모든 MCP 서버 가이드

완전한 에이전트 하네스 성능 키트 — 의견이 담긴 skills, instinct, 메모리, 보안 패턴으로 모든 코딩 에이전트를 신뢰할 수 있게 만듭니다.

A single CLAUDE.md file to improve Claude Code behavior, derived from Karpathy's observations on LLM coding pitfalls.

Claude가 못생긴 UI를 생성하게 두지 마세요. 이 skill은 실제 디자인을 가르칩니다 — 타입 스케일, 여백 리듬, 색상 시스템, 접근성 — 웹, 모바일, 데스크톱 전반에서.

Light-weight meta-prompting, context engineering, and spec-driven development system for Claude Code.

Curated, frequently updated list of Claude Skills, plugin marketplaces, and SKILL.md examples — maintained by the Composio team.

즉흥적인 프롬프트에서 엔지니어링급 Claude 사용으로 이동하기 위한 실용적인 플레이북 — 계획, 검증, 훅, 포스트모텀.

Official Anthropic notebook collection — recipes for prompt caching, tool use, citations, batch, files, and agent skills.

14가지 모드 구직 시스템 — 이력서 조정, JD 매칭, 자기소개서, 일괄 지원서 PDF, Go 대시보드.

브라우저 가능한 라이브러리에 1400개 이상의 스킬 팩, 단 한 번의 명령으로 Claude Code, Cursor, Codex, Gemini CLI, Antigravity에 설치하는 CLI.

Visual, example-driven guide to Claude Code — copy-paste templates from basic concepts to advanced agents.

kepano (Obsidian 디자인 리드)의 skills로 에이전트에게 진짜 Obsidian을 가르칩니다 — Markdown, Bases, JSON Canvas, CLI.

83개의 프로덕션 준비 완료 Claude Code 서브에이전트 — 백엔드, 프론트엔드, DevOps, 데이터, 보안 — orchestrator-agent로 오케스트레이션.

Vercel's official collection of agent skills — deploy and manage Vercel from agents.

코딩 에이전트를 위한 프로덕션급 엔지니어링 스킬 — 성능, 접근성, 보안, 디버깅 — Google Chrome 팀 Addy Osmani(『Learning JavaScript Design Patterns』 저자)가 선별.

Google Workspace CLI — Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin. Dynamically built from Discovery, includes AI agent skills.

운영자급 마케팅 skills — CRO, 카피, SEO, 애널리틱스, 성장 엔지니어링. AI가 잡무를 처리하고 당신은 결정을 내립니다.

Reddit, X, YouTube, HN, Polymarket, 웹을 검색하여 근거 있고 날짜가 있는 종합 정보를 제공 — Claude의 '제 생각에는...'이라는 학습 컷오프 기반 추측이 아닙니다.

내부 마케팅 팀 플러그인인 Claude를 위한 성장, CRO, 카피라이팅, SEO, 분석 기술 번들입니다.

Anthropic-managed directory of high-quality Claude Code plugins and skills.

Official Anthropic reference agents, skills, and data connectors for investment banking, equity research, PE, and wealth mgmt.

Claude Code의 실시간 HUD — 컨텍스트 예산, 활성 도구, 실행 중인 서브에이전트, 할 일 진행 상황. 맹목적으로 비행하는 것을 멈추세요.

135 Agent Skills for research, science, engineering, analysis, finance, and writing.

Skills Catalog for Codex — OpenAI's curated and official skills for coding agents.

The open agent skills tool — npx skills, an npm-like installer for agent capabilities.

100개 이상의 특화된 Claude Code 서브에이전트 — 프론트엔드, 백엔드, 인프라, 보안, 성능, 데이터 커버. 제너럴리스트가 아닌 전문가를 호출하세요.

Claude Design의 오픈소스 클론 — 19개 skills + 71개 브랜드급 디자인 시스템, 샌드박스 미리보기, HTML/PDF/PPTX/MP4 내보내기.

Specification and documentation for the Agent Skills open standard.

Anthropic의 공식 Claude 커리큘럼 — 프롬프트 엔지니어링, 도구 사용, RAG, eval — 학습 가능한 스킬 리소스로 패키징.

Forces Claude to use disk-based markdown files as persistent memory — task_plan.md, findings.md, progress.md — instead of losing state in context resets.

133 domain-expert skills covering bioinformatics, drug discovery, clinical data, ML, and scientific writing — Claude becomes a credible research collaborator.

Matt Pocock의 개인 .claude 디렉터리 — TS OG에서 직접 얻은 독보적인 TypeScript, 테스트 및 워크플로 기술입니다.

AI 에이전트 플로우를 위해 설계된 세로 탭이 있는 Mac 네이티브 터미널 — 여러 Claude Code/Codex 세션을 동시에 볼 수 있습니다.

아이디어를 공유 가능한 비주얼로 — 샤오홍수 카드, 인포그래픽, SVG 다이어그램, 슬라이드 덱 모두 자연어 prompt로.

실제 게임 스튜디오를 반영하는 49명의 에이전트와 72개의 워크플로 기술 — Claude Code를 미니 개발팀으로 바꿔보세요.

A curated directory of 1000+ hand-picked agent skills for Claude Code, Codex, Gemini CLI, Cursor, and more.

Claude를 사용하여 웹 기반 슬라이드 데크를 생성하세요. HTML/CSS 슬라이드, 실제 전환, PowerPoint 없음, URL을 통해 공유 가능.

AI가 생성한 산문을 다시 작성하여 "ChatGPT가 이것을 작성했습니다"라고 비명을 지르는 em-대시, 세 개의 콜론 및 헤지 주장을 잃습니다.

디자인 취향 — 타이포그래피, 간격, 색상, 구성 규칙 — 을 인코딩하여 Claude가 일반적인 UI를 만들지 않고 시니어답게 읽히는 작업물을 만들게 합니다.

Claude를 위한 Anthropic 공식 레시피 북 — 캐싱, 배치, RAG, 에이전트, 멀티모달, 인용 — 실행 가능한 노트북 포함.

Turns docs sites, GitHub repos, PDFs, and videos into ready-to-use SKILL.md bundles — a factory for making new Claude skills.

Claude에서 Google NotebookLM을 조작하세요 — 노트북 생성, 소스 수집, 오디오 개요 생성, 웹 UI가 숨기는 기능 포함.

Anthropic-curated plugin/skill bundle aimed at knowledge workers using Claude Cowork — docs, comms, analysis, and PM flows.

100+ agentic skills, commands, and plugins for product management — discovery, strategy, execution, launch, growth.

Claude Code를 위한 가장 많은 스타의 awesome 목록 — 슬래시 명령, 에이전트, 스킬, 훅, MCP, 모두 하나의 큐레이션된 인덱스.

Curated directory of Claude Skills — specialized instruction sets that teach Claude repeatable tasks with progressive loading.

60개 이상의 Claude Code 슬래시 명령 — /commit, /review, /test, /docs, /refactor — 프로젝트 전반에서 일관성 유지.

Anthropic의 포크-앤-런 퀵스타트 템플릿 — 에이전트, 컴퓨터 사용, 고객 지원, 금융 어시스턴트 — 프로덕션 형태의 스캐폴드.

235+ production-ready skills across engineering, product, marketing, compliance, and C-level advisory — a full-stack team in one clone.

Official Hugging Face skill pack — give agents the power of the HF ecosystem.

All parts of Claude Code's system prompt and built-in tool descriptions, versioned per release.

모든 코드베이스를 위한 시각적 온보딩 — 단순히 다이어그램을 그리는 것이 아니라 시스템을 가르치는 구조적·도메인 지식 그래프.

Another well-maintained curated list of Claude Skills with categorised entries — useful cross-reference next to ComposioHQ's list.

Claude Code CLI를 위한 실제 상태바 — powerline 스타일, 커스터마이즈 가능한 위젯, 작업하는 동안 실시간 비용/사용량 추적.

Skill that turns plans, diffs, audits, and tables into rich HTML pages or slide decks.

45 Claude Code tips + the dx plugin skill bundle.

Edit videos with coding agents — skill for HyperFrames, kinetic typography, and product motion.

66 full-stack developer skills across 12 categories — auto-loads the right reference when you ask about NestJS JWT, React hooks, or Postgres indexes.

Claude Code의 프로젝트 관리 레이어로 GitHub Issues + Git worktree 사용 — 모든 이슈가 브랜치가 되고, 모든 에이전트가 격리된 환경에서 작업하며, 교차 오염 없음.

LLM 코딩 에이전트를 자율 ML 연구자로 전환하는 skills — 아이디어 발굴, 크로스 모델 리뷰 루프, 야간 실험 자동화.

Anthropic의 공식 레퍼런스 스킬 컬렉션 — SKILL.md 형식과 모범 사례를 위한 표준 예시.

Official GitHub Action that runs Claude Code in CI — bring agent skills to your PR review and triage flow.

Anthropic's official suite of plugins and skills for legal workflows.

중국어 텍스트의 AI 냄새 제거 표준 — 대량의 실제 코퍼스로 튜닝된 규칙 세트, 공众号/小红书/블로그의 기계 번역 투를 전문적으로 처리.

Claude Code workspace for long-form SEO blog content — research, writing, on-page optimisation, and content-ranking loops.

87 ML-research skills covering training, fine-tuning, distributed systems, inference, and paper writing — Claude becomes a credible ML infra collaborator.

GEO 우선 SEO 기술 — 인용 가능성 점수 및 크롤러 분석을 통해 AI 검색(Perplexity, Gemini, ChatGPT)을 최적화합니다.

테스트, 디버깅, 리팩토링, 아키텍처를 다루는 큐레이션된 Anthropic 형식 스킬 — agents 레포의 검증된 동반자.

Lets Claude Code query Google NotebookLM notebooks via automated browser interaction.

에이전트가 구동할 수 있는 devtools 지원 브라우저를 실행하는 Claude Skill(탐색, 클릭, 검사, 스크린샷)

Claude Code project configuration showcase — hooks, skills, agents, commands, GitHub Actions workflows.

MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF에 매핑된 754개의 구조화된 방어적 사이버보안 스킬 — AI 에이전트를 감사 가능한 보안팀으로 전환합니다.

Claude의 HTML 기본 디자인 기술 — 충실도 높은 프로토타입, 슬라이드, 애니메이션, MP4 내보내기, 20가지 디자인 원칙.

Claude Code skill for Android APK reverse engineering — apktool, jadx, Frida workflows.

Agent Skills library for the Stitch MCP server - design-to-code conversion patterns for AI coding agents.

A meta-skill that turns vague requests into tight, effective prompts for Claude, ChatGPT, Midjourney, Cursor, and 30+ other AI tools.

프롬프트에서 매거진 스타일 HTML 슬라이드 덱 생성 — 단일 파일, 수평 스와이프, 10개 레이아웃, 5개 큐레이션 테마, WebGL 히어로. PowerPoint를 열지 않고 능가.

Tutorials, guides, and an agent skills directory aggregated from across the ecosystem.

obra의 큐레이션된 파워 유저 스킬 번들 — git, 디버깅, 플래닝, 프롬프트 제작을 위한 의견 있는 워크플로우.

Turns Claude Code into a full SEO agency — 19 sub-skills, 12 subagents, /seo commands for audits, schema, GEO, local, and Google API integration.

보안 코드 검토, 취약점 감지 및 방어 감사 워크플로를 위한 Trail of Bits의 Claude Code 기술입니다.

Official Anthropic GitHub Action — uses Claude to scan PR diffs for SQL injection, XSS, auth flaws, and unsafe dependency usage.

Desktop Extensions(DXT) — MCP 서버를 Claude Desktop의 원클릭 설치 프로그램으로 패키징, 매니페스트, 런타임, 서명 포함.

시니어 엔지니어의 습관을 Claude Code 스킬로 패키징 — 작은 커밋, 타이트한 리팩토링, 집중된 디버깅, 신중한 리뷰. 이미 알고 있는 것을 반복 가능하게 만듭니다.

레포지토리를 가리키면 주석이 달린 코드, 다이어그램, 내러티브가 있는 단일 HTML '코스'를 생성합니다 — 비엔지니어와 신규 입사자를 위한 튜토리얼처럼.

목표를 입력하면 결과가 나옵니다 — Claude가 변경을 제안하고, 실행하고, 측정하고, 승리를 유지하고, 손실을 버리고, 반복합니다. Andrej Karpathy의 autoresearch 루프를 스킬로 패키징.

Claude Code Guide — setup, commands, workflows, agents, skills, tips and tricks from beginner to power user.

하나의 Claude Code 스킬로 5단계 학술 워크플로 — 리서치 → 작성 → 리뷰 → 수정 → 마무리. '어디서부터 시작하지'라는 순간을 대체합니다.

Paul Hudson's SwiftUI patterns packaged as a Claude skill.

Obsidian vault를 자기 유지 위키로 전환 — Claude가 중요한 것을 저장하고, 링크하고, 공허 속으로 노트를 버리지 않고 그래프를 성장시킵니다.

Context management for Claude Code — hooks maintain state via ledgers and handoffs, isolated context windows.

47 battle-tested PM skills covering PRDs, discovery, prioritization, roadmaps, positioning, and exec coaching — turns Claude into a credible PM partner.

워크플로를 설명하면 Markdown 기반의 두 번째 뇌를 설계해 줍니다 — 템플릿 없이, 당신에게 맞는 구조로.

Surface AI blindspots before you ship — put up to 8 AI models on every research, plan, and review task.

Official Remotion Agent Skills — programmatic video generation rules for AI coding agents.

Meta-skill that designs domain-specific agent teams on demand — gives Claude a structured way to spin up specialists.

Skill that gives Claude the ability to generate Excalidraw diagrams.

Zero-config frontend deploys to IPFS via one CLI command — Claude runs `pinme upload dist` and hands back a preview URL.

