The all-in-one AI plugin for Physicists

Skills for physicists 15

• claude scientific skillsBase layer for scientific analysis, for example a quick sanity check on a spectrum or fit before a full study.
• literature review assistantRuns the full review loop, so a search on dark matter detectors returns formatted citations, a synthesis, and named gaps.
• agency litreviewBuilds a PICO search plan and a Word research guide, for example scoping the literature on perovskite solar cell stability.
• statistical analysis workflow assistantCleans data and runs tests, models, and time series, like comparing two measurement batches with a t-test and error bars.
• research paper summarizerSummarizes a paper and extracts findings, for example pulling key results and limits from a condensed matter preprint.
• exploratory data analysisOpens a scientific data file in almost any format and reports structure, quality issues, and next steps.

Plus a start-here assistant, the prompt library and the app builder, and for members the daily brief.

Ready-made prompts 27

• Literature And Concepts3 prompts, like Summarize a Research Paper
• Math And Derivations3 prompts, like Check A Derivation Step By Step
• Coding And Simulations3 prompts, like Draft Simulation Code In Python
• Experimental Design4 prompts, like Draft Experimental Protocol
• Data Analysis And Statistics3 prompts, like Choose A Statistical Model
• Papers And Referee Replies5 prompts, like Abstract Writing Assistance
• Talks And Collaboration3 prompts, like Outline A Conference Talk

Apps you can build with AI 7

• Reviewed research evidence and writing workspaceKeeps every claim in your paper tied to a source, so a referee can trace each number back to the data. Demo included.
• Source-linked research writing and review workbenchCuts revision cycles on long manuscripts while keeping your wording and source accuracy intact through review rounds. Demo included.
• Reviewed research evidence and writing workspaceReduces tool switching and reference errors, so a lab report moves from notes to cited draft in one place. Demo included.
• Evidence-backed research and reporting workspaceShortens the path from research question to a cited, reviewable report you own end to end. Demo included.
• Source-linked document analysis and Q&A consoleAnswers questions across a stack of papers with every answer linked to the exact passage it came from. Demo included.
• Scientific figure studioTurns your supplied numerical results into clear figures, so plots stay traceable to the data behind them. Demo included.
• Research watchlist change briefing serviceTracks new papers in your subfield and briefs you on what changed, with a record you can cite. Demo included.

AI agents 12

In the download. An agent runs a whole recurring task for you, step by step, and asks you before anything important. Ask your AI: "Run the Research Data Intake Validation Agent". Each one also has a guided set-up with sample data on its page.

• Research Data Intake Validation AgentA validated, reproducible working dataset with raw data untouched.
• Scientific Unit Consistency AgentAn analysis working copy in which every calculation uses consistent, documented units.
• Research Figure Reproduction AgentA reproducible figure bundle whose values and labels match the analysis.
• Research Replication Discrepancy AgentAn evidence-based explanation for a replication discrepancy, or a documented open question.
• Research Review Response Evidence AgentA reviewer response where every claim points to a real change.
• Fellowship and Funding Calendar AgentGive the person a current, eligible list of funding opportunities with a dated task plan for each application.
• Analysis Plan Deviation Tracker AgentProduce a complete deviation log that matches the analysis actually run to the plan written.
• Lab Meeting Action Follow-up AgentMake sure every action item from a meeting has an owner, a date and a recorded outcome.
• Fit Convergence and Uncertainty AgentReturn fit results whose convergence and uncertainties have been checked and documented.
• Systematic Uncertainty Budget AgentProduce an uncertainty budget in which every source is evaluated, none is double counted, and the total checks against a combined variation.
• Beamtime Preparation AgentMake sure every item needed for the run is ready before the team leaves.
• Monte Carlo Validation AgentReach documented agreement between simulation and control data, or report the remaining gap.

Connections (MCP servers) 12

A guide in the download. A connection lets your AI work in an app you already use. You add only the ones you use: ask your AI "Which apps can you connect to?" and follow the steps on each connection's page.

• Scholar MCP serverYour AI can search academic papers, read them, map citations, and save them into a personal library.
• arXiv MCP serverLets your AI search arXiv for research papers and pull up their details and full text. No install needed.
• Google Scholar MCP serverLets your AI search Google Scholar and pull ready-made citations for papers you find. No install needed.
• Research Hub MCP serverLets your AI search for papers, save them to Zotero, and write notes into your Obsidian vault for you.
• Paperboy MCP serverFind research papers, queue them in Zotero, and send the PDFs to your Kindle or Kobo.
• Semantic Scholar MCP serverSearch 200M+ academic papers, follow citations, and get author details right inside your AI chat.
• Annota MCP serverLet your AI read your Zotero papers, highlight key findings, explain formulas, and save reading notes back to your library.
• Mendeley MCP serverLets your AI search your Mendeley library, read your papers, and organize your folders for you.
• Zotero MCP server (Zoteus)Lets your AI search your Zotero library, pull PDF passages with page numbers, and format citations. No install needed.
• Zotero MCP serverLet your AI search, read, and update your own Zotero library on your computer, even offline.
• MATLAB MCP serverLet your AI write and run MATLAB code, make interactive plots, and run long jobs for you.
• arXiv LaTeX MCP serverLet your AI read the original LaTeX of arXiv papers so it can handle equations and math correctly.

Your Grok Bot team 12

• Academic ResearcherSearches scholarly databases, analyzes papers, and writes structured findings to a markdown file.
• Research SynthesizerMerges findings from multiple researchers into a structured, sourced analysis.
• Research AnalystConducts comprehensive multi-source research and synthesizes findings into actionable reports with trend analysis.
• Academic Research SynthesizerSynthesizes peer-reviewed research into cited literature reviews with confidence levels.
• Senior Data ScientistDesign experiments, build predictive models, and perform causal analysis from your data.
• Research GrantsWrites competitive research proposals for NSF, NIH, DOE, and DARPA with agency-specific formatting and review criteria.
• Academic Cv BuilderFormats CVs for academic positions including publications, grants, teaching, and research experience.
• Peer ReviewSystematically evaluate scientific manuscripts and grant proposals for rigor, reproducibility, and reporting standards.
• Paper 2 WebConverts academic papers into interactive websites, presentation videos, and conference posters.
• Claude Scientific TemplatesScientific research and analysis assistant for literature review and data interpretation.
• PapersSearch academic papers, inspect citations, download arXiv PDFs, and extract text.
• Simulation and Modeling Research AssistantSimulation and modeling assistant for research scientists to optimize, validate, and analyze models.