SkillTriage catalogue
Automated pre-install scans of 399 popular MCP servers and agent skills, listed from open sources (the official MCP Registry, modelcontextprotocol/servers, anthropics/skills, the mcpizy.com directory 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.
Name not published: The name does not exist — do not install. The registry lists no published version under this name, so any account can register it, and following the install command would then run whatever that account publishes.
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.
279 clean · 88 caution · 26 review · 2 under review · 4 not analysed
Showing 399 of 399, most popular first. Popularity is npm weekly downloads or GitHub stars, as listed.
| Name | Kind | Ecosystem | Verdict | Popularity | Repository |
|---|---|---|---|---|---|
| @playwright/mcp | MCP server | npm | Clean | 4,633,135 npm weekly downloads | microsoft/playwright-mcp ↗ |
| mcp-remote | MCP server | npm | Caution | 1,556,565 npm weekly downloads | punkpeye/mcp-remote ↗ |
| Chrome DevTools MCP | MCP server | npm | Caution | 1,516,489 npm weekly downloads | ChromeDevTools/chrome-devtools-mcp ↗ |
| Context7 | MCP server | npm | Clean | 1,132,952 npm weekly downloads | upstash/context7 ↗ |
| Filesystem | MCP server | npm | Clean | 613,787 npm weekly downloads | modelcontextprotocol/servers ↗ |
| Mux | MCP server | npm | Caution | 386,733 npm weekly downloads | muxinc/mux-ts ↗ |
| @modelcontextprotocol/server-pdf | MCP server | npm | Caution | 319,136 npm weekly downloads | modelcontextprotocol/ext-apps ↗ |
| brainstorming | skill | github | Clean | 287,668 github stars | obra/superpowers ↗ |
| writing-plans | skill | github | Clean | 287,668 github stars | obra/superpowers ↗ |
| Everything | MCP server | npm | Clean | 214,403 npm weekly downloads | modelcontextprotocol/servers ↗ |
| @lovable.dev/mcp-js | MCP server | npm | Clean | 181,579 npm weekly downloads | lovablelabs/lovable ↗ |
| academy-guide | skill | github | Caution | 176,739 github stars | anthropics/skills ↗ |
| algorithmic-art | skill | github | Clean | 176,739 github stars | anthropics/skills ↗ |
| brand-guidelines | skill | github | Clean | 176,739 github stars | anthropics/skills ↗ |
| canvas-design | skill | github | Clean | 176,739 github stars | anthropics/skills ↗ |
| claude-api | skill | github | Caution | 176,739 github stars | anthropics/skills ↗ |
| discernment-nudge | skill | github | Clean | 176,739 github stars | anthropics/skills ↗ |
| doc-coauthoring | skill | github | Clean | 176,739 github stars | anthropics/skills ↗ |
| docx | skill | github | Clean | 176,739 github stars | anthropics/skills ↗ |
| frontend-design | skill | github | Clean | 176,739 github stars | anthropics/skills ↗ |
| internal-comms | skill | github | Clean | 176,739 github stars | anthropics/skills ↗ |
| mcp-builder | skill | github | Clean | 176,739 github stars | anthropics/skills ↗ |
| skill | github | Clean | 176,739 github stars | anthropics/skills ↗ | |
| pptx | skill | github | Clean | 176,739 github stars | anthropics/skills ↗ |
| skill-creator | skill | github | Caution | 176,739 github stars | anthropics/skills ↗ |
| slack-gif-creator | skill | github | Clean | 176,739 github stars | anthropics/skills ↗ |
| theme-factory | skill | github | Clean | 176,739 github stars | anthropics/skills ↗ |
| web-artifacts-builder | skill | github | Clean | 176,739 github stars | anthropics/skills ↗ |
| webapp-testing | skill | github | Clean | 176,739 github stars | anthropics/skills ↗ |
| xlsx | skill | github | Clean | 176,739 github stars | anthropics/skills ↗ |
| @azure-devops/mcp | MCP server | npm | Clean | 172,288 npm weekly downloads | microsoft/azure-devops-mcp ↗ |
| Desktop Commander | MCP server | npm | Under review | 156,453 npm weekly downloads | wonderwhy-er/DesktopCommanderMCP ↗ |
| @transcend-io/mcp | MCP server | npm | Clean | 149,179 npm weekly downloads | transcend-io/tools ↗ |
| @pandacss/mcp | MCP server | npm | Clean | 148,041 npm weekly downloads | chakra-ui/panda ↗ |
| autoplan | skill | github | Clean | 133,372 github stars | garrytan/gstack ↗ |
| benchmark | skill | github | Clean | 133,372 github stars | garrytan/gstack ↗ |
| @notionhq/notion-mcp-server | MCP server | npm | Caution | 122,532 npm weekly downloads | makenotion/notion-mcp-server ↗ |
| hostinger-api-mcp | MCP server | npm | Caution | 118,476 npm weekly downloads | hostinger/api-mcp-server ↗ |
| browser-use | MCP server | pypi | Caution | 114,846 github stars | browser-use/browser-use ↗ |
| Sequential Thinking | MCP server | npm | Clean | 106,759 npm weekly downloads | modelcontextprotocol/servers ↗ |
| Memory | MCP server | npm | Clean | 104,795 npm weekly downloads | modelcontextprotocol/servers ↗ |
