Query gene, sequence, and variant data via the Ensembl REST API
VS-Enhanced Literature Review Strategist - Comprehensive support for multiple review methodologies Full VS 5-Phase process: Prevents Mode Collapse and presents creative search…
Sync Zotero references and annotations to Notion databases
Learn causal inference with Python using the Brave and True handbook
Write Tsinghua University theses using the ThuThesis LaTeX template
Statistical hypothesis testing, power analysis, and significance reporting
Access nucleotide sequence data from the European Nucleotide Archive
Clean, recode, and prepare survey response data for analysis
Computational physics methods, simulations, and research tools
Build and deploy reproducible production ML pipelines for research
Analyze algorithm complexity and computational efficiency for research
Diagnose missing data patterns and apply appropriate imputation strategies
Research Guardian - Ethics Advisory & Bias Detection across all research stages Enhanced VS 3-Phase process: Surface-level screening, deep contextual analysis, constructive…
Conduct qualitative meta-synthesis and evidence synthesis methods
Computational drug-target interaction prediction and virtual screening
Guide to creating academic presentations with LaTeX Beamer
Access harmonized census and survey microdata via the IPUMS API
Track and compare research experiments with Aim experiment tracker
Prepare and justify research grant budgets across funding agencies
Questionnaire and survey design with Likert scales and coding
Guide to JSON Crack for visualizing complex JSON data structures
GIS analysis and remote sensing workflows for geospatial research applications
Perform science mapping and bibliometric analysis with R bibliometrix
Open pipeline for generating deep research trajectories with LLMs
Psychological research methods, experimental design, and analysis
Guide to altmetrics and research impact beyond traditional citations
Design and implementation of comprehensive simulation studies
Create graphical abstracts, schematic diagrams, and scientific illustrations
Apply Mann-Whitney, Kruskal-Wallis, and other nonparametric methods
Mine open access full-text repositories for research data extraction
Archive and retrieve source code history via Software Heritage API
Manage references with BibLaTeX, natbib, and LaTeX bibliography styles
Global biodiversity data API for species occurrences and datasets
Split and read long documents chapter-by-chapter for structured analysis
Navigate NSF grant applications, program selection, and strategies
Citizen science platform API for biodiversity observations
Access Open Science Framework for preregistrations, preprints, and data
Access UK laws and statutory instruments via the Legislation.gov.uk API
Craft effective point-by-point reviewer response letters
Search NSF awards and grants with free public API, no auth required
NLP analysis with perplexity scoring, burstiness, and entropy metrics
Annotated deep learning paper implementations with code walkthroughs
Access genomes, genes, and taxonomy data via NCBI Datasets v2 API
Agent D4 - Measurement Instrument Developer - Scale construction and psychometric validation. Covers item development, validity evidence, and reliability testing for social…
Access 4M+ economics working papers and articles via RePEc API
Expert panel data regression analysis with fixed effects and GMM
APA, MLA, Chicago citation format guide with CSL configuration
Download and parse LaTeX source files from arXiv preprints
Ant Group knowledge graph engine with SPG and KAG framework
Paper Retrieval Agent - Multi-database paper fetching from Semantic Scholar, OpenAlex, arXiv Handles rate limiting, deduplication, and PDF URL extraction Use when: fetching…
STATA code patterns for empirical accounting and finance research
Deposit and discover research datasets via Harvard Dataverse API
Create flowcharts, sequence diagrams, and architecture diagrams with Mermaid
Apply linear algebra concepts to research computing and data analysis
Search PubChem for chemical compounds, structures, and bioassay data
Build transformer fine-tuning plans for classification and generation
Set up LaTeX templates for PhD and Master's thesis documents
Query Wikidata SPARQL for scholarly metadata, authors, and entities
Identify and link research organizations via the ROR registry API
VS-Enhanced Journal Matcher with Journal Intelligence MCP — Real-time journal data pipeline with checkpoint-based human decisions. Uses OpenAlex + Crossref APIs for live metrics.