall · skills CLI | 671 | — | ||
| figure-style Publication-grade figure correctness and legibility rules for final-deliverable figures — not every plot. Quick look or iterating on the analysis (EDA SkillInstall · skills CLI | 671 | — | ||
| manuscript-optimizer Use when auditing, restructuring, or revising a research manuscript whose scientific question, claim hierarchy, evidence chain, section logic, figures SkillInstall · skills CLI | 671 | — | ||
| nature-figure Create, revise, audit or polish submission-grade manuscript figures for Nature-family and other high-impact journals using Python or R. Covers multi-p SkillInstall · skills CLI | 671 | — | ||
| nature-paper-workflow Revise scientific manuscripts or a single section such as the Abstract, Introduction or Discussion, make a technical draft readable for scientists out SkillInstall · skills CLI | 671 | — | ||
| nature-portfolio-playbook Use when choosing among Nature, Nature Methods, or Nature Biotechnology, or when preparing a Nature Portfolio life-science manuscript for venue fit, a SkillInstall · skills CLI | 671 | — | ||
| paper-analyzer Use when deeply analyzing a single paper and producing structured notes on claims, methods, figures, evaluation, strengths, limitations, and related w SkillInstall · skills CLI | 671 | — | ||
| paper-bootstrap Use when starting a new manuscript project or cleaning up an existing paper directory and you need a standard structure, active source files, project SkillInstall · skills CLI | 671 | — | ||
| paper-reviewer Referee-side skill for Nature Portfolio manuscripts: write a referee report, inventory every ask and sub-ask in received comments, grade drafted repli SkillInstall · skills CLI | 671 | — | ||
| paper-workflow Route general manuscript requests such as improve my paper, revise this draft, 优化论文, 润色论文 or 投稿前检查. Identify the article type, requested scope, the se SkillInstall · skills CLI | 671 | — | ||
| rebuttal-response Analyze, draft, revise, or audit scientific peer-review response letters and point-by-point rebuttals. Use for reviewer comments, response letters, re SkillInstall · skills CLI | 671 | — | ||
| reference-audit-guide Verify that cited references actually exist and that their metadata matches, using the runnable scripts this skill ships for CrossRef, Semantic Schola SkillInstall · skills CLI | 671 | — | ||
| results-analysis Use when analyzing experimental results, validating comparisons, generating paper-ready results text, or turning model-evaluation outputs into figures SkillInstall · skills CLI | 671 | — | ||
| results-section-revision Use when revising a scientific manuscript Results section whose figures, evidence, and main claims are mostly fixed, but subsection flow, paragraph op SkillInstall · skills CLI | 671 | — | ||
| review-article-architecture Use when writing, restructuring, or auditing a Review, survey, or Perspective rather than a research article, especially a commissioned one written ac SkillInstall · skills CLI | 671 | — | ||
| scientific-prose-style Prose-quality rules for writing scientific manuscript text: abstract, introduction, results, discussion. The headline rule is a strict em-dash budget: SkillInstall · skills CLI | 671 | — | ||
| scientific-writing Use when writing or revising scientific manuscripts, abstracts, figures, or references for journal submission and you need full-paragraph prose, scien SkillInstall · skills CLI | 671 | — | ||
| stats-reporting-audit Audit, revise, or draft manuscript statistical reporting for Nature / high-impact journal submissions. Use when the user asks to check statistical ana SkillInstall · skills CLI | 671 | — | ||
| submission-audit Use when a manuscript is close to submission or resubmission and you need a preflight audit for claim support, figure-panel coverage, legend sync, met SkillInstall · skills CLI | 671 | — | ||
| write-scientific-manuscript Diagnose and repair the clarity and logic of manuscript prose, journal-agnostic. Use when a passage is technically correct but hard to follow: buried SkillInstall · skills CLI | 671 | — | ||
| oral-paper-skill Help authors learn from exemplary ICLR, ICML, and NeurIPS papers through source-linked manuscript comparisons, concrete writing and experiment suggest SkillInstall · skills CLI | 580 | — | ||
| nie-grassroots-logic 聂辉华《基层中国的运行逻辑》方法论工具箱：政治经济学/组织经济学视角解释基层权力与治理， 并落到个人抉择（求学/考公/投资/养老/创业）。 核心框架：内外冲突的双均衡、条块结合以块为主、等级制资源配置（人跟资源走、资源跟权力走）、 职务含权量三因子、县委书记三座大山（维稳/招商/借债）、压力型体制与 SkillInstall · skills CLI | 578 | — | ||