Autonomous game development for Godot and Bevy with Claude Code and Codex — frame-grounded self-repair from screenshots.

Peter Steinberger's shared scripts and skills used across his agent repositories.

A discovery hub and marketplace for Claude Code plugins, agents, commands, hooks, and skills — 20k+ community extensions.

Runs 250+ paid-ads audit checks across Google, Meta, YouTube, LinkedIn, TikTok, Microsoft, and Apple — with scoring, creative review, and PDF reports.

Claude writes and runs custom Playwright scripts on-demand — headed browser, real output — no pre-baked test library to memorize.

Templates and workflow for generating PRDs, Tech Designs, and MVPs using LLMs for AI IDEs.

inspect-element에서 CSS를 복사-붙여넣기하지 않고 Nothing 미학으로 UI 생성 — 모노크롬, 도트 매트릭스, 인더스트리얼 타입, 투명 레이어.

Open-source marketplace with 425 plugins, 2,810 skills, and 200 agents — installable via the ccpi CLI package manager.

Official Supabase skills - auth, RLS, edge functions, and Postgres best practices for AI agents.

Automated TDD enforcement for Claude Code — blocks code without tests, works across languages and runners.

동일한 저장소에 대해 여러 코딩 에이전트를 병렬로 실행하고 병합 오케스트레이션까지 — 하나의 에이전트로 부족할 때 유용.

All powerful skills of ClaudeKit.cc — a comprehensive Claude Code skill pack.

Agent skills for solving CTF challenges — web exploitation, binary pwn, crypto, reverse engineering, forensics, OSINT.

Claude Code를 반복적으로 수정하는 것을 멈추세요. pro-workflow는 수정 사항을 캡처하고, worktree를 병렬화하고, 컨텍스트를 몇 주에 걸쳐 축적합니다.

Security Scanner for Agent Skills — prompt injection, data exfiltration, malicious code detection.

Interactive course teaching product managers how to use Claude Code — files, mentions, agents, custom sub-agents, real PRD workflows.

A collection of AI agent skills for working with Expo projects and Expo Application Services.

Open-source SKILL.md pack for AI financial analysis and trading — valuation, screening, and portfolio review workflows for Claude.

General-purpose scientific writer skill - paper drafts, lit review, and citation formatting.

6 skills encoding 150+ Lighthouse audits and Core Web Vitals patterns — Claude diagnoses and fixes LCP, INP, CLS, and accessibility issues.

Claude Skill로서의 마케팅 운영 시스템 — 키워드 리서치, 온페이지 감사, GEO(LLM 인용) 확인, 광고 카피 반복, 모두 하나의 레포지토리에.

AI Marketing Suite for Claude Code — 15 marketing skills, parallel subagents, client-ready PDF reports.

품질 게이트가 내장된 스펙 기반 Claude Code — 모든 변경이 계획 → 스펙 → 구현 → 검증을 거쳐 반영됩니다.

Mega-toolkit — 135 agents, 35 curated skills, 42 commands, 176+ plugins, 20 hooks, 15 rules, and integration with SkillKit.

Skills for teaching agents how to build on Cloudflare - Workers, Durable Objects, D1, R2, KV.

Claude Code, OpenClaw, OpenCode, Codex에 걸친 통합 시맨틱 메모리 — Markdown 소스 파일, Milvus 기반 검색.

Audit and rewrite content to remove AI-tell patterns (em-dashes, 'delve', etc.).

말로 영상 편집 — 클립 범위, 접합, 자막, 음량 정규화, 모두 내부적으로 FFmpeg를 사용하는 Claude로.

Maintained by Anton Babenko — Terraform and OpenTofu patterns from terraform-best-practices.com and terraform-aws-modules, with when-and-why decision frameworks.

AGENTS.md rules / skills inspired by Clean Code, Refactoring, DDD, Clean Architecture, and DDIA.

컨텍스트를 공격적으로 정리하는 Rust 도구 — 불필요한 import 제거, 주석 단축, 로그 압축 후 에이전트로 전송.

A super-skill that routes between 340+ governed sub-skills with a clarify→plan→execute→verify workflow and cross-session memory.

Grep-style search over 10k+ curated Gemini/Nano Banana image prompts — Claude recommends 3 matches with samples and copy-paste-ready text.

Agent-optimized React Native skills - performance, navigation, and GitHub Actions for mobile.

Write WeChat Official Account articles in Markdown — Claude converts styling, uploads images, and drops the draft into your WeChat backend.

Hook-based safety net for Claude Code — catches destructive git/file operations before they happen.

일관된 AI 초상화 프롬프트 생성 — 레퍼런스에서 특징을 추출하고 다운스트림 이미지 모델을 위한 스타일 고정 프롬프트를 방출합니다.

브라우저 동작을 기록하고 Claude 스킬 또는 MCP 명령으로 내보냄 — 수동 플로우를 에이전트가 호출할 수 있는 루틴으로 변환.

AI Legal Assistant skill for Claude Code — contract review, NDA generation, compliance auditing, PDF reports.

AI-native video production toolkit for Claude Code — Remotion, ElevenLabs, FFmpeg, and Playwright skills wired together.

A curated catalog of LLM agent skills — part directory, part implementation library — covering docs, dev, data, marketing, security, and more.

ISO 26262, AUTOSAR, ASPICE, MISRA를 다루는 100개 이상의 스킬 — Claude에게 자동차 공학에서 사용하는 어휘와 규칙 세트를 부여합니다.

18 AWS service skills — IAM, Lambda, DynamoDB, S3, ECS, EKS, CloudFormation, Bedrock, and more — with CLI refs and battle-tested patterns.

Hand-crafted Claude Code skills for higher-quality agent results.

수정 방식을 조용히 학습하는 Claude Code — 수정 사항, 선호도, 칭찬을 캡처해서 CLAUDE.md / AGENTS.md에 반영합니다.

실제로 전환율을 높이는 설문 형식 앱 온보딩 초안 작성 — 카피, 분기 로직, 페이월 배치까지, 실제 출시된 앱에서 검증된 방식.

Professional Claude Code skills marketplace — 52+ production-ready skills for dev workflows.

20 skills across Research → Build → Optimize → Monitor phases, with explicit SEO-vs-GEO split and skill-to-skill handoff contracts.

Archive of the contents of /mnt/skills inside Claude's code interpreter environment.

Claude의 관용적인 .NET 8/9 — xUnit 테스트, BenchmarkDotNet 성능, NuGet 패키징, async/await 정확성, C# 스타일을 위한 스킬.

List of 67 DESIGN.md / SKILL.md design skill files for Claude, Codex, Cursor, Stitch.

Synalinks 퍼스트파티 스킬 — 신경 기호 AI 프레임워크 — Claude가 Synalinks 프로그램을 작성하고 디버그할 수 있도록 합니다.

Claude로 WebGPU + Three.js 프로젝트 시작 — 보일러플레이트, 셰이더 패턴, 성능 검사, 모두 하나의 스킬로.

Next.js skills from Vercel Labs - App Router patterns, server actions, caching, and Vercel deploy.

Swift 6와 싸우지 않는 Apple 플랫폼 개발 — SwiftUI, 구조화된 동시성, @Observable, 현대적 빌드 툴링을 위한 의견 있는 스킬.

에이전트를 위한 VM 격리 코드 실행 — Python, Playwright, 영속 Jupyter 커널, 모두 호스트에서 샌드박스 처리.

Enforces obedience on agentic workforces — deterministic, hallucination-free self-orchestration for complex tasks.

22 optimized scripts wrapping xcodebuild + iOS simulator — Claude builds, runs, and interacts with apps via accessibility APIs, not pixel coords.

Structured deep research skill for Claude Code / OpenCode / Codex with human-in-the-loop control.

Pack of domain-specific skills (full-stack, data, infra) bundled as a single Claude plugin.

Skills used by the Sentry team - SDK setup, error tracking integration, and release workflows.

Automated collection of Claude Code plugin adoption metrics across GitHub repos.

Full-stack Claude Code skills for Cloudflare, React, Tailwind v4, and AI integrations — opinionated and current.

Claude가 볼트를 인식하게 — 노트로 먼저 리서치하고, 백링크 유지, MOC, 주기적 검토 큐를 관리하는 에이전트 스케줄링.

Two skills — tutor-setup turns PDFs/docs/codebases into an Obsidian study vault; tutor then quizzes you with progress tracking and spaced review.

Meta-skill toolkit: interactive builders that generate production-ready Claude Skills, agents, slash commands, and hooks for you.

Comprehensive setup guide for Claude Code with PRD-driven workflows and ultrathink modes tuned for Swift/SwiftUI.

프로젝트 메모리 스캐폴드 + 드리프트 감지기 — AI 코딩 에이전트가 어제의 스냅샷이 아닌 프로젝트의 실제 상태에 근거하도록 유지.

AI Agent Orchestrator with Skills System — memory search, code graph queries, agent-to-agent messaging.

Battle-tested Claude Code & OpenAI Codex configuration — skills, plugins, hooks, MCPs in one synced repo.

Curated collection of official and community-built Claude Skills for productivity, creativity, coding.

Generate and evaluate agent skills for Claude Code, OpenCode, OpenAI Codex from datasets.

모든 레퍼런스 UI에서 정량화된 Design DNA 추출 — token, 정성적 스타일, 시각 효과 — 그것과 일치하는 컴포넌트 생성.

Official HashiCorp Claude Code plugins + agent skills for Terraform, Vault, Nomad.

Skills for creating and editing PPTX, DOCX, XLSX, and PDF from Claude Code — with automation helpers for batch workflows.

복잡한 사이트에서 브라우징, 스크래핑, 구조화된 데이터 추출 — 완전한 headless 브라우저 구동보다 빠르고 저렴.

아이디어에서 Bilibili / YouTube 팟캐스트 영상까지 한 번에 — 스크립트 작성, 멀티 보이스 TTS, 자동 조합, 다국어.

48 book-derived agent skills — Clean Code, DDIA, JTBD, Hooked, Made to Stick — turning canonical texts into actionable pair-programming and thinking partners.

Phase-based skill router + creator — triages each request, analyzes via 11 thinking lenses, generates XML specs, and runs multi-agent approval before shipping.

Plan-first AI workflow plugin for Claude Code, OpenAI Codex, and Factory Droid — turns big asks into reviewable plans.

Agent Skills for iOS 26+, Swift 6.3, SwiftUI, and modern Apple frameworks.

WuMing의 일상 사용 스킬 번들 — 코드 리뷰, 문서 생성, 워크플로 개선을 위한 실용적인 유틸리티.

YAML로 에이전트 팀을 정의 — Wegent가 실행하고, 공유 메모리를 관리하며, 전문가 간에 작업을 라우팅합니다.

Engineering workflow plugins with an Execution Runtime that cuts bulk-op tokens 90-99% — Git automation, testing, code review, visual docs.

Give Claude the ability to watch and understand videos — frame extraction, transcript alignment, scene-level reasoning.

33 learning skills from K-12 through career — turns Claude into a tutor that uses spaced repetition, active recall, and Socratic dialogue instead of just answering.

A 22-skill blog ecosystem with /blog slash commands — 4 agent personas (Researcher, Writer, SEO, Reviewer) and dual Google + AI-citation optimization.

Generate striking presentations with gpt-image-2 — 10 bundled styles plus pptx cloning.

Claude Code plugin wrapping 183+ pentesting & OSINT tools from hackingtool — auto-runs what it can, hands off the rest.

Comprehensive Claude Code code-review skill covering React 19, Vue 3, Rust, TypeScript, TanStack Query v5, and more frameworks.

Claude Code skill that auto-inserts contextual illustrations into articles and covers — Gemini, Excalidraw, and Mermaid combined.

Official ClickHouse skills - schema design, MergeTree tuning, and SQL performance for analytics.

Library of go-to-market skills for Claude Code, Codex, and Cursor — ICP drafting, outbound, competitive intel, messaging tests.

34 open-source marketing skills for Claude Code — SEO audits, blog writing, email sequences, ads, analytics, and growth playbooks.

Swift Concurrency agent skill - async/await, actors, structured concurrency rules for AI coding tools.

CLI and Agent Skill for Firecrawl - add scrape, search, and browsing capabilities to AI agents.

Claude Code skill that emits engineer-focused PRDs designed to feed AI task-breakdown tools like Taskmaster directly.

Claude Code skills to download sources — articles, PDFs, and YouTube transcripts.

12 Convex-specific skills covering functions, schema, realtime, cron, HTTP actions, file storage, agents, security audits, and migrations.

Design modular systems from functional requirements — DDD-flavored skill that turns requirements into module boundaries.

Generate consulting-grade decks — 40 slide templates + sub-skills tuned for executive narratives.

Official Angular framework skills - app generation, signals, and migration playbooks.

Claude skill for academic talks — enforces action titles, exhibit discipline, citation standards, and communication-first design.

LLM-first SEO with 16 sub-skills, 10 specialist agents, 33 evidence-collector scripts — works in Antigravity, Codex, and Claude Code.

Claude skill to generate favicons, app icons, and social media images from logos or emojis.

CLAUDE.md generator and maintenance tool aligned with Anthropic's Claude Code best practices.

Production-ready dev workflows for Claude Code powered by specialized AI agents.

Umputun's working set of Claude Code utilities — small skills + hooks tuned over months of daily use.

Agent skill suite that teaches Claude how to read, author, and debug n8n workflows.

Drop a CSV, get summary stats, missing-data flags, and quick charts — without writing pandas.

Claude Code skills for Apple platform dev — iOS, macOS, iPadOS product validation, codegen, and App Store optimization.

Japanese tax-return automation AI agent plugin — bookkeeping to e-Tax submission.

Spec-driven development with smart compaction — Ralph Wiggum loop plus structured specification workflow.

