Tous les guides de serveurs MCP

Un kit de performance complet pour les agents — skills opinionés, instincts, mémoire et patterns de sécurité pour rendre tout agent de code fiable.

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

Arrêtez de laisser Claude générer des UI laides. Ce skill lui enseigne le vrai design — échelles typographiques, rythme d'espacement, systèmes de couleurs, accessibilité — sur web, mobile et desktop.

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.

Un playbook pratique pour passer de prompts improvisés à une utilisation de Claude de qualité ingénierie — plans, validations, hooks, post-mortems.

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

Système de recherche d'emploi en 14 modes — ajustement du CV, matching offres, lettres de motivation, PDF en lot, tableau de bord Go.

Plus de 1400 packs de skills dans une bibliothèque navigable, avec un CLI qui les installe dans Claude Code, Cursor, Codex, Gemini CLI et Antigravity en une seule commande.

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

Skills de kepano (directeur design d'Obsidian) qui enseignent aux agents le vrai Obsidian — Markdown, Bases, JSON Canvas, le CLI.

83 sous-agents Claude Code prêts pour la production — backend, frontend, DevOps, données, sécurité — orchestrés par orchestrator-agent.

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

Skills d'ingénierie de qualité production pour agents de code — performance, accessibilité, sécurité, débogage — curatés par Addy Osmani (équipe Google Chrome, auteur de Learning JavaScript Design Patterns).

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

Skills marketing niveau opérateur — CRO, copywriting, SEO, analytics, growth engineering. L'IA fait le boulot de fond ; vous prenez les décisions.

Recherchez sur Reddit, X, YouTube, HN, Polymarket et le web un sujet et obtenez une synthèse ancrée et datée — pas la supposition « je pense que... » pré-entraînée de Claude.

Bundle de skills croissance, CRO, copywriting, SEO, analytics pour Claude — une équipe marketing interne sous forme de plugin.

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.

Un HUD en temps réel pour Claude Code — budget de contexte, outils actifs, sous-agents en cours, progression des tâches. Arrêtez de voler à l'aveugle.

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.

Plus de 100 sous-agents Claude Code spécialisés couvrant frontend, backend, infra, sécurité, performance, data — appelez l'expert, pas le généraliste.

Un clone open source de Claude Design — 19 skills + 71 systèmes de design de qualité marque, prévisualisation sandboxée, exports vers HTML/PDF/PPTX/MP4.

Specification and documentation for the Agent Skills open standard.

Curriculum officiel Claude d'Anthropic — prompt engineering, utilisation d'outils, RAG et évaluations — packagé comme ressource skill apprenante.

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.

Le répertoire .claude personnel de Matt Pocock — skills TypeScript, tests et workflow opiniâtres, directement d'une pointure TS.

Terminal Mac-native avec onglets verticaux conçu pour le flux d'agents IA — gardez plusieurs sessions Claude Code / Codex visibles simultanément.

Transformez des idées en visuels partageables — cartes Xiaohongshu, infographies, diagrammes SVG, présentations — le tout depuis des prompts en langage naturel.

49 agents + 72 skills de workflow simulant un vrai studio de jeu — transformez Claude Code en mini équipe de développement.

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

Générez des présentations web-natives avec Claude — slides HTML/CSS, vraies transitions, pas de PowerPoint, partageables via URL.

Réécrivez la prose générée par IA pour éliminer les tirets cadratins, les tricolons et les formules évasives qui crient « ChatGPT a écrit ça ».

Encode le goût du design — typographie, espacement, couleur, règles de composition — pour que Claude arrête de livrer des interfaces génériques et produise du travail qui paraît senior.

Livre de recettes officiel d'Anthropic pour Claude — caching, batching, RAG, agents, multimodal, citations — avec des notebooks exécutables.

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

Pilotez Google NotebookLM depuis Claude — créez des notebooks, ingérez des sources, générez des aperçus audio, y compris les fonctionnalités cachées par l'interface web.

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.

La liste awesome la plus étoilée pour Claude Code — slash commands, agents, skills, hooks, MCPs, le tout en un index curé.

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

60+ slash commands Claude Code — /commit, /review, /test, /docs, /refactor — maintenus cohérents entre les projets.

Templates quickstart d'Anthropic prêts à forker — agents, computer use, support client, assistant financier — scaffoldings en forme de production.

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.

Embarquement visuel pour n'importe quelle base de code — graphes de connaissances structurels et domaine qui enseignent le système plutôt que de simplement le schématiser.

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

Une vraie statusline pour le CLI Claude Code — style powerline, widgets personnalisables, suivi du coût/utilisation en temps réel visible pendant que vous travaillez.

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.

Utilisez GitHub Issues + Git worktrees comme couche de gestion de projet pour Claude Code — chaque issue devient une branche, chaque agent travaille en isolation, pas de contamination croisée.

