# Tools

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Resources for Frontend or DevOps / SRE or ML / AI or Data engineering or Data analysis: 901 items.

> - Frontend: Web and mobile-web interfaces: building, debugging and performance tuning.
> - DevOps / SRE: Deployment, monitoring, cloud resources and reliability.
> - ML / AI: Model training, evaluation and LLM application development.
> - Data engineering: Data pipelines, warehouse modeling, ETL and data quality.
> - Data analysis: Querying, statistical analysis, reporting and visualization.

- [Sounds on the Web](https://hebbmind.com/ja/skill/sounds-on-the-web.md): [Skill] Audits UI code for audio feedback: every sound needs a visual equivalent, an off switch and volume control, and should respect reduced motion. Sound is for confirmations and errors, not typing or decorative hovers. Also checks preloading, default volume and sound weight. Reports file:line findings.
- [To Spring or Not to Spring](https://hebbmind.com/ja/skill/to-spring-or-not-to-spring.md): [Skill] Audits animation code for the right timing function: springs for gestures and interruptible motion, easing for system-driven state changes, linear for progress, and no animation for high-frequency interactions. Also checks spring parameters and durations. Reports file:line findings.
- [GitGuardian MCP Server](https://hebbmind.com/ja/mcp/ggmcp.md): [MCP] GitGuardian's official MCP: scans code for leaked secrets with 500+ detectors, and lets agents triage and remediate incidents, generate honeytokens and open fix PRs. Needs a GitGuardian account; the hosted endpoint with OAuth sign-in is recommended.
- [Snowflake Cortex Code](https://hebbmind.com/ja/plugin/cortex-code.md): [Plugin] Snowflake's official plugin: detects Snowflake-related requests and hands them to the Cortex Code CLI, whose 55+ built-in skills handle SQL, dynamic tables, data governance and more. Needs the cortex CLI installed and a Snowflake connection configured.
- [Tencent Cloud COS MCP Server](https://hebbmind.com/ja/mcp/cos-mcp.md): [MCP] Lets agents upload, download and list files in Tencent Cloud Object Storage (COS), and use Cloud Infinite for image processing, QR code recognition, document-to-PDF conversion, video frame capture and natural-language search. Maintained by Tencent Cloud; needs a SecretId and SecretKey.
- [Earthdata MCP](https://hebbmind.com/ja/mcp/earthdata-mcp.md): [MCP] NASA's official MCP for its Common Metadata Repository: find Earth science and remote sensing datasets in plain language, check that data files exist for a given place and time, and get access services, related tools and citation info. No account to connect; downloads need an Earthdata login.
- [Supabase Agent Plugin](https://hebbmind.com/ja/plugin/supabase-plugin.md): [Plugin] Supabase's official plugin: Supabase and Postgres best-practice skills plus the Supabase remote MCP to manage projects, run SQL, design schemas and RLS policies, and handle auth and storage. Needs a Supabase account.
- [Compact Landing](https://hebbmind.com/ja/skill/compact-landing.md): [Skill] Builds compact, polished landing pages for dev tools, package demos and micro-SaaS. Picks a design fingerprint (composition, palette, type, radius, surfaces, motion) so each run looks different, features a product-native demo, and keeps zero layout shift, focus states and reduced motion.
- [Amazon Selling Partner](https://hebbmind.com/ja/plugin/selling-partner-agentic-toolkit.md): [Plugin] Amazon's official seller plugin (beta): connect Seller Central to check sales, traffic and inventory, get stockout alerts and restock suggestions, plan FBA inbound shipments and diagnose suppressed or unsearchable listings. Changes are drafted and need your approval. Needs a seller account.
- [Genesys Cloud MCP Server](https://hebbmind.com/ja/mcp/genesys-cloud-mcp-server.md): [MCP] Community-built MCP for the Genesys Cloud contact center: supervisors and QA staff can check queue volumes, sample conversations, and read call quality, sentiment, topics and transcripts. Needs an OAuth client in your Genesys Cloud org with per-tool permissions, and Node.js. Still in development.
- [Budge](https://hebbmind.com/ja/skill/budge.md): [Skill] When the agent changes a single CSS value or Tailwind class in a Next.js App Router project, a floating bar appears on the page so you can fine-tune it with arrow keys before persisting. Loads a runtime script from budge.design in app/layout.tsx.
