All MCP Server Guides

The agent harness performance kit — skills, instincts, memory, security, research-first patterns for Claude Code, Codex, OpenCode and friends.

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

Design intelligence for AI-built UI — typography, spacing, color systems, accessibility, motion, multi-platform patterns.

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.

From vibe coding to agentic engineering — practice patterns, hooks, plan-and-validate flows that make Claude predictable.

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

14-mode AI job search system — resume tuning, JD matching, cover letters, batch application PDFs, Go dashboard.

Installable library of 1,400+ agentic skills + a CLI installer that works across Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity.

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

Agent skills for Obsidian — Markdown, Bases, JSON Canvas, Obsidian CLI. Teach Claude to actually use your vault.

83 production-ready Claude Code subagents — backend, frontend, DevOps, data, security — orchestrated by orchestrator-agent.

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

Production-grade engineering skills for AI coding agents — performance, accessibility, security, debugging — by the author of Learning JavaScript Design Patterns.

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

Marketing skills for AI agents — CRO, copywriting, SEO, analytics, growth engineering. Operator-grade frameworks, not vibes.

Research any topic across Reddit, X, YouTube, HN, Polymarket, and the open web — get a grounded synthesis, not a vibe summary.

Growth, CRO, copywriting, SEO, analytics skills bundle for Claude — an in-house marketing team as a 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.

A heads-up display for Claude Code — see context usage, active tools, running agents, todo progress in real time.

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.

100+ specialized Claude Code subagents — security review, performance, frontend, backend, infra. Pick the expert, not the generalist.

Local-first open-source alternative to Claude Design — 19 skills, 71 brand-grade design systems for web, mobile, slides, video.

Specification and documentation for the Agent Skills open standard.

Anthropic's official Claude curriculum — prompt engineering, tool use, RAG, and evals — packaged as a learnable skill resource.

Claude Code skill implementing Manus-style persistent markdown planning — the workflow pattern behind the $2B acquisition.

A set of ready to use Agent Skills for research, science, engineering, analysis, finance and writing.

Matt Pocock's personal .claude directory — opinionated TypeScript, testing, and workflow skills straight from his setup.

Terminal with vertical tabs optimized for AI coding agents — keep many Claude sessions side by side.

20+ skills for visual content creation — Xiaohongshu cards, infographics, SVG diagrams, slide decks, illustrations, multi-provider image gen.

Turn Claude Code into a game dev studio — 49 agents, 72 workflow skills mirroring real studio hierarchy.

A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor

Generate beautiful web-native slide decks with Claude — HTML/CSS slides with real transitions, not PowerPoint.

Strip AI-generated writing tells from text — em-dashes, tricolons, hedged claims, generic adjectives.

Stops AI from generating boring, generic UI slop — encodes design taste rules so Claude produces output that looks like a senior designer made it.

Anthropic's official recipe book for Claude — caching, batching, RAG, agents, multimodal, citations — with runnable notebooks.

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

Programmatic access to Google NotebookLM via Python + Claude skill — full features the web UI doesn't expose.

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.

The most-starred awesome list for Claude Code — slash commands, agents, skills, hooks, MCPs, all in one curated index.

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows — particularly Claude Code

60+ Claude Code slash commands — /commit, /review, /test, /docs, /refactor — kept consistent across projects.

Fork-and-run quickstart templates from Anthropic — agents, computer use, customer support, financial assistant — production-shaped scaffolds.

232+ Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, produ

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.

Turn any codebase or knowledge base into interactive structural + domain knowledge graphs you can explore, not just read.

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

Customizable statusline for Claude Code CLI — powerline support, custom widgets, cost trackers.

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 Specialized Skills for Full-Stack Developers. Transform Claude Code into your expert pair programmer.

Project management skill for Claude Code that uses GitHub Issues + Git worktrees for parallel agent execution — turn issues into tracked, branch-isolated work.

Markdown-only skills for autonomous ML research — cross-model review loops, idea discovery, experiment automation while you sleep.

Anthropic's official reference skill collection — canonical examples for SKILL.md format and best practices.

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.

Strip the AI-tells from Chinese text — the most-starred 中文 humanizer skill, tuned for 公众号 / 小红书 / blog 风格.