Skills qui transforment un agent LLM de code en chercheur ML autonome — découverte d'idées, boucles de review multi-modèles, automatisation d'expériences nocturnes.

Collection officielle de skills de référence d'Anthropic — exemples canoniques pour le format SKILL.md et les meilleures pratiques.

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.

La référence absolue pour enlever le « goût IA » des textes chinois — un ensemble de règles calibré sur de nombreux corpus réels, conçu pour traiter le registre robotique des comptes officiel/小红书/blog.

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.

Skill SEO GEO-first — optimisez pour la recherche IA (Perplexity, Gemini, ChatGPT) avec scoring de citabilité et analyse des crawlers.

Skills au format Anthropic curées couvrant les tests, le débogage, la refactorisation et l'architecture — companion éprouvé du dépôt agents.

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

Une skill Claude qui lance un navigateur avec devtools que votre agent peut piloter — navigation, clic, inspection, capture d'écran.

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

754 skills défensifs de cybersécurité structurés et mappés à MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF — transformez les agents AI en équipe sécurité que vous pouvez auditer.

Skill de design native HTML pour Claude — prototypes haute fidélité, slides, animations, export MP4, 20 principes de design.

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.

Générez des présentations HTML style magazine depuis un prompt — fichier unique, navigation horizontale, 10 layouts, 5 thèmes soignés, hero WebGL. Surpassez PowerPoint sans l'ouvrir.

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

Bundle de skills power-user curé par obra — workflows opinionés pour git, débogage, planification et prompt-craft.

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

Les skills Claude Code de Trail of Bits pour la revue de sécurité du code, la détection de vulnérabilités et les flux d'audit défensifs.

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

Desktop Extensions (DXT) — packagez un serveur MCP comme installateur en un clic pour Claude Desktop, avec manifest, runtime et signature.

Les habitudes d'un ingénieur senior packagées comme skills Claude Code — petits commits, refactors serrés, débogage focalisé, revues délibérées. Des choses que vous savez, rendues répétables.

Pointez vers un dépôt, obtenez un « cours » HTML expliquant comme un tutoriel — code annoté, diagrammes, narration — pour les non-ingénieurs et les nouvelles recrues.

Objectif en entrée, résultats en sortie — Claude propose un changement, l'exécute, mesure, garde les gains, rejette les pertes, itère. La boucle autoresearch d'Andrej Karpathy, packagée en skill.

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

Workflow académique en 5 étapes comme un seul skill Claude Code — recherche → rédaction → revue → révision → finalisation. Remplace le moment « par où je commence ».

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

Transformez votre vault Obsidian en wiki auto-maintenable — Claude sauvegarde ce qui compte, crée les liens, et fait grandir le graphe au lieu de jeter des notes dans le vide.

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.

Décrivez votre workflow ; il conçoit un second cerveau en Markdown façonné pour vous — pas de templates, structure dérivée.

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.

Générez des interfaces dans l'esthétique Nothing — monochrome, dot-matrix, typographie industrielle, couches transparentes — sans copier-coller le CSS depuis inspect-element.

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.

Exécutez plusieurs agents de code en parallèle sur le même dépôt, avec orchestration de fusion — utile quand un seul agent ne suffit pas.

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.

Arrêtez de recorriger Claude Code. pro-workflow capture vos corrections, parallélise les worktrees, et laisse le contexte se capitaliser sur des semaines.

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.

Système d'exploitation marketing comme skill Claude — recherche de mots-clés, audit on-page, vérification GEO (citation LLM), itération de copies publicitaires, le tout dans un seul dépôt.

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

Claude Code piloté par les specs avec des portes qualité intégrées — chaque changement suit le pipeline planifier → spécifier → implémenter → vérifier avant d'être livré.

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.

Mémoire sémantique unifiée pour Claude Code, OpenClaw, OpenCode, Codex — fichiers sources Markdown, récupération Milvus.

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

Éditez la vidéo en parlant — plages de clips, montage, sous-titres, normalisation du volume, le tout piloté depuis Claude avec FFmpeg sous le capot.

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.

Un outil Rust qui élague agressivement le contexte — supprime les imports morts, réduit les commentaires, compresse les logs — avant de l'envoyer à l'agent.

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.

Générez des prompts de portrait IA cohérents — extrait les caractéristiques d'une référence et émet des prompts verrouillés sur le style pour les modèles d'image en aval.

Enregistre vos actions navigateur et les émet comme commandes de skill Claude ou MCP — transformez des flux manuels en routines appelables par agent.

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.

100+ skills couvrant ISO 26262, AUTOSAR, ASPICE, MISRA — donnez à Claude le vocabulaire et les ensembles de règles utilisés en ingénierie automobile.

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.

