MCP App StoreMCP App StoreCreates a comprehensive snapshot of a research corpus. It computes key dimensions (node/edge counts), graph topology (density, hubs), and quality distributions (GRADE breakdown), and compares them against previous snapshots to track progress.
Use when you need to 'take a corpus snapshot', 'generate a research report', or perform gap analysis on a collection of academic or technical documents.
aiwg CLI for automated computation of metrics.Designed for AI-augmented software development and research frameworks, compatible with Claude Code, Codex, and other advanced agentic coding tools.
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Corpus Export
Package selected subsets of a research corpus into portable archives (tar.gz/zip) including PDFs, analysis, citations and BibTeX with manifest and provenance.
Corpus Export
Export selected subsets of a research corpus into portable archives (tar.gz or zip) including PDFs, analysis, citations, and BibTeX for sharing or reproducibili
Prefill Cards
Auto-populate SDLC artifact metadata (author, project, date, status) across project templates using a team profile.
SDLC Flow Gate Check
Orchestrate automated SDLC gate validations with specialist subagents and synthesize a clear pass/fail report.
AIWG Steward
Provides provider capability awareness and intelligent command routing for AI-augmented development platforms.
AIWG Plugin Packager
Bundle, validate, and publish AIWG marketplace delivery wrappers into distributable archives.
arxiv2md
Convert arXiv papers into clean, LLM-ready Markdown via a REST API or CLI for fast reading, summarization, and downstream processing.
Minimal Run & Audit (repro reporting)
Execute a README-first smoke test and produce standardized reproducibility outputs (`repro_outputs/`) and PATCHES.md — trusted reporting for repo reproduction r
Plotly (Interactive Python Visualizations)
Interactive Python visualization skill for building hoverable, zoomable, and embeddable charts (Plotly Express + Graph Objects) for EDA, dashboards, and present
Scite Database (Smart Citations)
Query Scite.ai Smart Citations by DOI to report supporting, contrasting, and mentioning citation counts and help assess a paper's reliability.
Writing Implementation Plans
Generate detailed, engineer-ready implementation plans from design docs: file paths, step-by-step tasks, tests, and verification instructions.
Audit Agents/Skills/Commands
Run a quantitative quality audit on agents, skills, and commands to check production readiness and get prioritized recommendations.
NotebookLM Research Agent
End-to-end research-to-content pipeline: ingest sources into Google NotebookLM, run deep cited research, generate downloadable artifacts, and produce polished c
AI News Daily
Generate a structured, bilingual daily briefing of the latest AI industry news, model updates, papers, and open-source tools with in-depth technical analysis an