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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | 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 |
| 2 | 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 |
| 3 | 3.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 |
| 4 | 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 |
| 5 | 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 |
| 6 | 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 |
| 7 | 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 |
| 8 | Author, package, validate, or run mathematical evaluations as Jacobian Harbor datasets. | morluto/ | 220 | — | ~690 | Automated safety check: Pass | MIT | 6 days ago |
| 9 | 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 | 2 days ago |
| 10 | 10.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 |
| 11 | 11.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 |
| 12 | 12.Add Prompt Scaffold a new MCP prompt template. An agent skill from cyanheads/pubmed-mcp-server. | cyanheads/ | 158 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 13 | 13.Add Resource Scaffold a new MCP resource definition. An agent skill from cyanheads/pubmed-mcp-server. | cyanheads/ | 158 | — | ~3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 14 | Searches the web, code, companies and people through the Exa MCP server, with notes on setup, the web_search_exa tool and treating results as untrusted data. | affaan-m/ | 277k | 4 repos | ~1.1k | Automated safety check: Pass | MIT | today |
| 15 | 15.Repo Genome 7-section readiness scorecard for a LOCAL repo. An agent skill from ruvnet/metaharness. | ruvnet/ | 696 | — | ~772 | Automated safety check: Pass | MIT | yesterday |
| 16 | Extract reusable Jacobian capabilities from a mathematical solution corpus, rather than one agent trajectory. | morluto/ | 220 | — | ~1.9k | Automated safety check: Pass | MIT | 6 days ago |
| 17 | 17.Add Test Scaffold a test file for an existing tool, resource, or service. | cyanheads/ | 158 | — | ~4.1k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 18 | 18.API Mirror Stand up a persistent, self-refreshing local mirror of a bulk upstream dataset with the MirrorService (@cyanheads/mcp-ts-core/mirror). | cyanheads/ | 158 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 19 | 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 | 9 days ago |
| 20 | Queries and downloads public cancer imaging data from NCI Imaging Data Commons. | K-Dense-AI/ | 48k | 1 repo | ~7.8k | Automated safety check: Pass | MIT | 6 days ago |
| 21 | File a bug or feature request against this MCP server's own repo. | cyanheads/ | 158 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 22 | 22.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 |
| 23 | 23.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 |
| 24 | 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 |
| 25 | 25.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 |
| 26 | 26.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 | 2 days ago |
| 27 | 27.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 |
| 28 | 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 |
| 29 | 29.Field Test Exercise tools, resources, and prompts against a live HTTP server via MCP JSON-RPC over curl. | cyanheads/ | 158 | — | ~11k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 30 | Calculate charged defect formation energies and transition level diagrams using pymatgen-analysis-defects and atomate2 VASP workflows. | learningmatter-mit/ | 176 | — | ~1.6k | Automated safety check: Pass | MIT | 3 days ago |
| 31 | 31.API Workers Cloudflare Workers deployment using createWorkerHandler from @cyanheads/mcp-ts-core/worker. | cyanheads/ | 158 | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 32 | Finalize documentation and project metadata for a ship-ready MCP server. | cyanheads/ | 158 | — | ~5.6k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 33 | Patsnap Current Awareness MCP for AI agents. An agent skill from patsnap/mcp. | patsnap/ | 113 | — | ~671 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 34 | Patsnap Scientific & Translational Evidence MCP for AI agents. | patsnap/ | 113 | — | ~728 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 35 | 35.API Config Reference for core and server configuration in @cyanheads/mcp-ts-core. | cyanheads/ | 158 | — | ~6.8k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 36 | 36.API Context Canonical reference for the unified Context object passed to every tool and resource handler in @cyanheads/mcp-ts-core. | cyanheads/ | 158 | — | ~17k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 37 | 经济金融研究端到端完整流程。从研究想法到可投稿论文，覆盖文献综述、想法生成、新颖性验证、实证方法设计、论文大纲、正文写作、图表生成、LaTeX编译和投稿前检查。 | csmar432/ | 109 | — | ~5.1k | Automated safety check: Pass | MIT | 5 days ago |
| 38 | Peer Review Ralph Loop — combines Cavekit kits with a Ralph Loop and true cross-model peer review using Codex (OpenAI). | hashgraph-online/ | 1.3k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
