AI model or service
Model Context Protocol agent skills, page 22
Model Context Protocol skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1009 | 1009.SEO Coach Enter a friendly OpenSEO coach mode that explains workflows, recommends next steps, and helps users use agents, web search, scraping, and MCP data effectively. | petera2c/ | 229 | 2 repos | ~1.2k | Automated safety check: Pass | MIT | 7 days ago |
| 1010 | 1010.Reset Cursor Acp Reset a stuck Cursor ACP thread in <chat-system and reload its configuration. | davidondrej/ | 4.1k | — | ~728 | Automated safety check: Pass | MIT | yesterday |
| 1011 | 1011.Unraid This skill should be used when the user mentions Unraid, asks to check server health, monitor array or disk status, list or restart Docker containers, start or stop VMs, read system logs, check… | dinglebear-ai/ | 135 | — | ~5.4k | Automated safety check: Notes | MIT | 7 days ago |
| 1012 | Splits a complex feature into prioritized tasks, spawns specialist CLI subagents in parallel, tracks them through shared memory and verifies each result. | first-fluke/ | 1.3k | — | ~3.1k | Automated safety check: Pass | MIT | yesterday |
| 1013 | 1013.Skill Porter Converts Claude Code skills to Gemini CLI extensions and vice versa. | jduncan-rva/ | 191 | — | ~2k | Automated safety check: Notes | MIT | 10 mo ago |
| 1014 | 1014.Drawio Chart Draw.io 配图专家:用于生成和导出 .drawio 图表。在用户要求 draw.io、diagrams.net、流程图、架构图、时序图、ER 图、状态图、思维导图,或明确提到 .drawio、PNG、SVG、PDF 导出、技术文章配图时使用。默认输出专业技术风格,并遵循 floracat-architecture-diagram 的视觉规范。 | Snailclimb/ | 675 | — | ~687 | Automated safety check: Pass | No licence | 3 mo ago |
| 1015 | 1015.Webapp Builder Build interactive analytics webapps, demos, dashboards, or embedded app surfaces from Sidemantic semantic models using copyable component primitives and deterministic query inspection. | sidequery/ | 129 | — | ~5.5k | Automated safety check: Pass | AGPL-3.0 | 4 days ago |
| 1016 | 1016.Paxm Use paxm as Codex's active and passive memory layer. An agent skill from pax-beehive/paxm. | pax-beehive/ | 422 | — | ~574 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 1017 | Build terminal UIs with Charmbracelet (Bubble Tea, Lip Gloss, Gum). | Dicklesworthstone/ | 205 | — | ~3.4k | Automated safety check: Pass | Unknown | 2 days ago |
| 1018 | 1018.Agenticmail 🎀 AgenticMail — Full email, SMS, phone call-control, Telegram, media, memory, storage & multi-agent coordination for AI agents. | agenticmail/ | 236 | — | ~3.9k | Automated safety check: Pass | MIT | 10 days ago |
| 1019 | 1019.Sandbase Discover better ways to complete tasks. An agent skill from sandbaseai/cli. | sandbaseai/ | 188 | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | today |
| 1020 | Build, inspect, run, and debug OmniSim robotics worlds through the first-party MCP tools. | omnilink-tech/ | 187 | — | ~529 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 1021 | Create the release notes and upgrade guide for a mariadb-operator release. | mariadb-operator/ | 1k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 1022 | 1022.Oneclickvirt OneClickVirt operations skill for managing containers, virtual machines, provider nodes, health checks, and metrics through MCP. | oneclickvirt/ | 373 | — | ~1.1k | Automated safety check: Pass | GPL-3.0 | today |
| 1023 | Drives a hidden, agent-owned Linux desktop and browser over MCP for GUI testing and web automation without touching the user's real desktop. | agent-sh/ | 186 | — | ~2.1k | Automated safety check: Pass | MIT | today |
| 1024 | 1024.Create Harness Scaffold your own focused AI agent harness — pick host (Claude Code, Codex, pi.dev, Hermes), template, agents, skills, and ship a npm-publishable harness with its own npx CLI. | ruvnet/ | 696 | — | ~777 | Automated safety check: Pass | MIT | yesterday |
