SkillTriage catalogue
Automated pre-install scans of 217 popular MCP servers and agent skills, listed from open sources (the official MCP Registry, modelcontextprotocol/servers, anthropics/skills and open community lists). Each entry is re-scanned weekly.
Verdicts. Clean: no automated check matched.
Caution: low-impact capabilities, such as starting processes and making network requests.
Review: capabilities a person should look at, such as an install script; each entry lists the reasons.
Do not install: code patterns with no ordinary use; published only after a person confirms the result, and shown as Under review until then.
Not analysed means there is no complete result: the entry is a Docker image or a source repository without a published package, or the download could not be fetched, verified or fully unpacked. The entry page says which. It is not a verdict.
Automated static analysis by MoorAI's open-source engine. A verdict describes what the package's code can do, not the intent of its authors.
Not analysed means there is no complete result: the entry is a Docker image or a source repository without a published package, or the download could not be fetched, verified or fully unpacked. The entry page says which. It is not a verdict.
Automated static analysis by MoorAI's open-source engine. A verdict describes what the package's code can do, not the intent of its authors.
135 clean · 49 caution · 13 review · 20 not analysed
Showing 217 of 217, most popular first. Popularity is npm weekly downloads or GitHub stars, as listed.
| Name | Kind | Ecosystem | Verdict | Popularity |
|---|---|---|---|---|
| @playwright/mcp | MCP server | npm | Clean | 4,633,135 npm weekly downloads |
| mcp-remote | MCP server | npm | Caution | 1,556,565 npm weekly downloads |
| Chrome DevTools MCP | MCP server | npm | Caution | 1,516,489 npm weekly downloads |
| Context7 | MCP server | npm | Clean | 1,132,952 npm weekly downloads |
| Filesystem | MCP server | npm | Clean | 613,787 npm weekly downloads |
| @modelcontextprotocol/server-pdf | MCP server | npm | Caution | 319,136 npm weekly downloads |
| brainstorming | skill | github | Clean | 287,668 github stars |
| writing-plans | skill | github | Clean | 287,668 github stars |
| Everything | MCP server | npm | Clean | 214,403 npm weekly downloads |
| @lovable.dev/mcp-js | MCP server | npm | Clean | 181,579 npm weekly downloads |
| academy-guide | skill | github | Caution | 176,739 github stars |
| algorithmic-art | skill | github | Clean | 176,739 github stars |
| brand-guidelines | skill | github | Clean | 176,739 github stars |
| canvas-design | skill | github | Clean | 176,739 github stars |
| claude-api | skill | github | Caution | 176,739 github stars |
| discernment-nudge | skill | github | Clean | 176,739 github stars |
| doc-coauthoring | skill | github | Clean | 176,739 github stars |
| docx | skill | github | Clean | 176,739 github stars |
| frontend-design | skill | github | Clean | 176,739 github stars |
| internal-comms | skill | github | Clean | 176,739 github stars |
| mcp-builder | skill | github | Clean | 176,739 github stars |
| skill | github | Clean | 176,739 github stars | |
| pptx | skill | github | Clean | 176,739 github stars |
| skill-creator | skill | github | Caution | 176,739 github stars |
| slack-gif-creator | skill | github | Clean | 176,739 github stars |
| theme-factory | skill | github | Clean | 176,739 github stars |
| web-artifacts-builder | skill | github | Clean | 176,739 github stars |
| webapp-testing | skill | github | Clean | 176,739 github stars |
