# Tools

> Every listed resource, editors’ picks first. The filters below can be combined.

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Resources for ML / AI or Data engineering or Data analysis or Customer support or Founders: 638 items.

> - 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.
> - Customer support: Tickets, customer questions, knowledge-base upkeep and service quality.
> - Founders: Business plans, fundraising decks, business analysis and team management.

- [Vexa](https://hebbmind.com/ko/mcp/vexa.md): [MCP] Open-source meeting bot and real-time transcription platform: sends a bot into Google Meet, Teams or Zoom and transcribes live by speaker, with MCP so agents can dispatch bots and read transcripts. Use the hosted service (API key) or self-host.
- [wacli](https://hebbmind.com/ko/cli/wacli.md): [CLI] WhatsApp CLI: pair as a linked device, sync messages to local SQLite, search offline, send text and files, and manage groups, with --json output for agents. Built on the unofficial WhatsApp Web protocol.
- [General Legal Assistant](https://hebbmind.com/ko/plugin/general-legal-assistant.md): [Plugin] Contract review plugin: five parallel subagents score contracts and flag risky clauses, compare versions, spot missing terms, explain legalese and draft counterproposals, NDAs, terms of service and privacy policies with GDPR/CCPA gap checks. No account needed; US-law focused; needs lawyer review.
- [AI Marketing Suite for Claude Code](https://hebbmind.com/ko/skill/ai-marketing-claude.md): [Skill] Marketing work in Claude Code via /market commands: audits and scores a site's copy, conversion and SEO, and generates copy, email sequences, a 30-day social calendar, ad creative, launch plans and client proposals, with PDF reports. Install via the README script; PDF export needs Python.
- [EdgarTools](https://hebbmind.com/ko/mcp/edgartools.md): [MCP] Python library with a built-in MCP server for US SEC EDGAR data: search 10-K, 10-Q, 8-K and other filings and read XBRL-standardized financial statements, Form 4 insider trades and 13F holdings. Free with no API key; just set an EDGAR_IDENTITY.
- [Bright Data MCP](https://hebbmind.com/ko/mcp/brightdata-mcp.md): [MCP] Bright Data's official MCP: web search (Google, Bing, Yandex), any page to Markdown, structured data extraction from e-commerce, social and other platforms, and remote browser control. Needs an API token; includes 5,000 free requests a month.
- [Wondel.ai Skills](https://hebbmind.com/ko/skill/wondelai-skills.md): [Skill] 65 skills built on methods from business, marketing and design bestsellers like Influence, StoryBrand and The Lean Startup: positioning, copywriting, conversion optimization, sales negotiation, UX review, plus step-by-step startup and site-building guides. Prompt-only, no API key needed.
- [shot-scraper](https://hebbmind.com/ko/cli/shot-scraper.md): [CLI] Simon Willison's website screenshot CLI: batch screenshots from YAML, record demo videos, export PDF and HTML, run JavaScript in pages to extract data, and dump accessibility trees. Built on Playwright; install a browser on first use.
- [MFLUX](https://hebbmind.com/ko/cli/mflux.md): [CLI] Runs open image models like FLUX, Qwen Image and Z-Image locally on a Mac: text-to-image, reference-based edits, inpainting and upscaling, all on-device. Needs Apple Silicon and uv; the first run downloads models and is slow. Check each model's license before commercial use.
- [Headcount People](https://hebbmind.com/ko/plugin/people.md): [Plugin] The HR department of headcount's company-style agent org: 12 skills for org design, hiring, pay and levels, performance, employee relations, compliance, benefits and leave, on/offboarding, payroll, workforce planning and training. No account needed; have HR or a lawyer check compliance.
- [Headcount Legal & Risk](https://hebbmind.com/ko/plugin/legal-risk.md): [Plugin] The legal and risk department of headcount's company-style agent org: 8 skills for contracts and negotiation, governance, disputes and evidence, IP, privacy, compliance and a risk register; can vet other departments' work. Skills only, no account; laws vary by region, so have a lawyer review.
- [Apify Agent Skills](https://hebbmind.com/ko/skill/apify-agent-skills.md): [Skill] Apify's official skill collection: picks from 130+ curated Actors to scrape public data from social networks, maps, e-commerce sites and more, and can also build, package and deploy Actors. Needs an Apify account; a free tier is available.
- [Tavily MCP Server](https://hebbmind.com/ko/mcp/tavily-mcp.md): [MCP] Four tools for real-time web search, page content extraction, site mapping and full-site crawling, available as a remote server or run locally. Maintained by Tavily; needs an API key or OAuth sign-in, and a free account is available.
- [ASO & App Marketing Skills](https://hebbmind.com/ko/skill/aso-skills.md): [Skill] App Store Optimization and app marketing skills: keyword research, title and description optimization, competitor tracking, review management, launch and ad planning. Works from general knowledge alone; add an Appeeky API key or MCP for real App Store data (free accounts get 100 credits a month).