| 1025 | 1025.Tiaportal MCP Drive Siemens TIA Portal (博途) end-to-end through the TiaMcpServer MCP plugin. | bulaofen0036-coder/ | 295 | — | ~15k | Automated safety check: Pass | MIT | 4 days ago |
| 1026 | Finds, compares and calls third-party data and tool services through QVeris over MCP, and generates REST code for the ones worth keeping. | QVerisAI/ | 262 | — | ~2.2k | Automated safety check: Pass | MIT | 2 days ago |
| 1027 | 1027.Migrate To Codex Migrate supported instruction files, skills, agents, and MCP config into Codex project and global files. | Haohao-end/ | 791 | 1 repo | ~2k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 1028 | 1028.Rhesis Design, run, and analyze AI test suites on Rhesis — explore endpoints, build test foundations from a spec, create requirements and metrics, execute tests, and analyze results. | rhesis-ai/ | 397 | — | ~1.2k | Automated safety check: Pass | Proprietary | 3 days ago |
| 1029 | 1029.Devsy Operate Devsy workspaces and providers for end users. An agent skill from devsy-org/devsy. | devsy-org/ | 113 | — | ~1.7k | Automated safety check: Pass | MPL-2.0 | today |
| 1030 | Hack, modify, and translate ColecoVision and Super Game Module ROMs using the Gearcoleco emulator MCP server. | drhelius/ | 142 | — | ~3.9k | Automated safety check: Pass | GPL-3.0 | yesterday |
| 1031 | 1031.Integrate Model Integrates a hosted API or local/open-weight model end-to-end across OpenTryOn (adapter, CLI registry, MCP, docs) and TryOn Studio (catalog, Connect keys, planner). | tryonlabs/ | 551 | — | ~1.1k | Automated safety check: Pass | Unknown | 2 days ago |
| 1032 | 1032.Context Mode Doctor Run context-mode diagnostics. Checks runtimes, hooks, FTS5, plugin registration, npm and marketplace versions. Trigger: /context-mode:ctx-doctor | mksglu/ | 26k | — | ~262 | Automated safety check: Pass | Unknown | yesterday |
| 1033 | Build, migrate, test, link, debug, or package full-trust VibeX v4 product plugins with README summaries, contents, root config, dependencies, App surfaces, editable file tabs, Agent Skills… | Xircth/ | 136 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | 12 days ago |
| 1034 | 1034.Memory Search Searches the claude-mem database of past sessions in layers (index, timeline, full details) to find how a problem was solved before. | thedotmack/ | 99k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 1035 | 1035.Openheard Run an openheard feedback board through its MCP server - connect it, set up a workspace from a website, install the widget in this codebase, triage and dedupe feedback, reply, ship and announce… | Heilonng23/ | 177 | — | ~1.5k | Automated safety check: Pass | AGPL-3.0 | 8 days ago |
| 1036 | A skill your agent uses when implementing, debugging, refactoring, or testing existing BootUI Java code, including framework-neutral engine logic, Spring MVC and WebFlux adapters, Quarkus runtime… | jdubois/ | 315 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 1037 | 1037.Agnix A skill your agent uses when user asks to 'lint agent configs', 'validate skills', 'check CLAUDE.md', 'validate hooks', 'lint MCP'. | agent-sh/ | 445 | — | ~563 | Automated safety check: Pass | Apache-2.0 | today |
| 1038 | Stop and consult this skill whenever your response would include specific facts about Anthropic's products. | syahiidkamil/ | 401 | 4 repos | ~651 | Automated safety check: Pass | No licence | 3 mo ago |
| 1039 | Reads and updates the Sandboxed.sh Library, a git-backed store of skills, agents, commands, tools, rules and MCP servers, through its library tools. | Th0rgal/ | 524 | — | ~931 | Automated safety check: Pass | No licence | yesterday |
