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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Deep research with hyperresearch, for Claude Code and OpenAI Codex. | jordan-gibbs/ | 3.8k | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 2 | Read the open paper and write study annotations into its PDF with zotero-cli - a context box on the title, a four-part summary on the abstract, role-coded abstract highlights, one box per figure… | 54yyyu/ | 5.3k | — | ~1.5k | Automated safety check: Pass | MIT | 3 days ago |
| 3 | 3.Llmwiki Build and use a persistent, citation-traceable knowledge wiki from documents, research papers, notes, or project documentation. | atomicstrata/ | 2.2k | — | ~814 | Automated safety check: Pass | MIT | yesterday |
| 4 | Search, download, and read academic papers from 20+ sources (arXiv, PubMed, Semantic Scholar, CrossRef, etc). | openags/ | 2.8k | — | ~1.2k | Automated safety check: Notes | MIT | 9 days ago |
| 5 | Writes the research-status literature review and critique section of an NSFC grant proposal, backed by a bundled multi-source literature search. | HuiyuLi-2000/ | 439 | 1 repo | ~1.4k | Automated safety check: Notes | MIT | 3 mo ago |
| 6 | A skill your agent uses when finding, comparing, reading, or monitoring arXiv papers, including requests for abstracts, citation graphs, original LaTeX, section-level technical details, or… | blazickjp/ | 3.2k | — | ~353 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 7 | A skill your agent uses when users ask to 找文献、做文献检索、查论文、查临床试验、核验引用、去重文献、设计 PubMed/MeSH 检索式、追踪上下游引文、解析 DOI/PMID/PMCID/arXiv/OpenAlex/Semantic Scholar/NCT ID, 或导出 RIS、BibTeX、NBIB、ENW;also use for… | wp-a/ | 304 | — | ~1.4k | Automated safety check: Pass | MIT | 9 days ago |
| 8 | Search and analyze research papers, find related work, summarize key ideas. | CurryTang/ | 176 | 5 repos | ~963 | Automated safety check: Notes | No licence | 6 mo ago |
| 9 | Get a deep critical review of research idea from GPT via Codex MCP. | GRIND-Lab-Core/ | 106 | 5 repos | ~1.1k | Automated safety check: Notes | No licence | 5 mo ago |
| 10 | Turns a vague research direction into a focused, problem-anchored method plan through up to five review rounds with a second model. | zjYao36/ | 128 | 6 repos | ~6.9k | Automated safety check: Notes | No licence | 6 mo ago |
| 11 | 11.Tw Legal RAG Retrieve real Taiwan court judgments with verifiable citations before answering any question about Taiwan law or case law. | aa0101181514/ | 328 | — | ~580 | Automated safety check: Pass | Unknown | today |
| 12 | 12.Read GitHub Read and search GitHub repository documentation via gitmcp.io MCP service. | AgentTeam-TaichuAI/ | 671 | 2 repos | ~638 | Automated safety check: Pass | No licence | 5 mo ago |
| 13 | Statistical significance calculator for A/B test results with sample size requirements, segment breakdowns, and hypothesis generation. | irinabuht12-oss/ | 4.1k | — | ~1.4k | Automated safety check: Pass | No licence | 17 days ago |
| 14 | 14.Paper Search Search, download, and read academic papers through the paper-search MCP tools (mcppaper-search), covering arXiv, PubMed, bioRxiv, Semantic Scholar, Crossref, OpenAlex and 15+ other sources. | openags/ | 2.8k | — | ~794 | Automated safety check: Notes | MIT | 9 days ago |
| 15 | Efficiently perform web searches using the mcp-local-rag server with semantic similarity ranking. | nkapila6/ | 134 | 1 repo | ~1.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 16 | Query journal indexing/inclusion status on CNKI - check which databases include a journal (北大核心, CSSCI, CSCD, SCI, EI, etc.), get impact factors and evaluation data. | cookjohn/ | 983 | 2 repos | ~1.4k | Automated safety check: Pass | No licence | 7 mo ago |
| 17 | A skill your agent uses when a user has cloned PaperGraph MCP and asks to install, initialize, configure, set up, or start using it with an agent or MCP client. | lotchuazzz-crypto/ | 282 | — | ~3.3k | Automated safety check: Pass | MIT | 4 days ago |
| 18 | 18.Firstdata Find official portals, APIs, and download paths for authoritative primary data sources (governments, international organizations, research institutions, etc.). | MLT-OSS/ | 184 | — | ~3.1k | Automated safety check: Pass | MIT | 8 days ago |
| 19 | 19.Genomi A skill your agent uses for genetics, genome source, variant, gene, phenotype, disease, screen, pharmacogenomics, and Genomi install/setup maintenance questions. | exon-research/ | 484 | — | ~4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 20 | 20.Stata Audit Inspect, validate, summarize, and render local Stata-MCP audit evidence under .statamcp. | SepineTam/ | 264 | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | 5 days ago |
| 21 | Deterministic deep research via RivalSearchMCP. An agent skill from damionrashford/RivalSearchMCP. | damionrashford/ | 132 | — | ~796 | Automated safety check: Pass | MIT | yesterday |
| 22 | Searches the live web with citations through perplexity-mcp v2 tools or a bundled Python REST client, with focused ask, deep research and detached tasks. | escapeWu/ | 171 | — | ~1.8k | Automated safety check: Pass | MIT | 13 days ago |
| 23 | Crawls from a starting URL to find and list technical specification, whitepaper and architecture documents, writing the found URLs to a JSON file. | NyxFoundation/ | 460 | — | ~669 | Automated safety check: Pass | MIT | 2 mo ago |