| xlsx | skill | github | Clean | 176,739 github stars |
| @azure-devops/mcp | MCP server | npm | Clean | 172,288 npm weekly downloads |
| Desktop Commander | MCP server | npm | Review | 156,453 npm weekly downloads |
| @transcend-io/mcp | MCP server | npm | Clean | 149,179 npm weekly downloads |
| @pandacss/mcp | MCP server | npm | Clean | 148,041 npm weekly downloads |
| autoplan | skill | github | Clean | 133,372 github stars |
| benchmark | skill | github | Clean | 133,372 github stars |
| @notionhq/notion-mcp-server | MCP server | npm | Caution | 122,532 npm weekly downloads |
| hostinger-api-mcp | MCP server | npm | Caution | 118,476 npm weekly downloads |
| browser-use | MCP server | pypi | Caution | 114,846 github stars |
| Sequential Thinking | MCP server | npm | Clean | 106,759 npm weekly downloads |
| Memory | MCP server | npm | Clean | 104,795 npm weekly downloads |
| Azure MCP Server | MCP server | npm | Review | 104,158 npm weekly downloads |
| Slack (archived reference) | MCP server | npm | Clean | 98,707 npm weekly downloads |
| GitHub (archived reference) | MCP server | npm | Clean | 89,959 npm weekly downloads |
| agentation-mcp | MCP server | npm | Caution | 86,940 npm weekly downloads |
| Supabase | MCP server | npm | Clean | 83,962 npm weekly downloads |
| @sentry/mcp-server | MCP server | npm | Caution | 83,341 npm weekly downloads |
| @zereight/mcp-gitlab | MCP server | npm | Caution | 82,103 npm weekly downloads |
| Scrapling MCP Server | MCP server | pypi | Clean | 81,537 github stars |
| Netdata | MCP server | github | Not analysed | 80,552 github stars |
| exa-mcp-server | MCP server | npm | Caution | 79,339 npm weekly downloads |
| PostgreSQL (archived reference) | MCP server | npm | Clean | 78,432 npm weekly downloads |
| n8n-mcp | MCP server | npm | Not analysed | 77,070 npm weekly downloads |
| @turbopuffer/turbopuffer-mcp | MCP server | npm | Caution | 74,581 npm weekly downloads |
| @ui5/mcp-server | MCP server | npm | Not analysed | 74,123 npm weekly downloads |
| next-devtools-mcp | MCP server | npm | Caution | 72,601 npm weekly downloads |
| nx-mcp | MCP server | npm | Clean | 71,919 npm weekly downloads |
| @sap-ux/fiori-mcp-server | MCP server | npm | Clean | 69,678 npm weekly downloads |
| archify | skill | github | Caution | 64,996 github stars |
| @21st-dev/magic | MCP server | npm | Clean | 59,778 npm weekly downloads |
| Hevy MCP Server | MCP server | npm | Clean | 58,400 npm weekly downloads |
| xcodebuildmcp | MCP server | npm | Review | 56,901 npm weekly downloads |
| @launchdarkly/mcp-server | MCP server | npm | Clean | 56,893 npm weekly downloads |
| mongodb-mcp-server | MCP server | npm | Clean | 56,328 npm weekly downloads |
| figma-developer-mcp | MCP server | npm | Clean | 55,619 npm weekly downloads |
| ab-testing | skill | github | Clean | 50,621 github stars |
| ad-creative | skill | github | Clean | 50,621 github stars |
| io.github.tldraw/tldraw | MCP server | github | Not analysed | 50,398 github stars |
| Metabase | MCP server | github | Not analysed | 49,298 github stars |
| @microsoft/postgres-mcp | MCP server | npm | Clean | 45,724 npm weekly downloads |
| comfyui-mcp | MCP server | npm | Review | 43,607 npm weekly downloads |
| @cap-js/mcp-server | MCP server | npm | Clean | 43,166 npm weekly downloads |
| scryfall-mcp-server | MCP server | npm | Clean | 42,316 npm weekly downloads |
| @serdnaley/metabase-mcp | MCP server | npm | Clean | 41,808 npm weekly downloads |
| PostHog MCP Server | MCP server | github | Not analysed | 39,818 github stars |