- [Interactive Hit Areas](https://hebbmind.com/ja/skill/interactive-hit-areas.md): [Skill] Fixes hover and click dead zones between spaced interactive elements such as chart bars, list rows, tabs and nav items by making hit targets flush and moving visual spacing inside each item, with React and Tailwind examples.
- [Paper Flex](https://hebbmind.com/ja/skill/paper-flex.md): [Skill] Converts absolutely positioned Paper canvas nodes to flex layout through Paper MCP: computes spacing from computed styles, preserves SVGs and images via x-paper-clone, fixes z-order and shadows, and verifies with screenshot comparison.
- [Paper to Code Components](https://hebbmind.com/ja/skill/paper-to-code-components.md): [Skill] Turns Paper designs (via Paper MCP, Viewfinder or exported JSX) into componentized React/Next.js code: maps hierarchy and reusable components first, one component per icon, tokens in globals.css, shadcn reuse, real fonts and data-driven charts.
- [Reconcile Paper Sync](https://hebbmind.com/ja/skill/reconcile-paper-sync.md): [Skill] Verifies and repairs a Paper-derived app against its local paper-sync render: ports the real fonts, reads exact type, color and decoration values from the canonical export, screenshot-diffs the running app against the frame and separates conversion drift from newer design.
- [Tailwind Token Consolidation](https://hebbmind.com/ja/skill/tailwind-token-consolidation.md): [Skill] Reduces CSS custom properties and Tailwind v4 design tokens in globals.css without changing visuals: maps usage to find live tokens, deletes dead ones, collapses values similar in light and dark modes via a scripted rename map, and verifies with typecheck, lint and build.
- [Tolgee CLI](https://hebbmind.com/ja/cli/tolgee-cli.md): [CLI] Official CLI for Tolgee, the open-source localization platform: extract strings from code, push keys to Tolgee and pull the latest translations, and diff local files against the platform. Works with Tolgee Cloud or self-hosted; needs Node.js 18+ and a personal or project API key (tolgee login).
- [CC Figma Component](https://hebbmind.com/ja/skill/cc-figma-component.md): [Skill] Reads a component-contracts contract JSON, derives component-scoped tokens and builds a fully variable-bound Figma component set with all variants. Requires cc-figma-tokens to have run first, plus the figma-use and figma-generate-library skills.
- [CC Figma Tokens](https://hebbmind.com/ja/skill/cc-figma-tokens.md): [Skill] Syncs component-contracts token files in W3C DTCG format into native Figma variables, building Primitives and Semantic collections with role-based scopes and web code syntax after you approve a plan. Prerequisite for cc-figma-component.
- [Langfuse Observability Plugin](https://hebbmind.com/ja/plugin/claude-observability-plugin.md): [Plugin] Langfuse's official plugin: uses hooks to send prompts, model calls, token usage and cost, tool calls and subagents from Claude Code sessions to Langfuse as traces for monitoring and review. Needs Langfuse keys (self-hosting supported) and uv or Python 3.10+.
- [Sync Figma Token](https://hebbmind.com/ja/skill/sync-figma-token.md): [Skill] Syncs design tokens between code and Figma variables: normalizes both sides, reports drift by value, alias, mode and scope in a dry run, then stops for explicit approval before writing, archives rather than deletes, and saves JSON reports. Requires the Figma MCP server; invoked manually.
- [Product Launch Video](https://hebbmind.com/ja/skill/product-launch-video.md): [Skill] Builds product launch, promo and feature announcement videos with Remotion (React): asks nine questions about product, audience, duration, voiceover and channel, proposes 2-3 visual directions, writes a storyboard.json, then codes scenes and optional voiceover.
- [Browser Use](https://hebbmind.com/ja/plugin/browser-use.md): [Plugin] Browser Use's official plugin: connects the Browser Use MCP so Claude can drive your local Chrome or a cloud browser to browse, extract data, fill forms, test sites and take screenshots. Needs uv; cloud browsers need sign-in or an API key.
- [AWS Startup Advisor](https://hebbmind.com/ja/plugin/aws-startup-advisor.md): [Plugin] AWS's official plugin for startups: answers AWS Activate credit eligibility and 60+ startup perks, gives architecture and cost advice by funding stage, team size and runway, and plans migrations from GCP, Azure or Heroku. Perk lookups need no AWS account; migrations need your repo.
- [ModelScope MCP Server](https://hebbmind.com/ja/mcp/modelscope-modelscope-mcp-server.md): [MCP] ModelScope's official MCP: search models, datasets, Studio apps, papers and MCP servers and view details, plus text-to-image and image-to-image generation. Needs a ModelScope API token.
