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Model Context Protocol · For researchers
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 97 | Design, audit, or repair mathematical benchmark verifiers, submission contracts, and scoring. | morluto/ | 220 | — | ~661 | Automated safety check: Pass | MIT | 6 days ago |
| 98 | Atlassian Confluence expert for creating and managing spaces, knowledge bases, and documentation. | alirezarezvani/ | 28k | 1 repo | ~3.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 99 | 经济金融研究的完整想法发现流程。从研究方向出发，经过文献综述、想法生成、新颖性验证、实证方法设计和数据获取，输出经过数据实证验证的可执行研究方案。 | csmar432/ | 109 | — | ~2.7k | Automated safety check: Pass | MIT | 5 days ago |
| 100 | Search Slack messages, channels, and threads using the Slack MCP extension. | aaif-goose/ | 155 | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 101 | A skill your agent uses when a developer asks how to get started building healthcare or life sciences agents, wants to understand the HCLS Agents Toolkit, or asks what's available in this repository. | aws-samples/ | 274 | — | ~607 | Automated safety check: Pass | MIT-0 | 10 days ago |
| 102 | 102.Content Extract Robust URL-to-Markdown extraction for OpenClaw workflows. An agent skill from aAAaqwq/AGI-Super-Team. | aAAaqwq/ | 105 | 1 repo | ~650 | Automated safety check: Pass | MIT | 3 days ago |
| 103 | Searches BGPT scientific papers by topic or DOI and retrieves claim-level evidence extracted from full text, including experiments, reported statistics, scope, limitations, and provenance. | K-Dense-AI/ | 48k | 1 repo | ~2k | Automated safety check: Pass | MIT | 6 days ago |
| 104 | Predicts regulatory features, gene structure, and expression directly from DNA sequence using Genomic Intelligence's hosted transformer DNA language models — no local GPU or model weights. | K-Dense-AI/ | 48k | 1 repo | ~6.2k | Automated safety check: Notes | MIT | 6 days ago |
| 105 | File a bug or feature request against @cyanheads/mcp-ts-core when you hit a framework issue. | cyanheads/ | 158 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 106 | Retrieves ClinGen gene-disease validity assertions for a public gene or disease, and reviews source-linked public evidence and literature for one supported GRCh38 germline nuclear SNV or simple… | K-Dense-AI/ | 48k | 1 repo | ~3.4k | Automated safety check: Pass | MIT | 6 days ago |
| 107 | 107.Ask Query the bundled research knowledge graph for methodology guidance. | agenticnotetaking/ | 3.5k | — | ~5.7k | Automated safety check: Pass | MIT | 7 mo ago |
| 108 | 108.Fin Lit Review 经济金融领域的系统性文献综述。整合 Semantic Scholar + ArXiv + OpenAlex + NBER 构建引文网络，识别研究缺口，生成结构化文献地图。 | csmar432/ | 109 | — | ~1.2k | Automated safety check: Pass | MIT | 5 days ago |
| 109 | A skill your agent uses when querying biomedical databases (UniProt, ClinVar, gnomAD, PDB, Reactome, Open Targets, etc.) via the Biomni AgentCore Gateway MCP server. | aws-samples/ | 274 | — | ~3.1k | Automated safety check: Pass | MIT-0 | 10 days ago |
| 110 | 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 |
| 111 | 111.Ad Subagent Draft a new Codex custom subagent at .codex/agents/<name.toml, using the official Codex subagents format. | alexandremendoncaalvaro/ | 756 | 1 repo | ~1.3k | Automated safety check: Pass | Unknown | 2 mo ago |
| 112 | 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 |
| 113 | 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 |
| 114 | 114.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 |
| 115 | 115.Infranodus Text network analysis and knowledge graphs via the InfraNodus MCP server: analyze text structure, find content gaps, generate research questions and ideas, compare texts, optimize content for… | infranodus/ | 119 | — | ~3.5k | Automated safety check: Pass | No licence | 21 days ago |
| 116 | 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 |
| 117 | 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 |
| 118 | 118.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 |
| 119 | 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 | 10 days ago |
| 120 | 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 | 14 days ago |
| 121 | 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 |
| 122 | 122.Nexus Read, search, and edit the user's Obsidian vault (notes, folders, canvas, bases, tasks, memory/workspaces, saved prompts) from the shell via the nexus CLI — no MCP connection needed. | ProfSynapse/ | 157 | — | ~1.3k | Automated safety check: Pass | MIT | 2 days ago |
| 123 | 123.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 |
| 124 | 124.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 |
| 125 | 125.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 |
| 126 | 126.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 |
| 127 | 127.Memtrace Index Index a source-code repo into the Memtrace knowledge graph and poll the job to completion. | syncable-dev/ | 489 | — | ~1.2k | Automated safety check: Pass | Unknown | 2 days ago |
| 128 | 用于访问乐享知识库平台的专用 skill。当用户明确提到「乐享」「lexiang」「知识库」「知识」「文档」等关键词，或用户提供的链接 host 为 lexiangla.com，应优先调用本 skill。本 skill 支持：获取文档内容与元数据、搜索文档内容、查询知识库与目录结构、创建/编辑/移动文档、管理标签与评论、上传文件及维护附件等知识库操作能力。 | LeoYeAI/ | 2.2k | 1 repo | ~3.6k | Automated safety check: Pass | MIT | 2 mo ago |
| 129 | 129.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 |
| 130 | 130.Harness Genome 7-section repo readiness report from metaharness genome {path}. | ruvnet/ | 74k | — | ~558 | Automated safety check: Notes | MIT | yesterday |
| 131 | 131.Kg Traverse Pathfinder traversal of the knowledge graph starting from a seed entity | ruvnet/ | 74k | — | ~566 | Automated safety check: Notes | MIT | yesterday |
| 132 | 132.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 |
| 133 | 133.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 |
| 134 | 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 |
| 135 | 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 |
| 136 | 136.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 |
| 137 | 137.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 |
| 138 | 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 |
| 139 | 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 |
| 140 | 140.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 |
| 141 | 141.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 |
| 142 | 142.Research Run deep research on any topic using the Deep Research MCP server. | iusztinpaul/ | 512 | — | ~336 | Automated safety check: Pass | MIT | 4 mo ago |
| 143 | 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 |
| 144 | 144.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 |
