# 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 Full-stack / Indie or DevOps / SRE or ML / AI or Data engineering or Marketing & sales: 1022 items. > - Full-stack / Indie: General software work: coding-agent workflows, code review, debugging and Git collaboration. > - 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. > - Marketing & sales: Marketing content, ad campaigns, market research and sales support. - [Docker MCP Gateway](https://hebbmind.com/ja/mcp/mcp-gateway.md): [MCP] Docker's official MCP gateway (the docker mcp CLI plugin): runs servers from the Docker MCP Catalog in isolated containers, manages secrets, OAuth and tool toggles centrally, and gives multiple clients one endpoint. Built into Docker Desktop 4.59+; Docker CE and other setups must build the plugin. - [Azure Skills Plugin](https://hebbmind.com/ja/plugin/azure-skills.md): [Plugin] Microsoft's official Azure plugin: bundles 20+ skills such as azure-prepare, azure-deploy, azure-diagnostics and azure-cost, and connects the Azure MCP and Foundry MCP to query resources, estimate costs, deploy and troubleshoot. Needs an Azure subscription and az login. - [Azure Skills](https://hebbmind.com/ja/skill/azure-skills.md): [Skill] Microsoft's official Azure skill set: deployment prep and validation, deployment, production diagnostics, AKS, quota lookup, compliance audits, cloud migration and Foundry; the plugin version also connects the Azure MCP Server. Needs an Azure account and az login. - [MiniMax MCP](https://hebbmind.com/ja/mcp/minimax-mcp.md): [MCP] MiniMax's official MCP: text-to-speech, voice cloning and voice design, text-to-image and video generation. Needs a MiniMax API key; the key and API host must belong to the same region (global or mainland China). Pay as you go. - [Rulesync](https://hebbmind.com/ja/cli/rulesync.md): [CLI] Uses unified rule files in a .rulesync directory as the source to generate rules, MCP, commands, subagents, skills and hooks configs for dozens of AI coding tools including Claude Code, Cursor, Copilot and Codex. Can also import existing configs or convert directly between tools. - [ECommerce Details Image Generator](https://hebbmind.com/ja/skill/ecom-details-image.md): [Skill] From product photos and a brief, plans a full e-commerce visual set (main images, Amazon/Shopify detail pages, social promos, livestream scenes) with briefs and image prompts, using 25 scene templates and a consistent style. Renders with an OpenAI-compatible image API key; needs Python 3.10+. - [Cookiy AI User Research Skill](https://hebbmind.com/ja/skill/user-research-skill.md): [Skill] User research skill: drafts research plans, screeners and interview guides, and turns transcripts into reports with coding tables, personas and priorities, no account needed. AI-moderated interviews, surveys and recruiting real or synthetic participants need a Cookiy AI account, billed per use. - [DuckDuckGo Search MCP Server](https://hebbmind.com/ja/mcp/duckduckgo-mcp-server.md): [MCP] Web search through DuckDuckGo plus fetching and parsing page content, with built-in rate limiting and LLM-friendly result formatting. No API key needed; runs with a single uvx command. - [Qdrant MCP Server](https://hebbmind.com/ja/mcp/mcp-server-qdrant.md): [MCP] Uses the Qdrant vector database as a semantic memory layer for agents: store information and retrieve it by meaning, connecting to a remote instance or a local path, with FastEmbed generating embeddings by default. Maintained by Qdrant. - [Terraform MCP Server](https://hebbmind.com/ja/mcp/terraform-mcp-server.md): [MCP] HashiCorp's official server: looks up provider, module and policy docs in the Terraform Registry to help write IaC; with an HCP Terraform token it can also manage workspaces, variables and runs. Runs in Docker by default. - [Brave Search MCP Server](https://hebbmind.com/ja/mcp/brave-search-mcp-server.md): [MCP] Brings the Brave Search API to agents: web, news, image, video and local business and place search, plus LLM-ready page context and AI summaries. Maintained by Brave; needs an API key. - [i18n Expert](https://hebbmind.com/ja/skill/i18n-expert.md): [Skill] Sets up and audits i18n for React, Next.js and Vue apps: replaces hard-coded strings with message keys, checks that English and Chinese keys are complete and consistent, and verifies plurals and date and number formats, with a key audit script. Needs a