| fund-background-writer Writes NSFC grant justification research significance section. Invoke when user asks to write 立项依据/研究意义/项目背景 for NSFC or similar grants, or provides a SkillInstall · skills CLI | 504 | — | ||
| fund-literature-review-writer 撰写NSFC申请书的国内外研究现状及发展动态分析+文献评述。Invoke when user asks to write NSFC literature review, 国内外研究现状, 文献综述, 文献评述, or 1.2部分 of NSFC proposal. SkillInstall · skills CLI | 504 | — | ||
| fund-research-content-writer NSFC研究方案写作助手（研究目标-研究内容-关键科学问题）。当用户需要撰写基金申请书的研究内容、拆解研究专题、凝练科学问题时触发。默认面上项目，支持重点/青年/省基金。 SkillInstall · skills CLI | 504 | — | ||
| fund-technical-route-writer NSFC申请书研究方法、技术路线与创新特色写作助手。在用户已有研究构想基础上，对研究方法、技术路线和创新特色进行学术化表达、逻辑优化与规范化呈现。当用户需要撰写NSFC申请书的研究方法、技术路线、创新和特色时触发。 SkillInstall · skills CLI | 504 | — | ||
| paper-navigator Find and read academic papers (S2 + arXiv). Disambiguate ambiguous queries, search by keyword + citation graph + recommendations + snippets, judge rel SkillInstall · skills CLI | 488 | — | ||
| paper-planning Guides pre-writing planning for academic papers with 4 structured steps: story design (task-challenge-insight-contribution-advantage), experiment plan SkillInstall · skills CLI | 488 | — | ||
| paper-rebuttal Guides writing effective rebuttals after receiving peer review feedback. Covers review diagnosis (score-driven color-coding), response strategy (champ SkillInstall · skills CLI | 488 | — | ||
| paper-review Guides self-review of YOUR OWN academic paper before submission with adversarial stress-testing. Core method: three passes (adversarial deep read; 5-a SkillInstall · skills CLI | 488 | — | ||
| paper-writing Guides writing academic papers section by section using an 11-step workflow with LaTeX templates and counterintuitive writing tactics. Covers Abstract SkillInstall · skills CLI | 488 | — | ||
| research-ideation End-to-end research ideation pipeline: literature grounding → multi-track idea generation (3 personas: innovator/pragmatist/critic) → iterative refine SkillInstall · skills CLI | 488 | — | ||
| research-survey Generates structured literature survey reports from collected papers using a multi-stage pipeline: outline generation (query-type adaptive) → draft su SkillInstall · skills CLI | 488 | — | ||
| arxiv-paper-writer Write LaTeX ML/AI review articles for arXiv using the IEEEtran template and verified BibTeX citations. Use when writing, planning, or continuing an ar SkillInstall · skills CLI | 487 | — | ||
| latex-rhythm-refiner Post-process LaTeX project prose to improve readability through varied sentence and paragraph lengths. Removes filler phrases and unnecessary transiti SkillInstall · skills CLI | 487 | — | ||
| deep-research-team This skill should be used when the user asks for "deep research", "research team", "comprehensive analysis", "research report", "investigate thoroughl SkillInstall · skills CLI | 464 | — | ||
| literature-research Use when the user wants to find related work, survey a research area, run a literature gap analysis, or discover open-source implementations. Maps exi SkillInstall · skills CLI | 459 | — | ||
| paper-check Check a paper against its code, results and citations before submission (numbers, terms, code vs paper, formulas vs code, BibTeX and cited claims via SkillInstall · skills CLI | 459 | — | ||
| paper-write Write, structure, or revise academic paper sections, keep notation consistent, refine figures and tables, and set up or fix the LaTeX build (TeX distr SkillInstall · skills CLI | 459 | — | ||
| rebuttal Prepare a paper for peer review. Reads the paper and experiment results, selects the strongest ablations, anticipates reviewer questions, finds weakne SkillInstall · skills CLI | 459 | — | ||
| reproduce End-to-end paper reproduction from arxiv URL through smoke runs to replication experiments. Handles missing or partial official code, missing training SkillInstall · skills CLI | 459 | — | ||
| setup 30-second auto-detection tour, then optional configuration of notifications, CLI allowlist, research CLAUDE.md rules, and LaTeX environment. Use when SkillInstall · skills CLI | 459 | — | ||
| deep-research Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, SkillInstall · skills CLI | 454 | — | ||
| nature-academic-search Use 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、BibTe SkillInstall · skills CLI | 388 | — | ||
| benchmark-extractor extract structured benchmark information from academic papers when the input includes multiple pdfs, abstracts, or links and the user needs chinese no SkillInstall · skills CLI | 374 | — | ||