| 1040 | Send and receive transactional emails with Cloudflare Email Service (Email Sending + Email Routing). | hodgef/ | 127 | 2 repos | ~2k | Automated safety check: Pass | MIT | 1 mo ago |
| 1041 | 1041.Dingtalk AI Table 钉钉 AI 表格(多维表)操作技能。使用 mcporter CLI 连接钉钉官方新版 AI 表格 MCP server,基于 baseId / tableId / fieldId / recordId 体系执行 Base、Table、Field、Record 的查询与增删改。适用于创建 AI 表格、搜索表格、读取表结构、批量增删改记录、批量建字段、更新字段配置、按模板建表等场景。需要配置… | aliramw/ | 110 | — | ~2k | Automated safety check: Pass | No licence | 6 mo ago |
| 1042 | 1042.Altic Studio macOS automation skill for AppleScript actions and Chrome browser control via MCP CDP tools. | altic-dev/ | 174 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 1043 | 1043.Content Core Extract text content from external sources — URLs, PDFs, documents, YouTube videos, Reddit posts, and audio/video files. | lfnovo/ | 173 | — | ~1.5k | Automated safety check: Notes | MIT | 8 days ago |
| 1044 | 1044.E2b Sandbox Create, manage, and use E2B sandboxes — run commands, manage files, use git, persist state, and configure networking. | agent-sandbox/ | 218 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | 21 days ago |
| 1045 | 1045.Release Notes Generate a CHANGELOG.md entry from git history since the last tag, categorized by type (features, fixes, security, breaking changes). | GlitterKill/ | 490 | — | ~925 | Automated safety check: Pass | Unknown | 20 days ago |
| 1046 | 1046.Roam Codebase comprehension via roam-code CLI. An agent skill from Cranot/roam-code. | Cranot/ | 517 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 1047 | 1047.Image Generation Optimizes image generation prompts using Subject-Context-Style structure. | shinpr/ | 172 | — | ~1.5k | Automated safety check: Pass | MIT | 3 days ago |
| 1048 | 1048.Perplexity Search 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 |
| 1049 | 1049.Meridian Evidence Adversarially review Meridian or scrub changes and preserve reproducible E2E, headless, and visual proof for PRs, critical fixes, merges, and releases. | rynfar/ | 2.1k | — | ~1.1k | Automated safety check: Pass | No licence | today |
| 1050 | 1050.Unity Plugin Control Unity Editor via OpenClaw Unity Plugin. An agent skill from TomLeeLive/openclaw-unity-plugin. | TomLeeLive/ | 107 | — | ~5.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 1051 | Reads your git diff, writes a handful of happy-path browser smoke tests, runs them with Skyvern or Chrome DevTools MCP and posts screenshot evidence to the PR. | Skyvern-AI/ | 23k | — | ~5.2k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 1052 | 1052.Changelog Update per-package CHANGELOG.md files for a Ratel release. An agent skill from ratel-ai/ratel. | ratel-ai/ | 471 | — | ~1.6k | Automated safety check: Pass | MIT | 2 days ago |
| 1053 | Plays an interviewer for AI agent developer roles, probing agent loops, tool integration, MCP, RAG, context engineering and multi-agent design through practical scenarios. | Snailclimb/ | 3.3k | — | ~183 | Automated safety check: Pass | AGPL-3.0 | 3 days ago |
| 1054 | 1054.Deploy Observability Deploy, start, and update the Alibaba Cloud Observability MCP Server (阿里云可观测 MCP Server). | aliyun/ | 166 | — | ~2.6k | Automated safety check: Notes | No licence | 2 mo ago |
| 1055 | 1055.Openai Docs A skill your agent uses when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions… | aafqaq/ | 103 | 2 repos | ~861 | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 1056 | Builds, tests, and deploys Microsoft 365 apps and agents for Teams and Copilot. | OfficeDev/ | 780 | — | ~2.8k | Automated safety check: Notes | Unknown | yesterday |