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

Comprehensive open-source library of AI research and engineering skills for any AI model. Package the skills and your claude code/codex/gemi

GEO-first SEO skill — citability scoring, AI crawler analysis, schema markup, per-engine optimization reports.

Curated Anthropic-format skills covering testing, debugging, refactoring, and architecture — proven companion to the agents repo.

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

Give your Claude agent a developer browser — navigate, inspect DOM, click, type, screenshot — via a skill.

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

754 structured cybersecurity skills mapped to MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF — usable across Claude, Copilot, Codex, Cursor, Gemini.

HTML-native design skill — high-fidelity prototypes, slides, animations, MP4 export with 20 design principles.

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 Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention

Prompts → horizontal-swipe magazine HTML decks. 10 layouts, 5 themes, WebGL hero, single-file output. No PowerPoint.

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

Curated power-user skill bundle from obra — opinionated workflows for git, debugging, planning, and prompt-craft.

Universal SEO skill for Claude Code. 19 sub-skills, 12 subagents, 3 extensions (DataForSEO, Firecrawl, Banana). Technical SEO, E-E-A-T, sche

Trail of Bits' Claude Code skills for security research, vulnerability detection, and defensive audit workflows.

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

Desktop Extensions (DXT) — package an MCP server as a one-click installer for Claude Desktop, with manifest, runtime, and signature.

Engineering habits you already know, turned into Claude skills — git hygiene, refactor disciplines, debugging cadence, code-review checklists.

Turn any repo into a beautiful, interactive single-page HTML course — for non-technical vibe-coders to actually understand the project.

Karpathy-inspired autonomous goal-directed iteration — Modify → Verify → Keep/Discard → Repeat. Forever, until the goal is met.

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

End-to-end academic workflow as Claude Code skills — research → write → review → revise → finalize. Built for grad students.

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

Claude + Obsidian knowledge companion — persistent, compounding wiki vault using Karpathy's LLM Wiki pattern. /wiki /save /autoresearch.

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

Product Management skills framework built on battle-tested methods for Claude Code, Cowork, Codex, and AI agents.

Conversational personalized knowledge system generator — derive a second brain from your workflow, not a template.

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.

Deploy Your Frontend in a Single Command. Claude Code Skills supported.

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 single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Age

Comprehensive paid advertising audit & optimization skill for Claude Code. 250+ checks across Google, Meta, YouTube, LinkedIn, TikTok, Micro

Claude Code Skill for browser automation with Playwright. Model-invoked - Claude autonomously writes and executes custom automation for test

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

Generate UI in the Nothing design language — monochrome, typographic, dot-matrix industrial aesthetic.

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.

Next-gen IDE for parallel coding agents — run several Claude/agent sessions side-by-side with orchestration.

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.

Self-correcting Claude Code memory — captures your corrections and compounds context engineering across 50+ sessions.

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.

Agent Skills for optimizing web quality based on Lighthouse and Core Web Vitals.

Open-source Claude Code skills for SEO, GEO, Google Ads, and Meta Ads — research, audit, and write with one toolset.

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

Make Claude Code production-ready — spec-driven plans, enforced quality gates, persistent project knowledge.

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.

Persistent unified memory layer for AI agents — Markdown source of truth, Milvus-backed semantic search, plugin for Claude Code.

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

Video editing agent built as Claude Code Skills — clip, cut, caption, splice via prompts and FFmpeg.

The Claude Agent Skill for Terraform and OpenTofu - testing, modules, CI/CD, and production patterns

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

Context optimization tool reducing token usage across multiple AI development platforms — Rust-fast.

VibeSkills is a new kind of super skill that organizes 340+ governed skills into one stable AI work system.

AI skill for OpenClaw & Claude Code — recommend from 10000+ Nano Banana Pro (Gemini) image prompts. Smart search by use case, content remix,

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

用 Markdown 写公众号文章，一键转换为精美排版并自动上传到微信草稿箱。支持 AI 多主题样式和批量发布，让公众号写作像发朋友圈一样简单。

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

AI portrait prompt generator skill — feature extraction and auto-learning for consistent character prompts.

