The all-in-one AI plugin for Chemists

Skills for chemists 17

• experiment planning assistantBuilds a full experiment plan with protocol steps, equipment, timeline, budget, and risk. Example: planning a 3-week scale-up run.
• lab data analysis assistantCleans and interprets lab data with trends, QC charts, and method comparisons. Example: finding drift across 200 titration runs.
• laboratory protocol optimizerTightens existing protocols with troubleshooting, cost and equipment comparison, and SOP updates. Example: cutting a 6-hour extraction to 3.
• chemical safety documentation assistantWrites SDS records, inventories, PPE matrices, and spill protocols. Example: a storage compatibility table for your solvent cabinet.
• pubchem databasePulls compound properties, CIDs, synonyms, and bioactivity from PubChem. Example: checking solubility and CAS numbers before an assay.
• literature reviewRuns a systematic review across PubMed and arXiv with thematic synthesis and citations. Example: mapping catalyst studies from 2020 to 2025.

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

Ready-made prompts 25

• Solutions and Calculations3 prompts, like Calculate Molarity and Dilution Volumes
• Experiment Planning and Protocols4 prompts, like Draft Experimental Protocol
• Safety and Compliance3 prompts, like Draft a Procedure Safety Summary
• Data and Results3 prompts, like Summarize Experimental Results
• Scientific Literature Review3 prompts, like Summarize a Research Paper
• Documentation and Communication3 prompts, like Clean Up A Lab Notebook Entry
• Troubleshooting and Optimization3 prompts, like Troubleshoot a Failed Reaction

Apps you can build with AI 6

• Reviewed research evidence and writing workspaceKeep every claim traceable to a source while cutting search, extraction, and citation work. Demo included.
• Reviewed research evidence and writing workspaceCut tool switching and reference errors while you keep judgment over what the evidence means. Demo included.
• Searchable research library and data stewardship consoleStop re-finding and re-reading saved papers; keep source provenance and review state attached. Demo included.
• Research reading and source stewardship consoleReduce repeated reading and citation rework while keeping every source traceable. Demo included.
• Source-linked research writing and review workbenchCut document revision cycles while preserving source accuracy and your original meaning. Demo included.
• Methods transfer question generatorSee what a paper does not specify before you attempt replication in your lab. 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 Lab Inventory Experiment Readiness Agent". Each one also has a guided set-up with sample data on its page.

• Lab Inventory Experiment Readiness AgentEvery experiment starts with valid materials and bookings ready.
• Scientific Unit Consistency AgentAn analysis working copy in which every calculation uses consistent, documented units.
• Research Equipment Booking Constraint AgentFeasible facility schedules that include every prerequisite.
• Out-of-Specification Investigation AgentComplete a documented, ordered laboratory investigation of an OOS result and decide whether a retest is allowed.
• Process Parameter Window Study AgentDefine an operating window that the data actually support, with extra runs where it is thin.
• Cleaning Validation Review AgentShow that every cleaning result meets its acceptance limit or has a documented corrective action.
• Raw Material Variability Study AgentIdentify which raw material attributes drive process outcomes and propose tighter specifications backed by data.
• Plate Layout Design and Check AgentA plate layout that passes every assay rule check and can be loaded onto the plate without manual rework.
• Screening Hit Triage AgentA ranked follow-up list with artifacts removed and borderline hits resolved by retest.
• Grant Aim Progress Check AgentEvery funded aim has recent evidence of progress, and gaps become concrete experiments before a report is due.
• Supplier Change Notice Impact AgentEvery supplier change is assessed, tested and approved or rejected before the new material enters production.
• Sugar Reduction Reformulation AgentA reduced sugar formula that meets sweetness, texture, cost and claim targets after a few trials.

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.

• Molecules MCP serverYour AI can compute molar masses, isotope patterns and look up compounds using trusted NIST chemistry data.
• Mendeley MCP serverLets your AI search your Mendeley library, read your papers, and organize your folders for you.
• Scholar MCP serverYour AI can search academic papers, read them, map citations, and save them into a personal library.
• PyMOL MCP serverLet your AI load molecules, render pictures, and analyze water cages and hydrogen bonds for you.
• arXiv MCP serverLets your AI search arXiv for research papers and pull up their details and full text. No install needed.
• GNU Units MCP serverLets your AI convert between thousands of units and check unit math, all offline.
• Wolfram Alpha MCP serverLets your AI look up facts, do math, and answer science and data questions through Wolfram Alpha.
• Semantic Scholar MCP serverSearch 200M+ academic papers, follow citations, and get author details right inside your AI chat.
• 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.
• Zotero MCP server (Zoteus)Lets your AI search your Zotero library, pull PDF passages with page numbers, and format citations. No install needed.
• Annota MCP serverLet your AI read your Zotero papers, highlight key findings, explain formulas, and save reading notes back to your library.

Your Grok Bot team 12

• Pubchem DatabaseQuery PubChem for chemical compounds, properties, similarity, substructure, and bioactivity data.
• Literature ReviewConducts systematic literature reviews across scientific databases and produces formatted documents.
• Hypothesis GenerationGenerates testable hypotheses from observations, designs experiments, and produces a structured LaTeX report.
• Statistical AnalysisRuns statistical tests and reports results in APA format for academic research.
• Exploratory Data AnalysisAnalyze scientific data files across 200+ formats and generate markdown reports. No file? No action. Never repeat an analysis on the same file. Draft
• Claude Scientific TemplatesScientific research and analysis assistant for literature review and data interpretation.
• Protocolsio IntegrationManage scientific protocols on protocols.io via API: search, create, update, publish, and organize. No hype, no emoji, no 'leverage'/'empower'/'seamle
• PylabrobotControls lab robots and equipment from Python scripts.
• Drugbank DatabaseQuery and analyze DrugBank data for drug properties, interactions, targets, and chemical structures.
• Scientific Critical ThinkingEvaluates scientific research rigor, methodology, and evidence quality for critical analysis.
• Academic Research SynthesizerSynthesizes peer-reviewed research into cited literature reviews with confidence levels.
• Deep ResearchPlans, searches, reads, and synthesizes cited research reports on any topic.