Claude Code plugin for Elixir/Phoenix/LiveView — 20 specialist agents, Iron Laws, Tidewave MCP integration.

Experimental skills for Claude Code Superpowers — new techniques under active development.

Kubernetes Skill for Claude Code and Codex — grounds K8s/Helm output in official best practices.

40개 이상의 CLI 에이전트에 걸친 결정론적 오케스트레이터 — 감사 가능하고 재현 가능한 실행, 단일 모델에 의존하지 않습니다.

App Store Optimization automation with 4 sub-agents — real iTunes API data, character-validated metadata for Apple and Google, 47-item launch checklist.

9 compliance frameworks as Claude skills — ISO 27001, SOC 2, FedRAMP, GDPR, HIPAA, NIST CSF, PCI DSS, TSA, ISO 42001. 94% eval pass vs 72% baseline.

Posit's curated Claude Skills collection — R, data-science, Quarto, and workflow skills from the people behind RStudio and Shiny.

Real-debugger skill: breakpoints, stepping, variable inspection.

Open-source Claude Code skills, agents, and slash commands for AI-powered pentesting, bug bounty, and security research.

A curated directory of 50+ verified Claude Skills plus a tutorial on building your own — both catalog and on-ramp.

The missing linter and LSP for AI-coding-assistant configs (CLAUDE.md, SKILL.md, hooks, MCP).

Security-audited Claude Skills marketplace — one-click install, quality-verified, less risk than scraping community repos.

Cross-session context for Claude Code — CLI + MCP + /story skill tracking tickets and handovers.

AI image generation skill for Claude Code — a creative director powered by Gemini that prompts the model so you don't have to.

Claude agent skills for AWS — shell-first workflows covering common services, with sensible defaults and least-privilege IAM.

Marketing frameworks that AI actually executes — positioning, campaign planning, content ops — for Claude Code and similar agents.

AI skills for startup validation, competitive intel, and planning — the solo-founder's strategy co-pilot in Claude Code.

Claude Code skill that methodically upgrades Rails — from audit through deprecation fixes to bundle update — without breaking everything.

General-purpose agent skill collection for AI coding assistants — a sampler set covering everyday dev tasks.

Practical agent skill pack for DevOps work in Claude Code and Codex — pipelines, IaC, observability.

Chinese Buddhist Master persona skill grounded in FoJin (佛经) scripture — faithful teaching voice, not generic spirituality.

Claude Code skill teaching Playwright best practices — locators, network stubbing, trace viewer, parallelism — from the TestDino team.

AI contract review with CUAD-based risk detection, market benchmarks, and lawyer-ready redlines — not a replacement for counsel, but a fast first pass.

Official Better Auth skills - set up auth with multiple providers, sessions, and 2FA via AI agents.

108 SEO audit rules across 12 categories — Core Web Vitals, security headers, structured data, accessibility — run from Claude Code.

Community Agent Skills for fal.ai - image, video, and model deployment from AI coding agents.

一个 Claude Code Skill：每天自动抓取、分析、分类 AI 前沿资讯，产出可读的日报。

통합 aelf 블록체인 스킬 허브 — Claude Code, Cursor, Codex, OpenClaw 전반에서 탐색, 라우팅, 부트스트랩, 헬스 체크를 제공합니다.

실용적인 Claude Code 스킬 개인 컬렉션 — 일상 사용을 통해 조율된 생산성 헬퍼와 소규모 자동화.

A Claude skill for d3.js — interactive data visualization creation.

NotebookLM researches with citations, Claude writes the content — a four-phase Collect → Research → Generate → Publish workflow.

Teaches Claude Code to build modern Android apps the Google way — Clean Architecture, Compose, Hilt, Room, Flow, offline-first, multi-module by feature.

Skills that make AI coding assistants write production-grade ROS1/ROS2 code — SOLID principles, design patterns, and real tests.

하나의 설치로 107개의 스킬, 37개의 전문 에이전트, 188개의 훅 — 프로덕션 패턴이 내장되어 있습니다.

Claude Code skill that integrates ffuf for authorized web fuzzing and reconnaissance.

Official Qt AI engineering skills - QML, widgets, signals/slots, and Qt Quick for coding agents.

150+ specialized skills for software dev — frontend, backend, automation, UI/UX, SEO, DevOps — each a focused, ready-to-use capability.

글쓰기 스킬 팩: 캐릭터 바이블, 씬 초안, 3막 구성 분석, 라인 편집 — 워크숍처럼 오피니언이 있습니다.

Claude Code skills for AI-powered job search, resume tailoring, and cover letter writing.

A pragmatic, self-deprecatingly named collection of everyday Claude Skills — the boring-but-useful helpers you actually reach for.

Codebase intelligence skills — build a persistent .nexus-map/ knowledge base and query file structure, dependencies, and change impact.

하나의 스킬 팩으로 웹사이트 전체 라이프사이클 커버 — 브랜드 보이스, 디자인, 콘텐츠, SEO, 개발, 운영, 성장, 리서치 — 스택에 무관합니다.

Comprehensive reverse-engineering of Claude.ai's 37 internal tools — schemas, behavior, reproducible discovery.

Claude Code Skills Marketplace tuned for DevOps workflows — IaC, CI/CD audit, k8s diagnostics, and incident playbooks.

Make Claude a senior WordPress engineer — security, performance, Gutenberg blocks, theme and plugin discipline.

Excluded from FreeMCPLab — anti-detection / ToS-violating tooling.

Free Google AI Mode search with citations, driven by Claude — persistent browser profile, query optimization, token-efficient.

Claude Code skills for journalism and academia — verification, FOIA drafting, data journalism, and academic writing patterns.

에이전트 시크릿을 위한 로컬 우선 vault — 에이전트는 값이 아닌 시크릿 이름을 참조; 값은 절대 로컬을 벗어나지 않습니다.

Sanity skills for content modeling, GROQ query optimization, and Studio customization.

Teach Claude the Symfony UX stack — Live Component, Twig Component, Turbo, Stimulus — so it writes idiomatic full-stack Symfony code.

Any-agent skill to generate beautiful architecture diagrams with theme toggle and multi-format export.

Manage your Claude Agent Skills declaratively with Nix — reproducible skill sets across machines.

Open-source AI skills for EB-1 and EB-2 NIW immigration petitions — built for Claude.

OWASP best practices baked into Claude Code — Top 10:2025, ASVS 5.0, Agentic AI security, plus 20+ language-specific quirks.

Universal CLI for agent skills — browse 40,000+ skills from SkillsMP and sync to Cursor, Claude Code, Copilot, Codex, and Antigravity.

Community workflows for Antigravity AI — reusable prompts and automations shaped like Claude Skills.

Spring Boot skills for AI coding agents — idiomatic Boot 3.x, Testcontainers, Jakarta EE patterns.

An Agent Skill that teaches Claude how to build Obsidian plugins — Plugin API, manifest.json, release flow.

GA4 + GTM event tracking automated — site analysis, event schema, GTM sync, preview verification, and publishing from your agent.

웹 전반의 Claude/Agent 스킬을 큐레이션한 인덱스 — awesome-list와 비슷하지만 MDX 사이트로 탐색할 수 있습니다.

Publishes Markdown or HTML articles to your WeChat Official Account as drafts via a third-party relay API — no browser automation.

Auto-updates terminal window titles with the current Claude Code task — stop guessing tabs.

Convert markdown documents and chat summaries into downloadable EPUB ebooks for Kindle.

AAHL skill pack — Home Assistant control, TTS (Edge / GLM), DuckDuckGo search, weather, crypto, Lark/Feishu, movie search, price compare.

Formats Chinese .docx files to Chinese government / academic / legal standards — fixes indentation, punctuation, fonts, numbering with python-docx.

semver 릴리스를 통해 Claude Code(/plugin을 통해)와 Claude.ai(ZIP 업로드를 통해) 모두에 동일한 기술을 제공하는 하나의 마켓플레이스 저장소입니다.

Production-ready Claude Code skills for Cloudflare, React, Tailwind v4, and AI integrations — the modern full-stack bundle.

Terraform skill that actually follows HashiCorp best practices — eliminates LLM hallucinations with grounded, modular IaC.

Expo + React Native skill for Claude Code — scaffolds screens, wires navigation, and respects the Expo way instead of reinventing it.

Design screens that actually follow Apple's Human Interface Guidelines — Claude checks your layout, typography, and interactions against HIG.

Turn vague prompts into structured, expert-level prompts using 7 research-backed frameworks — CO-STAR, RISEN, RISE, TIDD-EC, RTF, CoT, CoD.

Official Datadog Labs skills for APM, logs, monitors, and LLM observability — powered by the pup CLI behind dd-apm.

E-commerce skills for Amazon, Shopify, Etsy, TikTok Shop — product research, marketing automation, supply chain, and analytics.

197 bioinformatics and life-science skills — RNA-seq, single-cell, drug discovery, proteomics — 92% on BixBench. Powers OmicsHorizon.

Amazon seller skills — keyword research, competitor analysis, listing audit — built for Claude Code, Cursor, Windsurf, and Codex.

Claude Code skills for modern web dev — 3D graphics, animation, and interactive experiences.

A human + AI music-production workflow for Suno — skills, prompt templates, and helpers that keep you in creative control.

221 construction-industry skills for Claude Code — BIM analysis, cost estimation, scheduling, and document control in one bundle.

An options-trading advisor skill — Claude structures thesis, checks Greeks, and surfaces risk before you hit send.

Teach Claude to design McKinsey-style PowerPoints: 70 consultancy layout patterns, flat design discipline, built on python-pptx.

245-skill mega-bundle for Claude Code, Codex, Cursor, and 8 other coding agents — 653 Python tools, 32 agents, 26 slash commands in one repo.

A public marketplace of Solana-related skills from Sendai — teach Claude on-chain Solana development patterns.

One prompt, a shippable SwiftUI interface — anti-slop design system for AI agents.

Evaluate Agent Skill quality — find the weakest link, fix it, and prove the fix worked with before/after metrics.

A Claude skill that teaches the agent how to manage Linear issues, projects, and cycles through the Linear MCP and SDK.

9 Claude Code skills for analytics engineering: 7 dbt workflows + 2 Snowflake query optimizers. 53% pass on real dbt tasks, 84% on Snowflake tuning.

Claude Code skill plugins for financial services — 81 skills across 7 domain plugins (investment, compliance, trading, ops).

Agent Skills for the Venice.ai API - chat, embeddings, image, and media generation.

Agent skill for the Narrator AI video-narration CLI — Claude drives end-to-end narration runs from the command line.

AI-powered cybersecurity agent inspired by Claude Agent SDK — defensive security operations only.

N-wise (pairwise) test case generation with the pypict library.

Bootstrap a Claude Code project with 40+ skills, meta-commands, TOON format.

Make Claude an Android Compose dev — idiomatic @Composable, state hoisting, Material 3, proper previews.

사람이 읽을 수 있는 4개의 파일(bugs.md, Decision.md, key_facts.md, Issues.md)은 Claude가 변경 사항을 제안하기 전에 읽는 파일입니다. 데이터베이스가 없는 프로젝트 메모리.

180+ task-oriented Claude Code skills across 8 packs covering the full software engineering lifecycle — bug fixing, testing, DevOps, formal verification, security.

Portable Claude Skill that turns Claude into an expert designer for HTML decks, landing pages, prototypes, posters.

Defensive CTI + OSINT analysis skill for Claude Code — 67+ commands and 35 techniques, no API keys required.

175 marketing skills for AI agents encoding real frameworks — Dunford on positioning, Schwartz on copy, Cialdini on persuasion, Ogilvy on ads.

Engineering workflow commands with quality gates and TDD enforcement.

Claude skills pack for DSPy — program language models, optimize prompts, build RAG pipelines systematically.

Claude Code skill that walks you through claiming the aelf AI bounty on tDVV via RewardClaimContract — supports both EOA and Portkey CA wallets.

Claude Code plugin for frontend UIs that don't look like every other ChatGPT-generated page — escape the purple-gradient-and-rounded-corners aesthetic.

Plan and conduct genealogy research with Claude.

Claude as creative director: 20+ ideation methodologies, Cannes-calibrated scoring, recursive refinement from brief to deck.

Modern UI/UX guidance covering CRAP, HCI laws, and design system thinking.

Library of skills covering the full analyst workflow — quality checks, deep-dive analysis, dashboards, and stakeholder write-ups.

6 CLI tool skills for AI coders — Grok search, Exa semantic search, sequential thinking, time utilities, Serena code nav, ace-tool prompt enhancement.

Create, run, rate, and iterate your Claude Skills — Dan Abramov's skill-workshop skill, a meta-loop for getting skills actually good.

Curated list of Agent Skills for AI coding agents — Claude Code, Codex, Cursor.

Agent Skills for Neon Serverless Postgres - branching, autoscale, and connection management.

A skills pack that audits, re-engineers, and bootstraps projects following AI-first design principles.

Convert any file (logs, PDFs, transcripts, code) into a beautiful, shareable HTML page.

Official MathWorks Agent Skills for MATLAB — makes Claude actually write idiomatic MATLAB instead of generic numeric code.

Connects Claude to your personal health records via SMART on FHIR — ask questions about your labs, meds, and visits without exporting anything.

npm for Claude Code skills — install, pin, lockfile, sync across Claude Code / Cursor / Windsurf / Continue, with checksum verification and collections.

AY Automate's 10-skill bundle — React/Tailwind artifacts, MCP client, Remotion video, Excalidraw, Claude SEO, NotebookLM, and more.

Delegates code execution to Codex CLI while Claude orchestrates — adversarial plan review and iterative refinement between two AI models.

15+ InfraNodus-backed skills for thinking: critical perspective, ontology building, perspective reversal, cognitive variability, SEO gap analysis, Vipassana-for-LLMs.