Turns browser actions into MCP commands or Claude Skills — lets agents control browsers without Playwright boilerplate.

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 list of awesome LLM and AI Agent Skills, resources and tools for customising AI Agent workflows - that works with Claude Code, Cod

100+ installable skills covering automotive engineering standards — ISO 26262, AUTOSAR, ASPICE, MISRA.

AWS Skills for Agents

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

Self-learning system for Claude Code — captures corrections, positive feedback, and preferences, then syncs to CLAUDE.md and AGENTS.md.

Design high-converting questionnaire-style app onboarding flows — patterns from real shipped apps.

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

20 SEO & GEO skills for Claude Code, Cursor, Codex, and 35+ AI agents. Keyword research, content writing, technical audits, rank tracking. C

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

Claude Code skills + sub-agents tuned for .NET 8/9 — testing, packaging, perf, idiomatic C#.

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

Claude skills for the Synalinks neuro-symbolic AI framework — DSPy-flavored prompts and programmatic AI design.

WebGPU application development skill — Three.js scaffolds, shader patterns, and performance heuristics.

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

Battle-tested Claude Code skills for modern Apple platforms — iOS, iPadOS, watchOS, tvOS — Swift 6, SwiftUI, structured concurrency.

Local sandbox for AI agents — VM-level isolated Python + Playwright execution, persistent Jupyter kernel, MCP-compatible.

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

An IOS Simulator Skill for ClaudeCode. Use it to optimise Claude's ability to build, run and interact with your apps. I mainly use it as an

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.

Skills for Claude Code CLI such as full stack dev Cloudflare, React, Tailwind v4, and AI integrations.

Turn your Obsidian vault into an AI-first second brain — 31 commands, vault-first research, scheduled agents.

A Claude Code skill that turns PDFs, docs, and codebases into Obsidian study vaults

Claude Code Skill Factory — A powerful open-source toolkit for building and deploying production-ready Claude Skills, Code Agents, custom Sl

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

Persistent project memory for AI coding agents — structured scaffold + drift detection CLI to keep agents on-track week after week.

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.

Turn reference UIs (images, screenshots, URLs) into quantified Design DNA JSON — tokens, style, effects — then generate matching components.

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.

Give your AI fast, structured browsing — scrape and extract from complex sites with lower cost than full-browser MCPs.

Turn ideas into Bilibili/YouTube-ready podcast videos — multi-language, 6 TTS engines, automated assembly.

Agent skills for Claude Code and agentskills.io-compatible agents

Intelligent skill router and creator for Claude Code and Codex. Analyzes any input to recommend existing skills, improve them, or create new

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.

WuMing's curated Claude Skills collection — daily-driver utilities and workflow helpers in production use.

AI-native OS for defining and running intelligent agent teams — declarative team specs and shared memory.

Claude Code Skills for software engineering workflows - Git automation, testing, and code review

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

🌳 AI-Powered Skill Tree for Lifelong Human Learning. 30+ skills from K-12 to career & social intelligence, built on cognitive science. | 人类

Claude Code skill ecosystem for blog content creation, optimization, and management. Dual-optimized for Google rankings and AI citations.

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.

AI-powered article illustrations with intelligent position detection and cover learning system. Claude Code Skill.

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

Library of GTM skills for Claude Code, Codex, Cursor

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.

AI agent skills and templates for building production ready apps with Convex. Patterns for queries, mutations, cron jobs, webhooks, migratio

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.

An LLM-first SEO analysis skill for Antigravity, Codex, Claude with 16 specialized sub-skills, 10 specialist agents, and 33 optional utility

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.

A Claude Skill that automatically analyzes uploaded CSV files — generating summary statistics, detecting missing data, and creating quick vi

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.

Deterministic orchestrator for 40+ CLI AI agents — audit trails and reproducible runs across Claude/Codex/Gemini/Aider.

AEO Automation Framework for Claude Code One-click, beginner friendly automation for GitHub. Includes a dedicated fleet of AEO sub-agents ha

Claude Skills for Governance, Risk & Compliance (GRC): Expert-level compliance guidance for ISO 27001, SOC 2, FedRAMP, GDPR, HIPAA, NIST CSF

A collection of Claude Skills from Posit

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.