| 24 | Finds papers across literature sources, verifies and converts citations, builds MeSH strategies and audits independent citations of a paper. | Yuan1z0825/ | 47k | — | ~884 | Automated safety check: Pass | Apache-2.0 | today |
| 25 | Multi-source literature search, citation verification, MeSH search strategy, citation file management (.nbib/.ris/.bib conversion), and reference management (BibTeX, related articles, ID conversion)… | jing1312/ | 171 | — | ~1.3k | Automated safety check: Notes | MIT | 1 mo ago |
| 26 | Full-featured CLI for Zotero reference management. An agent skill from PiaoyangGuohai1/cli-anything-zotero. | PiaoyangGuohai1/ | 138 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 27 | Search, browse, select, import, review, publish, and materialize reusable scientific-figure assets through Scientific Figure Library. | xuzhougeng/ | 110 | — | ~2.1k | Automated safety check: Pass | MIT | 2 days ago |
| 28 | 28.Paper Search 学术文献检索与论文获取调度器,基于 paper-search CLI,而不是 MCP server. An agent skill from dr-dumpling/paper-search-cli. | dr-dumpling/ | 135 | — | ~1.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 29 | Evaluate Jacobian reliability using recently resolved conjectures as held-out probes. | morluto/ | 220 | — | ~816 | Automated safety check: Pass | MIT | 6 days ago |
| 30 | A skill your agent uses when the user asks to research a topic deeply, gather intelligence, or build a knowledge base. | qa10devteam/ | 146 | — | ~1.4k | Automated safety check: Pass | MIT | 6 days ago |
| 31 | Write comprehensive literature reviews for medical imaging AI research. | LeonChaoX/ | 944 | 3 repos | ~1.1k | Automated safety check: Notes | MIT | 2 mo ago |
| 32 | 32.Sciverse A skill your agent uses when the user needs academic paper retrieval — searching scientific literature by author/year/journal, finding paper chunks for RAG-style citations, or expanding original… | opendatalab/ | 120 | — | ~3k | Automated safety check: Pass | Unknown | 21 days ago |
| 33 | Explains how to run, integrate and debug the deep-research-mcp project through its CLI, Python API or MCP server, with OpenAI, Gemini and DR-Tulu backends. | pminervini/ | 114 | — | ~5.8k | Automated safety check: Pass | MIT | 13 days ago |
| 34 | Deep web-research methodology for the interceptor browser surface — investigate a topic the way researchers, intelligence analysts, investigative journalists, private investigators, and OSINT… | Hacker-Valley-Media/ | 522 | — | ~3.8k | Automated safety check: Pass | Unknown | 8 days ago |
| 35 | Bright Data MCP handles ALL web data operations. An agent skill from brightdata/skills. | brightdata/ | 264 | 1 repo | ~3.7k | Automated safety check: Pass | MIT | 4 days ago |
| 36 | A skill your agent uses when the user needs to inspect, audit, or diagnose the safety of a Stata do-file. | SepineTam/ | 264 | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | 5 days ago |
| 37 | Every technical claim drawn from the local corpus must ship with a source citation formatted as path:line or path:section. | lyonzin/ | 292 | — | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 38 | Extract full paper details from a CNKI paper page including title, authors, affiliations, abstract, keywords, fund, classification. | cookjohn/ | 983 | 2 repos | ~1.6k | Automated safety check: Pass | No licence | 7 mo ago |
| 39 | A skill your agent uses when a developer wants to build a new healthcare or life sciences agent, structure tools and system prompts for an HCLS workflow, or create a Strands agent with… | aws-samples/ | 274 | — | ~885 | Automated safety check: Pass | MIT-0 | 9 days ago |
| 40 | 40.Genomilab Run or continue patient-authorized, genome-informed GenomiLab investigations in the current Claude, Codex, or other MCP agent task. | exon-research/ | 484 | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 41 | Run a local smoke test for the Stata-MCP server. An agent skill from SepineTam/mcp-for-stata. | SepineTam/ | 264 | — | ~1.4k | Automated safety check: Pass | AGPL-3.0 | 5 days ago |
| 42 | Author, package, validate, or run mathematical evaluations as Jacobian Harbor datasets. | morluto/ | 220 | — | ~690 | Automated safety check: Pass | MIT | 6 days ago |
| 43 | Access and configure a user's local or cloud Zotero library without MCP by executing the bundled JSON CLI. | Bubble-OoO/ | 117 | — | ~1.2k | Automated safety check: Warn | No licence | 2 mo ago |
| 44 | 44.Add App Tool Scaffold an MCP App tool + UI resource pair. An agent skill from cyanheads/pubmed-mcp-server. | cyanheads/ | 158 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 45 | 45.Chemgraph Develop, test, and extend ChemGraph -- an agentic framework for automated molecular simulations using LLMs, LangGraph, ASE, and MCP servers | argonne-lcf/ | 162 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 46 | Query 14+ biomedical databases for drug repurposing, target discovery, clinical trials, and literature research. | FreedomIntelligence/ | 3.1k | 1 repo | ~2.4k | Automated safety check: Pass | No licence | 2 mo ago |
| 47 | 47.Feishu Setup 自动配置飞书机器人应用。当用户要求配置飞书、创建飞书机器人、接入 Lark/飞书、设置飞书 appid/appsecret、或询问如何配置飞书 IM 时触发此 skill。该 skill 通过 sandbox 内置浏览器自动完成飞书开放平台上的应用创建、权限配置、事件订阅和发布,用户仅需扫码登录。 | AgentTeam-TaichuAI/ | 671 | — | ~425 | Automated safety check: Pass | No licence | 5 mo ago |
| 48 | A skill your agent uses when you need to find Stata on the user's machine or configure stata-mcp to use it. | SepineTam/ | 264 | — | ~1.7k | Automated safety check: Pass | AGPL-3.0 | 5 days ago |