| Azure MCP Server | MCP server | npm | Review | 104,158 npm weekly downloads | microsoft/mcp ↗ |
| Slack (archived reference) | MCP server | npm | Clean | 98,707 npm weekly downloads | modelcontextprotocol/servers-archived ↗ |
| GitHub (archived reference) | MCP server | npm | Clean | 89,959 npm weekly downloads | modelcontextprotocol/servers-archived ↗ |
| agentation-mcp | MCP server | npm | Caution | 86,940 npm weekly downloads | — |
| Supabase | MCP server | npm | Clean | 83,962 npm weekly downloads | supabase/mcp ↗ |
| @sentry/mcp-server | MCP server | npm | Caution | 83,341 npm weekly downloads | getsentry/sentry-mcp ↗ |
| @zereight/mcp-gitlab | MCP server | npm | Caution | 82,103 npm weekly downloads | zereight/gitlab-mcp ↗ |
| Scrapling MCP Server | MCP server | pypi | Clean | 81,537 github stars | D4Vinci/Scrapling ↗ |
| Netdata | MCP server | github | Review | 80,552 github stars | netdata/netdata ↗ |
| exa-mcp-server | MCP server | npm | Caution | 79,339 npm weekly downloads | exa-labs/exa-mcp-server ↗ |
| PostgreSQL (archived reference) | MCP server | npm | Clean | 78,432 npm weekly downloads | modelcontextprotocol/servers-archived ↗ |
| n8n-mcp | MCP server | npm | Caution | 77,070 npm weekly downloads | czlonkowski/n8n-mcp ↗ |
| @turbopuffer/turbopuffer-mcp | MCP server | npm | Caution | 74,581 npm weekly downloads | turbopuffer/turbopuffer-typescript ↗ |
| @ui5/mcp-server | MCP server | npm | Clean | 74,123 npm weekly downloads | UI5/mcp-server ↗ |
| next-devtools-mcp | MCP server | npm | Caution | 72,601 npm weekly downloads | vercel/next-devtools-mcp ↗ |
| nx-mcp | MCP server | npm | Clean | 71,919 npm weekly downloads | nrwl/nx-console ↗ |
| @sap-ux/fiori-mcp-server | MCP server | npm | Clean | 69,678 npm weekly downloads | SAP/open-ux-tools ↗ |
| archify | skill | github | Clean | 64,996 github stars | tt-a1i/archify ↗ |
| @21st-dev/magic | MCP server | npm | Clean | 59,778 npm weekly downloads | 21st-dev/magic-mcp ↗ |
| Hevy MCP Server | MCP server | npm | Clean | 58,400 npm weekly downloads | chrisdoc/hevy-mcp ↗ |
| xcodebuildmcp | MCP server | npm | Review | 56,901 npm weekly downloads | getsentry/XcodeBuildMCP ↗ |
| @launchdarkly/mcp-server | MCP server | npm | Caution | 56,893 npm weekly downloads | launchdarkly/mcp-server ↗ |
| mongodb-mcp-server | MCP server | npm | Clean | 56,328 npm weekly downloads | mongodb-js/mongodb-mcp-server ↗ |
| figma-developer-mcp | MCP server | npm | Clean | 55,619 npm weekly downloads | GLips/Figma-Context-MCP ↗ |
| ab-testing | skill | github | Clean | 50,621 github stars | coreyhaines31/marketingskills ↗ |
| ad-creative | skill | github | Clean | 50,621 github stars | coreyhaines31/marketingskills ↗ |
| io.github.tldraw/tldraw | MCP server | github | Review | 50,398 github stars | tldraw/tldraw ↗ |
| Metabase | MCP server | github | Review | 49,298 github stars | metabase/metabase ↗ |
| @microsoft/postgres-mcp | MCP server | npm | Clean | 45,724 npm weekly downloads | microsoft/postgres-mcp ↗ |
| comfyui-mcp | MCP server | npm | Review | 43,607 npm weekly downloads | artokun/comfyui-mcp ↗ |
| @cap-js/mcp-server | MCP server | npm | Caution | 43,166 npm weekly downloads | cap-js/mcp-server ↗ |
| scryfall-mcp-server | MCP server | npm | Clean | 42,316 npm weekly downloads | modelcontextprotocol.io ↗ |
| @serdnaley/metabase-mcp | MCP server | npm | Clean | 41,808 npm weekly downloads | Serdnaley/metabase-mcp ↗ |
| @shopify/dev-mcp | MCP server | npm | Caution | 37,353 npm weekly downloads | — |
| GitHub | MCP server | docker | Not analysed | 32,984 github stars | github/github-mcp-server ↗ |
| CircleCI | MCP server | npm | Clean | 31,718 npm weekly downloads | CircleCI-Public/mcp-server-circleci ↗ |
| @aikidosec/mcp | MCP server | npm | Caution | 31,283 npm weekly downloads | — |
| composition-patterns | skill | github | Clean | 31,253 github stars | vercel-labs/agent-skills ↗ |
| deploy-to-vercel | skill | github | Clean | 31,253 github stars | vercel-labs/agent-skills ↗ |
| gws-admin-reports | skill | github | Clean | 31,030 github stars | googleworkspace/cli ↗ |
| gws-calendar | skill | github | Clean | 31,030 github stars | googleworkspace/cli ↗ |
| @ericthered926/duckduckgo-mcp-server | MCP server | npm | Clean | 30,494 npm weekly downloads | ericthered926/duckduckgo-mcp-server ↗ |
| Perplexity API Platform | MCP server | npm | Caution | 30,284 npm weekly downloads | perplexityai/modelcontextprotocol ↗ |
| Serena MCP: the IDE for your agent | MCP server | pypi | Caution | 29,485 github stars | oraios/serena ↗ |
| @mastra/mcp-docs-server | MCP server | npm | Caution | 28,891 npm weekly downloads | mastra-ai/mastra ↗ |
| Blender MCP | MCP server | pypi | Clean | 28,800 github stars | ahujasid/blender-mcp ↗ |
| Firecrawl MCP Server | MCP server | npm | Clean | 27,437 npm weekly downloads | firecrawl/firecrawl-mcp-server ↗ |