🎯 The definitive collection of 50+ verified Awesome Claude Skills for Claude Code, Claude.ai, and API. Boost productivity with TDD, debuggi

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

Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

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

AI image generation skill for Claude Code -- Creative Director powered by Gemini

Claude Agent Skills for AWS

Marketing frameworks that AI actually executes. Designed for Claude Code, but could be used for OpenClaw, etc.

AI agent skills for startup validation, competitive intelligence, and planning — works with Claude Code

A Claude Code Skill to Upgrade Rails

Collection of agent skills for AI coding assistants

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

Chinese Buddhist Master-skill powered by FoJin — 基于佛教经典文献的汉传祖师大德教学角色生成器

TestDino Playwright Skill — AI-powered guides for Playwright best practices, made by testdino.com.

AI-powered contract review skill with CUAD risk detection, market benchmarks, and lawyer-ready redlines. Works with Claude Code, Codex, Curs

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

A comprehensive SEO audit command-line tool with 108 audit rules across 12 categories. Analyze any website for SEO best practices, Core Web

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

AI 资讯日报 Claude Code Skill - 每天自动获取、分析、归类 AI 前沿资讯

Unified aelf skills hub for discovery, routing, bootstrap, and health checks across OpenClaw, Codex, Cursor, and Claude Code.

Collection of Claude Code skills for enhanced AI workflows — productivity helpers and process automation.

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

NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude Code Skill + MCP Serve

Claude Code skill for building modern Android apps following best practices.

Agent skills that make AI coding assistants write production-grade robotics software. ROS1, ROS2, design patterns, SOLID principles, and tes

Complete Claude Code toolkit — 107 skills, 37 agents, 188 hooks bundled as one plugin.

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.

A curated collection of 150+ specialized AI Skills for software development, frontend, backend, automation, UI/UX, SEO, and DevOps. Each sk

Claude skills tuned for creative writing — character arcs, scene drafting, narrative pacing, line-edit passes.

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

An unappealing collection of Claude Skills and resources.

AI-native codebase intelligence skills — generate persistent .nexus-map/ knowledge bases and instantly query file structure, dependency grap

Stack-agnostic Claude Skills covering the full website lifecycle — brand, design, content, SEO, dev, ops, growth.

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.

Professional WordPress engineering skills for Claude Code - performance optimization, security auditing, Gutenberg block development, and th

Claude Code skill to bypass bot detection (Google CAPTCHA, etc.)

Claude Code skill for free Google AI Mode search with citations. Zero-config setup, persistent browser profile, query optimization. Token-ef

Claude Code skills for journalism, media, and academia - verification, FOIA, data journalism, academic writing, and more

Local-first identity and secrets management for AI agents — keep credentials off prompts and out of provider logs.

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

Symfony UX skills for Claude, Gemini, Codex, ... Live Component, Twig Component, Turbo, Stimulus

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

Declarative management of Agent Skills on Nix

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

Claude Code skill for OWASP security best practices (2025-2026). Includes Top 10:2025, ASVS 5.0, Agentic AI security, and 20+ language-speci

Universal CLI for Agent Skills. Access 40,000+ skills from SkillsMP and sync them to Cursor, Claude Code, GitHub Copilot, OpenAI Codex, and

Community-driven workflows for Antigravity AI. Like Claude Skills - reusable prompts and automation for AI coding assistants.

Spring Boot skills for AI coding agents

Agent SKILL for Obsidian.md plugin development

AI-powered GA4 + GTM event tracking — automates site analysis, event schema, GTM sync, preview verification, and publishing. Works with Curs

Awesome Skills from Around the World

Claude Skill that publish on Wechat articles (微信公众号发布）

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's Agent Skills. 汇集了多种实用的智能体技能，涵盖Home Assistant智能家居控制、微软Edge TTS和智谱GLM-TTS文本转语音、DuckDuckGo搜索、DeepWiki文档检索、加密货币行情、天气预报、Lark/飞书、影视搜索、商品比价等

Professional Word document formatting toolkit for Chinese documents

A plugin-marketplace bundle of Claude skills that works on both Claude Code and Claude.ai — semver-versioned, ZIP-uploadable.