| @shopify/dev-mcp | MCP server | npm | Caution | 37,353 npm weekly downloads |
| GitHub | MCP server | docker | Not analysed | 32,984 github stars |
| @aikidosec/mcp | MCP server | npm | Not analysed | 31,283 npm weekly downloads |
| composition-patterns | skill | github | Clean | 31,253 github stars |
| deploy-to-vercel | skill | github | Clean | 31,253 github stars |
| gws-admin-reports | skill | github | Clean | 31,030 github stars |
| gws-calendar | skill | github | Clean | 31,030 github stars |
| @ericthered926/duckduckgo-mcp-server | MCP server | npm | Clean | 30,494 npm weekly downloads |
| Perplexity API Platform | MCP server | npm | Caution | 30,284 npm weekly downloads |
| Serena MCP: the IDE for your agent | MCP server | pypi | Caution | 29,485 github stars |
| @mastra/mcp-docs-server | MCP server | npm | Caution | 28,891 npm weekly downloads |
| Blender MCP | MCP server | pypi | Clean | 28,800 github stars |
| Firecrawl MCP Server | MCP server | npm | Clean | 27,437 npm weekly downloads |
| aspnet-core | skill | github | Clean | 27,383 github stars |
| chatgpt-apps | skill | github | Caution | 27,383 github stars |
| ab-test-analysis | skill | github | Clean | 26,389 github stars |
| cohort-analysis | skill | github | Clean | 26,389 github stars |
| @tacticlaunch/mcp-linear | MCP server | npm | Review | 26,301 npm weekly downloads |
| @salesforce/mcp | MCP server | npm | Clean | 26,186 npm weekly downloads |
| @currents/mcp | MCP server | npm | Clean | 25,685 npm weekly downloads |
| @zencoderai/slack-mcp-server | MCP server | npm | Clean | 25,172 npm weekly downloads |
| Puppeteer (archived reference) | MCP server | npm | Clean | 25,069 npm weekly downloads |
| @apify/actors-mcp-server | MCP server | npm | Clean | 25,052 npm weekly downloads |
| @metamask/device-mcp | MCP server | npm | Clean | 24,137 npm weekly downloads |
| @mobilenext/mobile-mcp | MCP server | npm | Clean | 23,436 npm weekly downloads |
| Skyvern | MCP server | github | Not analysed | 23,016 github stars |
| Svelte MCP | MCP server | npm | Clean | 22,521 npm weekly downloads |
| @hubspot/mcp-server | MCP server | npm | Clean | 21,708 npm weekly downloads |
| CloudBase | MCP server | npm | Caution | 21,172 npm weekly downloads |
| @google-cloud/observability-mcp | MCP server | npm | Clean | 20,700 npm weekly downloads |
| Microsoft 365 MCP Server | MCP server | npm | Caution | 20,519 npm weekly downloads |
| FunASR | MCP server | docker | Not analysed | 20,376 github stars |
| agent-platform-skill-registry | skill | github | Clean | 20,063 github stars |
| alloydb-basics | skill | github | Clean | 20,063 github stars |
| apollo-client | skill | github | Clean | 19,800 github stars |
| @shortcut/mcp | MCP server | npm | Clean | 19,783 npm weekly downloads |
| @kubb/mcp | MCP server | npm | Caution | 19,668 npm weekly downloads |
| Compiler Explorer | MCP server | github | Not analysed | 19,076 github stars |
| Keploy | MCP server | github | Not analysed | 18,462 github stars |
| @google-cloud/gcloud-mcp | MCP server | npm | Clean | 18,158 npm weekly downloads |
| @winor30/mcp-server-datadog | MCP server | npm | Clean | 18,145 npm weekly downloads |
| context-degradation | skill | github | Clean | 17,996 github stars |
| context-fundamentals | skill | github | Caution | 17,996 github stars |
| slack-mcp-server | MCP server | npm | Caution | 17,928 npm weekly downloads |
| argocd-mcp | MCP server | npm | Clean | 17,824 npm weekly downloads |
| @netlify/mcp | MCP server | npm | Caution | 17,689 npm weekly downloads |
| @browserstack/mcp-server | MCP server | npm | Caution | 16,927 npm weekly downloads |