| experiment-log-summarizer summarize machine learning experiment logs in chinese when the input includes training logs, eval results, hyperparameter changes, user notes, or mult SkillInstall · skills CLI | 374 | — | ||
| paper-deep-note produce a chinese deep reading note for a single academic paper when the input is a pdf, arxiv link, title with abstract, or paper excerpts and the us SkillInstall · skills CLI | 374 | — | ||
| paper-feishu-digest monitor recent arxiv papers and produce a chinese digest when the user needs a filtered paper watchlist, a ranked update for agent or rag related topi SkillInstall · skills CLI | 374 | — | ||
| research-gap-finder analyze topic coverage, bottlenecks, controversies, and plausible research gaps when the input includes a research topic, a set of papers, or the user SkillInstall · skills CLI | 374 | — | ||
| review-rebuttal analyze academic reviews and draft a professional rebuttal when the input includes reviewer comments, a meta-review, paper abstract, or user supplied SkillInstall · skills CLI | 374 | — | ||
| survey-writer write a chinese survey draft around a research topic when the input includes a topic, multiple papers, abstracts, links, pdfs, or a user curated relat SkillInstall · skills CLI | 374 | — | ||
| weekly-lab-update turn a week's paper reading, experiment progress, debugging notes, and next-step plans into a chinese weekly report, a chinese group-meeting outline, SkillInstall · skills CLI | 374 | — | ||
| bestpaper-writing Draft or rewrite the title, Abstract, Introduction, Method and Experiments of an ML/CV paper in the style of CVPR/ICCV/NeurIPS best papers, distilled SkillInstall · skills CLI | 369 | — | ||
| claude-paper-study Use this skill when the user wants to read, study, analyze, or deeply understand a research paper (PDF). SkillInstall · skills CLI | 358 | — | ||
| claude-paper-summary Use this for a quick summary of a research paper's core ideas and key points. Use when you want to quickly understand a paper without deep study mater SkillInstall · skills CLI | 358 | — | ||
| claude-paper-webui Start the Claude Paper web viewer to browse and study papers SkillInstall · skills CLI | 358 | — | ||
| study Use this skill when the user wants to read, study, analyze, or deeply understand a research paper (PDF). SkillInstall · skills CLI | 358 | — | ||
| summary Use this for a quick summary of a research paper's core ideas and key points. Use when you want to quickly understand a paper without deep study mater SkillInstall · skills CLI | 358 | — | ||
| webui Start the Claude Paper web viewer to browse and study papers SkillInstall · skills CLI | 358 | — | ||
| hehe-trend-analysis 盒子原创行业研究 Skill 组合中的趋势分析专项。判断行业、技术、需求或商业化变化所处阶段、驱动机制、核心变量、时间关系、经营后果与证伪条件。用于“分析行业趋势或未来走向”“判断技术扩散阶段”“研究供需、需求演变或景气变化”等问题。 由 `hehe-industry-researcher` 派发任 SkillInstall · skills CLI | 327 | — | ||
| hehe-valuation-analysis 盒子原创行业研究 Skill 组合中的估值分析专项。选择适用的可比公司或交易、DCF/FCFF/FCFE、SOTP、资产、股利或里程碑情景方法，建立可复算的企业价值或股权价值区间、调整桥、敏感性和隐含预期。 用户直接要求“给上市或非上市企业估值”“为商业尽调、融资或并购测算价值”“判断交易对价、分部 SkillInstall · skills CLI | 327 | — | ||
| deep-architecture-research Deeply research technical architecture, source code, mechanisms, SDKs, frameworks, project comparisons, and system-design options across repositories, SkillInstall · skills CLI | 320 | — | ||
| neural-mechanism-research Research why neural architectures and training methods work through forward computation, geometry, gradients, optimization dynamics, historical experi SkillInstall · skills CLI | 320 | — | ||
| research-toolkit Use for source-backed long-form research and writing in English or Chinese across fields, including revisions and continuation. Understand requirement SkillInstall · skills CLI | 314 | — | ||
| research-toolkit Complete research methods for in-depth analysis, long-form reports, revisions and updates. SkillInstall · skills CLI | 314 | — | ||
| clarify-research-idea Turn vague or partially formed AI, computer-science, data-driven, and engineering-method research directions into evidence-grounded, falsifiable, pape SkillInstall · skills CLI | 291 | — | ||
| research-explorer Use when the user has a vague research direction and wants to explore feasible specific topics. Outputs a structured analysis with candidate topics, i SkillInstall · skills CLI | 268 | — | ||
| rsk-experiments-figures 依据 Research-Starter-Kit 规划公平实验、分析真实结果并设计论文图表，提供 TG/DTG 只读数据检查与材料表征证据核对。用于主张与证据对齐，不生成虚构数据或替代真实实验。 SkillInstall · skills CLI | 262 | — | ||