Production-ready skills for Claude Code CLI - Cloudflare, React, Tailwind v4, and AI integrations

Terraform Skill for Claude Code and Codex. LLMs hallucinate a lot with Terraform - TerraShark fixes this. It eliminates hallucinations, is d

Expo mobile app development skill for Claude Code

A Agent Skill for designing professional interfaces following Apple Human Interface Guidelines 一项用于设计苹果前端交互界面的代理技能

Claude Code skill that transforms vague prompts into structured, expert-level prompts using 7 research-backed frameworks (CO-STAR, RISEN,

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

E-commerce skills for AI agents — product research, marketing automation, supply chain optimization, and business analytics for online selle

197 bioinformatics & life science skills for Claude Code and AI agents — BixBench 92.0% accuracy. RNA-seq, single-cell, drug discovery, prot

Free AI agent skills for Amazon sellers— keyword research, competitor analysis, listing audit & more. Works with OpenClaw, Claude Code, Cur

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

Human + AI music production workflow for Suno - skills, templates, and tools

221 AI skills for construction: BIM analysis, cost estimation, scheduling, document control, and automation with Claude Code

Claude powered advisor system for option traders

Consulting firm-style PowerPoint design system for AI agents. 70 layout patterns, flat design, python-pptx. 麦麸风格PPT设计系统。

245 Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — 653 Python tools, 32 agents, 2

a public marketplace of all solana-related skills for agents to learn from!

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

Evaluate agent skill quality. Find the weakest link. Fix it. Prove it worked.

Agent skill for managing Linear issues, projects, and teams. MCP tools, SDK automation, GraphQL API patterns.

Skills related to Data Engineering Work for Claude Code

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.

AI Agent skill for narrator-ai-cli — CLI client for Narrator AI video narration API

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.

Agent skill for modern Android development with Jetpack Compose — best practices for code generation and review

Claude skill that keeps bugs, decisions, config facts, and work history in docs/project_notes/ — consulted before every change.

A curated list of 180+ useful Claude Skills for Software Engineering and resources for customizing AI for SE workflows.

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

CTI Expert — Cyber Threat Intelligence & OSINT analysis skill for Claude Code. 67+ commands, 35 techniques, no API keys required.

172 expert marketing skills for AI agents — ClawFu MCP Server

Engineering workflow commands with quality gates and TDD enforcement.

Collection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically

Public Codex skill for claiming AI bounty on aelf tDVV via RewardClaimContract, supporting EOA Claim() and Portkey CA ClaimByPortkeyToCa().

Claude Code plugin for creating frontend UIs that avoid generic AI aesthetics. (Claude Skills is written in Japanese)

Plan and conduct genealogy research with Claude.

AI Creative Director skill for Claude, GPT, Gemini — 20+ methodologies (SIT, TRIZ, Bisociation, SCAMPER), Cannes-calibrated scoring, recursi

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.

CLI tools skills for AI coding assistants (Claude Code, Codex, Gemini CLI).

Create, run, rate, and iterate on your Claude Skills

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

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

Open-source Claude Code skills and Codex skills for AI-first work. Audit, re-engineer, and bootstrap projects with AI-first design principle

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

A collection of Agent Skills for MATLAB development. Skills are specialized instruction sets that extend a coding agent's capabilities for s

A Claude Skill for connecting to and analyzing personal health records via SMART on FHIR

Package manager for Claude Code skills and agents and other AI related resources

Open source Claude Code skills by AY Automate

Claude Code skills for Claude + GPT collaborative workflows. Adversarial plan review + orchestrated code execution with iterative refinemen

Skills to augment LLM thinking process, integrated with InfraNodus insight generation tool

Claude Skill that format Wechat articles for 微信公众号 (微信公众号文章排版，支持自定义样式)

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

A Claude Code Skill that helps you build web interfaces friendly to both AI agents and human users — covering semantic HTML, ARIA attributes

✨ CocoIndex Claude Code Skill ✨

B2B software vendor evaluation skill for Claude Code — domain-expert questions, vendor AI agent conversations, evidence-based scoring

🎓 Claude Skill: Paste your paper text, auto-generate publication-ready LaTeX/TikZ diagrams. 粘贴论文文案，自动生成学术级配图。