| aspnet-core | skill | github | Clean | 27,383 github stars | openai/skills ↗ |
| chatgpt-apps | skill | github | Caution | 27,383 github stars | openai/skills ↗ |
| ab-test-analysis | skill | github | Clean | 26,389 github stars | phuryn/pm-skills ↗ |
| cohort-analysis | skill | github | Clean | 26,389 github stars | phuryn/pm-skills ↗ |
| @tacticlaunch/mcp-linear | MCP server | npm | Review | 26,301 npm weekly downloads | tacticlaunch/mcp-linear ↗ |
| @salesforce/mcp | MCP server | npm | Clean | 26,186 npm weekly downloads | salesforcecli/mcp ↗ |
| @currents/mcp | MCP server | npm | Clean | 25,685 npm weekly downloads | currents-dev/currents-mcp ↗ |
| @zencoderai/slack-mcp-server | MCP server | npm | Clean | 25,172 npm weekly downloads | zencoderai/slack-mcp-server ↗ |
| Puppeteer (archived reference) | MCP server | npm | Clean | 25,069 npm weekly downloads | modelcontextprotocol/servers-archived ↗ |
| @apify/actors-mcp-server | MCP server | npm | Caution | 25,052 npm weekly downloads | apify/apify-mcp-server ↗ |
| @metamask/device-mcp | MCP server | npm | Clean | 24,137 npm weekly downloads | MetaMask/device-mcp ↗ |
| @mobilenext/mobile-mcp | MCP server | npm | Clean | 23,436 npm weekly downloads | mobile-next/mobile-mcp ↗ |
| Skyvern | MCP server | github | Under review | 23,016 github stars | Skyvern-AI/skyvern ↗ |
| Svelte MCP | MCP server | npm | Clean | 22,521 npm weekly downloads | sveltejs/ai-tools ↗ |
| @hubspot/mcp-server | MCP server | npm | Clean | 21,708 npm weekly downloads | — |
| CloudBase | MCP server | npm | Clean | 21,172 npm weekly downloads | TencentCloudBase/CloudBase-AI-Toolkit ↗ |
| @google-cloud/observability-mcp | MCP server | npm | Clean | 20,700 npm weekly downloads | googleapis/gcloud-mcp ↗ |
| Microsoft 365 MCP Server | MCP server | npm | Caution | 20,519 npm weekly downloads | Softeria/ms-365-mcp-server ↗ |
| FunASR | MCP server | docker | Not analysed | 20,376 github stars | modelscope/FunASR ↗ |
| agent-platform-skill-registry | skill | github | Clean | 20,063 github stars | google/skills ↗ |
| alloydb-basics | skill | github | Clean | 20,063 github stars | google/skills ↗ |
| Resend | MCP server | npm | Clean | 19,831 npm weekly downloads | resend/resend-mcp ↗ |
| apollo-client | skill | github | Clean | 19,800 github stars | apollographql/apollo-client ↗ |
| @shortcut/mcp | MCP server | npm | Clean | 19,783 npm weekly downloads | useshortcut/mcp-server-shortcut ↗ |
| @kubb/mcp | MCP server | npm | Clean | 19,668 npm weekly downloads | kubb-labs/kubb ↗ |
| Compiler Explorer | MCP server | github | Review | 19,076 github stars | compiler-explorer/compiler-explorer ↗ |
| Keploy | MCP server | github | Review | 18,462 github stars | keploy/keploy ↗ |
| @google-cloud/gcloud-mcp | MCP server | npm | Clean | 18,158 npm weekly downloads | googleapis/gcloud-mcp ↗ |
| @winor30/mcp-server-datadog | MCP server | npm | Clean | 18,145 npm weekly downloads | winor30/mcp-server-datadog ↗ |
| context-degradation | skill | github | Clean | 17,996 github stars | muratcankoylan/Agent-Skills-for-Context-Engineering ↗ |
| context-fundamentals | skill | github | Caution | 17,996 github stars | muratcankoylan/Agent-Skills-for-Context-Engineering ↗ |
| slack-mcp-server | MCP server | npm | Caution | 17,928 npm weekly downloads | korotovsky/slack-mcp-server ↗ |
| argocd-mcp | MCP server | npm | Clean | 17,824 npm weekly downloads | argoproj-labs/mcp-for-argocd ↗ |
| @netlify/mcp | MCP server | npm | Caution | 17,689 npm weekly downloads | netlify/netlify-mcp ↗ |
| @browserstack/mcp-server | MCP server | npm | Caution | 16,927 npm weekly downloads | browserstack/mcp-server ↗ |
| @taazkareem/clickup-mcp-server | MCP server | npm | Caution | 16,841 npm weekly downloads | taazkareem/clickup-mcp-server ↗ |
| MCP Toolbox for Databases | MCP server | docker | Not analysed | 16,497 github stars | googleapis/mcp-toolbox ↗ |
| @vantasdk/vanta-mcp-server | MCP server | npm | Clean | 15,784 npm weekly downloads | VantaInc/vanta-mcp-server ↗ |
| tavily-mcp | MCP server | npm | Caution | 15,779 npm weekly downloads | tavily-ai/tavily-mcp ↗ |
| gsap-core | skill | github | Clean | 15,375 github stars | greensock/gsap-skills ↗ |
| gsap-frameworks | skill | github | Clean | 15,375 github stars | greensock/gsap-skills ↗ |
| @testsprite/testsprite-mcp | MCP server | npm | Clean | 15,266 npm weekly downloads | — |
| OpenMetadata | MCP server | github | Review | 15,226 github stars | open-metadata/OpenMetadata ↗ |
| @eslint/mcp | MCP server | npm | Clean | 15,012 npm weekly downloads | eslint/rewrite ↗ |
| Coder | MCP server | github | Review | 14,622 github stars | coder/coder ↗ |
| davinci-resolve-mcp | MCP server | npm | Caution | 14,209 npm weekly downloads | samuelgursky/davinci-resolve-mcp ↗ |
