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Model Context Protocol · For researchers
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Collects content from WeChat articles, web pages, YouTube, podcasts, documents and more, uploads it to NotebookLM and generates podcasts, slides or mind maps. | joeseesun/ | 6.2k | — | ~3.6k | Automated safety check: Pass | MIT | 6 days ago |
| 2 | Deep research with hyperresearch, for Claude Code and OpenAI Codex. | jordan-gibbs/ | 3.8k | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 3 | 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 |
| 4 | 4.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 |
| 5 | 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 |
| 6 | Creates NotebookLM notebooks from URLs, text and files, asks cited questions, runs web research and generates audio, slides, quizzes and other artifacts. | claude-world/ | 467 | — | ~1.8k | Automated safety check: Pass | MIT | 2 mo ago |
| 7 | 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 |
| 8 | 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 | 3 days ago |
| 9 | 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 |
| 10 | 10.Research Lit 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 |
| 11 | 11.Arkon Edit Propose or directly apply edits to Arkon wiki pages, including proposing brand new pages. | nduckmink/ | 1.5k | — | ~1.6k | Automated safety check: Pass | Unknown | 4 mo ago |
| 12 | 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 |
| 13 | 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 |
| 14 | 14.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 |
| 15 | Read when the user asks what OpenKnowledge is, wants to install it on a repository, wants to open or preview a single markdown file that is not part of an OpenKnowledge project, wants to share an… | inkeep/ | 4.5k | — | ~2k | Automated safety check: Pass | GPL-3.0 | today |
| 16 | 16.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 |
| 17 | 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 |
| 18 | 18.Arkon Query Answer questions using the Arkon knowledge base. An agent skill from nduckmink/arkon. | nduckmink/ | 1.5k | — | ~1k | Automated safety check: Pass | Unknown | 4 mo ago |
| 19 | A skill your agent uses when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. | aws-samples/ | 106 | 11 repos | ~867 | Automated safety check: Pass | MIT-0 | today |
| 20 | 20.LLM Wiki Build and maintain a persistent, interlinked Obsidian-compatible markdown wiki using Karpathy's LLM Wiki pattern. | zosmaai/ | 608 | — | ~4.4k | Automated safety check: Pass | MIT | yesterday |
| 21 | 21.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 |
| 22 | 22.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 |
| 23 | 23.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 |
| 24 | 24.Arkon Review Review, approve, request changes on, or reject pending wiki edit drafts in Arkon. | nduckmink/ | 1.5k | — | ~1.3k | Automated safety check: Pass | Unknown | 4 mo ago |
| 25 | Deterministic deep research via RivalSearchMCP. An agent skill from damionrashford/RivalSearchMCP. | damionrashford/ | 132 | — | ~796 | Automated safety check: Pass | MIT | yesterday |
| 26 | 26.Sage Wiki Reference skill for sage-wiki — local-first knowledge graph with MCP server, REST API, compiled wiki, and Obsidian-compatible output. | xoai/ | 623 | — | ~2.4k | Automated safety check: Pass | MIT | 5 days ago |
| 27 | 27.Learn Research a topic and grow your knowledge graph. An agent skill from agenticnotetaking/arscontexta. | agenticnotetaking/ | 3.5k | — | ~1.9k | Automated safety check: Notes | MIT | 7 mo ago |
| 28 | 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 | 14 days ago |
| 29 | Answer a question by querying the user's llmwiki. An agent skill from Pratiyush/llm-wiki. | Pratiyush/ | 397 | — | ~684 | Automated safety check: Pass | MIT | 3 mo ago |
| 30 | 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 |
| 31 | 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 |
| 32 | 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 |
| 33 | Internal fetcher module for Confluence pages. An agent skill from iurykrieger/claude-bedrock. | iurykrieger/ | 105 | 1 repo | ~2.8k | Automated safety check: Notes | MIT | 5 mo ago |
| 34 | 34.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 |
| 35 | Evaluate Jacobian reliability using recently resolved conjectures as held-out probes. | morluto/ | 220 | — | ~816 | Automated safety check: Pass | MIT | 6 days ago |
| 36 | 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 |
| 37 | Write comprehensive literature reviews for medical imaging AI research. | LeonChaoX/ | 944 | 3 repos | ~1.1k | Automated safety check: Notes | MIT | 2 mo ago |
| 38 | Import a page from the user's self-hosted Anytype into this Niamos Obsidian vault, page-by-page, recursing into children only when the user explicitly says so. | pricklywiggles/ | 192 | — | ~3.3k | Automated safety check: Pass | No licence | 3 mo ago |
| 39 | 39.Joplin Orchestration guidance for Joplin note, notebook, and tag management tools | alondmnt/ | 173 | — | ~897 | Automated safety check: Pass | MIT | 29 days ago |
| 40 | 40.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 |
| 41 | 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 |
| 42 | 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 |
| 43 | 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 |
| 44 | 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 |
| 45 | 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 |
| 46 | Score an Engineering Manager's coverage across all 12 cells of the EM Grid based on their calendar and Slack. | manager-dot-dev/ | 114 | — | ~5.8k | Automated safety check: Pass | MIT | 5 mo ago |
| 47 | Browse entities in the Remnic knowledge graph and surface their facts and relationships. | joshuaswarren/ | 218 | — | ~612 | Automated safety check: Pass | MIT | today |
| 48 | 48.Link Ingest A skill your agent uses when raw files are present, source pages look stale, or a user asks to ingest notes into Link; refresh source-backed wiki pages, propose memories, and validate updates… | gowtham0992/ | 201 | — | ~368 | Automated safety check: Pass | MIT | 12 days ago |