| @taazkareem/clickup-mcp-server | MCP server | npm | Caution | 16,841 npm weekly downloads |
| MCP Toolbox for Databases | MCP server | docker | Not analysed | 16,497 github stars |
| @vantasdk/vanta-mcp-server | MCP server | npm | Clean | 15,784 npm weekly downloads |
| tavily-mcp | MCP server | npm | Caution | 15,779 npm weekly downloads |
| gsap-core | skill | github | Clean | 15,375 github stars |
| gsap-frameworks | skill | github | Clean | 15,375 github stars |
| @testsprite/testsprite-mcp | MCP server | npm | Clean | 15,266 npm weekly downloads |
| OpenMetadata | MCP server | github | Not analysed | 15,226 github stars |
| @eslint/mcp | MCP server | npm | Clean | 15,012 npm weekly downloads |
| Coder | MCP server | github | Not analysed | 14,622 github stars |
| davinci-resolve-mcp | MCP server | npm | Caution | 14,209 npm weekly downloads |
| Brave Search (archived reference) | MCP server | npm | Clean | 13,797 npm weekly downloads |
| @gongrzhe/server-gmail-autoauth-mcp | MCP server | npm | Clean | 13,749 npm weekly downloads |
| Codebase Memory | MCP server | npm | Review | 13,717 npm weekly downloads |
| android-native-dev | skill | github | Clean | 13,585 github stars |
| frontend-dev | skill | github | Clean | 13,585 github stars |
| Postman MCP Server | MCP server | npm | Review | 13,285 npm weekly downloads |
| SeleniumBase MCP | MCP server | pypi | Review | 13,020 github stars |
| @google-cloud/storage-mcp | MCP server | npm | Clean | 12,962 npm weekly downloads |
| @primer/mcp | MCP server | npm | Caution | 12,436 npm weekly downloads |
| IDA Pro MCP | MCP server | pypi | Clean | 12,095 github stars |
| io.github.kubeshark/mcp | MCP server | github | Not analysed | 12,085 github stars |
| @executeautomation/playwright-mcp-server | MCP server | npm | Clean | 11,239 npm weekly downloads |
| @stripe/mcp | MCP server | npm | Clean | 11,157 npm weekly downloads |
| hf-cli | skill | github | Review | 11,059 github stars |
| huggingface-gradio | skill | github | Clean | 11,059 github stars |
| @brave/brave-search-mcp-server | MCP server | npm | Clean | 10,280 npm weekly downloads |
| @aashari/mcp-server-atlassian-jira | MCP server | npm | Review | 10,200 npm weekly downloads |
| GhidraMCP | MCP server | github | Not analysed | 10,089 github stars |
| task-master-ai | MCP server | npm | Caution | 9,868 npm weekly downloads |
| AWS API MCP Server | MCP server | pypi | Caution | 9,701 github stars |
| AWS Documentation MCP Server | MCP server | pypi | Review | 9,701 github stars |
| SearXNG Search | MCP server | npm | Clean | 9,631 npm weekly downloads |
| xberg | skill | github | Clean | 9,314 github stars |
| @tiberriver256/mcp-server-azure-devops | MCP server | npm | Clean | 9,196 npm weekly downloads |
| SmartBear MCP | MCP server | npm | Clean | 9,082 npm weekly downloads |
| @automattic/mcp-wordpress-remote | MCP server | npm | Clean | 9,069 npm weekly downloads |
| react-components | skill | github | Clean | 8,325 github stars |
| remotion | skill | github | Clean | 8,325 github stars |
| @negokaz/excel-mcp-server | MCP server | npm | Not analysed | 8,050 npm weekly downloads |
| @z_ai/mcp-server | MCP server | npm | Clean | 7,970 npm weekly downloads |
| @cocal/google-calendar-mcp | MCP server | npm | Clean | 7,967 npm weekly downloads |
| @remotion/mcp | MCP server | npm | Clean | 7,960 npm weekly downloads |
| audit-context-building | skill | github | Clean | 7,122 github stars |
| burpsuite-project-parser | skill | github | Clean | 7,122 github stars |