Format markdown articles for 微信公众号 publishing — turn a draft into properly-styled WeChat-ready HTML with one prompt.

Claude skills for Swedish accounting compliance — bookkeeping law, tax rules, and reporting requirements.

14 design principles plus auto-review for building web UIs that AI agents can navigate reliably — semantic HTML, stable test IDs, no hidden interactions.

Teaches Claude Code how to build CocoIndex data-transformation pipelines — real-time incremental processing for vector DBs and knowledge graphs.

B2B vendor evaluation skill — domain-expert questions, evidence-based scoring, and structured vendor interviews.

Paste your paper text, get publication-ready LaTeX/TikZ diagrams — Claude picks the right figure type and draws it.

Commercial-grade image generation + editing: 18+ capabilities including object replace, background remove (RMBG-2.0), upscale, restyle, relight, product photography — 37+ agent compatibility.

Capture a person's reasoning style — principles, taste, decision patterns — into an LLM-native Agent Skill you can converse with.

Restored 'Claude in Excel' and 'Claude in PowerPoint' SKILL.md packs — DCF, LBO, 3-statement, comps, deck refresh workflows.

Turn a long podcast or stream into ready-to-post Shorts — Claude picks the highlights, Remotion animates the captions.

Local-first personality distillation engine — analyze your own patterns (forge-self) or preserve a loved one's voice (forge-persona) from chat records and journals.

A tested skill library for ChatGPT — custom instructions, prompt patterns, and workflows you'd otherwise rebuild every time.

Draft and schedule social media posts via Typefully - multi-platform threads, polls, and analytics.

Claude becomes your YouTube strategist — channel audits, retention-driven scripts, SEO titles, thumbnail briefs, Shorts ideas.

자신있게 Swift 6 동시성 출시 - Apple의 공식 마이그레이션 가이드가 Claude에 기술로 로드되므로 상담원이 실제 문서를 인용합니다.

Audit a single SKILL.md using real session data plus static analysis — tells you exactly what to change.

에이전트에서 'ipsw' CLI(IPSW 다운로드/추출, 커널 캐시 비교, Mach-O 심사, 개인 프레임워크 ObjC 헤더)를 구동하세요.

18 defensive scanners that vet a repo, skill, MCP server, or plugin for prompt injection, secrets, lifecycle hooks, typosquats, and tamper traces before you install.

Marketing skills for Claude Code and AI agents — CRO, copywriting, SEO, analytics, growth engineering.

Rust runtime with TS/Python bindings for Agent Skills — progressive disclosure, sandboxing, and portability beyond Claude.

Observes your Claude sessions for 3+ repeated tool patterns and suggests new skills — combats context rot, session amnesia, and missing workflow memory.

Plugins for Anthropic's Claude Code, Codex, Cursor and other coding agents.

Turns Claude into a Socratic tutor that refuses to give direct answers — guides you through questioning on code, docs, PDFs, configs.

Claude Code skill for ArkTS — OpenHarmony's stricter TypeScript. Covers syntax, TS→ArkTS migration, perf patterns, and compilation errors.

Claude의 비즈니스 두뇌 기술 — 전직 McKinsey 분석가가 선별한 컨설팅 프레임워크, 콘텐츠 플레이북, 데이터 추적 템플릿.

Hands-on Claude Code Skills lab — examples for the AI Native Development book.

Plan → Build → Review → Evolve → Publish pipeline for creating production-grade Claude Code skills, with a 100-point health score.

The full text of 'The Swift Programming Language' packaged as a Claude skill and regenerated nightly — your language reference, inside the chat.

Agent Skills for building AI-powered apps with Replicate - model discovery, comparison, and deploy.

Turn any text, script, or screenshot into platform-tuned captions for Instagram, TikTok, Threads, Facebook, and YouTube Shorts.

Two skills (jira-communication + jira-syntax) wrapping Jira Server/DC and Cloud APIs via shell — issues, JQL, sprints, worklogs, attachments, no Docker needed.

Shot design prompt library for Seedance 2.0 — structured camera, subject, and motion prompts that get cinematic output out of the model.

Claude Code skill for turning natural-language system descriptions into hand-drawn Excalidraw diagrams — SVG/PNG/editable .excalidraw export.

Claude Code skill that checks your iOS app against Apple's App Store Review Guidelines before submission.

Official Baidu Maps JSAPI skills — 2D/2.5D (BMapGL), 3D with three.js, and the jsapi-ui-kit for PlaceSearch/PlaceDetail components.

Claude의 엔드투엔드 로컬 Weaviate — 5가지 집중 기술을 통해 설정, 연결, 스키마, 수집 및 RAG를 제공합니다.

140+ specialized agent skills - development, security, design, FinOps, compliance, and testing.

Phased reconnaissance scraper that prefers APIs > sitemaps > HTML, picks the right Apify template (Cheerio vs Playwright), and only escalates anti-detection when signals warrant.

Official Shopify agent skills — API context, docs search, and code validation for Shopify surfaces.

11 SEO skills covering audit, brief, writing, E-E-A-T scoring, semantic gap analysis, featured snippets, and link building — methodology from practicing in-house SEOs.

23 Claude Code skills built by a physician for the full medical research pipeline — literature search, protocol, stats, figures, IMRAD manuscript, reviewer response.

Defensive security skills for Claude Code — threat modeling, config review, dependency audits. For blue teams, not pentesters.

Figma-to-Next.js의 올바른 방법 — 구성 요소를 먼저 재사용하고, Figma 변형은 기본적으로 엄격한 TypeScript, a11y인 props에 매핑됩니다.

Eight workflow files for compound thinking with Claude — /session, /wrap, /pickup, /heartbeat — treat the AI as a persistent thought partner.

Complete Kaggle integration — competition reports, dataset/model downloads, notebook execution.

Download open-access PDFs by DOI — pulls from Unpaywall, arXiv, PMC, bioRxiv. Legal, multi-source, built for research workflows.

Claude Code skills for copywriting, advertising, SEO, and design — each skill is a self-contained SKILL.md invokable as a slash command.

Preps media libraries for Jellyfin/Plex/Emby — cleans junk, merges scattered episodes, normalizes folder names, verifies completeness against TMDB.

Agent-based ASO framework for Claude Code: a fleet of sub-agents for planning, execution, reports, action items, and executive summaries — slash-command driven.

Open-source image + video generation skill routing Nano Banana 2/Pro, Sora 2, Seedance, Kling, and Veo through the CyberBara API — credit preview before every call.

A Claude Code skill bundle that knows Craft CMS 5 inside out — writes modules, Twig templates, migrations, and GraphQL queries the Craft way.

Full-site SEO + GEO audits with 21 modules, scored 0–100, plus phased plans, JSON-LD schema, redirect configs, and 31 diagnostic Python scripts.

6 cognitive firewalls for AI agents — clarify, research, options, review, trace, mortem — each targeting a named bias: premature closure, hallucination, anchoring, confirmation, black-box reasoning, optimism.

Generate Mermaid diagrams (.mmd) inside Claude Code and render to PNG/SVG/PDF via mmdc — 10+ diagram types, automatic layout.

Multi-agent Claude Code framework: 10 expert sub-agents (Carmack, Fowler, Kent Beck, Troy Hunt...) each review code in parallel with their own 200k context.

/metaskill command that researches your domain, then builds a 4-6 agent team with routing docs, skills, coding standards, and MCP config.

10 specialized agents collaborate on one research question — a multi-agent research dojo where each agent plays a distinct role.

Claude autonomously plans, writes, renders, and refines Manim animations — go from 'explain this concept' to a video file without touching Python.

LangGraph의 유창함 - Claude 기술로서 8가지 생산 패턴(ReAct, 라우팅, 체크포인트, HITL, 감독자, 스웜, 배포, 디버그) + 150개 이상의 문서 링크.

End-to-end App Store Optimization from Claude Code: metadata + competitor analysis + screenshots + direct App Store Connect submission via JWT.

Enforces hexagonal architecture in Symfony projects — 10 auto-triggered skills plus 2 review agents that stop you from leaking infrastructure into domain.

12 meta-skills for building, testing, documenting, and shipping your own Claude/Codex skills — a full skill development pipeline.

Build a personal project library once; auto-generate tailored resumes, interview pitches, and mock interviews for every role you apply to.

Forces Claude Code through a 5-phase spec-driven workflow — Proposal, Requirements (EARS), Design, Tasks, Implementation — with living docs in .spec-flow/.

자동 조종 장치의 Notion 워크플로우 — 작업 상황에 따라 활성화되는 4가지 기술: 결정 캡처, 회의 준비, 문서 조사, 사양을 계획으로 전환.

Defensive code-review skill: 8 parallel agents for vulns, authz, secrets, supply chain, IaC, threat intel, AI-code patterns, and business-logic flaws — OWASP 2025 + CWE Top 25 + MITRE.

Generates AGENTS.md files following the agents.md convention — tells any coding agent (Claude Code, Cursor, Codex) how your repo works.

JuliaGenAI's skill collection for AI agents writing Julia — starts with DocumenterVitepress.jl, aimed to expand across the Julia ecosystem.

Deterministic thesis workflow — Word→LaTeX migration with auto-citation mapping, Citation Lock, Chinese/English language QA, YAML rule-pack format validation.

배송 전에 Claude 기술을 린트하세요. 서문, 리소스 참조, 트리거 명확성, 평가 위생, 심각도 점수는 0~100점입니다.

Six-step workflow that forces AI coding agents into requirements-first, test-first discipline — Serena + requirements docs + Lad MCP design review + TDD + peer review.

17 Agent Skills tuned for Brazilian law — helps judges, lawyers, and legal researchers draft decisions, petitions, and memos in Portuguese.

Six skills covering Luxembourg's RAWeb (136 web criteria) and RAAM (108 mobile criteria) accessibility standards — both code generation and audit.

Drop a sales CSV in; get a KPI decomposition, ranked findings, and concrete next actions — powered by a Python analysis backend.

Stop vibe-coding. After Claude writes code, this skill makes it walk you through what it wrote — variables, tradeoffs, alternatives — so you learn it.

Claude skill for academic research via Ai2's Asta MCP — Semantic Scholar search, citation traversal, batch paper lookup, snippet extraction.

Claude 내부의 의미론 학자 — 키워드/부울 검색, 인용 순회, 추천, 작성자, 일괄 가져오기, BibTeX/Markdown 내보내기 포함.

6 sub-skills for professional email: inbox triage, composition with PAS/AIDA frameworks, quality scoring, deliverability audit (SPF/DKIM/DMARC), automation sequences, 90-day strategy.

Debug LangChain / LangGraph agents from your terminal — fetches LangSmith Studio traces into Claude Code and analyzes failures, latency, tool calls.

Search 9 skill registries at once, score results, and install the winner — a package manager-ish UX for Claude Code skills.

Generate publication-quality academic diagrams — architecture figures, training curves, system schematics — from prompts, PaperBanana-style.

First-party Prismatic.io skills for building code-native integrations and custom connectors — spin up connectors without clicking through the UI.

Turn a decent repo into a star-magnet — READMEs, topics, SEO-friendly descriptions, and repo presentation tuned for discoverability.

AI-powered knowledge mining from online forums — deep crawls with browser automation, visual analysis, and structured reports.

One API key unlocks Slack, HubSpot, Salesforce, Google Workspace, Shopify and more — Maton's managed auth gateway wrapped as a Claude skill.

18 sub-skills to craft cinematic Higgsfield AI prompts using the MCSLA formula, Soul ID, and 10 genre templates — pro video-gen prompting as a skill.

Cogny's 15 free marketing skills for Claude Code — SEO audits, ad copy, GA4/GTM setup, UTM builder, schema, Core Web Vitals, and more.

40+ practical skills for shipping software — React/TS, Cloudflare Workers, Solana/Foundry, Biome, code review, effect-ts, Swift macOS.

Writes blog posts, LinkedIn, newsletters in your brand voice — profile-first enforcement, subagent orchestration, 25+ AI patterns stripped.

Skipped: offensive-security scope (recon, vulnerability scanning, bug bounty) is outside this catalog's safety policy.

Opinionated, curated skill vault for senior full-stack workflows — architectural reviews, TDD cycles, PR management automated.

Four-role design-thinking framework (Strategist, Researcher, Executor, Critic) for Claude Code — works for any domain, not just product design.

Structured marketing research workflows — competitor analysis, customer avatars, positioning, value props, and mental models in one skill.

Analysis skills for Indian equity markets — NSE/BSE stock data, F&O derivatives, institutional flows, market breadth. Not a stock picker.

Validates Claude Code skills against the open agentskills spec — structure, body, naming, semantics, quality patterns — Critical / Warning / Suggestion.

체계적인 디자인 검토(타이포그래피, 대비, 간격, a11y, 모션, 다크 모드, 토큰, 다크 패턴)는 이전/이후 코드에서 0~100점을 받았습니다.

One-command installer bundling Claude SEO, Claude Blog, Skill Forge, and WP MCP Ultimate into a single marketing pack under ~/.claude/packs/.

Dating profile optimizer grounded in 45+ peer-reviewed sources — surfaces authentic specifics rather than inventing a persona.

Claude skill for people/company search, contact enrichment, and email outreach via Lessie's CLI — aggregated from public business data.

Turn any YouTube URL into a queryable Markdown note — YAML frontmatter, chapters, full transcript, Obsidian-ready.

Drop-in Convex backend knowledge — queries, mutations, real-time presence, workflows, auth (Clerk/WorkOS), and AI agent patterns auto-load by context.

Chief-of-Staff skill for Claude Code — separates deciding from building. Challenges assumptions, forces Path A/B/C, gates before implementation.

Turns Claude into a thoughtful wisdom companion — blends Stoicism, Buddhism, IFS, DBT into something warmer than clinical and deeper than platitudes.