| Brave Search (archived reference) | MCP server | npm | Clean | 13,797 npm weekly downloads | modelcontextprotocol/servers-archived ↗ |
| @gongrzhe/server-gmail-autoauth-mcp | MCP server | npm | Clean | 13,749 npm weekly downloads | gongrzhe/server-gmail-autoauth-mcp ↗ |
| Codebase Memory | MCP server | npm | Review | 13,717 npm weekly downloads | DeusData/codebase-memory-mcp ↗ |
| android-native-dev | skill | github | Clean | 13,585 github stars | MiniMax-AI/skills ↗ |
| frontend-dev | skill | github | Clean | 13,585 github stars | MiniMax-AI/skills ↗ |
| Postman MCP Server | MCP server | npm | Review | 13,285 npm weekly downloads | postmanlabs/postman-mcp-server ↗ |
| SeleniumBase MCP | MCP server | pypi | Review | 13,020 github stars | seleniumbase/SeleniumBase ↗ |
| @google-cloud/storage-mcp | MCP server | npm | Clean | 12,962 npm weekly downloads | googleapis/gcloud-mcp ↗ |
| @primer/mcp | MCP server | npm | Caution | 12,436 npm weekly downloads | primer/react ↗ |
| GitKraken | MCP server | npm | Review | 12,113 npm weekly downloads | gitkraken/gk-cli ↗ |
| IDA Pro MCP | MCP server | pypi | Clean | 12,095 github stars | mrexodia/ida-pro-mcp ↗ |
| io.github.kubeshark/mcp | MCP server | github | Review | 12,085 github stars | kubeshark/kubeshark ↗ |
| @executeautomation/playwright-mcp-server | MCP server | npm | Clean | 11,239 npm weekly downloads | executeautomation/mcp-playwright ↗ |
| @stripe/mcp | MCP server | npm | Clean | 11,157 npm weekly downloads | stripe/ai ↗ |
| hf-cli | skill | github | Review | 11,059 github stars | huggingface/skills ↗ |
| huggingface-gradio | skill | github | Clean | 11,059 github stars | huggingface/skills ↗ |
| @brave/brave-search-mcp-server | MCP server | npm | Caution | 10,280 npm weekly downloads | brave/brave-search-mcp-server ↗ |
| @aashari/mcp-server-atlassian-jira | MCP server | npm | Review | 10,200 npm weekly downloads | aashari/mcp-server-atlassian-jira ↗ |
| GhidraMCP | MCP server | github | Clean | 10,089 github stars | LaurieWired/GhidraMCP ↗ |
| Bright Data | MCP server | npm | Clean | 10,020 npm weekly downloads | brightdata/brightdata-mcp ↗ |
| MySQL | MCP server | npm | Clean | 9,888 npm weekly downloads | benborla/mcp-server-mysql ↗ |
| task-master-ai | MCP server | npm | Caution | 9,868 npm weekly downloads | eyaltoledano/claude-task-master ↗ |
| AWS API MCP Server | MCP server | pypi | Caution | 9,701 github stars | awslabs/mcp ↗ |
| AWS Documentation MCP Server | MCP server | pypi | Review | 9,701 github stars | awslabs/mcp ↗ |
| SearXNG Search | MCP server | npm | Clean | 9,631 npm weekly downloads | ihor-sokoliuk/mcp-searxng ↗ |
| SSH | MCP server | npm | Caution | 9,328 npm weekly downloads | tufantunc/ssh-mcp ↗ |
| xberg | skill | github | Clean | 9,314 github stars | xberg-io/xberg ↗ |
| @tiberriver256/mcp-server-azure-devops | MCP server | npm | Caution | 9,196 npm weekly downloads | Tiberriver256/mcp-server-azure-devops ↗ |
| BrowserMCP | MCP server | npm | Clean | 9,107 npm weekly downloads | browsermcp/mcp ↗ |
| SmartBear MCP | MCP server | npm | Clean | 9,082 npm weekly downloads | SmartBear/smartbear-mcp ↗ |
| @automattic/mcp-wordpress-remote | MCP server | npm | Clean | 9,069 npm weekly downloads | Automattic/mcp-wordpress-remote ↗ |
| Kubernetes | MCP server | npm | Clean | 8,816 npm weekly downloads | Flux159/mcp-server-kubernetes ↗ |
| react-components | skill | github | Clean | 8,325 github stars | google-labs-code/stitch-skills ↗ |
| remotion | skill | github | Clean | 8,325 github stars | google-labs-code/stitch-skills ↗ |
| @negokaz/excel-mcp-server | MCP server | npm | Clean | 8,050 npm weekly downloads | — |
| @z_ai/mcp-server | MCP server | npm | Clean | 7,970 npm weekly downloads | docs.z.ai ↗ |
| @cocal/google-calendar-mcp | MCP server | npm | Clean | 7,967 npm weekly downloads | nspady/google-calendar-mcp ↗ |
| @remotion/mcp | MCP server | npm | Clean | 7,960 npm weekly downloads | remotion-dev/remotion ↗ |
| audit-context-building | skill | github | Clean | 7,122 github stars | trailofbits/skills ↗ |
| burpsuite-project-parser | skill | github | Clean | 7,122 github stars | trailofbits/skills ↗ |
| windows-mcp | MCP server | pypi | Clean | 7,022 github stars | CursorTouch/Windows-MCP ↗ |
| acquisition-channel-advisor | skill | github | Clean | 6,989 github stars | deanpeters/Product-Manager-Skills ↗ |
| ai-shaped-readiness-advisor | skill | github | Clean | 6,989 github stars | deanpeters/Product-Manager-Skills ↗ |
| GrowthBook | MCP server | npm | Caution | 6,849 npm weekly downloads | growthbook/growthbook-mcp ↗ |
| Repowise | MCP server | pypi | Caution | 6,684 github stars | repowise-dev/repowise ↗ |
| Pulumi | MCP server | npm | Caution | 6,618 npm weekly downloads | www.pulumi.com ↗ |