| rsk-literature 检索与批判阅读论文，综合证据、核对引用与版本；支持深度调研、系统综述和元分析，以及按用户确认协议进行题摘/全文筛选。用于文献任务，论文章节写作由写作模块承担。 SkillInstall · skills CLI | 262 | — | ||
| rsk-paper-writing 组织论文论证、起草或修改章节、核对学位论文一致性，也可单独自然润色并匹配作者语气。用于学术文字与实质写作；只润色时不启动整套研究流程。 SkillInstall · skills CLI | 262 | — | ||
| rsk-rebuttal 起草逐条、有证据的审稿回复，核对修订稿与实际修改；支持多视角模拟审稿、方法学专项、复审和回复审计。区分只读检查与作者授权的修稿，不编造实验或承诺录用。 SkillInstall · skills CLI | 262 | — | ||
| rsk-research-design 基于 Research-Starter-Kit 的 TPIC 框架帮助选题、比较候选问题、形成可检验的 Idea 与最小验证。用于研究决策、资源约束和创新点论证，不代替实验结果或论文写作。 SkillInstall · skills CLI | 262 | — | ||
| rsk-research-workflow 准备组会、论文汇报、开题与答辩，支持可编辑 PPTX 制作、既有模板改稿、讲稿与问答演练；也用于会议交流、研究记录与 AI 协作。只要提纲或练习时不启动制稿，现行会议与资助规则另行核验。 SkillInstall · skills CLI | 262 | — | ||
| ci-mockup-figure Create paper and proposal figures guided by confirmed visual preferences and efficient use of page space. HTML mockups for systems, dashboards, and ti SkillInstall · skills CLI | 261 | — | ||
| editable-figure Design editable PowerPoint overview figures, especially Figure 1 for papers and proposals, using source material and the author's visual preferences. SkillInstall · skills CLI | 261 | — | ||
| implement-review Review loop for staged changes. Detects content type, prepares a review request for Codex (Terminal-relay manual default or opt-in Auto-terminal codex SkillInstall · skills CLI | 261 | — | ||
| read-literature Find and read published research papers instead of relying on memory, which may be outdated. Use for what studies, trials or meta-analyses show, evide SkillInstall · skills CLI | 259 | — | ||
| apple-buy-advisor Research and compare Apple products to help decide if they're worth buying. Use when the user: (1) asks whether to buy a Mac, iPhone, iPad, Apple Watc SkillInstall · skills CLI | 251 | — | ||
| paper-search-pro Find academic papers across up to 8 sources (OpenAlex, Semantic Scholar, CrossRef, PubMed, arXiv; OpenReview for AI venues; NSSD 国家哲社文献中心 + yiigle 中华医 SkillInstall · skills CLI | 231 | — | ||
| paper-narrative Judge and reshape the STORY a paper's figures tell. Input is the work itself — manuscript (or abstract) + figure deck — no hand-written brief. `derive SkillInstall · skills CLI | 229 | — | ||
| async-learning-teacher Transform saved links, papers, articles, posts, videos, and reference collections into approachable AI teaching artifacts for later study. Use when a SkillInstall · skills CLI | 228 | — | ||
| paper-opportunity-radar Run a cumulative daily or retrospective sweep of research papers on a chosen topic, audit their claims, methods, integrity signals, and independent su SkillInstall · skills CLI | 228 | — | ||
| statya Написание русскоязычной статьи или лонгрида с нуля: бриф, фактура, структура, черновик и самопроверка по методу Людмилы Сарычевой. Use this skill when SkillInstall · skills CLI | 210 | — | ||
| wiki-audit Use when fact-checking a single wiki page against its cited sources — verifies that every footnote actually supports its claim and surfaces uncited fa SkillInstall · skills CLI | 189 | — | ||
| wiki-ingest Use when adding a new source to a wiki — a paper, article, URL, file, transcript, or any document. One ingest may touch 10-15 wiki pages. SkillInstall · skills CLI | 189 | — | ||
| wiki-init Use when bootstrapping a new personal wiki for any knowledge domain — research, codebase documentation, reading notes, competitive analysis, or any lo SkillInstall · skills CLI | 189 | — | ||
| wiki-lint Use when auditing a wiki for health issues — contradictions between pages, orphan pages, broken cross-references, stale claims, missing pages, or cove SkillInstall · skills CLI | 189 | — | ||
| wiki-merge Use when two wiki pages turn out to be the same concept under different slugs (merge), or one page overloads several distinct senses of a term and sho SkillInstall · skills CLI | 189 | — | ||
| wiki-query Use when asking a question against a personal wiki built with wiki-init and wiki-ingest. Do not answer from general knowledge — always read the wiki p SkillInstall · skills CLI | 189 | — | ||
| wiki-update Use when revising existing wiki pages because knowledge has changed, a new piece of information updates or contradicts existing content, or the user w SkillInstall · skills CLI | 189 | — | ||
| 3dgs-experiment-planner Design rigorous experiments for 3DGS research papers. Recommends datasets, baselines, metrics, ablation matrices. Targets CVPR/ICCV/ECCV/SIGGRAPH/TVCG SkillInstall · skills CLI | 184 | — | ||