- [Pigment AI Plugins](https://hebbmind.com/ja/plugin/ai-plugins.md): [Plugin] Pigment's official plugin: bundles the Pigment MCP and 30+ modeling skills to query business data and compare budget vs. actuals in plain language; with advanced mode on, build budget and forecast models, metrics and boards. Needs an enterprise Pigment workspace with MCP on; have finance review.
- [Grafana AI Marketplace](https://hebbmind.com/ja/plugin/ai-marketplace.md): [Plugin] Grafana's official plugin marketplace with three plugins: the hosted Grafana Cloud MCP, the local mcp-grafana and Grafana Assistant, covering dashboards, data sources, Prometheus and Loki queries, alerting and incident management. Works with Claude Code and Codex.
- [Mixpanel Headless](https://hebbmind.com/ja/cli/mixpanel-headless.md): [CLI] Mixpanel's official CLI, mp (with a Python library): query event trends, funnels, retention and user flows, and manage dashboards, reports and cohorts. Needs Python 3.10+ and a Mixpanel account; run mp login to authorize in the browser. Pre-release; interfaces may change.
- [OpenCage Geocoding MCP Server](https://hebbmind.com/ja/mcp/opencage-geocoding-mcp.md): [MCP] OpenCage's official MCP: geocode addresses and place names, reverse geocode coordinates (with admin area, time zone and more), and check API quota. For small lookups; use its CLI for batches. Needs an OpenCage API key (free trial), Node.js 20+, and manual setup from a repo clone.
- [Datadog](https://hebbmind.com/ja/plugin/claude-code-plugin.md): [Plugin] Preconfigures the Datadog MCP in Claude Code to query logs, metrics, traces, dashboards and monitors in plain language while troubleshooting production. Maintained by Datadog; needs a Datadog account (OAuth or API key). In preview.
- [Icons8 MCP Server](https://hebbmind.com/ja/mcp/icons8-mcp.md): [MCP] Icons8's official remote MCP: search and preview 420,000 icons in 132 styles, drop icons straight into web pages or projects, or swap an existing icon set for a new style. Free HD PNGs with attribution link after signing in to Icons8; SVG needs a paid subscription.
- [Cloudinary MCP Servers](https://hebbmind.com/ja/mcp/mcp-servers.md): [MCP] Cloudinary's official MCP servers: upload, search and transform images and videos by chat, manage upload presets and structured metadata, and run AI content analysis, moderation and auto-tagging. Needs a Cloudinary account (some features paid); the command adds only the asset management server.
- [Zeplin MCP Server](https://hebbmind.com/ja/mcp/zeplin-mcp-server.md): [MCP] Zeplin's official MCP: hands screen and component specs, assets, design tokens and designer annotations to the agent so developers can implement designs more accurately during handoff. Needs a Zeplin account, a personal access token and Node.js 20+.
- [Crowdin Skills](https://hebbmind.com/ja/plugin/crowdin-skills.md): [Plugin] Crowdin's official plugin with the Crowdin MCP: manage projects and translations in Claude Code, Cowork or Codex, with skills to build glossaries, add translator context, draft translations for review and answer how-tos. Needs a Crowdin account; drafts and glossary uploads need its CLI.
- [Animate UI](https://hebbmind.com/ja/skill/animate-ui.md): [Skill] Prototyper UI's animation conventions for writing, reviewing or debugging component motion: copy-paste class strings for overlays, dialogs and sheets, press-feedback scales, state transitions, easing tokens and prefers-reduced-motion handling.
- [Build Primitive](https://hebbmind.com/ja/skill/build-primitive.md): [Skill] Guides building Prototyper UI components from scratch when no Base UI primitive exists: ARIA contract first, then keyboard navigation, focus management, controlled and uncontrolled state, form integration and animation, wrapping headless libraries where they fit.
- [Create Component](https://hebbmind.com/ja/skill/create-component.md): [Skill] End-to-end guide for adding components to the Prototyper UI library: templates for wrapping Base UI primitives with CVA variants and compound sub-components, plus registry entries, examples and MDX documentation pages.
- [Prototyper UI](https://hebbmind.com/ja/skill/prototyper-ui.md): [Skill] Usage guide for the Prototyper UI component library, built on @base-ui/react and Tailwind CSS v4 with copy-paste distribution, OKLCH colors and CVA variants: setup, theme tokens, component selection and patterns, noting render= replaces Radix asChild.