| aig-agent-redteam | skill | github | Caution | 6,397 github stars | Tencent/AI-Infra-Guard ↗ |
| n8n-code-javascript | skill | github | Clean | 6,242 github stars | czlonkowski/n8n-skills ↗ |
| n8n-code-python | skill | github | Clean | 6,242 github stars | czlonkowski/n8n-skills ↗ |
| Auth0 | MCP server | npm | Caution | 6,194 npm weekly downloads | auth0/auth0-mcp-server ↗ |
| browser-act | skill | github | Clean | 5,939 github stars | browser-act/skills ↗ |
| MCP Atlassian | MCP server | pypi | Caution | 5,910 github stars | sooperset/mcp-atlassian ↗ |
| InstantDB | MCP server | npm | Clean | 5,735 npm weekly downloads | instantdb/instant ↗ |
| Zotero MCP | MCP server | pypi | Review | 5,046 github stars | 54yyyu/zotero-mcp ↗ |
| com.mock-server/mockserver | MCP server | docker | Not analysed | 4,972 github stars | mock-server/mockserver-monorepo ↗ |
| Pinecone | MCP server | npm | Clean | 4,797 npm weekly downloads | pinecone-io/pinecone-mcp ↗ |
| ha-mcp | MCP server | pypi | Caution | 4,753 github stars | homeassistant-ai/ha-mcp ↗ |
| Harness | MCP server | npm | Review | 4,730 npm weekly downloads | harness/mcp-server ↗ |
| Google Maps (archived reference) | MCP server | npm | Clean | 4,689 npm weekly downloads | modelcontextprotocol/servers-archived ↗ |
| Railway | MCP server | npm | Clean | 4,565 npm weekly downloads | railwayapp/railway-mcp-server ↗ |
| MCP Obsidian | MCP server | pypi | Clean | 4,422 github stars | markuspfundstein/mcp-obsidian ↗ |
| CodeGraphContext | MCP server | pypi | Caution | 4,196 github stars | shashankss1205/codegraphcontext ↗ |
| Clerk | MCP server | npm | Clean | 4,190 npm weekly downloads | clerk/javascript ↗ |
| Excel MCP Server | MCP server | pypi | Caution | 4,190 github stars | haris-musa/excel-mcp-server ↗ |
| gemini-api-dev | skill | github | Caution | 4,171 github stars | google-gemini/gemini-skills ↗ |
| Google Drive (archived reference) | MCP server | npm | Clean | 4,066 npm weekly downloads | modelcontextprotocol/servers-archived ↗ |
| basic-memory | MCP server | pypi | Review | 3,981 github stars | basicmachines-co/basic-memory ↗ |
| Chart (AntV) | MCP server | npm | Clean | 3,979 npm weekly downloads | antvis/mcp-server-chart ↗ |
| browser | skill | github | Caution | 3,721 github stars | browserbase/skills ↗ |
| Obsidian | MCP server | npm | Clean | 3,699 npm weekly downloads | StevenStavrakis/obsidian-mcp ↗ |
| GitLab (archived reference) | MCP server | npm | Clean | 3,492 npm weekly downloads | modelcontextprotocol/servers-archived ↗ |
| Safari | MCP server | npm | Review | 3,319 npm weekly downloads | achiya-automation/safari-mcp ↗ |
| Postgres MCP Pro | MCP server | pypi | Clean | 3,308 github stars | crystaldba/postgres-mcp ↗ |
| Google Workspace MCP | MCP server | pypi | Caution | 3,179 github stars | taylorwilsdon/google_workspace_mcp ↗ |
| arxiv-mcp-server | MCP server | pypi | Clean | 3,159 github stars | blazickjp/arxiv-mcp-server ↗ |
| Excalidraw | MCP server | npm | Clean | 3,095 npm weekly downloads | — |
| azure-kusto-graph | skill | github | Clean | 3,025 github stars | microsoft/skills ↗ |
| markstream-install | skill | github | Clean | 3,010 github stars | Simon-He95/markstream-vue ↗ |
| jCodemunch MCP | MCP server | pypi | Caution | 2,690 github stars | jgravelle/jcodemunch-mcp ↗ |
| Browserbase | MCP server | npm | Clean | 2,459 npm weekly downloads | browserbase/mcp-server-browserbase ↗ |
| Square | MCP server | npm | Clean | 2,458 npm weekly downloads | — |
| Elasticsearch | MCP server | npm | Clean | 2,385 npm weekly downloads | elastic/mcp-server-elasticsearch ↗ |
| Discourse | MCP server | npm | Caution | 2,380 npm weekly downloads | discourse/discourse-mcp ↗ |
| Google Cloud Run | MCP server | npm | Caution | 2,358 npm weekly downloads | GoogleCloudPlatform/cloud-run-mcp ↗ |
| Supabase | MCP server | npm | Clean | 2,196 npm weekly downloads | Cappahccino/SB-MCP ↗ |
| Neon | MCP server | npm | Caution | 2,180 npm weekly downloads | neondatabase/mcp-server-neon ↗ |
| Figma | MCP server | npm | Clean | 1,978 npm weekly downloads | — |
| Redis (archived reference) | MCP server | npm | Clean | 1,756 npm weekly downloads | modelcontextprotocol/servers-archived ↗ |
| Replicate | MCP server | npm | Clean | 1,678 npm weekly downloads | replicate.com ↗ |
| MCP Server for WinDbg Crash Analysis | MCP server | pypi | Clean | 1,578 github stars | svnscha/mcp-windbg ↗ |
| Hyperbrowser | MCP server | npm | Clean | 1,564 npm weekly downloads | hyperbrowserai/mcp ↗ |
| Qdrant MCP Server | MCP server | pypi | Clean | 1,530 github stars | qdrant/mcp-server-qdrant ↗ |
| E2B | MCP server | npm | Clean | 1,505 npm weekly downloads | e2b-dev/mcp-server ↗ |
| DuckDuckGo MCP Server | MCP server | pypi | Clean | 1,493 github stars | nickclyde/duckduckgo-mcp-server ↗ |
