# Tools > Every listed resource, editors’ picks first. The filters below can be combined. - Search: append `?q=` to the URL. Separate several keywords with spaces; all of them must match. Matches name, repository, tags, professions, description and README. - Filter by type: append `?type=` to the URL. - Filter by profession: append `?profession=` to the URL. Separate several ids with commas; a resource matches when it suits any of them. Ids are listed at https://hebbmind.com/api/v1/professions - Filter by tag: append `?tag=` to the URL. Separate several tags with commas; a resource must carry all of them. Tags are listed at https://hebbmind.com/api/v1/tags Resources for DevOps / SRE or ML / AI or Data engineering or Operations or Customer support: 659 items. > - 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. > - Operations: Content, campaign, community, user and e-commerce operations, plus performance reviews. > - Customer support: Tickets, customer questions, knowledge-base upkeep and service quality. - [Zendesk CLI (ZCLI)](https://hebbmind.com/ja/cli/zcli.md): [CLI] Zendesk's official CLI: preview, import and publish Help Center themes locally, and create, package and deploy Zendesk apps such as ticket sidebar apps. Needs a Zendesk account, Node.js 20.17+ and yarn, some HTML/CSS for themes; run zcli login first. - [Pulumi Agent Skills](https://hebbmind.com/ja/skill/pulumi-agent-skills.md): [Skill] Pulumi's official skills: Pulumi program best practices, components and the Automation API, ESC secrets and config, debugging failed pulumi up runs, and migrating from Terraform, CDK, CloudFormation or ARM to Pulumi. - [Pulumi Agent Skills](https://hebbmind.com/ja/plugin/pulumi-agent-skills.md): [Plugin] Pulumi's official plugin marketplace: write infrastructure as code in TypeScript, Python, Go and more, migrate from Terraform, CDK, CloudFormation or ARM, and manage ESC secrets and config. Works with both Claude Code and Codex. - [Trello MCP Server](https://hebbmind.com/ja/mcp/trello-mcp-server.md): [MCP] Trello's official hosted MCP, maintained by Atlassian: after OAuth authorization of one workspace, agents can search boards, create and move cards, maintain checklists and tidy the inbox, without permanently deleting data. Works on any Trello plan. - [Freshdesk MCP Server](https://hebbmind.com/ja/mcp/freshdesk-mcp.md): [MCP] Lets agents create, search, update and reply to Freshdesk tickets, add internal notes, and look up contacts, companies and agents, so support teams can process and summarize tickets in bulk. Needs a Freshdesk API key and account domain; runs locally with uvx. - [Pinecone Plugin for Claude Code](https://hebbmind.com/ja/plugin/pinecone-claude-code-plugin.md): [Plugin] Pinecone's official plugin: bundles the Pinecone MCP server and /pinecone skill commands to create vector indexes, upsert data, search in plain language, or build a document Q&A assistant with citations from Claude Code. Needs a Pinecone API key (free sign-up); Assistant features also need uv. - [Vault MCP Server](https://hebbmind.com/ja/mcp/vault-mcp-server.md): [MCP] HashiCorp's official MCP: lets agents manage Vault mounts, read and write KV secrets, enable PKI, create issuers and roles, and issue certificates. Needs a reachable Vault server and token; HashiCorp recommends using it only in trusted local environments. - [Typefully Skills](https://hebbmind.com/ja/skill/typefully-agent-skills.md): [Skill] Typefully's official skill: lets agents draft posts and long threads and schedule or publish them to X, LinkedIn, Threads, Bluesky, Mastodon and Substack Notes, and view scheduled content. Needs a Typefully account and API key, plus Node.js 18+. - [Contentful MCP Server](https://hebbmind.com/ja/mcp/contentful-mcp-server.md): [MCP] Contentful's official MCP: content and marketing teams can create, edit and publish entries and assets in bulk using plain language, and manage localized content and scheduled publishing. Needs a Space ID, a management API token and Node.js; protected environments guard live content. - [Trivy MCP Server](https://hebbmind.com/ja/mcp/trivy-mcp.md): [MCP] Trivy's MCP plugin: lets agents scan local projects, container images and remote repositories for vulnerabilities and misconfigurations in plain language, optionally checking policy compliance via the Aqua platform. Requires Trivy; maintained by Aqua Security. - [Alibaba Cloud DataWorks MCP Server](https://hebbmind.com/ja/mcp/alibabacloud-dataworks-mcp-server.md): [MCP] Alibaba Cloud's official MCP server: through the DataWorks Open API, agents manage data development nodes and workflows, operate scheduled instances, query Data Map metadata and lineage, and configure data quality rules. Needs an Alibaba Cloud