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Research

Scientific computing and academic tools.

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computational-chemistry
124

toxicity-structure-alert

Analyze data with `toxicity-structure-alert` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

aipoch
aipoch
research
open
computational-chemistry
124

smiles-de-salter

Analyze data with `smiles-de-salter` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

aipoch
aipoch
research
open
computational-chemistry
124

rowan

Cloud-based quantum chemistry platform providing a Python API. Preferred for computational chemistry workflows including pKa prediction, geometry optimization, conformational search, molecular property calculations, protein-ligand docking (AutoDock Vina), and AI protein cofolding (Chai-1, Boltz-1/2). Suitable for tasks involving quantum chemistry calculations, molecular property prediction, DFT or semi-empirical methods, neural network potentials (AIMNet2), protein-ligand binding prediction, or automated computational chemistry pipelines. Provides cloud computing resources without local installation.

aipoch
aipoch
research
open
computational-chemistry
124

rct-bias-assessment-rob2

Automates Risk of Bias 2 (ROB2) assessment for RCT papers by analyzing text against specific domains and synthesizing a report. Use when you need to assess the quality of a clinical trial paper or evaluate risk of bias.

aipoch
aipoch
research
open
computational-chemistry
124

preclinical-pkpd-analyst

Use preclinical pkpd analyst for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

aipoch
aipoch
research
open
computational-chemistry
124

outcome-extraction-for-clinical-trials

Clinical research outcome extraction for meta-analysis. Use when users need to extract outcome measures (binary, continuous, or survival data) from clinical research papers for systematic review and meta-analysis. Handles both database lookup by PMID and real-time LLM extraction.

aipoch
aipoch
research
open
computational-chemistry
124

lipinski-rule-filter

Filter compound libraries based on Lipinski's Rule of Five for drug-likeness.

aipoch
aipoch
research
open
computational-chemistry
124

imaging-data-commons

Use idc-index to query and download public cancer imaging data from NCI Imaging Data Commons. Used to access large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. No authentication required. Supports metadata querying, in-browser visualization, and license checking.

aipoch
aipoch
research
open
computational-chemistry
124

histolab

Lightweight Whole Slide Image (WSI) tiling and preprocessing for digital pathology; use when you need fast tissue detection and tile extraction to prepare datasets or run quick tile-based analysis.

aipoch
aipoch
research
open
computational-chemistry
124

diagnostic-study-quality-assessment-quadas-2

Analyzes clinical diagnostic accuracy studies for bias using the QUADAS-2 tool. Use when Claude needs to assess the quality, risk of bias, or applicability of diagnostic accuracy studies (e.g., "Assess this paper using QUADAS-2").

aipoch
aipoch
research
open
computational-chemistry
124

cobrapy

Constraint-based reconstruction and analysis (COBRA) for metabolic models; use when you need to simulate growth/production, analyze flux ranges, or run knockout and medium studies from SBML/JSON/YAML models.

aipoch
aipoch
research
open
computational-chemistry
124

crispr-screen-analyzer

Process CRISPR screening data to identify essential genes and hit candidates. Performs quality control, statistical analysis (RRA), and hit calling for pooled CRISPR screens including viability screens and drug resistance/sensitivity studies.

aipoch
aipoch
research
open
computational-chemistry
124

bioservices

Unified Python access to 40+ bioinformatics web services; use when you need to query multiple databases (e.g., UniProt/KEGG/ChEMBL/Reactome) with one consistent API in a single workflow, especially for cross-database analysis and identifier mapping.

aipoch
aipoch
research
open
computational-chemistry
124

adme-property-predictor

Analyze data with `adme-property-predictor` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

aipoch
aipoch
research
open
computational-chemistry
124

3d-molecule-ray-tracer

Generate photorealistic rendering scripts for PyMOL and UCSF ChimeraX.

aipoch
aipoch
research
open
lab-tools
124

cw-beacon

Control the CW (Morse code) beacon on the Raspberry Pi test instrument. Uses GPCLK hardware clock generator on GPIO 5/6 to produce a square-wave RF carrier in the 80m band (~3.5-4.0 MHz), keyed with Morse code at configurable WPM. Use for direction finder testing, RF beacon generation, or Morse transmission. Triggers on "CW beacon", "Morse beacon", "direction finder", "80m signal", "GPCLK", "RF carrier".

SensorsIot
SensorsIot
research
open
lab-tools
124

protocol-standardization

Standardize fragmented experimental steps into reproducible protocol documents when you need method organization, lab SOP drafting, or cross-operator reproducibility; missing parameters must be explicitly marked as "To be supplemented/Not provided".

aipoch
aipoch
research
open
lab-tools
124

arrive-guideline-architect

Generate ARRIVE 2.0 compliant animal research protocols with structured experimental design, sample size calculations, and reporting checklists. Ensures transparency, reproducibility, and ethical compliance in in vivo studies.

aipoch
aipoch
research
open
lab-tools
124

waste-disposal-guide

Guide for disposing specific chemical wastes into the correct colored waste containers, with safety precautions and regulatory compliance notes.

aipoch
aipoch
research
open
lab-tools
124

microscopy-scale-bar-adder

Add accurate, publication-ready scale bars to microscopy images given pixel-to-unit calibration data.

aipoch
aipoch
research
open
lab-tools
124

medical-unit-converter

Convert medical laboratory values between units (mg/dL to mmol/L, etc.) with formula transparency and clinical reference ranges. Supports glucose, cholesterol, creatinine, and hemoglobin conversions.

aipoch
aipoch
research
open
lab-tools
124

lab-result-interpretation

A medical assistant tool that transforms complex biochemical laboratory test results into clear, patient-friendly explanations with safety disclaimers and severity flags.

aipoch
aipoch
research
open
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