| ros-mcp | MCP server | pypi | Clean | 1,458 github stars | robotmcp/ros-mcp-server ↗ |
| MySQL MCP Server | MCP server | pypi | Clean | 1,391 github stars | designcomputer/mysql_mcp_server ↗ |
| Cloudflare | MCP server | npm | Caution | 1,381 npm weekly downloads | cloudflare/mcp-server-cloudflare ↗ |
| voice-mode | MCP server | pypi | Caution | 1,368 github stars | mbailey/voicemode ↗ |
| Firefox | MCP server | npm | Caution | 1,343 npm weekly downloads | mozilla/firefox-devtools-mcp ↗ |
| Prometheus | MCP server | npm | Clean | 1,337 npm weekly downloads | idanfishman/prometheus-mcp ↗ |
| Gitee | MCP server | npm | Caution | 1,335 npm weekly downloads | gitee.com ↗ |
| IPLocate | MCP server | npm | Caution | 1,294 npm weekly downloads | — |
| Jupyter MCP Server | MCP server | pypi | Clean | 1,283 github stars | datalayer/jupyter-mcp-server ↗ |
| Meta Ads MCP | MCP server | pypi | Caution | 1,261 github stars | pipeboard-co/meta-ads-mcp ↗ |
| Mapbox | MCP server | npm | Review | 1,255 npm weekly downloads | mapbox/mcp-server ↗ |
| Postmark | MCP server | npm | Caution | 1,227 npm weekly downloads | activecampaign/postmark-mcp ↗ |
| LLM Sandbox | MCP server | pypi | Caution | 1,121 github stars | vndee/llm-sandbox ↗ |
| New Relic | MCP server | npm | Clean | 1,120 npm weekly downloads | cloudbring/newrelic-mcp ↗ |
| JetBrains | MCP server | npm | Clean | 1,103 npm weekly downloads | JetBrains/mcp-jetbrains ↗ |
| Twilio | MCP server | npm | Clean | 1,073 npm weekly downloads | — |
| Mailgun | MCP server | npm | Clean | 1,041 npm weekly downloads | mailgun/mailgun-mcp-server ↗ |
| Google Sheets MCP | MCP server | pypi | Caution | 999 github stars | xing5/mcp-google-sheets ↗ |
| mcp-neo4j-cypher | MCP server | pypi | Clean | 983 github stars | neo4j-contrib/mcp-neo4j ↗ |
| mcp-neo4j-memory | MCP server | pypi | Clean | 983 github stars | neo4j-contrib/mcp-neo4j ↗ |
| Perplexity | MCP server | npm | Clean | 982 npm weekly downloads | DaInfernalCoder/researcher-mcp ↗ |
| MySQL | MCP server | npm | Clean | 928 npm weekly downloads | — |
| Hugging Face | MCP server | npm | Clean | 908 npm weekly downloads | evalstate/hf-mcp-server ↗ |
| ClickHouse | MCP server | pypi | Clean | 873 github stars | ClickHouse/mcp-clickhouse ↗ |
| Cypress | MCP server | npm | Clean | 863 npm weekly downloads | jams4code/cypress-mcp ↗ |
| Ollama | MCP server | npm | Clean | 859 npm weekly downloads | rawveg/ollama-mcp ↗ |
| Terraform | MCP server | npm | Clean | 844 npm weekly downloads | thrashr888/terraform-mcp-server ↗ |
| Ref | MCP server | npm | Clean | 799 npm weekly downloads | — |
| LINE | MCP server | npm | Clean | 796 npm weekly downloads | line/line-bot-mcp-server ↗ |
| EdgeOne Pages | MCP server | npm | Clean | 682 npm weekly downloads | TencentEdgeOne/edgeone-pages-mcp ↗ |
| Jenkins | MCP server | npm | Clean | 672 npm weekly downloads | mcpland/jenkins-mcp ↗ |
| Wikipedia | MCP server | npm | Clean | 663 npm weekly downloads | timjuenemann/wikipedia-mcp ↗ |
| VS Code | MCP server | npm | Clean | 592 npm weekly downloads | — |
| PayPal | MCP server | npm | Clean | 578 npm weekly downloads | — |
| mcp-server-motherduck | MCP server | pypi | Caution | 522 github stars | motherduckdb/mcp-server-motherduck ↗ |
| Jira | MCP server | npm | Clean | 467 npm weekly downloads | — |
| AgentRPC | MCP server | npm | Clean | 452 npm weekly downloads | agentrpc/agentrpc ↗ |
| Mailtrap | MCP server | npm | Clean | 417 npm weekly downloads | mailtrap/mailtrap-mcp ↗ |
| Carbon Voice | MCP server | npm | Clean | 401 npm weekly downloads | PhononX/cv-mcp-server ↗ |
| ShopSavvy | MCP server | npm | Clean | 398 npm weekly downloads | shopsavvy/shopsavvy-mcp-server ↗ |
| Taskade | MCP server | npm | Clean | 388 npm weekly downloads | taskade/mcp ↗ |
| Blender | MCP server | npm | Clean | 383 npm weekly downloads | — |
| ECharts | MCP server | npm | Clean | 383 npm weekly downloads | hustcc/mcp-echarts ↗ |
| Graphlit | MCP server | npm | Clean | 360 npm weekly downloads | graphlit/graphlit-mcp-server ↗ |
| Decodo | MCP server | npm | Clean | 324 npm weekly downloads | Decodo/mcp-server ↗ |
| Octagon | MCP server | npm | Clean | 319 npm weekly downloads | OctagonAI/octagon-mcp-server ↗ |
| CoinGecko | MCP server | npm | Caution | 312 npm weekly downloads | coingecko/coingecko-typescript ↗ |
| Driflyte | MCP server | npm | Caution | 308 npm weekly downloads | serkan-ozal/driflyte-mcp-server ↗ |
| elasticsearch-mcp-server | MCP server | pypi | Caution | 307 github stars | cr7258/elasticsearch-mcp-server ↗ |
| OSS Snowflake MCP Server | MCP server | pypi | Clean | 297 github stars | Snowflake-Labs/mcp ↗ |
| RAD Security | MCP server | npm | Clean | 290 npm weekly downloads | rad-security/mcp-server ↗ |
| Last9 | MCP server | npm | Review | 284 npm weekly downloads | last9/last9-mcp-server ↗ |