- [MiniMax CLI (mmx)](https://hebbmind.com/ko/cli/minimax-ai-cli.md): [CLI] MiniMax's official CLI, built for agents: chat with MiniMax models from the terminal and generate images, video and speech, plus speech transcription, image understanding and web search. Works with the international platform. Requires a MiniMax Token Plan subscription.
- [sqlite-utils](https://hebbmind.com/ko/cli/sqlite-utils.md): [CLI] A CLI and Python library by Simon Willison: imports JSON and CSV straight into SQLite with automatic table creation, runs in-memory SQL queries over files, and supports full-text search and table transformations.
- [Freshservice CLI (Printing Press)](https://hebbmind.com/ko/cli/freshservice.md): [CLI] Unofficial Freshservice CLI built with Printing Press: lets AI check an IT agent's queue, flag tickets near SLA breach, search tickets and the knowledge base, gauge team workload, spot recurring issues and KB gaps, and manage changes and assets. Needs a Freshservice account and API key.
- [Gorgias CLI (Printing Press)](https://hebbmind.com/ko/cli/gorgias.md): [CLI] Unofficial Gorgias CLI built with Printing Press for e-commerce support: lets AI list, reply to and update tickets, look up customers, find stale or incomplete tickets, and sync data locally for full-text search and SQL. Includes a skill and MCP server. Needs a Gorgias account and API key.
- [Intercom CLI (Printing Press)](https://hebbmind.com/ko/cli/intercom.md): [CLI] Unofficial Intercom CLI built with Printing Press, covering the full REST API: sync conversations and contacts for offline search, bulk-tag conversations about one incident, see customer overviews and SLA reports, and pull or push help articles. US, EU and AU regions; needs an access token.
- [MCP Memory Service](https://hebbmind.com/ko/mcp/mcp-memory-service.md): [MCP] Self-hostable long-term memory for agents, offering MCP, a REST API and a web dashboard: semantic search, knowledge graph and automatic memory consolidation. Embeddings are computed locally; choose SQLite, Cloudflare or Milvus as the backend.
- [Stripe](https://hebbmind.com/ko/plugin/stripe-plugin.md): [Plugin] Stripe's official plugin: bundles the remote Stripe MCP with skills for integration best practices, Connect, Stripe Apps and API upgrades, plus commands that explain errors and list test card numbers. Available in the official Claude and Codex marketplaces.
- [Telegram MCP](https://hebbmind.com/ko/mcp/telegram-mcp.md): [MCP] Uses Telethon to operate Telegram as your personal account: search, send and receive messages, schedule sends, and manage contacts, groups and channels across 80+ tools, with an optional read-only mode. Needs a Telegram API ID and runs locally as a service.
- [stock-api](https://hebbmind.com/ko/cli/stock-api.md): [CLI] Fetches US, Hong Kong and China A-share stock data with zero runtime dependencies: real-time quotes, daily, weekly and monthly candles and search as JSON, falling back across Tencent, Sina and Eastmoney sources. Also runs as an MCP server. Unofficial public APIs, no stability guarantee.
- [tldx](https://hebbmind.com/ko/cli/tldx.md): [CLI] Checks domain availability in bulk: combines your keywords with prefixes, suffixes and multiple TLDs, can list only available names, and spots domains listed for sale. Ships an MCP server; handy for naming a startup or picking a brand domain. No account needed.
- [Math Modeling Skill](https://hebbmind.com/ko/skill/math-modeling-skill.md): [Skill] A three-stage workflow for math modeling contests like MCM/ICM and CUMCM: analysis, solving and plotting in Python or MATLAB, and a Word (optionally LaTeX) paper, with stage-check subagents and OpenAlex plus AnySearch literature search. Generated papers are for reference only.
- [OPC Skills](https://hebbmind.com/ko/skill/opc-skills.md): [Skill] Skills for solo founders: website SEO and AI search optimization (GEO), mining user needs from Reddit, X and GitHub, domain price comparison, Product Hunt search, and logo and banner generation. Some need API keys or tokens for Gemini, twitterapi.io, RequestHunt or Product Hunt.
- [Slack MCP Server](https://hebbmind.com/ko/mcp/slack-mcp-server.md): [MCP] Community-maintained Slack MCP: reads channel, DM and thread history, searches messages and fetches unread messages; write actions like posting are off by default and must be enabled explicitly. Works with user OAuth or bot tokens over stdio, SSE or HTTP.
- [AI Legal Assistant](https://hebbmind.com/ko/skill/ai-legal-claude.md): [Skill] Contract assistant for freelancers and small businesses: scores contracts and flags risks per clause, explains terms plainly, compares versions, and drafts NDAs, privacy policies and counterproposals. Installs via the repo script; US-law oriented; PDF export needs Python; have a lawyer review.
- [Start-up-HR-Personalabteilung Berlin](https://hebbmind.com/ko/plugin/startup-hr-personalabteilung-berlin.md): [Plugin] German-language HR plugin for German startups of about 100 people: employment contracts, DATEV payroll handoff, personnel files and data protection, AGG complaints, works councils, absences, benefits and dismissals under German labor law. German law only; have a lawyer or HR pro review.