| 3dgs-method-compare Compare 3D Gaussian Splatting variants across 11 dimensions. Built-in knowledge of 1066 methods across 26 categories. Supports axis-driven fragment lo SkillInstall · skills CLI | 184 | — | ||
| 3dgs-paper-reader Read and summarize 3DGS research papers. Extracts method architecture, innovations, experimental results from arXiv or local PDFs. Structured output w SkillInstall · skills CLI | 184 | — | ||
| paper-preflight Checks every LaTeX reference against Crossref, dblp, arXiv, DataCite, PubMed and OpenAlex. No LLM. MCP serverGitHub-verified authorLocal · PyPI | 182 | MIT | ||
| semantic-scholar-deep Deep research over the Semantic Scholar Graph API. Covers endpoints missing from allenai's lookup skill — paper references (backward citations), recom SkillInstall · skills CLI | 179 | — | ||
| papercash 使用本地 Python CLI 辅助论文检索、摘要级文献整理、DOI 引用格式化、Word 格式检查、查重预检和写作修改。涉及“降AI率”时只提供表达建议；不把检索结果当成全文阅读或正式查重结果。 SkillInstall · skills CLI | 159 | — | ||
| arxiv-paper-report Search arXiv and, when needed, verify external academic sources to update field beliefs and one primary decision through testable propositions, capabi SkillInstall · skills CLI | 155 | — | ||
| cs-research-methodology Conduct a literature review and develop a CS research proposal. Use when asked to review a research area, find gaps in existing work, and propose a no SkillInstall · skills CLI | 153 | — | ||
| icml-reviewer Paper reviewer that evaluates machine learning research projects following official ICML reviewer guidelines. Provides comprehensive reviews with acti SkillInstall · skills CLI | 153 | — | ||
| project-referee Critiques ML conference papers with reviewer-style feedback. Use when users want to anticipate reviewer concerns, identify weaknesses, check claim-evi SkillInstall · skills CLI | 153 | — | ||
| research-note 汇总资料并保留可核验来源，形成研究笔记。 SkillInstall · skills CLI | 153 | — | ||
| academic-research Complete academic research skill suite covering the full pipeline: paper reading (read/explain papers with storytelling), idea generation (brainstorm SkillInstall · skills CLI | 146 | — | ||
| experiment-design 學術研究實驗設計技能——從研究假設到可重現實驗計畫的完整流程。當使用者需要規劃實驗、設計 ablation study、選擇 baseline、確定評估指標，或問「我應該跑哪些實驗」時，一定要使用此技能。觸發詞包括：實驗設計、experiment design、ablation、baseline、跑 SkillInstall · skills CLI | 146 | — | ||
| idea-generation 學術研究的 Idea 產生技能——從發散到收斂，系統化地產出高品質研究構想。當使用者想腦力激盪研究方向、找新 research idea、或問「我接下來可以做什麼研究」時，一定要使用此技能。觸發詞包括：brainstorm、想 idea、研究方向、下一步做什麼、有什麼可以研究的、找 gap、rese SkillInstall · skills CLI | 146 | — | ||
| paper-reading 太奶讀論文 — 一位百歲阿嬤用繁體中文、生活比喻和動漫梗，帶你讀懂學術論文。當使用者提供論文 PDF、arXiv 連結、或貼上論文文字，並想理解論文內容時，一定要使用此技能。觸發詞包括：讀論文、解釋論文、看不懂、幫我理解這篇、這篇在說什麼、paper reading、explain this pap SkillInstall · skills CLI | 146 | — | ||
| paper-review 學術論文審稿技能 — 以結構化四步驟流程完成深度論文審查，涵蓋批判性審查、分數預測、要點精煉與正式審稿產出。當使用者需要 review 一篇論文、模擬 reviewer 反應、評估論文能否被接收、或幫助判斷論文優缺點時，一定要使用此技能。觸發詞包括：review 這篇、幫我審稿、reviewer 會 SkillInstall · skills CLI | 146 | — | ||
| paper-writing 頂級會議論文寫作技能——以嚴格 reviewer 視角指導從草稿到終稿的完整寫作流程。當使用者要寫論文、改善論文草稿、修改特定章節（introduction、method、experiments、conclusion）、潤色學術英文、回應 reviewer 意見，或問「這段怎麼寫」時，一定要使用此技 SkillInstall · skills CLI | 146 | — | ||
| professor-fit-analyzer analyze a professor from google scholar, publication lists, personal websites, lab pages, and field-specific bibliographic databases (e.g., DBLP, PubM SkillInstall · skills CLI | 146 | — | ||
| proof-writer 數學證明撰寫技能 — 從主張提取到 LaTeX 排版的完整證明工作流。當使用者需要撰寫或驗證數學定理、引理、命題的形式證明，或需要推導公式、整理理論分析時，一定要使用此技能。觸發詞包括：數學證明、prove、theorem、lemma、proposition、推導、理論分析、寫 proof、LaTe SkillInstall · skills CLI | 146 | — | ||
| ref-downloader Use when the user asks to batch-download academic PDFs with ref-downloader — either ALL references of one paper (Mode A: DOI or PDF input), OR a custo SkillInstall · skills CLI | 143 | — | ||
| literature-discovery Systematically discover and shortlist academic literature for a research project. Use when building a reading corpus from scratch, expanding an existi SkillInstall · skills CLI | 139 | — | ||
| research-writing Draft and maintain academic papers from verified corpus evidence, manage bibliography, and produce output in any target format. Use when outlining cha SkillInstall · skills CLI | 139 | — | ||
| academic-citation Search, verify, and map citations for CS/AI/ML papers. Produces VERIFIED/UNVERIFIED reference lists with Citation-to-Claim maps and Exemplar Sets. Use SkillInstall · skills CLI | 116 | — | ||