| windows-mcp | MCP server | pypi | Clean | 7,022 github stars |
| acquisition-channel-advisor | skill | github | Clean | 6,989 github stars |
| ai-shaped-readiness-advisor | skill | github | Clean | 6,989 github stars |
| Repowise | MCP server | pypi | Caution | 6,684 github stars |
| aig-agent-redteam | skill | github | Not analysed | 6,397 github stars |
| n8n-code-javascript | skill | github | Clean | 6,242 github stars |
| n8n-code-python | skill | github | Clean | 6,242 github stars |
| browser-act | skill | github | Clean | 5,939 github stars |
| MCP Atlassian | MCP server | pypi | Caution | 5,910 github stars |
| Zotero MCP | MCP server | pypi | Review | 5,046 github stars |
| com.mock-server/mockserver | MCP server | docker | Not analysed | 4,972 github stars |
| ha-mcp | MCP server | pypi | Caution | 4,753 github stars |
| Google Maps (archived reference) | MCP server | npm | Clean | 4,689 npm weekly downloads |
| MCP Obsidian | MCP server | pypi | Clean | 4,422 github stars |
| CodeGraphContext | MCP server | pypi | Caution | 4,196 github stars |
| Excel MCP Server | MCP server | pypi | Caution | 4,190 github stars |
| gemini-api-dev | skill | github | Caution | 4,171 github stars |
| Google Drive (archived reference) | MCP server | npm | Clean | 4,066 npm weekly downloads |
| basic-memory | MCP server | pypi | Review | 3,981 github stars |
| browser | skill | github | Caution | 3,721 github stars |
| GitLab (archived reference) | MCP server | npm | Clean | 3,492 npm weekly downloads |
| Postgres MCP Pro | MCP server | pypi | Clean | 3,308 github stars |
| Google Workspace MCP | MCP server | pypi | Caution | 3,179 github stars |
| arxiv-mcp-server | MCP server | pypi | Clean | 3,159 github stars |
| azure-kusto-graph | skill | github | Clean | 3,025 github stars |
| markstream-install | skill | github | Clean | 3,010 github stars |
| jCodemunch MCP | MCP server | pypi | Caution | 2,690 github stars |
| Redis (archived reference) | MCP server | npm | Clean | 1,756 npm weekly downloads |
| MCP Server for WinDbg Crash Analysis | MCP server | pypi | Clean | 1,578 github stars |
| Qdrant MCP Server | MCP server | pypi | Clean | 1,530 github stars |
| DuckDuckGo MCP Server | MCP server | pypi | Clean | 1,493 github stars |
| ros-mcp | MCP server | pypi | Clean | 1,458 github stars |
| MySQL MCP Server | MCP server | pypi | Clean | 1,391 github stars |
| voice-mode | MCP server | pypi | Caution | 1,368 github stars |
| Jupyter MCP Server | MCP server | pypi | Clean | 1,283 github stars |
| Meta Ads MCP | MCP server | pypi | Caution | 1,261 github stars |
| LLM Sandbox | MCP server | pypi | Caution | 1,121 github stars |
| Google Sheets MCP | MCP server | pypi | Caution | 999 github stars |
| mcp-neo4j-cypher | MCP server | pypi | Clean | 983 github stars |
| mcp-neo4j-memory | MCP server | pypi | Clean | 983 github stars |
| ClickHouse | MCP server | pypi | Clean | 873 github stars |
| mcp-server-motherduck | MCP server | pypi | Caution | 522 github stars |
| elasticsearch-mcp-server | MCP server | pypi | Caution | 307 github stars |
| OSS Snowflake MCP Server | MCP server | pypi | Clean | 297 github stars |
| AWS KB Retrieval (archived reference) | MCP server | npm | Clean | 219 npm weekly downloads |
| EverArt (archived reference) | MCP server | npm | Clean | 55 npm weekly downloads |
| Fetch | MCP server | pypi | Clean | — |
| Git | MCP server | pypi | Clean | — |
| Sentry (archived reference) | MCP server | pypi | Clean | — |
| SQLite (archived reference) | MCP server | pypi | Clean | — |
| Time | MCP server | pypi | Clean | — |