Claude Code qui apprend silencieusement de vos corrections — capturant règles, préférences et approbations, puis les inscrivant dans CLAUDE.md / AGENTS.md.

Rédigez un onboarding applicatif sous forme de questionnaire (vous connaissez le genre) qui convertit vraiment — copie, branchements, placement du paywall, validé par des apps livrées.

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.

Du .NET 8/9 idiomatique dans Claude — skills pour les tests xUnit, les perfs BenchmarkDotNet, le packaging NuGet, la correction async/await et le style C#.

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

Skills première partie pour Synalinks — framework IA neuro-symbolique — pour que Claude puisse créer et déboguer des programmes Synalinks.

Lancez des projets WebGPU + Three.js avec Claude — boilerplate, patterns de shaders, vérifications de performance, le tout dans un seul skill.

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

Développement Apple sans se battre contre Swift 6 — skills opinionés pour SwiftUI, concurrence structurée, @Observable, et tooling de build moderne.

Exécution de code isolée en VM pour les agents — Python, Playwright, kernel Jupyter persistant, le tout sandboxé hors de votre machine hôte.

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.

Rendez Claude conscient de votre vault — recherchez d'abord dans vos notes, planifiez des agents qui maintiennent les backlinks, les MOCs et une file de revue périodique.

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.

Scaffold de mémoire projet + détecteur de dérive — garde les agents de code IA ancrés dans l'état réel de votre projet, pas dans un instantané d'hier.

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.

Extrayez un Design DNA quantifié depuis n'importe quelle interface de référence — tokens, style qualitatif, effets visuels — puis générez des composants qui lui correspondent.

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.

Naviguez, scrapez et extrayez des données structurées depuis des sites complexes — plus rapide et moins coûteux que piloter un navigateur headless complet.

De l'idée à une vidéo podcast Bilibili / YouTube en un flux — écriture de script, TTS multi-voix, assemblage automatisé, multi-langue.

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.

Le bundle de skills quotidiens de WuMing — utilitaires pratiques pour la revue de code, la génération de documentation et l'optimisation des workflows.

Définissez des équipes d'agents en YAML — Wegent les exécute, gère la mémoire partagée et route le travail entre spécialistes.

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.

Orchestrateur déterministe sur 40+ agents CLI — exécutions auditables et reproductibles sans dépendre d'un seul modèle.

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。

Hub unifié de skills pour la blockchain aelf — découverte, routage, bootstrap et vérifications de santé sur Claude Code, Cursor, Codex et OpenClaw.

Collection personnelle de skills Claude Code pratiques — assistants de productivité et petites automatisations affinés par l'usage quotidien.

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.

Une installation vous donne 107 skills, 37 agents spécialistes et 188 hooks — patterns de production intégrés.

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.

Un pack de skills d'écriture créative : bibles de personnages, rédaction de scènes, rythme en trois actes, passes de correction — opinioné comme un atelier.

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.

Couvrez le cycle de vie complet d'un site web avec un seul pack de skills — voix de marque, design, contenu, SEO, dev, ops, croissance, recherche — agnostique à la stack.

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.

Coffre-fort de secrets local-first pour les agents — les agents référencent les noms de secrets, pas les valeurs ; les valeurs ne quittent jamais votre machine.

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.

Un index organisé de Claude/Agent Skills venant du web — pensez awesome-list, mais navigable sous forme de site MDX.

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.

Un dépôt de marché qui fournit les mêmes compétences à Claude Code (via /plugin) et à Claude.ai (via téléchargement ZIP) avec des versions semver.

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.

Quatre fichiers lisibles par l'homme — bugs.md, décisions.md, key_facts.md, issues.md — que Claude lit avant de proposer des modifications. Mémoire de projet sans base de données.

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.

Expédiez la simultanéité Swift 6 en toute confiance : le guide de migration officiel d'Apple est chargé dans Claude en tant que compétence, les agents citent donc la documentation réelle.

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

Pilotez la CLI `ipsw` à partir de votre agent : téléchargement/extraction IPSW, différences du cache du noyau, triage Mach-O, en-têtes ObjC du framework privé.

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.

Compétences commerciales pour Claude : cadres de conseil, manuels de contenu et modèles de suivi des données organisés par un ancien analyste de McKinsey.

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.

Weaviate local de bout en bout de Claude : configuration, connexion, schéma, ingération et RAG dans cinq compétences ciblées.

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.js dans le bon sens : réutilisation des composants en premier, les variantes de Figma sont mappées aux accessoires, TypeScript strict, a11y par défaut.

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.

Maîtrise de LangGraph à portée de main - huit modèles de production (ReAct, routage, points de contrôle, HITL, superviseur, essaim, déploiement, débogage) + plus de 150 liens doc, en tant que compétence Claude.

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/.