| academic-experiments Audit, run, or verify experimental evidence for CS/AI/ML papers. Produces Evidence Inventory with evidence_type annotations (newly_run/preexisting_art SkillInstall · skills CLI | 116 | — | ||
| academic-figure Create, revise, or audit academic data/result figures for CS/AI/ML papers. Data/result plots default to Python-generated editable SVG with CS/AI/ML-sp SkillInstall · skills CLI | 116 | — | ||
| academic-latex-layout Use when working on academic paper LaTeX layout, figure/table float placement, draft-to-template LaTeX generation, existing .tex project layout repair SkillInstall · skills CLI | 116 | — | ||
| academic-paper-writer Use when writing or revising CS/AI/ML papers from research notes, code repositories, local literature libraries, target venue requirements, or section SkillInstall · skills CLI | 116 | — | ||
| academic-polishing Polish academic prose, de-AI-ify text, control claim strength, or rewrite method sections for CS/AI/ML papers. Executes Prose Quality Gate, Claim Stre SkillInstall · skills CLI | 116 | — | ||
| academic-reviser Self-review, audit, or verify CS/AI/ML paper drafts as a critical peer reviewer. Three-round review (evidence→argument→style) with Verification Status SkillInstall · skills CLI | 116 | — | ||
| academic-venue-research Research target venue requirements and writing style for CS/AI/ML papers. Produces venue-brief.md with submission requirements and detailed writing st SkillInstall · skills CLI | 116 | — | ||
| paper-deep-reader 为单篇学术论文生成来源可追溯、图文交错、零背景可进入且具博士级技术深度的中文或英文解读。默认按“一句话总结、背景与动机、核心方法、实验与结果、贡献与影响、结论”六部分成稿，首次出现即解释关键术语，用最小例子讲通机制，并截图、嵌入、逐一解读所有关键图表；兼容有视觉与纯文本环境。用户提供 PDF、URL SkillInstall · skills CLI | 116 | — | ||
| paper-reading-zh 中文论文深读、总结/TL;DR、工程拆解、按论文实现/复现、比较与证据审计。用户给出论文 PDF、链接、标题、摘要、正文或图表，或明确要读论文时使用。只有论文锚点且无附言时澄清阅读目标；只有阅读意图时问哪篇。已有论文时，“看看这篇”直接深读。不用于仅翻译、解释单个术语、生成 BibTeX、找或下载论 SkillInstall · skills CLI | 111 | — | ||
| niche-research Deep market analysis that downloads an entire industry into your brain. Searches forums, Reddit, industry sites, events, and platforms to uncover pain SkillInstall · skills CLI | 107 | — | ||
| research_assistant Search academic papers, find citations, and explore research using Semantic Scholar. Use when user asks about scientific papers, research, citations, SkillInstall · skills CLI | 107 | — | ||
| job-research Research public company, product-line, business, market, and competitor context for one saved job when the user explicitly requests it. Do not use aut SkillInstall · skills CLI | 105 | — | ||
| ai.smithery/adamamer20-paper-search-mcp-openai Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic… MCP serverBulk publisher · 213 entriesVerified domain · smithery.aiRemoteSign-in needed | 15 | MIT | ||
| com.altmetric.mcp/altmetric-mcp MCP server for Altmetric APIs - track research attention across news, policy, social media, and more MCP serverVerified domain · mcp.altmetric.comLocal · npm | 7 | MIT | ||
| Nexus AI News Deduplicated, classified AI industry news: search, browse, and filter by vertical and event type. MCP serverGitHub-verified authorRemote● LiveFree to try | 2 | MIT | ||
| Amass Linked life-science search: 43M+ papers, 1.2M+ trials, drugs, genes, FDA/EMA approvals, patents. MCP serverVerified domain · amass.techRemoteSign-in needed | 1 | Apache-2.0 | ||
| CiteNexus Search scholarly sources, verify references, and export citations with traceable evidence. MCP serverGitHub-verified authorLocal · PyPI | 1 | MIT | ||
| GospelChannel Church Finder Find a Christian church by worship style, denomination, language, and location. Read-only. MCP serverGitHub-verified authorRemote● LiveFree to try | 1 | MIT | ||
| 2027 連假與訂票指南 2027 連假與訂票指南：2027 連假請假攻略與訂票時程。台灣繁體中文 MCP 工具。 MCP serverVerified domain · penguindriver.comRemote● LiveFree to try | — | — | ||
| 3ndgam3 Read public research communities, attributable agent activity and discussion threads. MCP serverGitHub-verified authorRemote● LiveFree to try | — | — | ||
| AAAS Science Magazine research breakthrough news (scienceorgwatch) AAAS Science research news. $0.01/query. Be born in one call — free testnet funds. MCP serverVerified domain · a2awire.comRemote● LiveAPI key needed | — | — | ||
| AB[500] research and bounties Sourced Art Blocks artist research, holding-duration data, and current agent bounties from AB5D. MCP serverGitHub-verified authorRemote● Live | — | — | ||
| Academic Research Intelligence MCP Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work. MCP serverGitHub-verified authorRemoteDown | — | — | ||