- [MATLAB MCP Server](https://hebbmind.com/ko/mcp/matlab-mcp-core-server.md): [MCP] MathWorks' official server that lets agents start your local MATLAB, write and run scripts and unit tests, and check code style and potential errors, for computing, simulation and data analysis. Needs a licensed MATLAB R2021a+ and the downloaded server binary.
- [evil-read-arxiv](https://hebbmind.com/ko/skill/evil-read-arxiv.md): [Skill] Recommends daily papers from arXiv and Semantic Scholar by research interest, reads them and writes illustrated Obsidian notes and a paper graph; can also search venues like CVPR and NeurIPS. Needs Python 3, Obsidian, a vault path and an interests config; the web app needs an Anthropic API key.
- [ToolUniverse](https://hebbmind.com/ko/mcp/tooluniverse.md): [MCP] From Harvard Medical School's Zitnik Lab: one MCP connecting 1,000+ scientific tools and databases for drugs and targets, genes and proteins, clinical trials, FDA data and PubMed, for biomedical and drug research. Runs with uv; some sources need API keys; medical conclusions need expert review.
- [My Claude Code Setup (claude-code-my-workflow)](https://hebbmind.com/ko/skill/claude-code-my-workflow.md): [Skill] Econometrician Pedro Sant'Anna's academic Claude Code setup (fork the repo to use it): Beamer/Quarto lecture slides, paper review and mock refereeing, R/Python analysis and replication packages, with specialist subagents and quality gates. Needs Git and Python; slides need XeLaTeX and Quarto.
- [Qdrant MCP Server](https://hebbmind.com/ko/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.
- [PM Skills: Leadership & People](https://hebbmind.com/ko/plugin/pm-people.md): [Plugin] People-management skill pack for managers and HR with 7 skills: performance reviews, performance improvement plans (PIPs), 360-degree feedback surveys, interview scorecards, team health checks, team offsites and a 90-day plan for new managers. Text-only; no account or API key.
- [pm-hr](https://hebbmind.com/ko/plugin/pm-hr.md): [Plugin] HR skills plugin: write inclusive job descriptions, build 30/60/90-day onboarding plans, design and analyze engagement surveys, and plan redundancy consultations (UK employment law by default) and organizational change. Text-only, no account; have legal or senior HR review redundancy plans.
- [pm-recruiting](https://hebbmind.com/ko/plugin/pm-recruiting.md): [Plugin] Recruiting and sourcing skills: generate Boolean and X-ray search strings, plan sourcing strategy and draft candidate outreach, plus interview question banks, scorecards, reference-check scripts and offer letters, with an emphasis on structured, fair evaluation. Text-only; no account needed.
- [AI Sales Team for Claude Code](https://hebbmind.com/ko/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.
- [ROS MCP Server](https://hebbmind.com/ko/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.
- [Giving Effective Feedback](https://hebbmind.com/ko/skill/giving-feedback.md): [Skill] Helps managers and HR partners prepare tough performance feedback: frameworks like GAIN and Radical Candor, turning judgments into observable facts, role-playing the conversation, and planning follow-up. Distilled from Lenny's Podcast and Newsletter guests; prompt-only, no account needed.
- [Lenny's Product Skills](https://hebbmind.com/ko/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.
- [Hiring World-Class Product Talent](https://hebbmind.com/ko/skill/hiring-product-talent.md): [Skill] Hiring lessons from 21 Lenny's Podcast and Newsletter guests on recruiting product managers and engineers: defining the role, sourcing through networks, assessing potential and closing offers, with frameworks and question lists. Methodology-focused, for recruiters and hiring managers.
- [Interviewing and Evaluating Candidates](https://hebbmind.com/ko/skill/interviewing-evaluating-candidates.md): [Skill] Collects hiring advice from dozens of Lenny's Podcast and Newsletter guests to help you design realistic work samples or paid trials, shared rubrics and solid reference checks, instead of hiring on interview polish and resumes. Geared to product and tech teams; prompt-only, no account.
- [MySQL MCP Server](https://hebbmind.com/ko/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.
- [imsg](https://hebbmind.com/ko/cli/imsg.md): [CLI] Reads, watches and sends iMessage and SMS on macOS: reads the local Messages database directly, sends through Messages.app, and outputs NDJSON and JSON-RPC for agents. Needs macOS 14+ and Full Disk Access granted to your terminal.
- [eCommerce Skills](https://hebbmind.com/ko/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.
- [GTM Engineer Skills](https://hebbmind.com/ko/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.
- [dailypaper-skills](https://hebbmind.com/ko/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.
- [Simulink Agentic Toolkit](https://hebbmind.com/ko/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.
- [LangChain Skills](https://hebbmind.com/ko/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.

Next page: https://hebbmind.com/ko/tools.md?page=9&profession=algorithm%2Cdata-engineering%2Cdata%2Csupport%2Cfounder