Notion de workflows sur pilote automatique : quatre compétences activées par le contexte de la tâche : capturer des décisions, préparer des réunions, documenter la recherche, transformer des spécifications en plans.

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.

Développez vos compétences Claude avant l'expédition : frontmatter, références de ressources, clarté des déclencheurs, hygiène d'évaluation, score de 0 à 100 avec gravité.

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.

Semantic Scholar inside Claude — recherche par mot-clé/booléen, parcours de citations, recommandations, auteurs, récupération par lots, avec exportation BibTeX/Markdown.

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.

Examen systématique de la conception — typographie, contraste, espacement, a11y, mouvement, mode sombre, jetons, motifs sombres — noté de 0 à 100 avec le code avant/après.

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.

Décrivez le mouvement souhaité ; obtenez du code Motion.dev qui s'exécute à plus de 60 ips avec la physique du ressort, la prise en charge des mouvements réduits et aucun changement de disposition.

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.

Transformez le contenu en une superbe présentation HTML animée et autonome (Slide Deck, Scroll Story ou Interactive Deck) et exportez éventuellement au format .pptx.

Nourrissez une marque (URL, nom ou capture d'écran) → obtenez un langage de conception complet : jetons, typographie, espacement, lumière/obscurité, recettes de héros, kit d'icônes et une compétence de système de conception générée.

Context7 injecte de nouveaux documents spécifiques à la version pour plus de 30000 bibliothèques dans votre agent de codage afin d'arrêter les API hallucinantes qui n'existent pas.

Serena intègre la recherche sémantique et les modifications symboliques alimentées par le serveur de langage sur votre agent — ainsi renommer/refactoriser/trouver des références fonctionne réellement sur d'énormes bases de code.

Donnez à Claude un vrai terminal — opérations fichiers, éditions de code, processus et shell sur tout votre système de fichiers avec des garde-fous de permission.

SDK Python officiel pour le Model Context Protocol — construisez des serveurs et clients en 30 lignes, livré avec des décorateurs compatibles FastMCP.

Sandboxez la sortie des outils et persistez l'état de session dans SQLite — 98 % de tokens en moins, plus d'amnésie lors de la compaction.

Transformez n'importe quel dépôt GitHub public en point d'accès MCP en direct — importez son README, son code et sa doc dans Claude sans cloner ni halluciner les API.

SDK Go pour construire des serveurs MCP — boilerplate minimal, définitions d'outils type-safe, utilisé par la moitié des MCPs Go de qualité production dans la nature.

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

Computer-use pour Windows — Claude lit l'arbre UI Automation (pas seulement les pixels), ce qui lui permet de piloter Excel, Outlook et les applications métier legacy de façon fiable.

Une interface MCP unique pour piloter appareils iOS et Android, simulateurs et émulateurs — sans avoir à connaître XCUITest/Espresso.

Enveloppez n'importe quel serveur MCP dans OpenAPI — /docs instantané, schémas requête/réponse, OAuth — pour que tout client HTTP (ou modèle qui ne parle pas MCP) puisse l'appeler.

Flux Exigences → Design → Tâches structuré avec tableau de bord en direct et validations humaines — empêchez Claude de coder à l'aveugle.

Isolated, parallel containerized environments for coding agents.

Créez des agents natifs MCP en Python avec un décorateur `@fast.agent()` — Skills, MCP, ACP, multi-modèle, évaluations et traces intégrés.

Faites tourner des dizaines de serveurs MCP derrière une seule passerelle enterprise — registre, auth, garde-fous, journal d'audit, tout y est.

Pilotez Godot 4 depuis Claude — lancez des projets, exécutez des scènes en headless, capturez stdout/stderr, et itérez sur GDScript sans changer de fenêtre.

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.

Le MCP Grafana officiel — interrogez Prometheus/Loki/Tempo, listez les dashboards, récupérez les alertes, exécutez des timelines d'incident, le tout derrière un serveur stdio unique.

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

Placez un seul proxy devant tous vos serveurs MCP — auth modulaire, mise en forme des requêtes, observabilité et circuit breakers, le tout en Rust.

Envoyez n'importe quelle capture de protocole, blob binaire, archive ou log à Claude et obtenez une analyse structurée — pcap, ELF, ZIP, JSON-RPC, peu importe.

Le scanner première partie de Snyk ciblant la chaîne d'approvisionnement des agents : analyse les serveurs MCP, les skills et le code agent pour détecter les patterns d'injection, les descriptions d'outils fuiteuses et les dépendances vulnérables connues.

Le dépôt Microsoft pour les Skills première partie, MCPs, agents personnalisés et fichiers Agents.md — la référence canonique pour ancrer les agents de code dans les SDKs MS.

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

One endpoint to rule them all — MetaMCP aggregates multiple MCP servers behind a single gateway with auth, rate-limits, and namespacing.

