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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 2017 | Prepare MCP/vendor integrations through cited research, a content PR, exact-revision human approval, and one governed Paperclip connector PR per approved connection. | paperclipai/ | 100k | — | ~3.1k | Automated safety check: Pass | MIT | today |
| 2018 | 2018.N8n MCP Tools Expert Expert guide for using n8n-mcp MCP tools effectively. An agent skill from davila7/claude-code-templates. | davila7/ | 33k | 8 repos | ~3.2k | Automated safety check: Pass | MIT | today |
| 2019 | Fetches current library and framework documentation through the Context7 MCP instead of relying on training data, resolving a library ID before each query. | affaan-m/ | 277k | 4 repos | ~1.2k | Automated safety check: Pass | MIT | today |
| 2020 | Process, convert, OCR, extract, redact, sign, and fill documents using the Nutrient DWS API. | affaan-m/ | 277k | 4 repos | ~1.5k | Automated safety check: Pass | MIT | today |
| 2021 | 2021.Setup Lanes Link A skill your agent uses when installing or standing up Lanes Link, the self-hostable MCP endpoint that gives an agent someone's own accounts, memory, tasks, assets, skills, identity and vault. | lanes-sh/ | 273 | — | ~2.3k | Automated safety check: Pass | No licence | 5 days ago |
| 2022 | 2022.Swarmclaw Manage your SwarmClaw agent fleet — agents, tasks, chats, chatrooms, goals, schedules, memory, wallets, connectors, autonomy, and 40+ more command groups. | swarmclawai/ | 689 | — | ~4.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 2023 | 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 |
| 2024 | 2024.Fal AI Media Unified media generation via fal.ai MCP — image, video, and audio. | affaan-m/ | 277k | 4 repos | ~1.9k | Automated safety check: Pass | MIT | today |
| 2025 | 2025.Opik Optimize Improve a prompt with the Opik Agent Optimizer — resolve the prompt, a dataset, and a metric, pick the algorithm, run a bounded optimization, check the gain on held-out data, and save the winner as… | comet-ml/ | 220 | — | ~2.6k | Automated safety check: Notes | Apache-2.0 | 3 days ago |
| 2026 | 2026.Notion Read and update Notion databases and pages via mcporter + Notion MCP server | evolvent-ai/ | 123 | — | ~233 | Automated safety check: Pass | Unknown | 4 mo ago |
| 2027 | 2027.New Create a new Aseprite document with the right canvas size, colour mode, palette and layer structure, so later work does not have to fight the setup. | with-pebbly/ | 230 | — | ~555 | Automated safety check: Pass | MIT | 3 days ago |
| 2028 | 使用本机 FQGate 获取具体股票、指数或板块的实时行情与 K 线,并给出有当前盘面依据的趋势分析。用户提到明确证券名称或代码并询问价格、涨跌、走势、支撑压力、风险或买卖判断时使用;筛选、盘口微观结构和事件研究由对应的 FQGate 专项技能补充。 | fqgate/ | 247 | — | ~394 | Automated safety check: Pass | AGPL-3.0 | today |
| 2029 | 2029.Webmcp CLI Wxt 面向第三方 AI Agent 的 WXT 扩展桥接模式执行指南:通过 Tiny Robot 扩展 WebSocket 桥接操控用户真实浏览器,复用登录态/Cookie,支持双向本地 Bash 协同与高层自主 Agent 委托。 | opentiny/ | 121 | — | ~1.1k | Automated safety check: Pass | MIT | 20 days ago |
| 2030 | 2030.Navigate Navigate Firefox to a URL and take a DOM snapshot for interaction | mozilla/ | 478 | — | ~192 | Automated safety check: Pass | Unknown | 2 days ago |
| 2031 | 2031.Facturas Úsalo cuando el usuario pida redactar una factura, una cuenta de cobro o una nota de cobro. | gustavoeenriquez/ | 212 | — | ~127 | Automated safety check: Pass | MIT | 2 days ago |
| 2032 | 2032.Limoni Zest zest, the log viewer built on Limoni — how its store, filtering and LogView fit together, how it is verified (in-process, in kitty, over MCP, in the browser), and what it deliberately does not do. | thebanri/ | 152 | — | ~877 | Automated safety check: Pass | Apache-2.0 | 5 days ago |
