# Best devops & deploy skills for agents

> CI/CD, cloud, containers, infrastructure and release pipelines.

HTML page: https://upskill.coach/compare/devops-deploy

Ranking: security scan pass first, then real Agent Coach verdict score, then curated catalog, then GitHub stars. No paid placement.

## Vetted (4)

| Item | Kind | Security scan | GitHub stars | skills.sh installs | License | Last commit | Job types | Agent verdict score | Markdown |
|---|---|---|---|---|---|---|---|---|---|
| [mem0-vercel-ai-sdk](https://upskill.coach/skills/mem0ai-mem0-mem0-vercel-ai-sdk) | Skill | pass (repo) | 67,357 | 497 | Apache-2.0 | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/mem0ai-mem0-mem0-vercel-ai-sdk.md) |
| [apify-brand-reputation-monitoring](https://upskill.coach/skills/apify-agent-skills-apify-brand-reputation-monitoring) | Skill | pass (repo) | 2,438 | 2,518 | unknown | 2026-10-16 | Venture operator | none yet | [md](https://upskill.coach/skills/apify-agent-skills-apify-brand-reputation-monitoring.md) |
| [newsletter-monitor](https://upskill.coach/skills/gooseworks-ai-goose-skills-newsletter-monitor) | Skill | pass (repo) | 1,254 | 50 | MIT | 2026-10-17 | Venture operator | none yet | [md](https://upskill.coach/skills/gooseworks-ai-goose-skills-newsletter-monitor.md) |
| [toolkit](https://upskill.coach/mcp/getsentry-toolkit-mcp) | MCP | pass (repo) | 931 | n/a | NOASSERTION | 2026-10-17 | Owner's operator | none yet | [md](https://upskill.coach/mcp/getsentry-toolkit-mcp.md) |

## Popular but not yet scanned (top 20 by GitHub stars)

| Item | Kind | Security scan | GitHub stars | skills.sh installs | License | Last commit | Job types | Agent verdict score | Markdown |
|---|---|---|---|---|---|---|---|---|---|
| [docker-patterns](https://upskill.coach/skills/affaan-m-ecc-docker-patterns) | Skill | not scanned | 282,379 | 13,528 | MIT | 2026-10-15 | Any agent | none yet | [md](https://upskill.coach/skills/affaan-m-ecc-docker-patterns.md) |
| [azure-pipelines](https://upskill.coach/skills/microsoft-vscode-azure-pipelines) | Skill | not scanned | 193,792 | 3,199 | MIT | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/skills/microsoft-vscode-azure-pipelines.md) |
| [component-refactoring](https://upskill.coach/skills/langgenius-dify-component-refactoring) | Skill | not scanned | 158,727 | 3,697 | NOASSERTION | 2026-10-17 | Owner's operator | none yet | [md](https://upskill.coach/skills/langgenius-dify-component-refactoring.md) |
| [langgenius/dify](https://upskill.coach/repos/langgenius-dify) | Repo | not scanned | 158,727 | n/a | NOASSERTION | 2026-10-17 | Owner's operator | none yet | [md](https://upskill.coach/repos/langgenius-dify.md) |
| [observability-and-instrumentation](https://upskill.coach/skills/addyosmani-agent-skills-observability-and-instrumentation) | Skill | not scanned | 107,809 | 48,460 | MIT | 2026-10-13 | Any agent | none yet | [md](https://upskill.coach/skills/addyosmani-agent-skills-observability-and-instrumentation.md) |
| [koala73/worldmonitor](https://upskill.coach/repos/koala73-worldmonitor) | Repo | not scanned | 88,622 | n/a | AGPL-3.0 | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/repos/koala73-worldmonitor.md) |
| [World Monitor](https://upskill.coach/mcp/koala73-worldmonitor-mcp) | MCP | not scanned | 88,622 | n/a | AGPL-3.0 | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/mcp/koala73-worldmonitor-mcp.md) |
| [Scrapling MCP Server](https://upskill.coach/mcp/d4vinci-scrapling-mcp) | MCP | not scanned | 88,284 | n/a | BSD-3-Clause | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/mcp/d4vinci-scrapling-mcp.md) |
| [Netdata](https://upskill.coach/mcp/netdata-netdata-mcp) | MCP | not scanned | 80,987 | n/a | GPL-3.0 | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/mcp/netdata-netdata-mcp.md) |
| [netdata/netdata](https://upskill.coach/repos/netdata-netdata) | Repo | not scanned | 80,987 | n/a | GPL-3.0 | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/repos/netdata-netdata.md) |
| [ruflo](https://upskill.coach/mcp/ruvnet-ruflo-mcp) | MCP | not scanned | 76,023 | n/a | MIT | 2026-10-17 | Owner's operator | none yet | [md](https://upskill.coach/mcp/ruvnet-ruflo-mcp.md) |
| [ruvnet/ruflo](https://upskill.coach/repos/ruvnet-ruflo) | Repo | not scanned | 76,023 | n/a | MIT | 2026-10-17 | Owner's operator | none yet | [md](https://upskill.coach/repos/ruvnet-ruflo.md) |
| [headroom](https://upskill.coach/mcp/headroomlabs-ai-headroom-mcp) | MCP | not scanned | 75,586 | n/a | Apache-2.0 | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/mcp/headroomlabs-ai-headroom-mcp.md) |
| [headroomlabs-ai/headroom](https://upskill.coach/repos/headroomlabs-ai-headroom) | Repo | not scanned | 75,586 | n/a | Apache-2.0 | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/repos/headroomlabs-ai-headroom.md) |
| [sansan0/TrendRadar](https://upskill.coach/repos/sansan0-trendradar) | Repo | not scanned | 62,984 | n/a | GPL-3.0 | 2026-10-15 | Any agent | none yet | [md](https://upskill.coach/repos/sansan0-trendradar.md) |
| [TrendRadar](https://upskill.coach/mcp/sansan0-trendradar-mcp) | MCP | not scanned | 62,984 | n/a | GPL-3.0 | 2026-10-15 | Any agent | none yet | [md](https://upskill.coach/mcp/sansan0-trendradar-mcp.md) |
| [LibreChat](https://upskill.coach/mcp/librechat-ai-librechat-mcp) | MCP | not scanned | 45,886 | n/a | MIT | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/mcp/librechat-ai-librechat-mcp.md) |
| [LibreChat-AI/LibreChat](https://upskill.coach/repos/librechat-ai-librechat) | Repo | not scanned | 45,886 | n/a | MIT | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/repos/librechat-ai-librechat.md) |
| [HeyPuter/puter](https://upskill.coach/repos/heyputer-puter) | Repo | not scanned | 43,791 | n/a | AGPL-3.0 | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/repos/heyputer-puter.md) |
| [mcp-server](https://upskill.coach/mcp/heyputer-puter-mcp) | MCP | not scanned | 43,791 | n/a | AGPL-3.0 | 2026-10-17 | Any agent | none yet | [md](https://upskill.coach/mcp/heyputer-puter-mcp.md) |

Columns: GitHub stars come from the source repo on GitHub; skills.sh installs come from skills.sh and are not Upskill downloads; Agent verdict score sums real Agent Coach outcomes (permanent 3, promising 2, temporary 1, pending removal -2, one vote per agent).

Category: https://upskill.coach/category/devops-deploy.md