Catalogue officiel et service de découverte pour les serveurs MCP — découvrez, publiez et vérifiez des MCPs de production depuis une source canonique unique.

L'extension officielle qui permet aux serveurs MCP de livrer des fragments d'UI interactifs — Claude intègre votre formulaire, graphique ou sélecteur directement dans la conversation.

Boucle complète d'IA pour développer et tester Unity avec 100+ outils, exécution C# basée sur Roslyn, et un CLI pour une configuration rapide.

Pointez mcp2cli vers un serveur MCP (ou tout endpoint OpenAPI/GraphQL) et obtenez un CLI typé utilisable depuis les shells, scripts ou d'autres agents — sans génération de code.

Transformez n'importe quelle API REST en serveur MCP à partir de YAML — aucune modification de code, rechargement à chaud, multi-locataire, SSE + HTTP Streamable.

Pilotez xcrun simctl + idb depuis Claude — démarrez un simulateur, installez votre .app, tapez, écrivez, prenez des captures d'écran, enregistrez des vidéos, sans passer par Xcode.

Le Postman des MCP — connectez n'importe quel serveur, listez ses outils, appelez-les manuellement, chattez avec lui comme agent, et évaluez les sorties sur plusieurs LLM depuis une interface locale.

Exécutez des serveurs MCP dans des conteneurs isolés avec des installations en un clic, un registre curé et le support Kubernetes.

MCP officiel Microsoft exposant Azure DevOps — work items, dépôts, pipelines, boards — à Claude via auth PAT.

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.

Un binaire Go, un endpoint — connectez Claude / Cursor / n'importe quel client MCP à tous vos serveurs MCP d'un coup. L'agrégateur MCP avec le moins d'effort.

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.

Le CLI officiel Smithery — `smithery install <server>` pour ajouter des MCPs à votre config client, plus un mode dev pour créer les vôtres.

Le MCP officiel de Sentry — laissez Claude récupérer les erreurs en direct, les traces et les releases pour un débogage ancré dans les données de production, pas dans des suppositions.

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.

Recherche de code qui coûte ~2% de grep+read en tokens — sémantique + lexicale, entièrement local, sous la seconde sur des dépôts d'un million de lignes.

Control a Minecraft bot with Claude — build structures, explore worlds, manage inventory, and interact in real-time via natural language.

Les résultats d'analyse statique de Sonar, entre les mains de Claude — corrigez les issues par fichier et règle, sans parcourir un tableau de bord.

Gérez Home Assistant à partir de votre IDE : créez des automatisations, concevez des tableaux de bord et déployez des configurations en langage naturel.

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.

Agrégez tous vos serveurs MCP en un seul endpoint — configuration partagée, authentification partagée, noms d'outils préfixés, et un seul endroit pour tout mettre à jour.

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.

Expédiez MCP en C#/.NET — décorez une méthode avec [McpTool], démarrez le serveur, c'est fait. Fonctionne avec Microsoft.Extensions.AI et Semantic Kernel.

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

Daemon local qui compresse votre codebase à ~10% de ses tokens avec une résolution intelligente — détail complet pour les fichiers chauds, résumés pour le reste.

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

DebugMCP de Microsoft donne à Claude le contrôle total du débogueur VS Code — points d'arrêt, pas à pas, inspection de variables dans 9 langages.

Tree-sitter en MCP — donnez à Claude un accès au niveau AST pour qu'il modifie une fonction, pas 47 correspondances regex aléatoires.

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.

Plan de contrôle construit par Speakeasy — observabilité, politique et registry pour les agents/MCPs/skills, avec des racines profondes API-first.

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.

MCP officiel Dynatrace — Claude écrit du DQL, investigue des incidents, suit les événements K8s, remonte les findings de sécurité.

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.

Le serveur de test de référence MCP — chaque fonctionnalité du protocole en un seul endroit. Pour déboguer votre client MCP, pas pour une utilisation en production.

Donnez à Claude un accès complet à GitHub — problèmes, PR, recherche de code, éditions de fichiers — sans jamais quitter votre fenêtre de chat.

Laissez votre agent IA faire les 5 premières minutes de chaque investigation Sentry — trouvez le problème, extrayez la stacktrace, identifiez la mauvaise release.

Fermez la boucle sur le coding IA iOS/macOS — compilez, testez, exécutez sur simulateur, capturez les logs et screenshots, tout à partir du chat.

La manière Pythonique de créer des serveurs MCP : décorez une fonction, obtenez un outil. Expédiez un MCP en 20 lignes.

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.

Donnez à votre agent la même intelligence de code que votre IntelliJ — refactorisation, recherche d'usages, inspections, configurations de lancement.

Récupérez les problèmes SonarQube, les hotspots et le statut de la quality gate dans votre workflow IA — triez les résultats et rédigez les corrections sans ouvrir l'interface SonarQube.