19 skills for diagnosing, building, and optimizing Claude Projects — prompt compilation, anti-pattern detection, context budget analysis.

Jike (即刻) social network client for AI agents — QR login, feed browsing, posts, comments, search, and full history export.

Systematic genealogy research via GPS methodology — 80+ databases across 15+ countries, handwriting analysis, Obsidian vault management.

원하는 모션을 설명하세요. 스프링 물리학, 모션 감소 지원, 레이아웃 변경 없이 60fps+에서 실행되는 Motion.dev 코드를 얻으세요.

Claude skill that turns URLs, notes, or topics into full blog posts with title, meta, FAQ schema, TOC, and anti-AI-detector style rules.

Live crypto trading signals for AI agents — 17 triggers, 44 algorithms, 3 AI experts with consensus scoring. Free during beta.

콘텐츠를 아름답고 독립적인 애니메이션 HTML 프리젠테이션(슬라이드 데크, 스크롤 스토리 또는 대화형 데크)으로 변환하고 선택적으로 .pptx로 내보낼 수 있습니다.

색상에 브랜드(URL, 이름 또는 스크린샷) 피드 → 전체 디자인 언어(토큰, 타이포그래피, 간격, 밝음/어두움, 영웅 레시피, 아이콘 키트 및 생성된 디자인 시스템 기술)를 얻습니다.

Context7은 30,000개 이상의 라이브러리에 대한 최신 버전별 문서를 코딩 에이전트에 주입하여 존재하지 않는 환각 API를 중지합니다.

Serena는 언어 서버 기반 의미론적 검색과 기호 편집을 에이전트에 추가하므로 이름 바꾸기/리팩터링/참조 찾기가 실제로 대규모 코드베이스에서 작동합니다.

Claude에게 실제 터미널을 제공하세요 — 권한 게이트를 통해 전체 파일시스템에서 파일 작업, 코드 편집, 프로세스 관리, 셸 실행까지.

Model Context Protocol 공식 Python SDK — 30줄로 서버와 클라이언트 구축, FastMCP 호환 데코레이터 포함.

SQLite의 샌드박스 도구 출력 및 세션 상태 유지 — 토큰 낭비가 98% 감소하고 압축 기억 상실이 더 이상 발생하지 않습니다.

공개 GitHub 저장소를 라이브 MCP 엔드포인트로 전환합니다. API를 복제하거나 환각시키지 않고 README, 코드 및 문서를 끌어서 Claude로 가져옵니다.

MCP 서버 구축을 위한 Go SDK — 최소한의 보일러플레이트, 타입 안전 도구 정의, 실무 Go MCP의 절반이 사용 중.

Browser + API automation MCP built on Playwright — drive real Chromium/Firefox/WebKit sessions and hit REST endpoints from one tool.

Windows 컴퓨터 사용 — Claude가 UI Automation 트리를 읽어(픽셀만이 아닌) Excel, Outlook, 레거시 업무 앱을 안정적으로 조작.

iOS 및 Android 장치, 시뮬레이터 및 에뮬레이터를 구동하기 위한 하나의 MCP 인터페이스 — 별도의 XCUITest/Espresso 지식이 없습니다.

모든 MCP 서버를 OpenAPI로 감싸 — 즉시 /docs, 요청/응답 스키마, OAuth를 제공하므로 MCP를 사용하지 않는 HTTP 클라이언트(또는 모델)도 호출할 수 있습니다.

구조화된 요구 사항 → 설계 → 실시간 대시보드 및 인간 승인 게이트를 갖춘 작업 워크플로 — Claude YOLO 코딩 기능을 중지하세요.

Isolated, parallel containerized environments for coding agents.

`@fast.agent()` 데코레이터로 MCP 네이티브 에이전트를 Python으로 작성 — Skills, MCP, ACP, 멀티 모델, eval, 추적 모두 내장.

수십 개의 MCP 서버를 하나의 엔터프라이즈 게이트웨이 뒤에서 운영 — 레지스트리, 인증, 가드레일, 감사 로그까지 모두 포함.

Claude에서 Godot 4 실행 — 프로젝트를 실행하고, 헤드리스로 씬을 구동하며, stdout/stderr를 캡처하여 창 전환 없이 GDScript를 반복 개선.

MCP server plus CLI tool that indexes local code into a graph database to provide context to AI assistants.

Microsoft's curated catalog of official MCP servers — Azure, Dataverse, Fabric, Learn, Playwright, and more, all in one index.

공식 Grafana MCP — Prometheus/Loki/Tempo 쿼리, 대시보드 목록, 알림 가져오기, 인시던트 타임라인 실행, 모두 하나의 stdio 서버로.

The complete Claude Code CLI guide — live, auto-updated every 2 days.

모든 MCP 서버 앞에 프록시 하나를 배치 — Rust로 구현된 플러그형 인증, 요청 처리, 관찰성, 서킷 브레이커.

프로토콜 캡처, 바이너리 블롭, 아카이브, 로그 등 무엇이든 Claude에게 던지면 구조화된 분석 결과를 돌려줍니다 — pcap, ELF, ZIP, JSON-RPC 모두 지원.

에이전트 공급망을 겨냥한 Snyk 퍼스트파티 스캐너: MCP 서버, 스킬, 에이전트 코드에서 인젝션 패턴, 도구 설명 유출, 알려진 취약 의존성을 검사합니다.

Microsoft의 퍼스트파티 스킬, MCP, 커스텀 에이전트, Agents.md의 홈 — 코딩 에이전트를 MS SDK에 기반시키는 공식 장소.

Bug bounty skill pack — recon, 20 vuln-class playbooks, report generation, all inside Claude Code.

모든 클라이언트 구성에서 15개의 MCP 항목을 저글링하지 마세요. MetaMCP는 하나의 네임스페이스 엔드포인트 뒤에 서버를 집계하는 자체 호스팅 게이트웨이입니다.

MCP 서버를 위한 공식 카탈로그 및 조회 서비스 — 하나의 표준 소스에서 프로덕션 MCP를 발견하고, 퍼블리시하고, 검증.

MCP 서버가 인터랙티브 UI 조각을 제공할 수 있게 하는 공식 확장 — Claude가 대화에 폼/차트/피커를 직접 렌더링합니다.

Unity용 완전한 AI 개발-테스트 루프로, 100개 이상의 툴, Roslyn 기반 C# 실행, 빠른 설정을 위한 CLI를 제공합니다.

MCP 서버(또는 OpenAPI/GraphQL 엔드포인트)를 지정하면 셸, 스크립트, 다른 에이전트에서 사용 가능한 타입화된 CLI를 얻습니다 — 코드 생성 불필요.

YAML에서 REST API를 MCP 서버로 변환 — 코드 수정 없음, 핫 리로드, 멀티테넌트, SSE + Streamable HTTP.

Claude에서 xcrun simctl + idb 조작 — 시뮬레이터 부팅, .app 설치, 탭, 타이핑, 스크린샷, 동영상 녹화, Xcode 전환 없이.

MCP를 위한 Postman — 서버를 연결하고, 도구 목록을 확인하고, 직접 호출하고, 에이전트로 채팅하고, 여러 LLM에서 출력을 평가하는 로컬 UI.

Run MCP servers in isolated containers with one-click installs, a curated registry, SSO, and Kubernetes support.

Azure DevOps를 Claude에 노출하는 Microsoft 공식 MCP — 작업 항목, 저장소, 파이프라인, 보드를 PAT 인증으로 제공.

Minimal MCP coding agent for Claude Desktop — read/write/run, nothing else.

The most-starred GitLab MCP — issues, MRs, pipelines, and the GraphQL API surface, with self-hosted instance support.

Two paired Claude skills with 90+ recon modules, 48 secret-regex patterns, 80+ dorks for authorized red-team / bug bounty.

Official Terraform MCP Server providing seamless integration with Terraform ecosystem for IaC automation.

Go 바이너리 하나, 엔드포인트 하나 — Claude / Cursor / 모든 MCP 클라이언트를 모든 MCP 서버에 동시에 연결. 가장 간편한 MCP 집계기.

51 skills + 15 slash commands + 574 disclosed-report patterns across 24 vulnerability classes.

Scan MCP servers for prompt-injection and tool-poisoning vulnerabilities — Cisco AI Defense's first-party scanner.

Operate Kubernetes through natural language — pods, deployments, Helm, GitOps, cost optimization. 253 tools, CNCF Landscape listed.

Python framework to scaffold, deploy, and share MCP servers — built-in OAuth, secret management, and one-command client configuration.

Python framework for shipping production-grade MCP servers — auto-discovery of tool files, built-in auth (JWT/OAuth/API key), and OpenTelemetry out of the box.

Semantic code research MCP — search across public and private repos using natural language, with LSP-powered go-to-definition and call hierarchy.

Build MCP servers directly inside your Laravel app — expose routes, models, and Artisan commands as MCP tools.

공식 Smithery CLI — `smithery install <server>`로 MCP를 클라이언트 설정에 추가하고, 자신의 MCP를 빌드하는 dev 모드도 제공.

Sentry 공식 MCP — Claude가 실시간 에러, 추적, 릴리스 정보를 가져와 추측이 아닌 프로덕션 데이터 기반으로 디버깅합니다.

One tool, `read_pdf`, that extracts text, images, and metadata from local or remote PDFs 5-10× faster via parallel page processing.

Centralize many MCP servers behind one gateway — auth, observability, and a registry UI for enterprise rollouts.

Reusable AI development infrastructure for Java projects — optimized for Claude Code.

Easily spin up an MCP Server on Next.js, Nuxt, Svelte, and more — first-class MCP tooling from Vercel.

Vercel’s adapter for building MCP servers on Next.js, Nuxt, and SvelteKit with edge functions.

Before you spend a weekend building it, get a 0–100 reality score — scans GitHub, npm, PyPI, HN, Product Hunt, Stack Overflow for prior art.

Real-time observability of Claude Code sessions and multi-agents — live dashboard of tool calls and files touched.

grep+read 대비 토큰 약 2%로 코드 검색 — 의미론적 + 어휘적, 완전 로컬, 백만 줄 레포에서도 1초 이하.

Claude로 Minecraft 봇을 제어하세요. 구조를 구축하고, 세계를 탐험하고, 인벤토리를 관리하고, 자연어를 통해 실시간으로 상호 작용하세요.

Sonar 정적 분석 결과가 Claude의 손에 — 대시보드를 훑지 않고 파일과 규칙 단위로 이슈를 수정합니다.

IDE에서 홈어시스턴트를 관리하세요. 자동화를 생성하고, 대시보드를 디자인하고, 자연어를 사용하여 구성을 배포하세요.

VSCode extension that discovers, installs, and manages MCP servers for GitHub Copilot, Claude Code, and Codex CLI — with optional remote Cloud MCP.

Run commands on remote Linux/Windows servers over SSH from any MCP-compatible AI client.

Browser automation through Puppeteer — interact with new instances or existing Chrome windows.

Reusable setup prompts to optimize Claude Code docs — 90% token savings in 5 minutes.

사용 중인 모든 MCP 서버를 하나의 엔드포인트로 통합 — 공유 설정, 공유 인증, 네임스페이스 도구 이름, 한 곳에서 모두 업데이트.

Build TypeScript AI agents that chain LLM reasoning with MCP tools — 100+ models, parallel execution, built-in OTel tracing.

Generic GraphQL MCP — schema introspection + query execution against any GraphQL API.

Put a security gateway in front of your MCP servers — mask secrets, redact PII, block prompt injection, and log every tool call.

C#/.NET에서 MCP 출시 — [McpTool]을 사용하여 메서드를 장식하고 서버를 시작하면 완료됩니다. Microsoft.Extensions.AI 및 Semantic Kernel과 함께 작동합니다.

Let Claude read your Terraform configs, dry-run plans, and (opt-in) apply changes — without handing over your cloud keys.

코드베이스를 token의 ~10%로 압축하는 로컬 데몬 — 핫 파일은 전체 상세, 나머지는 요약으로 스마트하게 처리.

Self-hosted multi-agent runtime — orchestrate Claude Code / Codex / OpenCode / native subagents, persistent memory, schedules, MCP integration, 23+ LLM providers.

Microsoft의 DebugMCP는 Claude에게 VS Code 디버거를 완전히 제어할 수 있게 해줍니다 — 9개 언어에서 중단점, 스텝 실행, 변수 검사까지.

MCP로 연결된 Tree-sitter — Claude에게 AST 수준 접근권을 주어 47개의 무작위 regex 매칭이 아닌 함수를 정확히 편집합니다.

One MCP, every search engine — Tavily, Brave, Kagi, Exa, plus Firecrawl for extraction. Mix providers without juggling 5 MCPs.

Secure WebAssembly sandbox for AI agents - run untrusted Python or JavaScript without trusting it.

Official Apollo MCP — expose GraphQL operations as MCP tools with guided workflows.

Web search that returns full conversations (entire SO threads, GitHub issues with comments) — not just snippets you have to re-fetch.

Universal MCP for GraphQL & REST APIs — point it at a spec or endpoint, get introspected tools with zero per-API config.

Turns OpenAPI specs into MCP resources — clean TypeScript implementation, popular for wrapping internal services as agent tools.

Persistent, searchable memory across Claude, Qwen, Gemini, and any MCP client — sessions, notebooks, and semantic recall in one server.

A TypeScript framework for building MCP servers with type-safe tools, PII redaction, and FSM state gates — think Express.js for MCP.

Apple dev skills for Claude Code & Codex — iOS 26+ APIs, SwiftUI, Liquid Glass, HIG guides.

Postman's official MCP server — connect AI tools to workspaces, collections, environments, and APIs.

Speakeasy가 만든 제어 플레인 — 에이전트/MCP/스킬을 위한 관찰성, 정책, 레지스트리로 깊은 API 우선 철학을 담았습니다.