Claude Code skills for Bria AI - generate, edit, and transform images with Fibo, RMBG-2.0, and VGL structured prompts

MCE: Clone Human Souls with LLM Native Agent Skills | 基于 LLM Agent Skills 的心智克隆工程 | Agent Skills | Mind Skills | Mind Clone

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

Interactive longform-to-shortform video creator — Claude Code skill with Remotion-rendered animated captions, AI segment scoring, cursor tra

人格蒸馏引擎 · 蒸馏自己看清自己，蒸馏亲友留住余温与回声 · Claude Code Skill

My comprehensive, tested + audited, library of skills to use for ChatGPT.

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

Claude Code skill for YouTube creators — channel audits, video SEO, retention scripts, thumbnails, content strategy, Shorts optimization, an

Apple's Swift Concurrency Migration Guide, packaged as a Claude skill — articles + code examples for async/await adoption.

Diagnose and optimize your Agent Skills (SKILL.md) with real session data + research-backed static analysis. Works with Claude Code, Codex,

Claude skill for ipsw — download/extract Apple firmware, analyze Mach-O, dump ObjC headers from private frameworks.

Security scanner for GitHub repos, Agent Skills, Plugins, and MCP servers. 18 scanners. Zero dependencies.

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

Rust runtime with TS/Python bindings for Claude Skills with progressive disclosure of skill metadata, full content and scripts/resources. An

Introduces a comprehensive agent-based framework for guided software development (GSD)

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

Socratic method teaching skill for Claude Code — guides users to discover answers through questioning

ArkTS language learning and development assistant

Business-analysis and content skills for Claude — McKinsey-style frameworks, writing patterns, and open-data tracking.

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

Ultimate Claude Code skill creator — design, scaffold, build, review, evolve, and publish production-grade AI agent skills

The Swift Programming Language, packaged as a Skill for LLMs.

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

Social media caption generator as a Claude skill — turn any text, script, or screenshot into ready-to-post captions for Instagram Reels, Car

AI agent plugin for Jira — CLI tools for issues, worklogs, sprints, and more | Server/DC & Cloud

Seedance 2.0 Shot Design Skills

Claude Code skill for generating Excalidraw diagrams and exporting to PNG/PDF/SVG locally

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

A collection of Baidu Maps JSAPI skills

Five Claude skills for local Weaviate — docker setup, connection, collections, data ingestion, and RAG query agent.

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

Intelligent web scraping Claude Code skill with automatic strategy selection and TypeScript-first Apify Actor development

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

11 Claude skills for SEO: page audits, linkbuilding, article writing, E-E-A-T audits, semantic gap analysis, link building. Methodology from

Claude Code skills for medical research — literature search, reporting guidelines, statistical analysis, publication figures. Built by a phy

A collection of Claude Code skills that help security teams stay secure

Design-to-code skills — Figma-to-Next.js with component reuse, variant mapping, TS typing, and a11y baked in.

workflows for compound thinking with AI

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

Legal open-access PDF downloader by DOI — Unpaywall, arXiv, PMC, bioRxiv. Multi-platform Agent Skill.

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

A Claude Code skill for organizing media libraries (movies, TV, anime) — clean junk, merge scattered episodes, normalize folder names, verif

🚀 Optimize App Store visibility with AI agents in the Claude Code framework for enhanced performance and growth.

Open-source ai image generator skill and ai video generator skill for Codex, Claude Code, OpenClaw, Cursor, and more. Powered by CyberBara

Production-ready Claude Code skills, agents, and project templates for Craft CMS 5 development

The definitive SEO + GEO skill for Claude. Full site audits with scored findings, AI search optimization (Google AI Overviews, ChatGPT, Perp

Open-source skills framework for Claude Code — 6 cognitive firewalls that prevent hallucination and bias in AI agents

Claude Code skill for generating Mermaid diagrams (.mmd) and exporting to PNG/SVG/PDF via mmdc CLI. Supports 10+ diagram types with automati

Multi-agent Claude Code skill for building apps and stuff

Metaskill: A Meta-Skill for Autonomous AI Agent Team Generation

🥋 Multi-agent research skill for Claude Code | 10 個 AI Agent 協作研究 | 10 AIエージェント協調リサーチ — AI Dojo series

Claude Code Skill for creating animations with Manim. Claude Code autonomously plans scenes, writes Manim code, renders videos, and refines

Build stateful LangGraph agents with confidence — 8 canonical patterns (ReAct, branching, memory, HITL, supervisor/swarm, deploy) loaded as a Claude skill.