| 2033 | 2033.Edt MCP Yaxunit How to write and run YAXUnit unit tests for a 1C configuration through 1C:EDT + the EDT-MCP runyaxunittests / debugyaxunittests tools. | DitriXNew/ | 296 | — | ~2.5k | Automated safety check: Pass | AGPL-3.0 | 3 days ago |
| 2034 | 2034.MCP Builder Plan and build MCP servers with agent-friendly tools, schemas, error handling, and evaluation. | dkyazzentwatwa/ | 116 | — | ~376 | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 2035 | 2035.Quick Debug 测试失败时免登跳转原地排查修复。触发:排查、纠错、debug、定位符失败、超时、元素找不到、断言失败. An agent skill from DanielSuo117/velocitai. | DanielSuo117/ | 158 | — | ~471 | Automated safety check: Pass | MIT | 13 days ago |
| 2036 | 2036.Linear Linearタスクのステータス管理(In Progress / In Review への自動遷移). An agent skill from team-mirai/mirai-gikai. | team-mirai/ | 212 | — | ~407 | Automated safety check: Pass | AGPL-3.0 | today |
| 2037 | TAPD 需求评估技能。基于规范需求文档进行逻辑分析,进行子需求拆分、规模评分(size,斐波那契)与 业务价值(RICE)评分。 | TencentBlueKing/ | 840 | — | ~2.6k | Automated safety check: Pass | Unknown | 2 days ago |
| 2038 | 2038.Sylph Create Skill Create a new skill from scratch. An agent skill from getnao/sylph. | getnao/ | 213 | — | ~1.4k | Automated safety check: Pass | No licence | 4 mo ago |
| 2039 | 2039.Tooluniverse A skill your agent uses when working with scientific research tools and workflows across bioinformatics, cheminformatics, genomics, structural biology, proteomics, and drug discovery. | ynulihao/ | 618 | 2 repos | ~2.5k | Automated safety check: Pass | No licence | 7 mo ago |
| 2040 | A skill your agent uses when: NotebookLM, notebooklm MCP, large documentation sets, courses, books, papers, or citation-backed research are mentioned. | AnastasiyaW/ | 154 | — | ~2.4k | Automated safety check: Warn | MIT | today |
| 2041 | Find files with low test coverage and inspect uncovered lines in a SonarQube project (project key optional when MCP integration already defines the default project) | SonarSource/ | 111 | — | ~2.1k | Automated safety check: Pass | Unknown | 4 days ago |
| 2042 | 2042.Cas Coding Agent System - unified memory, tasks, rules, and skills. | codingagentsystem/ | 176 | — | ~723 | Automated safety check: Pass | MIT | 7 mo ago |
| 2043 | 2043.Upgrade Notes Read the vendor's breaking changes, deprecations, migration notes and CVEs for every version between the one pinned now and the one being moved to, through the whatsnew MCP server's upgradenotes tool. | getknit/ | 133 | — | ~1.2k | Automated safety check: Pass | GPL-3.0 | yesterday |
| 2044 | 2044.Browser MCP Agent Give an AI agent its own real browser over MCP tool calls - launch, navigate, click, fill, screenshot, extract text, run JS - with a kernel-level real-device fingerprint and a persistent profile, so… | antibrow/ | 17 | 1 repo | ~4.2k | Automated safety check: Warn | MIT | 1 mo ago |
| 2045 | 使用 vivado-mcp 分析 Vivado setup、hold 和脉宽时序,比较保存的基线并按证据迭代修复;支持离线报告分析,不将摘要指标视为完整签核。 | mapleleavessssssss-wq/ | 148 | — | ~548 | Automated safety check: Pass | Apache-2.0 | 19 days ago |
| 2046 | 2046.AI Brain Give Claude a permanent, searchable long-term memory using an Obsidian vault as the store. | Ootto-AI/ | 130 | — | ~1.1k | Automated safety check: Pass | MIT | 3 days ago |
| 2047 | 2047.Supabase Work with Supabase projects through Supabase's official hosted MCP server. | am-will/ | 943 | — | ~302 | Automated safety check: Pass | MIT | 1 mo ago |
| 2048 | Author step content for Novu workflows defined in the Dashboard or generated/edited via the Novu MCP. | novuhq/ | 40k | — | ~1.6k | Automated safety check: Pass | Unknown | yesterday |