Build, manage, and monitor n8n workflows with natural language — no JSON editing, works with multi-instance prod/staging/dev.

IntelliJ plugin that exposes the IDE's code index over MCP so coding agents can leverage IDE intelligence.

Add OAuth, real-time logs, and prompt analytics to any MCP server without touching its code — auto-generated client onboarding included.

Give Claude kubectl, helm, istioctl, and argocd — with command validation, non-root execution, and scoped kubeconfig — so you can ops your cluster by chat.

A git MCP with teeth — 28 tools including worktrees, stash, reflog, GPG signing, and session-scoped working directories so Claude can operate across multiple repos safely.

Cybersecurity skills for Claude Code, Cursor, Codex — defensive workflows + audit patterns.

Unified MCP for querying OpenTelemetry traces across Jaeger, Tempo, Datadog, and other backends.

Dockerized MCP server that turns any OpenAPI/Swagger spec into callable tools — useful for shimming legacy REST APIs into Claude.

Unity MCP server with 268 tools — scene mgmt, GameObjects, builds, profiling, Shader Graph, NavMesh, MPPM multiplayer.

Manage Docker, Kubernetes, and Swarm via Portainer through MCP.

MCP wrapper for Swagger / OpenAPI definitions — generate MCP tools from any REST spec.

MCP server for the Postman API — list workspaces and collections, run requests, manage envs, and pull mocked responses.

MCP server for Datadog — query metrics, logs, monitors, dashboards from AI assistants.

Dynatrace 공식 MCP — Claude가 DQL을 작성하고, 인시던트를 조사하며, K8s 이벤트를 추적하고, 보안 발견 항목을 표면화합니다.

Cloudflare-powered MCP server to search and query your GitHub starred repositories in natural language.

Claude Skills to improve pass rates against the Next.js evals at nextjs.org/evals.

Official MCP server for CircleCI — let AI agents read pipelines and fix build failures.

Claude Code skills for Unity engineers — VContainer, SignalBus, concise C# patterns.

MCP server that interacts with the official Datadog API — monitors, metrics, logs, dashboards.

Kubernetes MCP from Stacklok — native API client, not a kubectl wrapper.

Harness platform MCP — 11 consolidated tools and 169 resource types for CI/CD and feature flags.

Official MCP server for Buildkite — exposes pipelines, builds, jobs, and test data to AI tools.

MCP server that fetches GitHub trending repos and developers.

15 Claude Code skills for offensive, defensive, reverse engineering, threat hunting, CSOC automation.

Expose YepCode processes (serverless Node/Python jobs) as Claude tools.

Run untrusted JS in a V8 isolate — persistent heap, S3-backed snapshots.

Netlify’s official MCP server — create projects, deploy, manage env vars in natural language.

Claude Code skills for AI apps — Next.js 16, AI SDK 6, pgvector, bun.

Official Datadog MCP server — observability tools, logs, metrics, traces, incidents.

Curated security skills, plugins, and automation pipelines for DevSecOps with Claude Code.

Dependency graph context for AI-assisted refactoring.

Professional GitHub PR review skill — pending reviews, code suggestions, user approval workflow.

Playwright MCP with Page Object Model architecture for web + mobile testing.

Claude Code skills for Reddit automation (AppleScript + Chrome). Build karma, post to subreddits — undetectable by anti-bot systems.

MCP 참조 테스트 서버 — 모든 프로토콜 기능을 한곳에 모아둔 서버입니다. MCP 클라이언트 디버깅용이며, 프로덕션 용도로는 사용하지 않습니다.

Claude에 GitHub 전체 접근권 부여 — issues, PRs, 코드 검색, 파일 편집 — 채팅창을 떠나지 않고 모두 가능합니다.

AI 에이전트가 모든 Sentry 조사의 첫 5분을 처리하도록 하세요 — 문제를 찾고, 스택트레이스를 가져오고, 나쁜 릴리스를 파악합니다.

iOS/macOS AI 코딩 루프 폐쇄 — 빌드, 테스트, 시뮬레이터 실행, 로그 및 스크린샷 캡처, 모두 채팅에서.

The Pythonic way to build MCP servers — decorate a function, get a tool. Ship an MCP in 20 lines.

Mount one line, turn every FastAPI route into an MCP tool — schemas from your Pydantic models, auth from your middleware.

Point your agent at a local repo and let it read status, log, diff, and blame — no shell access needed.

Python library that wires many MCP servers into one LangChain agent — or runs them headless without an LLM.

IBM's AI gateway for MCP fleets — federate servers, add auth, rate limit, observe, and translate REST/gRPC into MCP at scale.

Build MCP servers and clients in .NET — official SDK co-maintained by the MCP team and Microsoft.

에이전트에게 IntelliJ와 동일한 코드 인텔리전스 기능을 제공하세요 — 리팩토링, 사용처 찾기, 검사, 실행 구성.

SonarQube 이슈, 핫스팟 및 품질 게이트 상태를 AI 워크플로우로 가져오세요 — SonarQube UI를 열지 않고도 발견 사항을 분류하고 수정안을 작성할 수 있습니다.

Claude에서 ArgoCD 애플리케이션을 검사, diff, 동기화 — kubectl 컨텍스트 전환 없이 GitOps 클러스터 상태 관리

Claude에서 Unity Editor를 제어합니다 — 씬을 구축하고, C# 스크립트를 작성하고, 테스트를 실행하고, 콘솔을 검사할 수 있으며, 모두 채팅 내에서 수행합니다.

멀티 LLM 오케스트레이션 MCP — 작업 도중 Claude가 Gemini, OpenAI o3, Grok, OpenRouter, 또는 Ollama와 협의하고 답변을 통합.

Cursor 또는 Claude로 라이브 Figma 문서를 읽고 편집하세요 — 레이어를 일괄 이름 변경하고, 텍스트를 추가하고, 컴포넌트를 구축할 수 있으며, 모두 채팅으로 가능합니다.

Browser MCP controls YOUR actual browser via a Chrome extension — your logged-in sessions, your cookies, real fingerprint, no bot detection.

자신의 LLM 키를 사용하여 ~2분 안에 완전한 심층 연구 보고서를 생성합니다 — 한 번의 도구 호출로 서버 내에서 다단계 웹 검색을 수행합니다.

Convert PDFs, Word docs, spreadsheets, slide decks, web pages, images, audio, and YouTube videos to clean markdown from chat.

Claude와 Google NotebookLM을 연결 — 소스 기반 노트북을 쿼리하고 인용과 함께 답변을 받습니다.

Official MCP server for the Perplexity API — real-time web search, reasoning, research via Sonar.

Gmail, Drive, Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Contacts, Apps Script를 지원하는 하나의 MCP 서버입니다. 계층별 도구 로딩으로 컨텍스트를 작게 유지할 수 있습니다.

Desktop app that manages all your MCP servers in one place — toggle tools on/off per workspace, log every call, keep credentials local.

The debugger you wish you had when building MCP servers — JSON-RPC tracing, tool evals across LLMs, OAuth conformance, CI integration.

실시간 화면, 30개 이상의 기술 지표, 백테스트, Reddit/뉴스 센티먼트(암호화폐 및 주식) — 유료 API 키 불필요합니다.

Give your coding agent a persistent semantic map of the repo — AST + embeddings + memory graph + shadow undo — so it stops re-reading the whole codebase.

Neovim plugin that turns your editor into a first-class MCP client — marketplace installs, Avante/CodeCompanion integration, OAuth PKCE.

Microsoft의 공식 Learn MCP — 인용 포함 현재 Azure / .NET / M365 / Windows 문서와 코드 샘플 검색 및 가져오기.

A focused Unity MCP for scene editing, tests, and prefab work — simpler surface than the bigger alternatives.

AI 비서에게 LinkedIn에 대한 액세스 권한을 부여하세요. 프로필을 찾아보고, 채용 정보를 검색하고, 메시지를 읽고, 연결 요청을 보내세요.

가장 강력한 Slack MCP 서버 — 스텔스 모드, DM, 그룹 DM, 읽지 않은 메시지, 검색 및 Enterprise/GovSlack 지원.

에디터 내부에서 멀티 에이전트 논문 리뷰 — 주장 검증, 인용 감사, 구조 비평, 언어 다듬기. 학자들을 위해 만들어졌습니다.

41 Korean legal APIs (법제처) condensed to 15 MCP tools — statutes, case law, amendments, treaties, legal interpretations.

Official ElevenLabs MCP server for Text-to-Speech and audio processing APIs.

Query 41 Brazilian public APIs (legislative, judicial, fiscal, health, environment) in natural language — 363 tools, most need no API key.

Search Apple developer docs, WWDC video transcripts (2014-2025), and sample code from chat — grounded iOS/macOS/Swift answers.

Let Claude or GPT drive a ROS-connected robot — publish topics, call services, read sensors — via rosbridge, no code changes.

Multi-AI MCP server — connect ChatGPT, Claude, Gemini & Perplexity to coding tools without API keys.

Use MCP tools from any OpenAI-compatible client — LibreChat, Open WebUI, your custom app — without native MCP support. Middleware that translates.

중앙 집중식 메모리 뱅크 서버 — Cline/Cursor/Claude 메모리 파일을 프로젝트별로 범위가 지정된 하나의 폴더에 보관하여 경로 탐색으로부터 안전하게 보호합니다.

A Rust-based MCP server whose tools are WebAssembly plugins — sandboxed, signed via OCI, and loaded dynamically at runtime.

A minimalist open-source MCP client web app — bring your own LLM, add MCP servers through a UI, and chat.

Apple Silicon 전용 벡터 메모리 — Metal 가속, 1ms 미만 검색, 로컬에서 실행하는 Swift 바이너리로 패키징.

Pull Google Search Console data into Claude — 20 tools for search analytics, URL inspection, sitemaps. Perfect for SEO triage and reporting.

에이전트를 위한 소형 Go 메모리 서비스 — 에피소드(시간별 이벤트)와 팩트(지속 지식)를 MCP로 노출.

Aggregate many MCP servers behind one HTTP endpoint — cut client config from 20 entries to 1, share MCPs across your team.

Let Claude search your Zotero library, read saved PDFs, and cite sources — runs as a local Zotero plugin, nothing leaves your machine.

Private, self-hosted web search for your AI — no API key, no rate-limit drama, no search provider tracking your queries.

TUI client that connects local Ollama models to any MCP server — agent mode, multi-server, human-in-the-loop, all from your terminal.

NestJS module that turns your existing services into an MCP server — DI, guards, and validation you already use, now exposed to AI.

See your coding agent's plan as an interactive flowchart before it writes code — approve, pause, or redirect nodes in a React Flow canvas.

깨끗하고 LLM에 최적화된 Reddit MCP 서버 — 하위 레딧을 찾아보고, 게시물을 검색하고, 전체 스레드를 얻고, 사용자를 분석하세요. 제로 설정.

Cut AI coding token costs by up to 99% — Rust MCP server with 42 tools for cached reads, context compression, and smart file modes.

Turn Claude into a design partner — 1,500+ curated prompts, ComfyUI workflow templates, and image generation via local ComfyUI or cloud providers.

Look up any NixOS package, module option, or Home Manager setting from chat — 130k packages + 23k options, no setup.

Claude reads, analyzes, and modifies Figma designs via a free plugin — no Dev Mode required, works with free Figma accounts.

Run GAQL against your Google Ads account from chat — account listing, campaign + ad performance, custom queries — with OAuth or service-account auth.

Build and run n8n workflows from natural language — 15 tools for create/activate/execute plus audit reports, connected to your self-hosted or cloud n8n.

Turn VS Code's debugger into Claude's debugger — set breakpoints, step through, evaluate expressions in any language VS Code can debug.

Query genes, variants, trials, drugs, and papers from 20+ biomedical databases — ClinVar, PubMed, ClinicalTrials.gov — in one MCP.

Personal stock research with 39+ tools — technicals, screening, backtesting, sentiment — powered by Tiingo, yfinance, and FRED.

Python SDK for building MCP servers where tools appear only when relevant — progressive disclosure, workflow state, and semantic tool search for 100+ tool APIs.

메모리 저장소 하나로 여러 코딩 에이전트를 연결 — Claude Code, Cursor, Codex, Windsurf 전체에서 '우리는 pnpm과 tsx를 사용한다'를 하루에 여섯 번 반복하지 않아도 됩니다.

Query Prometheus in natural language — PromQL instant + range queries, target inspection, metric metadata, for AI-assisted SRE.

A 7-plugin suite for Claude Code with 135+ skills and 3 bundled MCPs (hash-verified editing, code graph, remote SSH) — covers the full software lifecycle.

Hook 200 MCP tools into the Pi coding agent for ~200 tokens — one proxy tool lazy-loads servers only when you actually call them.

MCP server for searching and retrieving Claude Agent Skills using vector search.

Point Claude at your EPUB and PDF library — get metadata, TOC, and chapter content in structured form so the model can quote and summarize precisely.

Ops your self-hosted Coolify PaaS through chat — deploy apps, spin up databases, tail logs, rotate env vars — with 38 tools tuned to fit small context windows.

Query Massive.com financial market data — stocks, options, crypto, fundamentals — with natural language endpoint discovery and built-in DataFrame analysis.

Share just the right slice of your codebase with any LLM — rule-driven file selection, outlines, and on-demand fetches, not 'paste it all'.

Deterministic execution engine for AI agents - 412 modules across browser, file, Docker, and more, MCP-native.

MCP server for retrieving and processing documentation through vector search - drop-in RAG for any docs.

Full Discord server management from AI — messages, channels, roles, moderation, events, webhooks, and voice channels.

Geocoding, directions, Places, elevation, timezones, even weather and air quality — 18 Google Maps tools exposed to Claude for location-aware tasks.