AccessKey. - [Airtable](https://hebbmind.com/ja/plugin/airtable.md): [Plugin] Airtable's official plugin for Claude Code, Codex and Cursor: connects the official Airtable MCP and adds filtering, CLI, and product, marketing and sales ops skills, so agents can create tables, define fields, read and write records, and build shared views. Needs Airtable account authorization. - [Netlify Skills](https://hebbmind.com/ja/plugin/context-and-tools.md): [Plugin] Netlify's official plugin with skills for Functions, Edge Functions, Blobs, databases, forms, caching, netlify.toml configuration and deploys, plus the hosted Netlify MCP (OAuth sign-in on first use). - [Paddle MCP Server](https://hebbmind.com/ja/mcp/paddle-mcp-server.md): [MCP] Official MCP for Paddle, the merchant of record: manage products and prices, customers, subscriptions, transactions and refunds from chat, download invoice PDFs and generate financial reports. Needs a Paddle Billing account and API key; start in sandbox with read-only or non-destructive tools. - [Amplitude](https://hebbmind.com/ja/plugin/amplitude.md): [Plugin] Amplitude's official plugin with a remote MCP and nearly 30 analysis skills: build charts and dashboards in plain language, interpret A/B experiments, summarize user feedback, and generate daily or weekly data briefs. Needs an Amplitude account with data (free plan exists); browser sign-in. - [Help Scout MCP Server](https://hebbmind.com/ja/mcp/help-scout-mcp-server.md): [MCP] Lets agents search Help Scout conversations, see a customer's or organization's full history and pull reports like CSAT; add a Docs API key to search the knowledge base. Write actions (draft replies, internal notes, tags) are off by default. Needs App ID and Secret from a Help Scout private app. - [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. - [CoDesign](https://hebbmind.com/ja/mcp/codesign.md): [MCP] From IMG.LY: gives agents the CE.SDK design engine to create editable posters, flyers, social graphics and videos by chat, resize for each platform, import PSD, InDesign and PDF, and export print-ready PDFs with CMYK and bleed. Needs Node.js 22.15+ (WSL on Windows); the engine is free locally. - [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. - [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. - [Wix Manage](https://hebbmind.com/ja/skill/wix-manage.md): [Skill] Wix's official skill that teaches agents the right APIs for managing Wix site business features: store products and orders, bookings, events, pricing plans, forms, blog, SEO and marketing, instead of clicking through the dashboard. Needs a Wix site with an API key or OAuth; still experimental. - [Meitu Skills](https://hebbmind.com/ja/skill/meitu-skills.md): [Skill] Meitu's official skills: one prompt gets agents posters, covers, sticker packs, ID photos and multi-angle e-commerce product shots, plus background removal, image restoration, image-to-video and music or voiceover for videos. Needs MeituHub AK/SK keys (free credits for new users) and meitu-cli. - [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. - [ONLYOFFICE DocSpace MCP Server](https://hebbmind.com/ja/mcp/docspace-mcp.md): [MCP] ONLYOFFICE's official MCP: lets agents create rooms in DocSpace, upload and organize documents, invite members and set access permissions. Use the official remote server with OAuth sign-in, or run locally in Docker with an API key. Needs a DocSpace account. - [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+. - [Jotform MCP Server](https://hebbmind.com/ja/mcp/jotform-mcp-server.md): [MCP] Jotform's official hosted MCP: lets agents create and edit forms, list forms, and query or add submissions by criteria, handy for event sign-ups, surveys, permission slips and feedback. Nothing to install; OAuth sign-in (only workspace admins can install). Free accounts are rate-limited. - [HubSpot Agent CLI Skills](https://hebbmind.com/ja/skill/agent-cli-skills.md): [Skill] HubSpot's official skills for running the CRM via the hubspot CLI: look up customers and history, filter audiences, dedupe records, advance deals, build sales reports and route support tickets. Needs the HubSpot Agent CLI (beta) signed in; dry-run bulk edits first; some features need paid plans. - [Teamwork MCP Server](https://hebbmind.com/ja/mcp/teamwork-mcp.md): [MCP] Teamwork.com's official MCP: query and update projects, tasks, milestones and time logs in plain language, and handle Desk support tickets and Spaces wiki pages, with role-based tool sets (e.g. project manager, support). Needs a Teamwork.com account with AI/MCP enabled by an admin. - [ticket-resolution](https://hebbmind.com/ja/skill/ticket-resolution.md): [Skill] HubSpot's official skill: agents use the HubSpot Agent CLI to create and