| 2049 | 2049.Interceptor Choose the right Interceptor surface. An agent skill from Hacker-Valley-Media/Interceptor. | Hacker-Valley-Media/ | 522 | — | ~1.9k | Automated safety check: Pass | Unknown | 8 days ago |
| 2050 | 2050.Slint Expert guidance for building, debugging, and working with Slint GUI applications. | Moosync/ | 259 | — | ~2.4k | Automated safety check: Pass | GPL-3.0 | 9 days ago |
| 2051 | 2051.Audio Ducking Duck a music bed under a voice track using Sonilo — automatically lowers the music wherever the voice speaks and lifts it back in the gaps. | sonilo-ai/ | 115 | — | ~1.8k | Automated safety check: Notes | MIT | 2 days ago |
| 2052 | 2052.Summary Style Guide Tone and length conventions for email summaries — voice, verb tense, what to include vs omit, and target sentence count. | provos/ | 612 | — | ~509 | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 2053 | 2053.Remote Compute Ssh Evaluate and use SSH Remote Compute before choosing where to run GPU, high-memory, parallel, batch, model-inference, bioinformatics, or other long-running scientific work; supports short remote… | aipoch/ | 5.5k | — | ~5.7k | Automated safety check: Pass | Apache-2.0 | today |
| 2054 | 2054.Olore A2a Latest Local A2A (Agent-to-Agent) protocol documentation (latest). An agent skill from olorehq/olore. | olorehq/ | 104 | — | ~721 | Automated safety check: Pass | MIT | yesterday |
| 2055 | 2055.Skill Creator Create new AI agent skills for Claude Code, Codex, and Cursor. | stacklok/ | 171 | — | ~677 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2056 | Pulls pattern, trend and benchmark data from the claude-view MCP server to present a behavioral analysis of your Claude Code usage, grouped by category. | tombelieber/ | 111 | — | ~3.1k | Automated safety check: Pass | MIT | 10 days ago |
| 2057 | 2057.Validation Doctor Check Brave Search and Chrome DevTools MCP availability and provide exact setup snippets. | mverab/ | 198 | — | ~371 | Automated safety check: Pass | MIT | 2 days ago |
| 2058 | Refreshes or rebuilds the local Lumen semantic code index for the current project, preferring an MCP-driven refresh and reserving the CLI for an explicit clean rebuild. | ory/ | 307 | — | ~391 | Automated safety check: Pass | Unknown | 2 mo ago |
| 2059 | 2059.Habit 用于在思源任务笔记管理插件中管理习惯和日常打卡记录的 MCP 工具。 | Achuan-2/ | 222 | — | ~531 | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 2060 | 2060.Fix Datadog Issues Find, triage, and fix production errors captured by Datadog Error Tracking, then open a PR. | latitude-dev/ | 4.7k | — | ~5.2k | Automated safety check: Pass | MIT | 2 days ago |
| 2061 | 2061.State Memory MCP Teaches the agent to use the state-memory-mcp MCP server to track workflow state, tasks, decisions, blockers, artifacts, plans, milestones, and their semantic relationships in a persistent graph… | putervision/ | 50 | — | ~1.9k | Automated safety check: Pass | MIT | 8 days ago |
| 2062 | 2062.Skill Curator 中文 Skill 收录评估器。用于核验 GitHub 上的 Claude Code、Codex、Agent Skills、Plugin、MCP、CLI 或 Agent 工作流是否值得加入精选列表;检查真实资产、安装方式、活跃度、重复项和安全边界,并生成分类、中文描述与可追溯证据。 | laolaoshiren/ | 880 | — | ~756 | Automated safety check: Pass | MIT | 6 days ago |
| 2063 | 2063.Legal Job Search 法律AI求职助手 - 帮助法律人(法务/律师)使用AI辅助求职。支持公司/律所调研、法律风险分析、网页简历生成、针对性材料准备、面试备忘录生成。具备MCP工具级降级能力,无MCP时自动使用Web Search。 | zh-xx/ | 174 | — | ~1.7k | Automated safety check: Pass | MIT | 5 mo ago |
| 2064 | 2064.Goofish Risk Guard 闲鱼风控/合规预检 skill。何时激活:用户要发商品、回消息、降价改标前让你 "看看这样行不行"、"会不会违规"、"会不会封号"、"会不会限流";或用户说 "被限流了/曝光掉了怎么办";或被 goofish-publish-item / goofish-reply-buyer 调用做预检。功能:发布前扫描(绝对化词、类目偏差、降价改标、9 图合规), 发送前扫描(外联词、误导承诺),触发… | fancyboi999/ | 309 | — | ~727 | Automated safety check: Pass | Apache-2.0 | yesterday |