Audit Claude Code memories, MCPs, and skills in a dashboard — plus a scanner that catches tool-poisoning attempts.

Make your Logseq graph AI-queryable — read pages, create blocks, search by property, run DSL queries — over Logseq's local HTTP API.

Query and safely update any Odoo ERP model from chat — orders, contacts, products — with smart field selection and read-only guardrails.

A tiny Go MCP that answers 'what's the weather in X?' using WeatherAPI — one tool, one env var, zero ceremony.

Unified MCP server for Google Ads, Meta Ads, and GA4 — 250+ tools for campaign management, analytics, and optimization.

Ground Claude's answers in Wikipedia — search, full articles, summaries, sections, links, coordinates — with multi-language and locale-aware variants.

Chat with your Power BI model — read schema, run DAX, create measures, manage relationships — all locally, no cloud round-trip.

Let your agent discover and install Claude skills at runtime — REST + MCP server for autonomous skill lookup.

162 MCP tools for AI-powered Godot 4 development. Scene, animation, 3D, physics, particles, audio, shader, input simulation, runtime analysi

Private, local-first RAG — index your PDFs, docs, and code once, then search semantically from any MCP client. No API keys, no cloud, no data leaving your machine.

Turn raw research — PDFs, transcripts, code, audio — into a local markdown wiki + knowledge graph your AI can query forever.

나만의 클로드코드 이력을 검색하세요. 별도의 색인 없이 과거의 해결방안, 오류, 계획, 세션을 찾아보세요.

⚡ The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts. No API fees. Open sourc

Manage Langfuse LLM-observability prompts from your agent.

컨텍스트를 가득 채우지 않는 문서 검색 — 구조화된 섹션 인덱스로 Claude가 필요한 섹션만 가져옵니다.

Conversational SOC for Wazuh — query alerts, hunt threats, check vulnerabilities, and trigger active responses in plain English, with 48 tools and audit logging.

Claude를 AFFiNE 워크스페이스에 연결 — 문서, 데이터베이스, 댓글, blob, 사용자에 걸친 87개 툴 — API 토큰, 쿠키, 이메일/비밀번호 인증 지원.

MCP for Langfuse — query traces, inspect generations, debug exceptions from your agent.

Multi-provider TTS MCP — say (macOS), ElevenLabs, Google Gemini TTS, OpenAI TTS.

Multi-agent research MCP server with consensus-backed ensemble swarm and on-the-fly pglite indexes.

Advanced MCP tool for Perplexity and OpenRouter API integration with configurable models.

Generate images, video, music, and audio through Fal.ai models.

Real-time voice assistant using Whisper STT + ElevenLabs TTS — conversational AI with memory.

Claude가 여러 대화에서 읽고 쓰는 지속적인 지식 그래프로, 프로젝트, 팀, 선호도를 기억합니다.

명시적이고 수정 가능한 단계로 Claude를 강제하는 스크래치패드 도구로, 정말 어려운 문제에 더 나은 답을 제공합니다.

Production-grade agent patterns (Orchestrator, Router, Evaluator, Swarm) on top of MCP — with optional Temporal durability.

AI 에이전트에서 MATLAB 코드, 테스트, 툴박스를 실행합니다 — 공식 MathWorks MCP.

웹 읽기, 검색(웹, arXiv, SSRN, 이미지), 재순위 지정, 분류, PDF 추출을 위한 19개의 툴 — Jina의 AI 인프라를 MCP로 제공합니다.

arXiv에서 논문을 검색하고 다운로드한 후 Claude가 읽고 요약하도록 하는 최신 프리프린트용 경량 연구 보조 도구입니다.

MCP for xiaohongshu.com

가장 큰 커뮤니티 유지 MCP 서버 목록 — 도메인, 언어, 성숙도별로 분류되고 매주 업데이트.

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

The original Ableton Live MCP server — control tracks, clips, transport, and devices from AI.

집과 대화하세요. 87개 도구로 기기 제어, 자동화, 대시보드, 에너지, 히스토리를 모두 — Claude가 Home Assistant 파워유저가 됩니다.

Bridge stdio MCPs to SSE/Streamable HTTP and vice versa — one tiny Python tool that makes transports interoperate.

모든 MCP 서버를 하나의 엔드포인트 뒤에서 실행하고, 그룹화하고, 벡터 검색으로 스마트 라우팅하고, 다운타임 없이 설정을 핫스왑합니다.

Plugin for JADX to integrate MCP server

The Swiss Army knife for MCP developers — CLI to inspect, call, mock, proxy, and guard any MCP server.

Give your agent real LSP semantics — go-to-definition, references, rename, diagnostics — via any stdio language server.

Model Context Protocol for WinDBG

Write in Markdown, publish to WeChat 公众号 drafts — wenyan-mcp handles the formatting WeChat's editor mangles.

AI 지원 디버깅 및 ROM 분석을 위한 MCP 서버가 내장된 Game Boy/Game Boy Color 에뮬레이터입니다.

Help coding agents find the right docs fast — public libs, private repos, internal PDFs — without burning context on wrong pages.

Let Claude run and read your Jupyter notebooks in real time — execute cells, see plots, recover from errors, all without leaving the chat.

Search and download books and academic articles from Anna's Archive directly through your AI assistant.

Give Claude long-term memory of your codebase's conventions and past decisions — across every session, not just today's.

MCP server for reverse engineering tasks in Ghidra 👩‍💻

Local Apple documentation at your agent's fingertips — 302k+ pages, HIG, sample code, all in SQLite FTS5 with sub-100ms search.

MCP configuration to connect AI agent to a Linux machine.

Force your agent to think step-by-step AND suggest which other MCP tool to invoke at each step — a meta-planner for multi-tool workflows.

An MCP extension for Ghidra

Home Assistant MCP — natural language control over smart home devices.

Give Claude the power to read Java thread dumps — deadlocks, long-running threads, virtual-thread pinning, native-method blockers.

Download transcripts of YouTube videos directly from chat — handy for summaries, citations, and quote-pulling.

Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis us

Drive an Android device or emulator from chat — tap, swipe, type, read notifications — for QA automation or demos.

Generate validated Mermaid diagrams and charts — SVG, PNG, or hosted URL — right from chat. No separate renderer needed.

A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and more.

Drive Unreal Engine 5 from Claude — spawn actors, manage assets, run PIE, edit Blueprints, record cinematics via a native C++ automation bridge.

A second LLM that challenges your agent's plan before execution — catches tunnel vision, over-engineering, reasoning lock-in.

The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat.

MCP server that execute applescript giving you full control of your Mac

Read and edit Airtable from chat — with a fine-grained PAT that scopes exactly which bases the AI can touch.

OAuth 2.1, 핫 리로드, 감사 로깅을 갖춘 통합 MCP 엔드포인트 — 여러 업스트림 서버를 위한 프로덕션 지향 관문.

MCP server for JADX-AI Plugin

Official Anytype MCP — search and manage your encrypted local wiki (objects, lists, types, properties) from any AI assistant.

Pull transcripts (with timestamps), metadata, and language lists from any YouTube video — so Claude can summarize, quote, or timestamp an hour of video in seconds.

Create agentic AI workflows in ROBLOX Studio

Lightweight MCP server for Spotify — search, queue, play, control playback.

Delegate specific tasks to DeepSeek models from inside Claude — cheaper reasoning via R1, or code execution via DeepSeek's code-exec mode.

12306 MCP Server​​ 是一个基于 ​​Model Context Protocol (MCP)​​ 的高性能火车票查询后端系统。它通过标准化接口提供官方 12306 的实时数据服务，包括余票查询、车站信息、列车经停站、中转换乘方案等核心功能。

Lightweight Home Assistant MCP — query state, run automations, control devices.

Six specialized agents (factual, critical, optimistic, creative, emotional, synthesis) tackle your problem from different angles and combine their takes — exposed as one MCP tool.

Let Claude (or Cursor) inspect your running Flutter app — errors, screenshots, widget tree — via the Dart VM service, with dynamic custom tools you register in-app.

Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and the MCP server for the mod.

Free Yahoo Finance data from chat — historical prices, statements, options, analyst calls — no API key, no quota to manage.

MCP server that connects AI assistants to HackerOne for bug bounty hunting

Operate your Ubiquiti UniFi stack — Network, Protect cameras, Access doors — by chatting with Claude. 224 tools covering the real product surface.

Run MCP tool calls as sandboxed JavaScript — one code block replaces many sequential calls, saving tokens and isolating credentials.

MCP server for Shopify API — products, orders, customers — usable on Claude and Cursor.

Ableton Live MCP server — MIDI clip authoring, note editing, audio import via AI assistants.

Comet's official Opik MCP — manage prompts, projects, traces, and metrics of your LLM apps from Claude or Cursor without switching tabs.

PC Engine / TurboGrafx-16 / SuperGrafx / PCE CD-ROM² emulator, debugger, and embedded MCP server for macOS, Windows, Linux, BSD and RetroArc

Minimal MCP server for querying PubMed medical research papers.

Security testing toolkit for Claude Code: curated SecLists wordlists, injection payloads, and expert agents for authorized pentesting, CTFs,

Kitchen-sink MCP exposing multi-provider LLM delegation, browser automation, doc processing, vector ops, and cognitive memory.

Ask plain-English questions of a Perfetto trace — jank, ANRs, CPU hot threads, lock contention, memory leaks — and get answers without writing trace SQL.

PubMed MCP — search, access, and analyze biomedical articles through Claude.

Healthcare data MCP — FDA drug info, PubMed, medRxiv, NCBI, clinical trials, ICD-10, DICOM, medical calculator.

Home Assistant MCP — 40 tools, 5 endpoints, 13 guided workflows for automation.

Medical info MCP — queries FDA, WHO, PubMed, Google Scholar, RxNorm.

Complete Claude skills toolkit for professional malware analysis. 5 specialized skills covering triage, dynamic analysis, detection engineer

'지금 베를린은 몇 시인가요?'와 '런던에서는 태평양 시간 오후 3시가 맞나요?'라는 성가신 문제를 브라우저 탭 없이 해결하는 소형 MCP입니다.

Geocoding, place search, directions, distance matrix — Google Maps power for itineraries, store-locator features, and regional analyses.

Persistent, AI-compressed memory across Claude Code sessions — your agent picks up where it left off without re-summarizing.

Make Claude talk like a caveman — drop filler, keep signal, cut output tokens by ~65% with no loss of technical accuracy.

Claude에서 Webiny 헤드리스 CMS를 조작 — 관리자 UI를 클릭하지 않고도 콘텐츠 모델 생성, 일괄 편집, 페이지 스캐폴딩.

Claude에서 Jira + Confluence의 커뮤니티 표준 — JQL 검색, 티켓 등록/전환, Confluence 페이지 읽기/쓰기, 모두 하나의 stdio 서버로.

MCP server that interacts with Obsidian via the Obsidian REST API community plugin.

지속적으로 실행되는 개인 에이전트 서버: 메모리를 유지하고, 샌드박스에서 도구를 실행하며, 여러 LLM 공급자를 지원하고, MCP로 자신을 노출합니다.

Zotero 도서관과 채팅하세요. Claude를 떠나지 않고도 10,000개의 논문을 검색하고, 인용문을 가져오고, 메모 인용문을 추출할 수 있습니다.

OAuth 인증 한 번으로 Claude가 Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, Chat 전체를 읽고 쓸 수 있습니다. 서비스별 설정이 필요 없습니다.

Claude로 실제 .docx 파일을 읽고, 편집하고, 생성하세요 — 단락, 표, 제목, 주석, 변경 추적 수준의 출력까지.

Claude에게 항공편을 물어보면 Google Flights를 직접 검색해줍니다 — API 키도 없고, 스크래핑 문제도 없고, SkyScanner 요금도 없습니다.

Persistent task manager for AI coding agents — natural-language requirements become structured tasks with dependencies, tracked across sessions.

Give Claude the ability to watch any video — downloads, frame extraction, transcription.

Claude로 .pptx 덱을 만드세요 — 슬라이드, 레이아웃, 차트, 이미지, 발표자 노트, 템플릿 인식 삽입까지.

Official WordPress MCP adapter — bridges Abilities API to MCP for plugin/theme/core tools.

Ready-to-fork Claude Code template for academics: LaTeX/Beamer + R, multi-agent review, replication.

Manage Google Calendar events, find availability, and schedule meetings from any MCP client.

Claude Code와 대화하고 다시 들어보세요. 페어링, 접근성 및 흐름 상태 세션을 위한 핸즈프리 코딩입니다.

Read and write MS Excel data - list sheets, read ranges with pagination, write cells, no Excel install needed.

Community MCP server for Notion — pages, databases, blocks. Long-standing alternative to the official server.

에디터를 벗어나지 않고 Obsidian vault에 실제 MCP 표면 추가 — Smart Connections를 통한 시맨틱 검색, Templater 프롬프트, 완전한 파일 CRUD.

A simple MCP server for Obsidian — list, read, search, create, and edit notes.

Microsoft 365를 MCP로 — Outlook, Calendar, OneDrive, Teams 채팅, Excel — Microsoft Graph를 통해 인증.

Official remote MCP server that securely connects Jira and Confluence with your LLM, IDE, or agent platform.

Comprehensive MCP for Google Docs, Sheets, Drive, Gmail, and Calendar — full Workspace access for Claude Desktop.

Official Todoist MCP server — let agents use Todoist on a user's behalf.

Official Doist toolkit that connects Todoist to AI agents — MCP support, OAuth, full API coverage.

Obsidian Vault를 로컬 REST API 플러그인을 통한 노트, 태그, 머리말 및 글로벌 검색을 위한 8가지 도구인 최고 수준의 MCP 리소스로 만드세요.

Official MCP Server for interacting with Salesforce instances — read, manage, operate orgs securely.

