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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | A skill your agent uses for Laravel MCP development. An agent skill from coollabsio/coolify. | coollabsio/ | 63k | 1 repo | ~949 | Automated safety check: Pass | MIT | 2 days ago |
| 2 | Detects and diagnoses chunk-evaluation timing bugs in the Vite/rolldown production build of react-ui (works-in-dev / broken-in-build i18n regressions, missing UI labels, module-scope t()… | openops-cloud/ | 1.1k | — | ~2.3k | Automated safety check: Pass | Unknown | 2 days ago |
| 3 | 3.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 |
| 4 | 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 |
| 5 | 5.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 |
| 6 | 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 |
| 7 | 帮用户接入/配置 MCP(Model Context Protocol)服务。当用户说「帮我接 MCP」「连上某个服务的 MCP」「配置 Model Context Protocol」「加个工具服务器」「为什么 MCP 连不上」等时使用。按服务官方文档把配置写进 pi 的 mcp.json,并用 pi mcp list 验证连接,全程不破坏用户已有配置。 | ayuayue/ | 1.1k | — | ~650 | Automated safety check: Pass | MIT | today |
| 8 | Debugs Windows and Linux/macOS applications (native, .NET/CLR, mixed-mode) with WinDbg MCP (crash dumps, !analyze, !syncblk, !dlk, !runaway, !dumpheap, !gcroot, BSOD), dotnet-dump, lldb with SOS… | novotnyllc/ | 232 | — | ~2.1k | Automated safety check: Pass | MIT | 3 days ago |
| 9 | Prepare, publish, verify, or recover a cloakbrowser-mcp release only when the user explicitly requests release work. | swimmwatch/ | 164 | — | ~1.9k | Automated safety check: Pass | MIT | 2 days ago |
| 10 | Builds an OpenEnv (Hugging Face) variant of an RL environment. | adithya-s-k/ | 461 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 11 | Guide users through configuring key MongoDB MCP server options. | mongodb/ | 189 | 1 repo | ~3.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 12 | A skill your agent uses when deploying, restarting, verifying or rolling back the containerised plugged.in production stack, when the site returns 404 or 5xx after a deploy or git operation, or when… | VeriTeknik/ | 103 | — | ~1.3k | Automated safety check: Notes | MIT | 5 days ago |
| 13 | Walks through how to launch and reach the MCP Task Orchestrator server container: transport, REST API, port publishing, config mounts and config-sync. | jpicklyk/ | 208 | — | ~3.1k | Automated safety check: Pass | MIT | today |
| 14 | 14.Unraid Query and monitor an Unraid NAS/homelab server — array health, disk temperatures, Docker containers, virtual machines, system metrics, notifications, alerts, shares, UPS status, log files, network… | dinglebear-ai/ | 135 | — | ~2.8k | Automated safety check: Pass | MIT | 7 days ago |
| 15 | 15.MCP Builder Build MCP servers in Python with FastMCP. An agent skill from jezweb/claude-skills. | jezweb/ | 1.1k | — | ~3.1k | Automated safety check: Notes | MIT | 2 days ago |
| 16 | 安装部署 xiaohongshu-mcp 服务并配置 MCP 连接,引导用户完成从零到可用的全流程. An agent skill from autoclaw-cc/xiaohongshu-mcp-skills. | autoclaw-cc/ | 272 | — | ~678 | Automated safety check: Pass | MIT | 7 mo ago |
| 17 | Manage and research DocsMint documents through its scoped MCP tools, including categories, folders, hybrid search, GraphRAG, rerank, and index refresh. | HiAi-gg/ | 118 | — | ~584 | Automated safety check: Pass | Apache-2.0 | 13 days ago |
| 18 | Create, update, prepare, or review a cloakbrowser-mcp GitHub Pull Request only when the user explicitly requests PR work. | swimmwatch/ | 164 | — | ~1k | Automated safety check: Pass | MIT | 2 days ago |
| 19 | Spin up and interact with ToolHive Studio's containerized dev environment (Xvfb + noVNC + DinD). | stacklok/ | 171 | — | ~3.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 20 | A skill your agent uses when generating an MCP server from an OpenAPI spec with Speakeasy. | trycompai/ | 2k | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 21 | Maintain, organize, consolidate, or audit the cloakbrowser-mcp documentation set only when the user explicitly requests project documentation maintenance or an authorized public change requires it. | swimmwatch/ | 164 | — | ~569 | Automated safety check: Pass | MIT | 2 days ago |
| 22 | 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 |
| 23 | A skill your agent uses when exposing a Docker Agent as a server (MCP, HTTP API, A2A, ACP, or OpenAI-compatible chat), distributing an agent via an OCI registry with docker agent share, or measuring… | docker/ | 552 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 7 days ago |
| 24 | Find files with code duplications in a SonarQube project and inspect duplication blocks for a file (project key optional when MCP integration already defines the default project) | SonarSource/ | 111 | — | ~2.4k | Automated safety check: Pass | Unknown | 4 days ago |
| 25 | A skill your agent uses when deploying, building for production, packaging, or shipping a FrontMCP server. | agentfront/ | 146 | — | ~9.2k | Automated safety check: Notes | Apache-2.0 | today |
| 26 | Reference for GitHub MCP server tools, methods, and usage patterns. | github/ | 5.4k | — | ~4.8k | Automated safety check: Pass | MIT | today |
| 27 | Run and integrate Skillz MCP server with Docker for skill execution. | github/ | 5.4k | — | ~905 | Automated safety check: Pass | MIT | today |
| 28 | Operate and evaluate Unified AI System through fifteen governed MCP tools, including provider-free prompt enhancement, while preserving fake-provider, authorization, and evidence boundaries. | sickn33/ | 47k | 2 repos | ~3.8k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 29 | Fetch, analyze, fix Sentry issues, run tests, and create PRs | genlayerlabs/ | 180 | — | ~2k | Automated safety check: Pass | MIT | 2 days ago |
| 30 | Extend, test, debug, or integrate the Model Download microservice codebase. | open-edge-platform/ | 171 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 31 | A skill your agent uses when reading video-analytics metrics, incidents, alerts, and sensor data via the VA-MCP server (port 9901). | NVIDIA/ | 3.6k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 32 | Provides SonarQube and SonarCloud integration patterns via the Model Context Protocol (MCP) server. | giuseppe-trisciuoglio/ | 357 | — | ~3.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 33 | Guide for setup arXiv paper search MCP server using Docker MCP | NeoLabHQ/ | 1.8k | — | ~1k | Automated safety check: Pass | GPL-3.0 | 1 mo ago |
| 34 | Guides creation of high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. | aiskillstore/ | 433 | — | ~1.4k | Automated safety check: Pass | No licence | yesterday |
| 35 | Run the Model Context Protocol (MCP) Atlassian server in Docker, enabling integration with Jira, Confluence, and other Atlassian products. | sundial-org/ | 663 | — | ~433 | Automated safety check: Pass | No licence | 7 mo ago |