scientific-research-helper

About data-analytics MCP servers and Claude skills

data-analytics MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.

scientific-research-helper is one of hundreds of data-analytics entries indexed on Skiln. Browse the full data-analytics category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.

Related data-analytics MCPs and skills

• Citation Receipts by roomi-fields

  Systematic per-citation verification protocol for academic writing. MUST be used whenever writing content that cites sources — papers, blog posts, SOTAs, or any document making factual claims about external work. Triggers (FR + EN) on any writing task involving references, citations, or bibliographic claims, or when the user asks to "verify citations", "check sources", "audit references", "validate bibliography", "produce receipts", "/paper-trail:audit-article", "/paper-trail:receipts". Produ...

• Paper Writer by roomi-fields

  Write academic papers (IMRaD structure) for conferences and journals, with mandatory anti-hallucination citation verification. Triggers (FR + EN) : "écris un paper", "article pour conférence", "rédige pour la conférence", "structure IMRaD", "soumission paper", "write a paper on", "academic article", "/paper-trail:new-paper". Builds on existing SOTAs in the registry — does NOT invent references. Every citation passes through citation-receipts validation before being accepted in the final draft.

• Pdf Cascade by roomi-fields

  Acquire PDFs for bibliographic references via a strict 10-source cascade (Crossref OA → arXiv → OpenAlex → Unpaywall → HAL → CORE → archive.org → WebSearch queue; optionally Sci-Hub + Anna's Archive in opt-in mode). Each acquired PDF is validated against expected author/title/year (page 1 anti-homonymy) before being accepted. Trigger this skill whenever the user wants to download a PDF for a reference, fill a cascade, retry an acquisition, or push a `candidate`/`uid_resolved` ref forward in t...

• Registry Doctor by roomi-fields

  Audit the bibliography registry for consistency via 19 mechanical invariants (I1-I19) covering state validity, slug uniqueness, UID format, PDF path normalization, file presence on disk, sha256 integrity, page-1 validation log coherence, state history monotonicity, attempt numbering, blocked-reason presence, citation reciprocity with SOTAs, PDF duplicates, terminal state escapes, RTFM OCR overdue. Trigger this skill whenever the user wants to audit the registry, fix obvious drift, check invar...

• Sota Writer by roomi-fields

  Write structured State-of-the-Art (SOTA) reviews / literature reviews for academic research projects with **zero hallucinated citations**. Activate this skill whenever the user wants to write, update, or expand a SOTA. Triggers (FR + EN) : "écris un SOTA", "état de l'art sur", "revue de littérature", "mise à jour SOTA", "survey sur", "nouveau SOTA", "write a SOTA on", "literature review on", "state-of-the-art review", "/paper-trail:new-sota". **MANDATORY** : this skill enforces an INVERTED wo...

• Audit Schema by melodic-software

  Audit content schema for best practices, consistency, and potential issues. Checks naming, relationships, and field usage.

• Create Adr by melodic-software

  Create a new Architecture Decision Record. Use when documenting significant technical decisions with context, options, and rationale.

• Research Summarizer by LeoYeAI

  Structured research summarization agent skill for non-dev users. Handles academic papers, web articles, reports, and documentation. Extracts key findings, generates comparative analyses, and produces properly formatted citations. Use when: user wants to summarize a research paper, compare multiple sources, extract citations from documents, or create structured research briefs. Plugin for Claude Code, Codex, Gemini CLI, and OpenClaw.

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