Monday.com 공식 MCP — 화면 스크래핑이 아닌 구조화된 데이터 보장으로 Claude에서 보드, 항목, 대시보드를 제어합니다.

MCP server for Todoist — natural-language task creation, project management, and bulk ops from Claude.

MCP server that provides tools for interacting with Trello boards — cards, lists, members, attachments.

Official Zapier MCP — connect your AI to 9000+ apps and 40000+ actions via MCP.

MCP server for reading from Google Drive and editing Google Sheets.

Todoist MCP server with bulk operations and Sync API support — power-user features for task automation.

Generate privacy policies and terms of service — Korean PIPA (2025 revision), EU GDPR, and US CCPA/CPRA — via an interactive interview.

Claude skills focused on creative writing — fiction, scene craft, character voice.

이동, 축소, PNG/JPG/SVG 내보내기 등 한 번의 도구 호출을 통해 Markdown 개요를 대화형 마인드 맵으로 변환할 수 있습니다.

Plane의 자사 MCP — 에이전트의 전체 작업 공간 제어: 프로젝트, 작업 항목, 주기, 모듈, 이니셔티브 등에 걸쳐 55개 이상의 도구.

MCP Salesforce connector — SOQL queries, record CRUD, metadata operations.

Practical Claude Skills for office tasks — XLSX, DOCX, PPTX, PDF workflows with official skill guides.

Salesforce MCP Server — describe objects, run SOQL, manage records via natural language.

Production-ready MCP implementation for the Notion API — pages, databases, blocks.

Official Taskade MCP + OpenAPI→MCP codegen for any API.

MCP server for Google Drive, Docs, Sheets, Slides, and Calendar — manage files and events from Claude.

Asana MCP server with broad task/project coverage — search, create, update, comment, and bulk-mutate tasks across workspaces.

터미널에서 Linear를 조작하세요 — linear.app을 한 번도 열지 않고 이슈 생성, 티켓 이동, 업데이트 게시, 보고서 실행.

HubSpot CRM MCP with built-in vector storage and caching to work around HubSpot API limits — read/write contacts, deals, companies.

MCP server enabling AI assistants to interact with HubSpot CRM — vector storage, caching, API speedups.

Native macOS integration with Apple Reminders and Calendar via EventKit.

Claude에서 Overleaf LaTeX 프로젝트를 읽고 편집하세요 — 섹션 단위 편집이 Git 브릿지를 통해 푸시됩니다. 웹 UI 없이.

MCP server to manage a WordPress CMS — posts, featured images, SEO-aware structure.

Zendesk MCP that exposes tickets, users, organizations, and help-center articles to Claude over the standard Zendesk REST API.

MCP server exposing WordPress data and functionality as MCP tools.

MCP servers for Atlassian Data Center editions — Bitbucket, Confluence, JIRA.

Automate NotebookLM notebook creation from YouTube videos — research, source-add, audio overviews.

Full implementation of Todoist REST API plus Sync API support via MCP.

Email MCP server with full IMAP + SMTP support — read, search, send, manage email from any AI assistant.

Minimal, powerful MCP server for Microsoft Graph API — Outlook, Calendar, OneDrive.

TS companion MCP server for the Drupal MCP module — STDIO transport.

Full marketing department for Claude Code — Klaviyo, Shopify, GA4, Looker Studio, paid media.

High-performance ClickUp MCP — tasks, checklists, sprints, comments, tags, spaces, docs, time.

Query and update Fibery work-management entities through MCP.

Let your agent triage your Linear backlog, post cycle updates, and file bugs from Sentry — without opening the app.

Give your agent read/write access to your team's knowledge base — spec lookup, page drafting, database CRUD, all in one MCP.

Let your agent design, validate, and deploy n8n workflows — with a built-in node catalog and validator so JSON is correct first try.

자연어로 monday.com 보드, 항목, 업데이트, 그룹을 관리하세요 — 작업을 생성하고, 상태를 변경하고, 보고서를 롤업하세요. 30번 클릭할 필요가 없습니다.

Open source MCP server for databases — Postgres, MySQL, Spanner, BigQuery, AlloyDB, and more.

Google의 데이터베이스 MCP — 단일 바이너리로 Postgres, MySQL, BigQuery, Spanner, AlloyDB, Cloud SQL을 인증, 커넥션 풀링, 툴 수준 범위 제한과 함께 제공합니다.

Query 40+ apps (GitHub, Notion, Slack, ...) with SQL via MCP.

Plug PostgreSQL expertise into your coding agent — semantic search over official docs plus curated best-practice skills.

Persistent long-term memory for your AI with semantic search, tags, 5ms retrieval, and cloud sync — SQLite local, Cloudflare for multi-device.

Index any codebase into a persistent knowledge graph — 66 languages, sub-ms queries, 99% fewer tokens than file-by-file exploration.

Microsoft의 공식 오픈소스 도구 — Azure SQL, Cosmos DB, Postgres, MySQL을 설정 파일 하나로 REST + GraphQL + MCP 엔드포인트로 전환합니다. 코드 작성 불필요.

A community Supabase MCP with three-tier safety (safe / write / destructive), auto-migrations, and Management + Auth API coverage — now superseded by the official Supabase MCP.

Connect ClickHouse columnar database to AI assistants — query analytical workloads through MCP.

Official Elastic MCP server for Elasticsearch — search, aggregations, index inspection from your AI client.

Official Neon serverless-Postgres MCP — branch databases, run migrations, query, and manage roles from natural language.

MCP server for Chroma — embeddings, vector search, document storage, and full-text search.

Universal MCP server for databases — auto-generates APIs from PostgreSQL, MySQL, ClickHouse, Snowflake, BigQuery schemas.

Local MCP server for DuckDB and MotherDuck — query CSV/Parquet/S3 with the DuckDB SQL engine.

One MCP server, many databases — MySQL, Postgres, SQLite, Oracle, TimescaleDB. Each connection gets its own query/schema/perf toolset.

Ask 'why is SQL Server slow?' and get wait stats, blocking chains, and plan analysis in plain English via Erik Darling's MCP.

Official Snowflake MCP — query warehouses, prompt Cortex agents, manage objects, and consume semantic views from any MCP client.

Claude에게 MongoDB connection string을 건네면 쿼리, 집계, 스키마 검사를 수행합니다 — 프로덕션 안전을 위한 `--read-only` 플래그 포함.

MCP server providing Elasticsearch and OpenSearch interaction — queries, mappings, cluster ops.

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze

Ask Claude about Indonesian law and get answers grounded in 40k+ regulations and 937k+ structured articles from pasal.id — with citations.

Powerful PostgreSQL MCP — 14 consolidated database management tools for AI assistants.

Spin up a local DuckDB and let Claude run SQL, inspect schemas, and analyse parquet/CSV files — perfect for ad-hoc analytics on laptops.

MCP server for Weaviate — query collections as a knowledge base and chat memory store.

37 SSH tools for managing fleets of Linux servers via Claude — execute, upload, download, backup, monitor health — with SSH-key + agent auth.

Read-only natural-language BigQuery from Claude — schema exploration, query limits, PII field restrictions — with service account auth.

MCP server for your self-hosted Supabase — query DB, manage auth, run edge functions.

MCP server for Google BigQuery — list datasets, inspect schemas, run SQL, and fetch result rows directly from the chat client.

High-performance Go MCP server for the Trino distributed SQL engine.

Connect your Pinecone projects to Cursor, Claude, and other AI assistants.

PostgreSQL MCP — HTTP + Stdio transports for direct database interaction.

Claude가 쓰기 액세스 권한을 부여하지 않고도 읽기 전용 안전, 전체 스키마 검사 및 EXPLAIN 계획을 사용하여 Postgres 데이터베이스에 쿼리할 수 있게 하세요.

로컬 SQLite 파일을 쿼리합니다. 개인 프로젝트, 내보낸 데이터 덤프 또는 저널/로그/db 파일 분석에 적합합니다.

공식 Supabase MCP — 채팅을 통해 프로젝트 관리, SQL 실행, Edge Functions 배포, 인증 구성, 로그 보기 등의 모든 작업을 수행할 수 있습니다.

공식 Neon MCP — 안전한 마이그레이션 테스트를 위해 서버리스 Postgres를 분기하고, 쿼리를 실행하고, 채팅에서 프로젝트를 관리하세요.

Give Claude durable vector memory — store, recall, and semantically search text with a minimal, opinionated Qdrant-backed MCP.

Claude가 MongoDB Atlas 또는 자체 호스팅 클러스터를 쿼리, 집계 및 관리하도록 하세요. 읽기 전용 기본값으로 도구별로 완화할 수 있습니다.

Redis와 영어로 대화하기 — 키를 검사하고, 캐시를 관리하고, 만료 시간을 조정하고, Redis 명령어를 외우지 않고도 pub/sub을 디버깅합니다.

Claude를 통해 Cypher로 Neo4j 그래프를 조회하고 진화시키세요 — 스키마 내재화 및 읽기/쓰기 Cypher 가드레일이 포함되어 있습니다.

하나의 MCP, 여러 데이터베이스 — Postgres, MySQL, SQL Server, SQLite, Oracle — 기본적으로 읽기 전용인 쿼리 인터페이스입니다.

Claude가 브라우저 자동화 및 연구를 위해 이미 로그인되어 있고 쿠키와 세션을 사용하여 실제 Chrome을 구동하게 하세요.

Allow LLMs to control a cloud browser with Browserbase and Stagehand for automation, scraping, and end-to-end testing.

Tavily MCP는 에이전트 웹 검색, 페이지 추출, 사이트 맵 및 크롤링을 제공합니다. 이미 LLM용으로 형식이 지정되어 있으므로 스크랩된 마크업에 토큰을 낭비하지 않습니다.

Natural-language end-to-end tests for web apps — the agent drives a browser, captures console/network, and writes up findings.

하나의 MCP 뒤에 멀티 엔진 검색 — 한 엔진이 속도 제한에 걸릴 때 Google, Bing, DuckDuckGo, Brave 간에 자동 폴백.

Expose 3,000+ Apify Actors to AI agents — scrape social media, search engines, maps, and e-commerce sites.

Rust 기반의 빠른 로컬 스크래핑 및 구조화 추출 — 서드파티로 URL을 보내지 않고 페이지를 가져와 정제된 markdown과 구조화된 필드를 얻습니다.

Search and download academic papers across arXiv, PubMed, bioRxiv, Semantic Scholar and 20+ other sources — free-first strategy.

웹 검색과 URL 페칭 — API 키 없음, 가입 없음. 에이전트에게 열린 웹을 볼 수 있는 가장 간단한 방법.

Universal calendar MCP — aggregate Google, Outlook, iCloud, CalDAV, and ICS calendars into one tool surface your AI agent can query and sync.

browser-use packaged as an MCP server with SSE transport and Docker chromium support.

Give Claude read/write access to Google Sheets — 19 tools covering cells, rows, sheets, charts, formulas, and cross-sheet search.

Query China's 12306 railway tickets via AI — search trains, check availability, and plan routes with natural language.

YouTube MCP — video management, Shorts creation, analytics queries.

A Model Context Protocol server for YouTube — uses yt-dlp to fetch subtitles and feed them to Claude.

Fully functional MCP server automating YouTube operations - uploads, playlist management, and analytics.

MCP server that provides tools for fetching and analyzing Reddit content — posts, comments, subreddits.

Browser extension + MCP server that lets AI agents drive your real Firefox browser with DOM access.

Bilibili video search MCP - query China's largest video community by keyword, filter, and category.

TikTok integration MCP — analyze videos, fetch metadata, surface virality signals.

Gmail + Calendar + Drive + multi-account management in one MCP, built on Google's official Workspace CLI — 287 operations across 15+ services.

MCP server that provides tools for fetching and creating Reddit content.

MCP server providing comprehensive access to LinkedIn data and management via the Anysite API.

Official Browserbase MCP servers — cloud browser sessions for Claude/Cursor agents with live debugging.

Puppeteer MCP with vision — capture screenshots and let Claude reason about pages visually.

Claude에 웹을 제공하는 가장 간단한 방법 — URL을 가져오면 깔끔한 마크다운을 얻습니다. JS 렌더링 없음, API 키 없음, 번거로움 없음.

접근성 트리를 통해 실제 브라우저를 제어합니다 — Claude는 픽셀이 아닌 구조화된 페이지 콘텐츠를 인식하므로 스크린샷 기반 에이전트보다 빠르고 안정적입니다.

Claude에게 DevTools가 제공하는 것과 동일한 뷰를 제공하세요 — 성능 추적, 네트워크, 콘솔, 라이브 DOM. 공식, Chrome 팀이 관리합니다.

웹 페이지를 AI 에이전트가 실제로 사용할 수 있는 깔끔한 구조화된 데이터로 변환하세요 — JS 렌더링 사이트를 처리하고 스키마를 통해 JSON을 제공합니다.

AI 에이전트를 위한 신경망 기반 웹 검색 — 의미로 검색하고 깔끔한 콘텐츠를 반환합니다. 'X와 유사한 에세이를 찾아줘' 같은 검색에는 Google보다 낫습니다.

개인정보를 존중하는 웹, 뉴스, 이미지 검색 — 독립적 인덱스, Google 없음. 무료 등급으로 대부분의 개인 사용 커버.

Headless Chrome in one MCP — navigate, screenshot, click, fill. Simpler than Playwright when you only need Chromium.

Read live console logs, network errors, DOM, and screenshots from YOUR real Chrome — debugging context straight into your agent.

Tap 3000+ pre-built Actors on Apify to scrape Google, Amazon, LinkedIn, TikTok, Maps and more — no custom scraping code to maintain.

Next.js DevTools MCP — 공식 문서 검색, E2E 확인을 위해 브라우저 제어, 실행 중인 dev 서버 진단, 그리고 자동으로 Next 16으로 업그레이드합니다.