local codebase and Python. - [ROS MCP Server](https://hebbmind.com/ja/mcp/ros-mcp-server.md): [MCP] Connects LLMs to ROS and ROS 2 robots: publish and subscribe to topics, call services and actions, set parameters, and read sensor and robot state, without changing robot code. The robot side needs rosbridge running. - [daymade Claude Code Skills](https://hebbmind.com/ja/plugin/claude-code-skills.md): [Plugin] A plugin marketplace with dozens of plugins: an enhanced skill-creator, scrapers for Bilibili, Douban and Feishu docs, China A-share news and US stock fundamentals, WeCom notifications, deep research and fact-checking, with docs in English and Chinese. - [AI Sales Team for Claude Code](https://hebbmind.com/ja/skill/ai-sales-team-claude.md): [Skill] Sales prep in Claude Code via /sales: researches prospects from their websites and public pages, scores leads with BANT and MEDDIC, maps buying committees, and drafts outreach, follow-ups, meeting prep and objection handling. Install via the README script; PDF export needs Python. - [Python SEO Analyzer](https://hebbmind.com/ja/cli/python-seo-analyzer.md): [CLI] Crawls an entire site, counts words and keywords per page, and checks technical SEO such as titles, meta descriptions, image alt text, H1s and social tags. Outputs JSON by default or an HTML report for agents to act on. Needs Python; the optional AI content review needs an API key. - [CLI for Microsoft 365](https://hebbmind.com/ja/cli/cli-microsoft365.md): [CLI] Manages a Microsoft 365 tenant with one m365 command: SharePoint, Teams, OneDrive, Outlook, Planner, Power Platform and more, with JSON output and JMESPath filtering. An open-source PnP community project, not officially supported by Microsoft; register an Entra app before signing in. - [Lenny's Product Skills](https://hebbmind.com/ja/skill/lenny-skills.md): [Skill] 76 product skills distilled from Lenny's Podcast and Newsletter, covering product strategy, prioritization, user interviews, PRD writing, OKRs, launches and growth, hiring and team management. Each includes frameworks, checklists and templates, with verified quotes. Docs only, no account. - [Human Review](https://hebbmind.com/ja/skill/human-review.md): [Skill] Opens HTML, Markdown or localhost pages in the browser via npx human-review so you can edit text directly and leave anchored comments, then sends every edit and comment back to the agent in one batch to apply to the source. - [VoiceMode](https://hebbmind.com/ja/mcp/voicemode.md): [MCP] Adds voice conversations to Claude Code and other agents: speak, and it detects silence, transcribes, and reads replies aloud. Runs offline with local Whisper and Kokoro, or uses OpenAI's speech APIs; needs a microphone and speakers. - [MySQL MCP Server](https://hebbmind.com/ja/mcp/mysql-mcp-server.md): [MCP] Gives agents controlled access to MySQL: list databases and tables, inspect schemas and sample data, and run SQL, with multi-database mode, SSL and SSH tunnels. Configure your own database user, ideally with least privilege. - [xurl](https://hebbmind.com/ja/cli/xurl.md): [CLI] X's (formerly Twitter) official API command-line tool. Once authorized, agents can post for you, upload images and video, and query post and account data; it can also run as an MCP server for Claude. Needs an X developer account and app; the X API is pay-per-use, so buy credits first. - [Meta Ads MCP](https://hebbmind.com/ja/mcp/meta-ads-mcp.md): [MCP] Lets agents analyze and manage Facebook and Instagram ads: view performance data, create campaigns, upload creatives and adjust budgets, with confirmation required for changes. The hosted remote server from Pipeboard is recommended (free plan available). Not an official Meta project. - [GTM Engineer Skills](https://hebbmind.com/ja/skill/gtm-engineer-skills.md): [Skill] Marketing skills for the AI search era: brand positioning from a website URL, SEO/GEO keyword and AI prompt research, Reddit opportunities, content planning and writing, backlink plans, and audits of how citable your site is to AI. Some scripts need Node.js; site-code changes need a developer. - [SearXNG MCP Server](https://hebbmind.com/ja/mcp/mcp-searxng.md): [MCP] Web search and page reading for agents through a self-hosted or trusted SearXNG metasearch instance, with no paid search API key. Requires a SearXNG instance with JSON output enabled. - [Qiaomu Mondo Poster