| Scrapeless | MCP server | npm | Clean | 276 npm weekly downloads | scrapeless-ai/scrapeless-mcp-server ↗ |
| Debugg AI | MCP server | npm | Caution | 270 npm weekly downloads | debugg-ai/debugg-ai-mcp ↗ |
| EduBase | MCP server | npm | Clean | 265 npm weekly downloads | EduBase/MCP ↗ |
| Search1API | MCP server | npm | Clean | 241 npm weekly downloads | superagents-lab/search1api-mcp ↗ |
| AWS KB Retrieval (archived reference) | MCP server | npm | Clean | 219 npm weekly downloads | modelcontextprotocol/servers-archived ↗ |
| LocalStack | MCP server | npm | Clean | 209 npm weekly downloads | localstack/localstack-mcp-server ↗ |
| Linked API | MCP server | npm | Clean | 207 npm weekly downloads | — |
| Aiven | MCP server | npm | Clean | 203 npm weekly downloads | Aiven-Open/mcp-aiven ↗ |
| OpenAI | MCP server | npm | Clean | 185 npm weekly downloads | cjinghong/openai-mcp-server ↗ |
| Kontent.ai | MCP server | npm | Clean | 160 npm weekly downloads | kontent-ai/mcp-server ↗ |
| Todoist | MCP server | npm | Clean | 156 npm weekly downloads | stevengonsalvez/todoist-mcp ↗ |
| Dart | MCP server | npm | Clean | 151 npm weekly downloads | its-dart/dart-mcp-server ↗ |
| Discord | MCP server | npm | Clean | 148 npm weekly downloads | olivierdebeufderijcker/discord-mcp ↗ |
| DexPaprika | MCP server | npm | Clean | 141 npm weekly downloads | coinpaprika/dexpaprika-mcp ↗ |
| AgentQL | MCP server | npm | Clean | 130 npm weekly downloads | tinyfish-io/agentql-mcp ↗ |
| DuckDuckGo | MCP server | npm | Clean | 119 npm weekly downloads | T1ckbase/duckduckgo-mcp ↗ |
| Google Calendar | MCP server | npm | Clean | 88 npm weekly downloads | — |
| Make (Integromat) | MCP server | npm | Clean | 85 npm weekly downloads | integromat/make-mcp-server ↗ |
| GoLogin | MCP server | npm | Clean | 80 npm weekly downloads | — |
| Comet Opik | MCP server | npm | Clean | 70 npm weekly downloads | comet-ml/opik-mcp ↗ |
| AWS S3 | MCP server | npm | Caution | 67 npm weekly downloads | ofershap/mcp-server-s3 ↗ |
| Supadata | MCP server | npm | Caution | 67 npm weekly downloads | supadata-ai/mcp ↗ |
| gotoHuman | MCP server | npm | Clean | 58 npm weekly downloads | — |
| YouTube Transcript | MCP server | npm | Clean | 58 npm weekly downloads | — |
| Spotify | MCP server | npm | Clean | 57 npm weekly downloads | calebWei/SpotifyMCP ↗ |
| Deep Research | MCP server | npm | Clean | 56 npm weekly downloads | OctagonAI/octagon-deep-research-mcp ↗ |
| EverArt (archived reference) | MCP server | npm | Clean | 55 npm weekly downloads | modelcontextprotocol/servers-archived ↗ |
| QA Sphere | MCP server | npm | Caution | 55 npm weekly downloads | Hypersequent/qasphere-mcp ↗ |
| Pusher | MCP server | npm | Clean | 48 npm weekly downloads | CrashBytes/pusher-mcp-server ↗ |
| Powertools for AWS Lambda | MCP server | npm | Clean | 47 npm weekly downloads | aws-powertools/powertools-mcp ↗ |
| FlyonUI | MCP server | npm | Clean | 45 npm weekly downloads | flyonui.com ↗ |
| ForeverVM | MCP server | npm | Clean | 39 npm weekly downloads | jamsocket/forevervm ↗ |
| Bankless Onchain | MCP server | npm | Caution | 38 npm weekly downloads | Bankless/onchain-mcp ↗ |
| Bitcoin | MCP server | npm | Clean | 37 npm weekly downloads | — |
| Powerdrill | MCP server | npm | Clean | 37 npm weekly downloads | powerdrillai/powerdrill-mcp ↗ |
| Chargebee | MCP server | npm | Clean | 35 npm weekly downloads | chargebee/agentkit ↗ |
| Telegram | MCP server | npm | Clean | 35 npm weekly downloads | — |
| Elasticsearch | MCP server | npm | Clean | 30 npm weekly downloads | RajwardhanShinde/elk-mcp ↗ |
| Rember | MCP server | npm | Clean | 29 npm weekly downloads | rember/rember-mcp ↗ |
| Crawlbase | MCP server | npm | Clean | 26 npm weekly downloads | crawlbase/crawlbase-mcp ↗ |
| Email (IMAP) | MCP server | npm | Clean | 26 npm weekly downloads | — |
| ScreenshotOne | MCP server | npm | Clean | 26 npm weekly downloads | mrgoonie/screenshotone-mcp-server ↗ |
| MCP server | npm | Review | 25 npm weekly downloads | Candombe/whatsapp-mcp ↗ | |
| FetchSERP | MCP server | npm | Clean | 21 npm weekly downloads | fetchserp/fetchserp-mcp-server-node ↗ |
| Mercado Libre | MCP server | npm | Clean | 21 npm weekly downloads | — |
| Mercado Pago | MCP server | npm | Clean | 21 npm weekly downloads | — |
| Token Metrics | MCP server | npm | Clean | 20 npm weekly downloads | token-metrics/mcp ↗ |
| Alby Bitcoin | MCP server | npm | Clean | 18 npm weekly downloads | getAlby/mcp ↗ |
| Riza | MCP server | npm | Clean | 18 npm weekly downloads | — |
| 4everland | MCP server | npm | Clean | 17 npm weekly downloads | 4everland/4everland-hosting-mcp ↗ |
| DINO-X | MCP server | npm | Clean | 15 npm weekly downloads | IDEA-Research/DINO-X-MCP ↗ |
| OpenAPI | MCP server | npm | Clean | 15 npm weekly downloads | — |