| Academic Research Kernel Deterministic research state, evidence validation and statistical recomputation. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| Academic Research Search Academic research search across PubMed and arXiv MCP serverVerified domain · memoryapi.orgRemote● LiveFree to try | — | — | ||
| AEGIS Academic Integrity Checker Local-first paper integrity checks: hallucinated citations, AI-text, plagiarism, venue guidelines. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| AET Machine Commerce Read-only PAPER market research for autonomous agents; no live trading or alpha claim. MCP serverGitHub-verified authorRemoteDown | — | — | ||
| AgentDiet ArXiv AI/CS Paper Search & Structured Token-Diet Digest Queries ArXiv for AI/CS/math papers and returns structured abstracts, authors, PDF links, and Bib. MCP serverVerified domain · agentdiet.devRemote● LiveFree to try | — | — | ||
| AgentDiet HackerNews & Developer Ecosystem Real-Time Sentiment Pulse Queries live HackerNews discussions, front-page velocity, and developer sentiment on any framewor. MCP serverVerified domain · agentdiet.devRemote● LiveFree to try | — | — | ||
| Agentic Weekly Read-only data on new AI models and tool releases. Each fact has a source URL and a date. MCP serverVerified domain · theagenticweekly.comRemote● LiveFree to try | — | — | ||
| AgentMaru · Korean data and research Korean export estimates, HARPEX updates and official FX/CPI/GDP data with dates and sources. MCP serverVerified domain · agentmaru.comRemote● LiveFree to try | — | — | ||
| AgentMaverick News Free sourced breaking news for agents: markets, crypto, tech, geopolitics, US politics. A2A+RSS too. MCP serverVerified domain · agentmaverick.siRemoteDown | — | — | ||
| AgingResearch.News Search every new aging paper, judged on evidence, plus trials, grants, drug pipelines and news. MCP serverVerified domain · agingresearch.newsRemote● LiveFree to try | — | — | ||
| Aguasto Research Search Aguasto's published research descriptions and canonical references. MCP serverVerified domain · www.aguasto.comRemote● LiveFree to try | — | — | ||
| AI Monk Index Research monk avatars, products and video playbooks with sources and labelled uncertainty. MCP serverGitHub-verified authorRemote● LiveFree to try | — | — | ||
| AI 사주풀이 (Korean Saju) Korean saju (BaZi) chart calculator, daily zodiac fortunes, dream meanings, 2027 New Year fortune MCP serverGitHub-verified authorRemote● Live | — | — | ||
| ai.painspotter/painspotter AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with commercial scores. MCP serverVerified domain · painspotter.aiRemoteDown | — | — | ||
| ai.smithery/IlyaGusev-academia_mcp Search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel… MCP serverBulk publisher · 213 entriesVerified domain · smithery.aiRemoteDown | — | — | ||
| ai.smithery/JunoJunHyun-festival-finder-mcp Discover festivals worldwide by location, date, and genre. Compare options with key details like d… MCP serverBulk publisher · 213 entriesVerified domain · smithery.aiRemoteDown | — | — | ||
| ai.smithery/lineex-pubmed-mcp-smithery Search PubMed with precision using keyword and journal filters and smart sorting. Uncover MeSH ter… MCP serverBulk publisher · 213 entriesVerified domain · smithery.aiRemoteDown | — | — | ||
| ai.smithery/morosss-sdfsdf Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more. Download PDFs whe… MCP serverBulk publisher · 213 entriesVerified domain · smithery.aiRemoteDown | — | — | ||
| ai.smithery/shoumikdc-arxiv-mcp Discover the latest arXiv papers by category and keyword. Control how many results you get to spee… MCP serverBulk publisher · 213 entriesVerified domain · smithery.aiRemoteDown | — | — | ||
| AI/ML Research Papers AI/ML research papers from arXiv, DBLP, and HuggingFace MCP serverVerified domain · memoryapi.orgRemote● LiveFree to try | — | — | ||
| AI4L Library Local Markdown library of the papers an evidence review cites: metadata, abstract and full text MCP serverGitHub-verified authorLocal · npm | — | — | ||
| American Default Research Read-only U.S. household-finance research: economic indicators, county scores, ADI and citations. MCP serverVerified domain · americandefault.orgRemote● LiveFree to try | — | — | ||
| AncestralFire Family history and genealogy in your AI: your tree and FamilySearch, with a source for every fact. MCP serverVerified domain · ancestral-fire.comRemoteSign-in needed | — | — | ||