Design](https://hebbmind.com/ja/skill/qiaomu-mondo-poster-design.md): [Skill] Generates book covers, movie posters, article covers and social images from one sentence, picking colors and composition from 30+ poster masters' styles to suit the subject. Rendering directly needs Python and a PipeLLM image API key; or just generate prompts for another image tool. - [dailypaper-skills](https://hebbmind.com/ja/skill/dailypaper-skills.md): [Skill] Pulls new papers from Hugging Face Daily Papers and arXiv, scores them by research area into a recommendation page, and writes deep-read Obsidian notes for key ones; can also batch-read Zotero collections. Needs Python 3, Obsidian and poppler; copy the whole skills folder per the README. - [eCommerce Skills](https://hebbmind.com/ja/skill/ecommerce-skills.md): [Skill] 100+ skills for sellers on Amazon, Shopify, eBay, Etsy, TikTok Shop and Walmart: product research, competitor and review analysis, profit math, pricing, listings, ads and cross-border expansion. Mostly plain instructions, a few scripts, no API key. Have a pro check tax and compliance advice. - [LangChain Skills](https://hebbmind.com/ja/skill/langchain-skills.md): [Skill] LangChain's official skill collection: framework selection, quickstarts, middleware, persistence, human-in-the-loop approval, RAG and eval design across LangChain, LangGraph and Deep Agents, in Python and TypeScript. Also installable as a Claude Code plugin. Still in early development. - [Jupyter MCP Server](https://hebbmind.com/ja/mcp/jupyter-mcp-server.md): [MCP] Connects agents to live Jupyter notebooks: read, write, insert and execute cells and read multimodal outputs like charts, for interactive data analysis. Bring your own JupyterLab or JupyterHub; open source, maintained by Datalayer. - [Superpowers Marketplace](https://hebbmind.com/ja/plugin/superpowers-marketplace.md): [Plugin] Plugin marketplace from obra, author of Superpowers: includes the superpowers engineering workflow, episodic-memory for searching past sessions, superpowers-chrome for browser control, elements-of-style writing guidance and more. - [Simulink Agentic Toolkit](https://hebbmind.com/ja/plugin/simulink-agentic-toolkit.md): [Plugin] MathWorks' official toolkit for reading, building, modifying and testing Simulink models via the MATLAB MCP server, with skills for control design, Simscape, code generation and compliance checks. Needs licensed MATLAB R2023a+ and Simulink; run the official installer in MATLAB first. - [Goose Skills](https://hebbmind.com/ja/skill/goose-skills.md): [Skill] 200+ skills for brand growth: customer and competitor research, ad and social performance analysis, ad creatives and social content, SEO, lead mining and outreach. Most are free; skills that pull external data use GooseWorks account credits (1,000 on sign-up), and some need keys like Apify. - [sacreBLEU](https://hebbmind.com/ja/cli/sacrebleu.md): [CLI] The standard machine translation scorer: computes BLEU, chrF and TER with significance tests and downloads public test sets such as WMT, to compare engines or prompts. Needs Python 3.9+ and reference translations; automatic metrics are a rough screen, so final copy still needs human review. - [Power BI Authoring MCP Server](https://hebbmind.com/ja/mcp/powerbi-modeling-mcp.md): [MCP] Microsoft's official local MCP server for creating and editing Power BI semantic model tables, measures and relationships in natural language, running and validating DAX queries, and bulk renaming and translation. Connects to Power BI Desktop, Fabric or PBIP files; in public preview. - [Startup Skill](https://hebbmind.com/ja/skill/startup-skill.md): [Skill] From startup idea to validation plan: market research, customer interviews, business model and financial projections, plus competitor battlecards, April Dunford positioning and investor pitches of several lengths. Spawns research subagents (token-heavy); projections are only estimates. - [MATLAB Agentic Toolkit](https://hebbmind.com/ja/plugin/matlab-agentic-toolkit.md): [Plugin] MathWorks' official toolkit: set up the MCP server via the MATLAB installer so agents can run code, run tests and do static checks; domain skill sets for signal processing, controls, statistics and machine learning install as Claude Code plugins. Needs MATLAB R2021a+. - [MCP Servers for Google Cloud Genmedia APIs](https://hebbmind.com/ja/mcp/mcp-genmedia.md): [MCP] Experimental