Inspectez, comparez et synchronisez les applications ArgoCD depuis Claude — état du cluster GitOps sans changer de contexte kubectl.

Pilotez l'Éditeur Unity depuis Claude — créez des scènes, écrivez des scripts C#, exécutez des tests, inspectez la console, tout depuis le chat.

MCP d'orchestration multi-LLM — laissez Claude consulter Gemini, OpenAI o3, Grok, OpenRouter ou Ollama en cours de tâche et fusionner leurs réponses.

Permettez à Cursor ou Claude de lire et modifier votre document Figma en direct — renommer les calques en masse, injecter du contenu, créer des composants, le tout via le chat.

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

Générez un rapport de recherche approfondie complet en ~2 minutes en utilisant vos propres clés LLM — un appel d'outil, recherche web multi-étapes dans le serveur.

Convertissez des PDFs, des documents Word, des feuilles de calcul, des présentations, des pages web, des images, de l'audio et des vidéos YouTube en markdown propre depuis le chat.

Connectez Claude à Google NotebookLM — interrogez vos notebooks avec sources ancrées et récupérez les citations.

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

Un serveur MCP unique pour Gmail, Drive, Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Contacts, Apps Script — avec un chargement d'outils en tiers pour garder le contexte compact.

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

Le débogueur que vous auriez souhaité avoir lors de la création de serveurs MCP — traçage JSON-RPC, évaluations d'outils sur les LLM, conformité OAuth, intégration CI.

Écrans en temps réel, 30+ indicateurs techniques, backtests et sentiment Reddit/actualités pour crypto et actions — aucune clé payante requise.

Donnez à votre agent de codage une carte sémantique persistante du repo — AST + embeddings + memory graph + shadow undo — pour qu'il arrête de relire l'ensemble du codebase.

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

Le MCP officiel Microsoft Learn — recherchez et récupérez la documentation actuelle Azure / .NET / M365 / Windows et des exemples de code, avec citations.

Un MCP Unity focalisé pour l'édition de scènes, les tests et le travail de préfabriqué — une surface plus simple que les alternatives plus larges.

Donnez aux assistants IA l'accès à LinkedIn : parcourez les profils, recherchez des emplois, lisez des messages et envoyez des demandes de connexion.

Le serveur Slack MCP le plus puissant : mode furtif, DM, DM de groupe, messages non lus, recherche et prise en charge Enterprise/GovSlack.

Revue de papier multi-agent dans votre éditeur — vérification de claims, audit de citations, critique structurelle, polissage du langage. Conçu pour les académiques.

41 API légales coréennes (법제처) condensées en 15 outils MCP — statuts, jurisprudence, modifications, traités, interprétations juridiques.

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.

Recherchez la documentation Apple, les transcriptions vidéo WWDC (2014-2025) et les exemples de code via le chat — réponses iOS/macOS/Swift fondées.

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.

Serveur de banque de mémoire centralisé : conservez les fichiers de mémoire Cline/Cursor/Claude dans un seul dossier, limité à chaque projet, à l'abri de toute traversée de chemin.

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.

Mémoire vectorielle native Apple Silicon — accélération Metal, récupération sous la milliseconde, packagé comme binaire Swift en local.

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

Un petit service mémoire Go pour les agents — épisodes (événements dans le temps) et faits (connaissances durables), exposés via MCP.

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.

Clean, LLM-optimized Reddit MCP server — browse subreddits, search posts, get full threads, and analyze users. Zero setup.

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.

Un store de mémoire, plusieurs agents de code — le contexte vous suit dans Claude Code, Cursor, Codex, Windsurf pour ne pas répéter « nous utilisons pnpm et tsx » six fois par jour.

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.

A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your Discord experience wit

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.

Recherchez votre propre historique Claude Code : trouvez des solutions, des erreurs, des plans et des sessions passées sans index séparé.

⚡ 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.

Récupération de documentation qui ne noie pas votre contexte — un index de sections structuré permet à Claude de tirer uniquement la section dont il a besoin.

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

Connectez Claude à vos workspaces AFFiNE — 87 outils couvrant docs, bases de données, commentaires, blobs, utilisateurs — avec authentification par token API, cookie ou email/mot de passe.

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.

Un graphe de connaissances persistant dans lequel Claude écrit et dont il lit les données à travers les conversations — il se souvient donc de votre projet, votre équipe et vos préférences.

Un outil de brouillon qui force Claude à penser en étapes explicites et révisables — de meilleures réponses sur les vrais problèmes difficiles.

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

Exécutez du code MATLAB, des tests et des toolboxes depuis votre agent IA — MCP officiel de MathWorks.

19 outils pour la lecture web, la recherche (web, arXiv, SSRN, images), le réclassement, la classification et l'extraction PDF — l'infrastructure IA de Jina en tant que MCP.

