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Research & Science · Model Context Protocol
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with citations. | JetBrains/ | 366 | 5 repos | ~877 | Automated safety check: Pass | MIT | 3 mo ago |
| 98 | Audit a bounded mathematical slice for missing or unusable Jacobian capabilities, beyond a single-operation review. | morluto/ | 220 | — | ~1.5k | Automated safety check: Pass | MIT | 6 days ago |
| 99 | Find the exact pages AI assistants cite when answering questions in your category, and identify which ones you can get into. | irinabuht12-oss/ | 4.1k | — | ~601 | Automated safety check: Pass | No licence | 17 days ago |
| 100 | File a bug or feature request against this MCP server's own repo. | cyanheads/ | 158 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 101 | Search Google, Bing, Google News and Google Scholar, and read public pages, with the Serply MCP server. | sickn33/ | 47k | 1 repo | ~1.5k | Automated safety check: Pass | MIT | 2 days ago |
| 102 | 102.Papers Skill Skill for academic research workflows: search Semantic Scholar (200M+ papers), inspect citations, download arXiv PDFs, and extract PDF text. | sickn33/ | 47k | 1 repo | ~2.1k | Automated safety check: Pass | MIT | 2 days ago |
| 103 | Multi-source literature search, citation verification, strict independent other-citation audits, article-level citation metric tables, influential citer profiling with citation-context extraction… | Tai609/ | 100 | — | ~1.2k | Automated safety check: Pass | Unknown | 1 mo ago |
| 104 | 验证经济金融研究想法的新颖性。在JF、JFE、RFS、JME等顶刊及arXiv中搜索近三年文献，输出结构化新颖性报告和定位策略。 | csmar432/ | 109 | — | ~1.4k | Automated safety check: Pass | MIT | 5 days ago |
| 105 | 105.Bgpt MCP Search scientific papers via the BGPT MCP server and retrieve structured experimental data — methods, results, conclusions, quality scores, and 25+ metadata fields per paper. | ClawBio/ | 1.2k | 1 repo | ~3.2k | Automated safety check: Pass | MIT | 2 days ago |
| 106 | A skill your agent uses when a developer needs to conduct systematic literature searches, find research papers, extract content from publications, or build evidence summaries from biomedical… | aws-samples/ | 274 | — | ~1.1k | Automated safety check: Pass | MIT-0 | 9 days ago |
| 107 | End-to-end Stata replication pipeline — scaffolds numbered .do files in scripts/stata/, executes them via the stata-mcp MCP server, captures logs and outputs to output/, and produces… | pedrohcgs/ | 1.7k | — | ~2.1k | Automated safety check: Notes | MIT | 13 days ago |
| 108 | Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. | agent-skills-hub/ | 112 | 3 repos | ~715 | Automated safety check: Notes | MIT | 9 days ago |
| 109 | 109.Search Lit A skill your agent uses when finding papers or building a reference list. | Aperivue/ | 333 | — | ~4.7k | Automated safety check: Pass | MIT | 6 days ago |
| 110 | 110.Research Review Get a deep critical review of research from an external reviewer backend (Codex or manual). | wanshuiyin/ | 17k | — | ~3.1k | Automated safety check: Notes | MIT | 4 days ago |
| 111 | 111.Novelty Check Verify research idea novelty against recent literature. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 4 repos | ~823 | Automated safety check: Pass | No licence | 4 mo ago |
| 112 | 112.Rebuttal Workflow 4: Submission rebuttal pipeline. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 5 repos | ~5.2k | Automated safety check: Notes | No licence | 4 mo ago |
| 113 | Patsnap Chemical Molecular MCP for AI agents. An agent skill from patsnap/mcp. | patsnap/ | 113 | — | ~779 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 114 | 114.Deep Research Orchestrate multi-phase deep research with web search, memory retrieval, pattern matching, and synthesis into structured findings | ruvnet/ | 74k | — | ~1.3k | Automated safety check: Notes | MIT | yesterday |
| 115 | 115.Harness Genome 7-section repo readiness report from metaharness genome {path}. | ruvnet/ | 74k | — | ~558 | Automated safety check: Notes | MIT | yesterday |
| 116 | 116.Cluster Ops One-shot recipes for adding, removing, or repositioning molecular fragments (adsorbates, water layers, ion clusters) on the active CatGo viewer structure. | Hello-QM/ | 205 | — | ~1.9k | Automated safety check: Pass | AGPL-3.0 | 19 days ago |
| 117 | 117.Setup Medsci A skill your agent uses when a skill fails for a missing tool or the environment needs checking. | Aperivue/ | 333 | — | ~960 | Automated safety check: Pass | MIT | 6 days ago |
| 118 | Patsnap Chemistry & Small Molecule MCP for AI agents. An agent skill from patsnap/mcp. | patsnap/ | 113 | — | ~643 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 119 | 119.Bioqc MCP Automated sequencing quality control and advanced visualization wrapping FastQC, MultiQC, and custom chart generation. | ClawBio/ | 1.2k | — | ~2.2k | Automated safety check: Pass | MIT | 2 days ago |
| 120 | 120.Just PRs MCP Compute evidence-aware polygenic risk scores from a local VCF or WGS file through the validated just-prs engine and a pinned local just-prs MCP server. | ClawBio/ | 1.2k | — | ~3.5k | Automated safety check: Pass | MIT | 2 days ago |
| 121 | Recommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of a literature review — searching, reading, extracting, synthesizing, screening… | brycewang-stanford/ | 4.6k | — | ~2.5k | Automated safety check: Notes | Unknown | 6 days ago |