open-source generative media MCP servers from Google Cloud: Nano Banana images, Veo video, Gemini TTS and Chirp voices, Lyria music, and AVTool for compositing. Each registers separately; needs a billing-enabled Google Cloud project and gcloud login; AVTool needs FFmpeg. - [PaperJury](https://hebbmind.com/ja/skill/paperjury.md): [Skill] Pre-submission review for CS conference papers (CVPR, ACL, NeurIPS and more): polish, translate or condense on request, or let AI reviewers raise issues and a jury rule on them. Only wording fixes are drafted, with your approval; missing experiments go back to you, never invented. Needs Node.js. - [ClipForge](https://hebbmind.com/ja/skill/clipforge.md): [Skill] Drives a local ClipForge (open source) to turn product images, links or a one-line topic into vertical short videos with script, footage, voiceover, captions and music, plus a QA pass. Self-host it with Node.js and FFmpeg; scripts need an LLM (Ollama works); AI visuals need a paid key. - [MongoDB MCP Server](https://hebbmind.com/ja/mcp/mongodb-mcp-server.md): [MCP] Connects agents to MongoDB and Atlas: query, aggregate, inspect collection schemas and indexes, and manage Atlas clusters, projects and database users. Maintained by MongoDB; needs a connection string or an Atlas service account; supports read-only mode. - [Tencent CloudBase](https://hebbmind.com/ja/plugin/cloudbase.md): [Plugin] Tencent CloudBase's official plugin, bundling cloudbase-mcp, skills and hooks for cloud functions, NoSQL and PostgreSQL databases, cloud storage, cloud hosting, authentication and WeChat Mini Program backends. Works with Claude Code and Codex. - [CloudBase AI Toolkit](https://hebbmind.com/ja/mcp/cloudbase-ai-toolkit.md): [MCP] Tencent CloudBase's official toolkit: lets agents sign in to CloudBase, work with document and PostgreSQL databases, cloud functions, storage and static hosting, and deploy web and Mini Program apps. Run locally via npx or connect the remote MCP; needs a CloudBase environment. - [Atlassian MCP Server](https://hebbmind.com/ja/mcp/atlassian-mcp-server.md): [MCP] Atlassian's official hosted remote MCP: access Jira, Confluence, JSM, Bitbucket, Loom and more with OAuth or an API token. Works with Atlassian Cloud sites only. - [Atlassian MCP](https://hebbmind.com/ja/plugin/atlassian-mcp-server.md): [Plugin] Atlassian's official plugin: connects the cloud Atlassian MCP to search and create Jira issues, read and write Confluence pages and manage sprints, with skills that turn meeting notes into tasks and generate status reports. Needs an Atlassian Cloud account with OAuth or an API token. - [Pixelle MCP](https://hebbmind.com/ja/mcp/pixelle-mcp.md): [MCP] Turns ComfyUI workflows into MCP tools with no code, covering generation and conversion across text, image, speech and video; works with local ComfyUI or RunningHub in the cloud. Start the server with uvx pixelle and configure an LLM first. - [Nano Banana Gemini CLI Extension](https://hebbmind.com/ja/mcp/nanobanana.md): [MCP] Google's official Gemini CLI extension with a built-in MCP server: Nano Banana image generation and editing, photo restoration, icons, textures, step-by-step storyboards and diagrams. Needs Node.js and a Gemini API key; for Claude Code or Codex, clone and build the repo first. - [Alibaba Cloud CLI](https://hebbmind.com/ja/cli/aliyun-cli.md): [CLI] Alibaba Cloud's official CLI (aliyun): manage ECS, OSS and other services through OpenAPI, with structured output, JMESPath filtering, waiting on resource states, product plugins and a built-in MCP proxy. Configure credentials first; OAuth sign-in works locally. - [asc-localize-metadata](https://hebbmind.com/ja/skill/asc-localize-metadata.md): [Skill] Community App Store localization skill (not from Apple): uses the asc CLI and an LLM to translate listing copy such as description, keywords, subtitle and release notes into many languages and sync it to App Store Connect. Needs asc set up and authorized; proofread before submitting. - [Google Ads MCP Server](https://hebbmind.com/ja/mcp/google-ads-mcp.md): [MCP] Lets agents query Google Ads accounts, campaigns and performance data with GAQL; currently read-only tools only. Maintained by Google; needs Google Cloud credentials and Google Ads API access. Next page: https://hebbmind.com/ja/tools.md?page=16&profession=fullstack%2Cdevops%2Calgorithm%2Cdata-engineering%2Cmarketing