- [PagerDuty](https://hebbmind.com/ja/plugin/claude-code-plugins.md): [Plugin] PagerDuty's official plugin: analyzes your current git diff against the service's past incidents and change events, gives a 0-5 risk score and suggestions before you commit, and can create PagerDuty SRE Agent skills (early access program required). Needs a PagerDuty API token.
- [UI Theme Designer](https://hebbmind.com/ja/plugin/ui-theme-designer.md): [Plugin] SAP's official plugin: answers questions on configuring the UI theme designer on SAP BTP, creating and publishing themes, and looks up SAP Fiori design tokens and theming parameters used by UI5 controls. For designers theming SAP enterprise apps; no extra SAP software needed.
- [Vanta](https://hebbmind.com/ja/plugin/vanta-mcp-plugin.md): [Plugin] Vanta's official plugin: from Claude Code, review control gaps for SOC 2, ISO 27001 and other frameworks, failing tests, vendor risk and policies, and generate fixes for code-level issues. Needs admin access to a paid Vanta account (browser auth); have compliance conclusions reviewed by an expert.
- [Sentry for Claude Code](https://hebbmind.com/ja/plugin/plugin-claude.md): [Plugin] Sentry's official plugin: skills for SDK setup across platforms, production issue debugging, Sentry-aware code review and alert configuration, plus the hosted Sentry MCP to query errors and stack traces. Needs a Sentry account.
- [LogRocket](https://hebbmind.com/ja/plugin/logrocket.md): [Plugin] LogRocket's official plugin: when users report problems, agents pull up their session replays, network requests and errors and analyze the cause, so support doesn't have to keep asking for repro steps. Needs Claude Code and a site or app on paid LogRocket (14-day trial); sign in on first use.
- [Phrase Skills](https://hebbmind.com/ja/plugin/phrase-skills.md): [Plugin] Phrase's official plugin for localization managers and reviewers: splits a mixed style guide into separate guides by content type, audience and more, with terminology pulled out on its own; also generates .phrase.yml config for the Phrase CLI for dev teams. Syncing strings needs a Phrase account.
- [Windsor.ai](https://hebbmind.com/ja/plugin/claude-windsor-ai-plugin.md): [Plugin] Windsor.ai's official plugin: connects ad accounts on Google, Meta, TikTok and more plus 350+ data sources such as GA4 and CRMs for quick cross-channel performance reports and wasted-spend detection; asks before changing budgets or pausing ads. Needs a Windsor.ai account with data sources connected.
- [Locize for AI agents](https://hebbmind.com/ja/plugin/locize-agents.md): [Plugin] Locize's official plugin: agents translate and review strings using your project's glossary, style guide and translation memory, and check new copy for banned terms; also bundles the Locize MCP and an i18next skill for developers. Needs a Locize account (free tier); browser auth or a personal token.
- [POEditor MCP Server](https://hebbmind.com/ja/mcp/poeditor-mcp.md): [MCP] POEditor's official remote MCP: translators and localization teams can manage projects, terms and translations from chat, run Google, Microsoft or DeepL machine translation, check quality and export language files. Needs a POEditor account (browser sign-in or API token).
- [Pendo Analytics](https://hebbmind.com/ja/plugin/pendo-analytics.md): [Plugin] Pendo's official product analytics plugin: summarize account activity and feedback before customer meetings, analyze feature adoption, group user feedback into themes and find session replays. Needs a Pendo subscription; authorize via /mcp after install.
- [Cloudinary Plugin](https://hebbmind.com/ja/plugin/cloudinary-plugin.md): [Plugin] Cloudinary's official plugin with 5 MCP servers and 3 skills: upload, manage, crop and compress image and video assets, run AI image analysis and automated media workflows, and search docs for developers. Needs a Cloudinary account (free tier) or a temporary cloud claimed within 24 hours.
- [SimpleLocalize MCP Server](https://hebbmind.com/ja/mcp/simplelocalize-mcp-server.md): [MCP] SimpleLocalize's official MCP: translators and localization teams can view and edit keys and translations from chat, trigger auto-translation, maintain glossaries, and export or publish translation files. Needs a SimpleLocalize project API key and Node.js.

Next page: https://hebbmind.com/ja/tools.md?page=19&profession=frontend%2Cdevops%2Calgorithm%2Cdata-engineering%2Cdata