triage tickets, move them through pipeline stages, queue by priority, bulk-update status and log resolutions. Needs the HubSpot Agent CLI (beta), signed in, plus the repo's bulk-operations skill. Edits live data; try a sandbox. - [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. - [Ayrshare for Claude Code](https://hebbmind.com/ja/plugin/ayrshare-social-media-api-claude-plugin.md): [Plugin] Ayrshare's official plugin: post, schedule, reply to comments and see analytics on 13+ platforms (Instagram, LinkedIn, X, TikTok and more), with per-platform checks and your OK before publishing. Needs an Ayrshare API key (paid, 28-day trial); Claude Code only; X needs your own dev app. - [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. - [Salesforce Sales Cloud](https://hebbmind.com/ja/plugin/salesforce-for-sales.md): [Plugin] Salesforce's official sales plugin (beta): daily briefs, meeting prep and follow-up email drafts, team pipeline reviews, forecast and slipped-deal scenarios, and lead triage, confirming before editing records. Needs Salesforce hosted MCP (admin-enabled) and Slack; email and calendar optional. - [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. - [SearchFIT SEO Toolkit](https://hebbmind.com/ja/plugin/searchfit-seo.md): [Plugin] Free SEO plugin from SearchFit.ai: site SEO audits, technical SEO and broken link checks, content planning and writing briefs, keyword clustering, structured data generation, multilingual localization and AI search visibility analysis. No account needed; just give it a URL or your site's source. - [Chatwoot CLI](https://hebbmind.com/ja/cli/chatwoot-cli.md): [CLI] Chatwoot's official CLI: AI can search conversations, reply to customers, add private notes, assign, label, prioritize and resolve, and look up help center articles; a bundled skill sets safety rules for customer-visible replies. Needs a Chatwoot account (cloud or self-hosted) and API key. - [Adspirer Ads Agent](https://hebbmind.com/ja/plugin/adspirer-mcp-plugin.md): [Plugin] Cross-platform ads plugin from Adspirer: manage ads on Google, Meta, LinkedIn, TikTok, Amazon and more, with keyword research, performance reviews, wasted-spend checks and ad copy; new campaigns start paused for your review. Needs a free Adspirer account with each ad account authorized. - [Airwallex AgentOS](https://hebbmind.com/ja/plugin/airwallex-agentos.md): [Plugin] Airwallex's official plugin: extract details from contracts or POs to create invoices and subscriptions, add beneficiaries from supplier documents, issue employee cards with limits, and summarize multi-currency balances and FX exposure. Needs an Airwallex business account; finance should review. - [Mintlify](https://hebbmind.com/ja/plugin/mintlify-claude-plugin.md): [Plugin] Mintlify's official plugin: reference for Mintlify components, docs.json config, navigation and API docs, plus Mintlify docs search and site management, for building and updating product docs and help centers. Needs a Mintlify docs project; management needs browser sign-in. - [HubSpot Agent CLI](https://hebbmind.com/ja/cli/agent-cli.md): [CLI] HubSpot's official CLI for AI agents (beta): find and bulk-update contacts, companies, deals and tickets, log calls and meetings, advance deal stages and route conversations, with an official skill pack. Needs a HubSpot account and browser login; writes hit live data, so try --dry-run first. - [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. - [Plain Support](https://hebbmind.com/ja/plugin/plain-support.md): [Plugin] Plain's official plugin: look up customers, threads and SLAs in Claude Code, add internal notes, create and update help center articles, and draft broadcast announcements (saved as drafts, never sent). Needs a Plain API key plus curl and jq; not in a marketplace; clone the repo to load it. - [ActiveCampaign](https://hebbmind.com/ja/plugin/activecampaign-plugin.md): [Plugin] ActiveCampaign's official plugin: analyze email marketing and automation performance, review contacts and sales pipelines, build marketing plans from your account data and draft email campaigns; changes are previewed first; sending stays in the app. Needs an ActiveCampaign account and its MCP URL. - [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. - [HubSpot Sales](https://hebbmind.com/ja/plugin/hubspot-sales.md): [Plugin] HubSpot's official sales plugin with the HubSpot remote MCP: skills to import contacts and deals, get daily briefs, prep calls, draft follow-up emails, log call notes back to HubSpot and review the pipeline. Needs a HubSpot account. - [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. Next page: https://hebbmind.com/ja/tools.md?page=14&profession=devops%2Calgorithm%2Cdata-engineering%2Coperations%2Csupport