| 122 | 122.Gemini Search Search research papers via Gemini for broad literature discovery. | AI4Scientist/ | 128 | 2 repos | ~2.2k | Automated safety check: Notes | No licence | 4 mo ago |
| 123 | 123.Research Review Get a deep critical review of research from Claude via claude-review MCP. | AI4Scientist/ | 128 | 2 repos | ~1.3k | Automated safety check: Pass | No licence | 4 mo ago |
| 124 | A skill your agent uses when the user keeps paper notes inside an Obsidian project knowledge base and wants filesystem-first literature review, explicit agent-first Zotero ingestion, Papers/ plus… | brycewang-stanford/ | 4.6k | — | ~976 | Automated safety check: Pass | Unknown | 6 days ago |
| 125 | A skill your agent uses when papers are collected in Zotero but the user wants detailed reading notes, project-linked literature synthesis, collection-wide paper-note coverage checks, and a… | brycewang-stanford/ | 4.6k | — | ~1.5k | Automated safety check: Pass | Unknown | 6 days ago |
| 126 | 126.Jacobian Math Use Jacobian’s typed operations when exact computation or structural analysis can help solve a mathematical problem. | morluto/ | 220 | — | ~214 | Automated safety check: Pass | MIT | 6 days ago |
| 127 | 127.Idea Creator Generate and rank research ideas given a broad direction. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 4 repos | ~3.9k | Automated safety check: Warn | No licence | 4 mo ago |
| 128 | 128.Research Run deep research on any topic using the Deep Research MCP server. | iusztinpaul/ | 512 | — | ~336 | Automated safety check: Pass | MIT | 4 mo ago |
| 129 | Patsnap Clinical Trials MCP for AI agents. An agent skill from patsnap/mcp. | patsnap/ | 113 | — | ~683 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 130 | 130.Add Tool Scaffold a new MCP tool definition. An agent skill from cyanheads/pubmed-mcp-server. | cyanheads/ | 158 | — | ~19k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 131 | 131.Setup This skill should be used when user encounters "paper-search MCP error", "Docker not found", "Docker not running", "paper search not working", or needs help configuring paper search integration. | fcakyon/ | 1.2k | — | ~147 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 132 | 132.Aer Statspai A skill your agent uses when aer-identification has fixed the design, after methodology choice and before aer-robustness or aer-tables-figures, to run an AER-track analysis with StatsPAI — the… | brycewang-stanford/ | 4.6k | — | ~3k | Automated safety check: Pass | Unknown | 6 days ago |
| 133 | 133.G1 VS-Enhanced Journal Matcher with Journal Intelligence MCP — Real-time journal data pipeline with checkpoint-based human decisions. | brycewang-stanford/ | 4.6k | — | ~3.7k | Automated safety check: Pass | Unknown | 6 days ago |
| 134 | Research Coordinator v12.0 - Human-Centered Edition (Systematic Review Automation) Context-persistent platform with 24 specialized agents across 9 categories (A-G, I, X). | brycewang-stanford/ | 4.6k | — | ~3.2k | Automated safety check: Pass | Unknown | 6 days ago |
| 135 | 135.Stata Setup Install, configure, update, or verify mcp-stata across Claude Code, Codex, Gemini CLI, Cursor, Windsurf, and VS Code. | brycewang-stanford/ | 4.6k | — | ~516 | Automated safety check: Pass | Unknown | 6 days ago |
| 136 | Search Google, Bing, Google News and Google Scholar, and read public pages, through the Serply MCP server. | davepoon/ | 3.6k | — | ~865 | Automated safety check: Pass | MIT | 2 days ago |
| 137 | Model Context Protocol (MCP) server for bioinformatics web services like GEO, STRING, and UCSC Cell Browser. | FreedomIntelligence/ | 3.1k | 1 repo | ~353 | Automated safety check: Pass | MIT | 2 mo ago |
| 138 | Find and synthesize research papers, whitepapers, PDFs, technical reports, and academic sources with Firecrawl Research, using semantic paper search, related-paper expansion, and in-body… | firecrawl/ | 117 | — | ~1.8k | Automated safety check: Pass | ISC | 2 days ago |
| 139 | Write comprehensive literature reviews for medical imaging AI research. | aipoch/ | 1.9k | — | ~1.2k | Automated safety check: Pass | MIT | 24 days ago |
| 140 | 140.Deep Research Deep research report generation for Reviva's built-in deep-researcher agent. | mingchen666/ | 244 | — | ~5.9k | Automated safety check: Pass | MIT | yesterday |
| 141 | 141.Lit Review Retrieves papers from local folder or ArXiv and Semantic Scholar using domain-aware keyword expansion, builds synthesis matrix, identifies gaps. | GRIND-Lab-Core/ | 106 | — | ~3.2k | Automated safety check: Pass | No licence | 5 mo ago |
| 142 | 142.Jacobian Math Use Jacobian's MCP operations for nontrivial mathematical computation, finite search, structural analysis, formal checking, probability, or optimization. | morluto/ | 220 | — | ~286 | Automated safety check: Pass | MIT | 6 days ago |
| 143 | Runs multi-source web research through the firecrawl and exa MCP tools and writes a cited report with source attribution. | affaan-m/ | 276k | — | ~150 | Automated safety check: Pass | MIT | yesterday |
| 144 | Deep research skill powered by NotebookLM MCP. An agent skill from davila7/claude-code-templates. | davila7/ | 33k | — | ~1.7k | Automated safety check: Pass | MIT | yesterday |