| Gluestack UI | MCP server | npm | Clean | 14 npm weekly downloads | gauravsaini/gluestack-ui-mcp-server ↗ |
| Pinecone | MCP server | npm | Clean | 12 npm weekly downloads | YOUR_USERNAME/pinecone-mcp ↗ |
| Postman | MCP server | npm | Clean | 12 npm weekly downloads | salehkhatri/postman-mcp ↗ |
| Audiense Insights | MCP server | npm | Caution | 11 npm weekly downloads | AudienseCo/mcp-audiense-insights ↗ |
| Buildable | MCP server | npm | Clean | 11 npm weekly downloads | bldbl.dev ↗ |
| Routine | MCP server | npm | Clean | 11 npm weekly downloads | — |
| Weather | MCP server | npm | Clean | 9 npm weekly downloads | — |
| Raindrop | MCP server | npm | Clean | 8 npm weekly downloads | — |
| Drand | MCP server | npm | Clean | 7 npm weekly downloads | randa-mu/drand-mcp-server ↗ |
| Selenium | MCP server | npm | Clean | 6 npm weekly downloads | — |
| Integration App | MCP server | npm | Clean | 5 npm weekly downloads | — |
| PlainSignal | MCP server | npm | Clean | 5 npm weekly downloads | plainsignal/plainsignal-mcp ↗ |
| Redis | MCP server | npm | Clean | 5 npm weekly downloads | — |
| Inbox Zero | MCP server | npm | Clean | 4 npm weekly downloads | — |
| TMDB | MCP server | npm | Clean | 4 npm weekly downloads | drakonkat/wizzy-mcp-tmdb ↗ |
| Ethereum | MCP server | npm | Clean | 3 npm weekly downloads | Axom-ai/ethereum-mcp ↗ |
| Milvus | MCP server | npm | Clean | 3 npm weekly downloads | hlos-ai/mcp-servers ↗ |
| AllVoiceLab | MCP server | pypi | Caution | — | pypi.org ↗ |
| Alpha Vantage | MCP server | pypi | Clean | — | pypi.org ↗ |
| Armor Crypto | MCP server | pypi | Clean | — | pypi.org ↗ |
| Atla | MCP server | pypi | Clean | — | atla-ai/atla-mcp-server ↗ |
| Atlan | MCP server | pypi | Clean | — | atlanhq/agent-toolkit ↗ |
| Box | MCP server | pypi | Caution | — | pypi.org ↗ |
| Chroma | MCP server | pypi | Caution | — | chroma-core/chroma-mcp ↗ |
| Chronulus AI | MCP server | pypi | Clean | — | pypi.org ↗ |
| Couchbase | MCP server | pypi | Clean | — | couchbase/mcp-server-couchbase ↗ |
| CUA | MCP server | pypi | Clean | — | pypi.org ↗ |
| Cycode | MCP server | pypi | Caution | — | cycodehq/cycode-cli ↗ |
| DAISYS | MCP server | pypi | Clean | — | pypi.org ↗ |
| dbt | MCP server | pypi | Caution | — | dbt-labs/dbt-mcp ↗ |
| DevHub CMS | MCP server | pypi | Clean | — | pypi.org ↗ |
| Docker | MCP server | pypi | Clean | — | pypi.org ↗ |
| ELEMENT.FM | MCP server | pypi | Clean | — | gitlab.com ↗ |
| ElevenLabs | MCP server | pypi | Clean | — | pypi.org ↗ |
| eSignatures | MCP server | pypi | Clean | — | esignaturescom/mcp-server-esignatures ↗ |
| Fetch | MCP server | pypi | Clean | — | modelcontextprotocol/servers ↗ |
| Fewsats | MCP server | pypi | Clean | — | pypi.org ↗ |
| FHIR | MCP server | pypi | Clean | — | wso2/fhir-mcp-server ↗ |
| Fibery | MCP server | pypi | Clean | — | pypi.org ↗ |
| Fulcra Context | MCP server | pypi | Clean | — | pypi.org ↗ |
| Git | MCP server | pypi | Clean | — | modelcontextprotocol/servers ↗ |
| Google Analytics | MCP server | pypi | Clean | — | googleanalytics/google-analytics-mcp ↗ |
| Grafana | MCP server | pypi | Caution | — | grafana/mcp-grafana ↗ |
| GreptimeDB | MCP server | pypi | Clean | — | pypi.org ↗ |
| Hologres | MCP server | pypi | Clean | — | pypi.org ↗ |
| Hydrolix | MCP server | pypi | Caution | — | hydrolix/mcp-hydrolix ↗ |
| IP2Location | MCP server | pypi | Clean | — | pypi.org ↗ |
| Kagi Search | MCP server | pypi | Clean | — | kagisearch/kagi-mcp ↗ |
| Keboola | MCP server | pypi | Caution | — | pypi.org ↗ |
| Meilisearch | MCP server | pypi | Clean | — | pypi.org ↗ |
| Mureka | MCP server | pypi | Clean | — | SkyworkAI/Mureka-mcp ↗ |
| Norman Finance | MCP server | pypi | Clean | — | norman-finance/norman-mcp-server ↗ |
| OceanBase | MCP server | pypi | Clean | — | pypi.org ↗ |
| Okta | MCP server | pypi | Caution | — | okta/okta-mcp-server ↗ |
| Oxylabs | MCP server | pypi | Clean | — | oxylabs/oxylabs-mcp ↗ |
| PagerDuty | MCP server | pypi | Caution | — | pypi.org ↗ |
| Plane | MCP server | pypi | Clean | — | pypi.org ↗ |
| Portainer | MCP server | pypi | Caution | — | pypi.org ↗ |
| Ramp | MCP server | pypi | Clean | — | pypi.org ↗ |
| Scout APM | MCP server | pypi | Caution | — | pypi.org ↗ |
| Semgrep | MCP server | pypi | Clean | — | semgrep/mcp ↗ |
| Sentry (archived reference) | MCP server | pypi | Clean | — | modelcontextprotocol/servers-archived ↗ |
| SingleStore | MCP server | pypi | Caution | — | pypi.org ↗ |
| SQLite (archived reference) | MCP server | pypi | Clean | — | modelcontextprotocol/servers-archived ↗ |
| StarRocks | MCP server | pypi | Clean | — | starrocks/mcp-server-starrocks ↗ |
| Time | MCP server | pypi | Clean | — | modelcontextprotocol/servers ↗ |
| Tinybird | MCP server | pypi | Clean | — | tinybirdco/mcp-tinybird ↗ |