All-in-One AI Plugin for Laboratory Managers

Skills for laboratory managers 17

• laboratory inventory managerBuilds reorder lists, expiry reports and stock audits, for example flagging 12 reagents expiring within 60 days.
• laboratory quality control assistantAnalyzes QC data and drafts SOPs, non-conformance reports and CAPA plans, for example investigating a control chart shift.
• laboratory equipment maintenance schedulerCreates equipment inventories and recurring maintenance calendars, for example a quarterly PM schedule for six centrifuges.
• laboratory protocol optimizerImproves protocols with troubleshooting steps and cost comparisons, for example cutting a digestion step from 4 hours to 2.
• health safety compliance assistantRuns inspections, risk assessments and incident investigations, for example a chemical spill report with corrective actions.
• experiment planning assistantPlans experiments end to end with timelines and budgets, for example a 6-week validation study with staffing needs.

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

Ready-made prompts 298

• Inventory Management19 prompts, like Set Up Inventory Level Tracking
• Health and Safety Compliance18 prompts, like Chemical Inventory Management System
• Data Analysis and Interpretation22 prompts, like Data Cleaning and Quality Assurance
• Equipment Maintenance Scheduling22 prompts, like Analyze Equipment Downtime Data
• Research Paper Summarization20 prompts, like Automated Paper Summarization System
• Training and Onboarding Assistance19 prompts, like Build Feedback Tools
• Grant and Report Writing14 prompts, like Research Funding Opportunities

Apps you can build with AI 3

• Research document searchBuild a searchable internal research library with project-aware permissions and document provenance, so audits trace every source. Demo included.
• Protocol documentation assistantCheck protocol completeness and keep version history without inventing parameters, so technicians always work from the approved version. Demo included.
• Team project coordination and communication workbenchKeep project decisions, tasks and updates in one owned workspace, so coordination overhead drops and nothing gets lost. 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.
• Research Equipment Booking Constraint AgentFeasible facility schedules that include every prerequisite.
• SOP Training Record AgentMake sure everyone who performs a task has documented training on the current SOP version.
• Characterization Queue AgentKeep shared instruments busy with ready samples in the order that best serves deadlines.
• Animal Protocol Compliance AgentKeep animal use within approved limits and spot the need for an amendment early.
• Beamtime Preparation AgentMake sure every item needed for the run is ready before the team leaves.
• Test Campaign Schedule and Facility Booking AgentA conflict-free schedule that covers the test matrix and fits facility, article and crew availability.
• Seed Lot and Sample Inventory Reconciliation AgentInventory records that match physical stock and cover every planned experiment before it starts.
• Freezer Excursion Impact AgentAfter any excursion, the affected samples are identified, assessed and decided on within a day.
• Environmental Swab Trend AgentPatterns in environmental results are found and resolved early, not after a product positive.
• Lab Waste Disposal Compliance AgentKeep all waste containers within time, volume and labeling limits and record every pickup.
• Lab Quality Control Trend Review AgentCatch QC drift before it affects patient results.

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.

• Pinecone Assistant MCP serverLet your AI search your Pinecone Assistant knowledge base and bring back answers with sources. Official.
• Ragie MCP serverLet your AI search your Ragie knowledge base and pull back the right passages when you ask a question.
• Grounding MCP serverSearch your own PDFs, EPUBs and Word files locally and get answers with page and section citations.
• Local RAG MCP serverSearch your own PDF, Word, text and Markdown files from your AI chat, all on your own computer.
• AKB MCP serverLet your AI read, search and update a shared team knowledge base stored in one place. No install needed.
• BaseMouse MCP serverLet your AI search your team's notes and save new ones, with sources and full history. No install needed.
• Ossian document search and memory serverLet your AI answer questions from your team's own documents with real sources, and keep notes across chats.
• Decompose MCP serverYour AI can break any text into labelled pieces and show which parts are rules, risks, or just background.
• GNU Units MCP serverLets your AI convert between thousands of units and check unit math, all offline.
• Haypile document search MCP serverLets your AI search your own PDFs, Word files and notes by meaning, with file and page citations.
• Medical Terminologies MCP serverLook up real medical codes and terms from ICD-11, LOINC, RxNorm, MeSH, ATC and Brazil's CID-10 right inside your AI chat. No install needed.
• Infino MCP serverLets your AI search your own files and data by meaning, exact words, or SQL. Official.

Your Grok Bot team 12

• Quality Manager QmrOversees quality system governance and regulatory compliance for HealthTech and MedTech companies.
• Quality Documentation ManagerManages document control, change control, and regulatory documentation compliance for medical device organizations.
• Quality NonconformanceManage non-conformance lifecycle, root cause analysis, and CAPA in regulated manufacturing.
• Regulatory Affairs HeadManages regulatory strategy and submissions for HealthTech and MedTech devices.
• Quality Manager Qms Iso13485Helps you implement and maintain an ISO 13485 QMS for medical devices.
• Compliance SpecialistAssesses compliance gaps and prepares audit evidence for regulatory frameworks.
• Safety Stock ReviewSizes or audits safety stock using the z*sigma*sqrt(LT) formula with empirical stress tests per variability class.
• Inventory Demand PlanningForecast demand, set safety stock, and plan replenishment for multi-location retail.
• Benchling IntegrationAutomates Benchling lab data management via API for registry, inventory, and ELN operations. No hype, no emoji, no 'leverage'/'empower'/'seamless'.
• 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.
• Observability Monitoring Slo ImplementImplement SLO frameworks and error budgets for service reliability.