| Anna's Archive and OpenAlex Find books, papers and dissertations with Anna's Archive and OpenAlex, then download or read them. MCP serverGitHub-verified authorLocal · npm | — | — | ||
| App Store Top Charts, Reviews & App Ideas (by flyingkiwi) Apple App Store top charts by country and category, rank changes, review themes and AI app ideas. MCP serverGitHub-verified authorRemoteSign-in needed | — | — | ||
| Arca Life Sciences Free, no-key search of PubMed, FDA drug and device records and ClinicalTrials.gov, with citations. MCP serverVerified domain · arca.incRemote● LiveFree to try | — | — | ||
| Arch theological review Paid theological review of faith text (arch_review) plus free offline KJV verse lookup (kjv_lookup). MCP serverGitHub-verified authorLocal · MCPB | — | — | ||
| Architecture Researcher Discover architecture, architects, buildings, places and verified architectural photography. MCP serverVerified domain · julienlanoo.comRemote● LiveFree to try | — | — | ||
| arXiv & OpenAlex Academic Search MCP Peer-reviewed scientific paper & arXiv preprint search MCP with citations, abstracts & PDF links. MCP serverGitHub-verified authorRemote● LiveFree to try | — | — | ||
| ArxSource Search, read and analyze arXiv papers, and find their code: LaTeX, citations, alerts. MCP serverGitHub-verified authorLocal · PyPI | — | — | ||
| Ask the Clock (Ctrl Worx Watch List) Live material weakness status and Clock figures for public companies, from their own SEC filings. MCP serverVerified domain · ctrlworx.comRemote● LiveFree to try | — | — | ||
| AskSakina Islamic Knowledge Curated Islamic MCP: Quran (Arabic + Pickthall), 440 du'as, 99 Names, crisis-aware. MCP serverVerified domain · asksakina.comLocal · npm | — | — | ||
| Asksoma : Astrology Horoscope numerology Vedic astrology, Panchang, charts and compatibility for AI assistants. 10 free lifetime calls. MCP serverGitHub-verified authorRemoteSign-in needed | — | — | ||
| AsOf Dated, sourced facts about AI and tech companies: what was true on a day, and what changed since. MCP serverVerified domain · asof.isRemote● LiveFree to try | — | — | ||
| ASOMobile App Store & Google Play ASO data: keywords, app indexing, competitors, top charts, reviews, ASA. MCP serverVerified domain · asomobile.netRemoteSign-in needed | — | — | ||
| Astrodai Vedic Astrology & Ephemeris Engine Vedic astrology and ephemeris engine calibrated to Swiss Ephemeris and Jagannatha Hora. MCP serverGitHub-verified authorRemote● LiveFree to try | — | — | ||
| AstroLogics Vedic astrology calculations: birth chart, dasha, panchang, muhurat, matching, doshas, horoscope. MCP serverVerified domain · astrologics.inRemote | — | — | ||
| Austria Property Austrian property costs, buy-to-let underwriting, income tax and rent caps, cited to the statute MCP serverGitHub-verified authorLocal · npm | — | — | ||
| Awwab Qibla & Quiz Qibla direction from anywhere, with a live compass link, and an Islamic knowledge quiz. By Awwab. MCP serverVerified domain · awwab.appRemote● Live | — | — | ||
| AxenomIA AX-SCI-001 — Scientific Novelty & Evidence Traceable scientific novelty and evidence assessment with source-linked results and a human gate. MCP serverGitHub-verified authorRemote● Live | — | — | ||
| Bankday Business days, holidays and settlement dates for ACH, TARGET2, Bacs, 28 exchanges and 247 countries MCP serverGitHub-verified authorRemoteSign-in needed | — | — | ||
| bari.tours Verified facts on day trips from Bari, Puglia: driving times, trains, sources. CC BY 4.0. MCP serverVerified domain · bari.toursRemote● LiveFree to try | — | — | ||
| BARK Regulatory Research EU banking regulation research, cited to the article, from a versioned knowledge graph. MCP serverVerified domain · barktechnologies.techRemoteSign-in needed | — | — | ||
| Besorah — the Bible in Hebrew, Greek, Aramaic and English The Bible in Hebrew, Greek and Aramaic: grammar search, Strong's, Septuagint, Targum. Free, no key. MCP serverVerified domain · besorah.bibleRemote● LiveFree to try | — | — | ||
| BGPT - Scientific Paper Search Search scientific papers with structured experimental data from full-text studies MCP serverGitHub-verified authorRemoteDown | — | — | ||
| Bible Study the Bible in its original Hebrew and Greek — semantic search, word studies, cross-references, MCP serverGitHub-verified authorRemoteDown | — | — | ||
| Bible Study Study the Bible in its original languages, trace themes across both testaments, and compare five tra MCP serverGitHub-verified authorRemoteDown | — | — |
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