Cherchez arXiv, téléchargez des articles, et laissez Claude les lire et les résumer — un assistant de recherche léger pour les derniers preprints.

MCP for xiaohongshu.com

La plus grande liste communautaire de serveurs MCP — catégorisée par domaine, langage et maturité, rafraîchie hebdomadairement.

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.

Parlez à votre maison. 87 outils couvrent le contrôle des appareils, les automatisations, les tableaux de bord, l'énergie, l'historique — Claude devient votre expert Home Assistant.

Bridgez les MCPs stdio vers SSE/HTTP diffusable et vice versa — un petit outil Python qui rend les transports interopérables.

Lancez tous vos serveurs MCP derrière un seul point de terminaison — groupez-les, routez intelligemment par recherche vectorielle, remplacez les configs sans arrêt.

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.

Émulateur Game Boy / Game Boy Color avec un serveur MCP intégré pour le débogage assisté par l'IA et l'analyse ROM.

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.

Un endpoint MCP unifié avec OAuth 2.1, rechargement à chaud et audit logging — une porte d'entrée orientée production pour de nombreux serveurs en amont.

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

Un petit MCP qui règle une vraie nuisance — 'Quelle heure est-il à Berlin ?' et 'quand 15h PT convient-il à Londres ?' sans onglet navigateur.

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.

Interagissez avec votre CMS headless Webiny depuis Claude — générez des modèles de contenu, modifiez des entrées en masse, créez des pages sans cliquer dans l'interface d'administration.

Le standard communautaire pour Jira + Confluence dans Claude — recherche JQL, création/transition de tickets, lecture/écriture de pages Confluence, le tout derrière un serveur stdio unique.

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

Un serveur d'agent personnel à exécution continue : conserve la mémoire, exécute des outils dans un sandbox, prend en charge plusieurs fournisseurs LLM et s'expose via MCP.

Discutez avec votre bibliothèque Zotero — cherchez parmi 10 000 articles, récupérez des citations et extrayez des passages annotés sans quitter Claude.

Un seul flux OAuth donne à Claude accès complet en lecture/écriture sur Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks et Chat — sans plomberie par service.

Lisez, modifiez et créez de vrais fichiers .docx depuis Claude — paragraphes, tableaux, titres, commentaires et sortie de qualité suivi des modifications.

Parlez à Claude de vols et laissez-le rechercher sur Google Flights — pas de clé API, pas de prise de tête avec le scraping, pas de frais SkyScanner.

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.

Créez des diaporamas .pptx depuis Claude — diapositives, mises en page, graphiques, images, notes du présentateur et insertions tenant compte du template.

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.

Parlez à Claude Code, entendez-le répondre — codage mains libres pour le pair programming, l'accessibilité et les sessions en état de flow.

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.

Ajoutez une vraie surface MCP à votre vault Obsidian — recherche sémantique via Smart Connections, prompts Templater, CRUD complet de fichiers — sans quitter l'éditeur.

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

Surface Microsoft 365 comme MCP — Outlook, Calendar, OneDrive, Teams chat, Excel — auth via Microsoft Graph.

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.

Faites de votre coffre-fort Obsidian une ressource MCP de première classe : huit outils pour les notes, les balises, les frontmatters et la recherche globale via le plugin API REST locale.

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

Le MCP officiel de Monday.com — pilotez vos tableaux, items et tableaux de bord depuis Claude avec des garanties de données structurées, pas du grattage d'écran.

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.

Transformez n'importe quel plan Markdown en une carte mentale interactive avec un seul appel d'outil : panoramique, réduction, exportation PNG/JPG/SVG.

Le MCP propriétaire de Plane : contrôle total de l'espace de travail depuis votre agent : plus de 55 outils pour les projets, les éléments de travail, les cycles, les modules, les initiatives et bien plus encore.

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.

Pilotez Linear depuis votre terminal — créez des issues, déplacez des tickets, postez des mises à jour, lancez des rapports sans jamais ouvrir linear.app.

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.

Lisez et éditez vos projets LaTeX Overleaf depuis Claude — modifications au niveau section poussées via le pont Git, sans interface web.

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.

Laissez votre agent trier votre backlog linéaire, les mises à jour post-cycle et les bogues de signalement depuis Sentry, sans ouvrir l'application.

Donnez à votre agent un accès en lecture/écriture à la base de connaissances de votre équipe : recherche de spécifications, rédaction de pages, base de données CRUD, le tout dans un seul MCP.

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

Gérez vos tableaux, éléments, mises à jour et groupes monday.com en langage naturel — créez des tâches, changez les statuts et générez des rapports sans cliquer 30 fois.

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

Le serveur MCP base de données de Google — un seul binaire exposant Postgres, MySQL, BigQuery, Spanner, AlloyDB, Cloud SQL avec auth, connection pooling et portée par outil intégrés.

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

Injectez l'expertise PostgreSQL dans votre agent de codage — recherche sémantique dans la documentation officielle plus des compétences en bonnes pratiques curées.

Mémoire long terme persistante pour votre IA avec recherche sémantique, tags, récupération en 5ms et synchronisation cloud — SQLite local, Cloudflare pour multi-appareils.

Serveur MCP d'intelligence de code de haute performance. Indexe les bases de code dans un graphe de connaissance persistant — dépôt moyen en millisecondes. 66 langua

L'outil open source officiel de Microsoft qui transforme Azure SQL, Cosmos DB, Postgres ou MySQL en endpoints REST + GraphQL + MCP — un fichier de config, pas de code.

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.

Donnez à Claude une chaîne de connexion MongoDB et laissez-le interroger, agréger et inspecter les schémas — avec un flag `--read-only` pour la sécurité en production.

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.

Laissez Claude interroger votre base de données Postgres en toute sécurité (lecture seule), avec introspection complète du schéma et plans EXPLAIN — sans jamais lui donner accès en écriture.

Interroger un fichier SQLite local. Parfait pour des projets personnels, des exports de données, ou de l'analyse sur un fichier journal/log/db.

MCP officiel Supabase — gérer les projets, exécuter du SQL, déployer des Edge Functions, configurer l'auth, consulter les logs, le tout depuis le chat.

Neon MCP officiel : branchez votre Postgres sans serveur pour des tests de migration sécurisés, exécutez des requêtes et gérez des projets à partir du chat.

Give Claude durable vector memory — store, recall, and semantically search text with a minimal, opinionated Qdrant-backed MCP.

Let Claude query, aggregate, and administer MongoDB Atlas or self-hosted clusters — with read-only defaults you can relax per-tool.

Dialoguez avec Redis en anglais — inspectez les clés, gérez les caches, réglez les expirations et déboguez la pub/sub sans mémoriser chaque commande Redis.

Interroger et faire évoluer un graphe Neo4j en Cypher via Claude — introspection de schéma plus lecture/écriture Cypher avec garde-fous.

Un MCP, de nombreuses bases de données — Postgres, MySQL, SQL Server, SQLite, Oracle — dans une interface de requête en lecture seule par défaut.

Laissez Claude piloter votre vrai Chrome — déjà connecté, avec vos cookies et sessions — pour l'automatisation web et la recherche.

Allow LLMs to control a cloud browser with Browserbase and Stagehand for automation, scraping, and end-to-end testing.

Tavily MCP offre à votre agent une recherche sur le Web, un extrait de page, un plan du site et une exploration – déjà formatés pour les LLM afin que vous ne gaspilliez pas de jetons avec du balisage récupéré.

Natural-language end-to-end tests for web apps — the agent drives a browser, captures console/network, and writes up findings.

Recherche multi-moteurs derrière un seul MCP — bascule automatiquement entre Google, Bing, DuckDuckGo et Brave quand l'un rate-limite.

Expose 3,000+ Apify Actors to AI agents — scrape social media, search engines, maps, and e-commerce sites.

Scraping local ultra-rapide en Rust et extraction structurée — récupérez une page, obtenez du markdown nettoyé + des champs structurés sans envoyer l'URL à un tiers.

Search and download academic papers across arXiv, PubMed, bioRxiv, Semantic Scholar and 20+ other sources — free-first strategy.

Recherche web et extraction d'URL — sans clé API, sans inscription. La façon la plus simple de donner à un agent des yeux sur le web ouvert.

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.

Le moyen le plus simple de donner accès au web à Claude — récupérez une URL, obtenez du Markdown propre. Pas de rendu JS, pas de clés API, pas de complications.

Contrôlez un navigateur réel via l'arborescence d'accessibilité — Claude voit le contenu structuré de la page, pas des pixels, ce qui est plus rapide et fiable que les agents basés sur des captures d'écran.

Donnez à Claude la même vue que DevTools vous donne — traces de performance, réseau, console, DOM en direct. Officiel, maintenu par l'équipe Chrome.

Transformez n'importe quelle page web en données structurées et propres que votre agent IA peut réellement utiliser — gère les sites rendus en JS et vous fournit du JSON via un schéma.

Recherche neurale sur le web conçue pour les agents IA — trouve par signification, retourne du contenu propre. Meilleur que Google pour « trouvez-moi des essais comme X ».

Recherche web, actualités et images respectueuse de la vie privée — index indépendant, pas de Google. La version gratuite convient à la plupart des usages personnels.

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.

MCP Outils Développeur Next.js — recherchez la documentation officielle, pilotez le navigateur pour les vérifications E2E, diagnostiquez les serveurs dev en cours d'exécution et effectuez une mise à niveau automatique vers Next 16.