Complete App Store Optimization (ASO) skill for Claude Code - metadata generation, competitor analysis, App Store Connect submission, and sc

Claude Code plugin that enforces hexagonal architecture (ports & adapters) in Symfony projects — with 10 auto-triggered skills, 2 review age

General Skills Development Pipeline - Claude Code & Codex

建立个人项目素材库，针对每个投递岗位自动生成定制简历、面试讲稿和模拟面试。Stop rewriting your resume from scratch. This Claude Skill builds a personal project library and genera

A Claude Code skill for structured, spec-driven development with phase-by-phase workflow and living documentation

Four auto-activating Notion workflows — knowledge capture, meeting intelligence, research docs, and spec-to-implementation.

AI-powered cybersecurity code review skill for Claude Code. 8 specialist agents, OWASP 2025, CWE Top 25, MITRE ATT&CK, 11 languages, zero co

Agent Skill for generating AGENTS.md files following the agents.md convention | Claude Code compatible

Skills for agents using Julia - general info and package / ecosystem specific skills!

面向 Word→LaTeX 迁移、引用完整性、中文语言规范、格式验证与高校规则包的确定性论文工作流仓库。

Static analyzer for Claude skill packages — scores 0-100, flags frontmatter/bundle/trigger issues, CI-friendly.

TDD + requirements workflow skill for AI coding agents (Claude Code, Codex, Antigravity, Cursor, Windsurf, etc.). Part of the Shelpuk agenti

O primeiro ecossistema de Agent Skills para o Direito Brasileiro. 17 skills para magistrados, advogados e pesquisadores juridicos.

A set of skills including RAWeb, RAM, and RAPDF coverage for AI (targeting Claude Code)

Claude Code skill that turns order or sales CSV data into business reviews, with KPI decomposition, prioritized findings, and next actions p

Learn what AI writes, not just accept it. A Claude Code skill that turns AI-generated code into educational deep dives.

Asta MCP skill — give Claude Code/Codex/Cursor/Windsurf/OpenClaw access to Semantic Scholar via Ai2 Asta MCP server

Academic paper discovery from Claude — search, citations, recommendations, author lookup; BibTeX / Markdown / JSON export.

AI-powered email management and marketing skill for Claude Code. Inbox triage, composition, quality review, deliverability audit, automation

🔍 AI observability skill for Claude Code. Debug LangChain/LangGraph agents by fetching execution traces from LangSmith Studio directly in y

Multi-registry skill discovery and installation for AI coding agents — search 9 sources, score, paginate, and install agent skills with secu

Claude Code skill for PaperBanana - Generate publication-quality academic diagrams with AI

Claude (Agent) Skills for building code-native integrations and custom connectors on the Prismatic.io platform

Turn any GitHub repo into a star-magnet landing page. Claude Code skill for README optimization, SEO, and repo marketing.

AI-powered edge knowledge mining from underground forums. Deep crawls Reddit, BlackHatWorld, GreyHatMafia with browser automation, visual

API gateway with managed auth. Connect your AI to Slack, HubSpot, Salesforce, Google Workspace, Shopify, and more with a single API key.

Claude AI skill for cinematic Higgsfield AI prompts — 18 sub-skills, MCSLA formula, Soul ID, Cinema Studio 2.5, 10 genre templates

Marketing skills for Claude Code — SEO audits and implementation, ad analysis, ad optimization. Free skills need no account. $9/mo for live

Agent skills for building, shipping, and growing software products

A Claude Code skill for writing blog articles, LinkedIn posts, and email newsletters that sound human — not AI-generated.

AI-powered security research assistant for Claude Code — structured assessment workflows, tool orchestration, and professional reporting acr

A curated collection of high impact skills for Claude Code designed to supercharge the senior full stack workflow. This vault automates the

AI design thinking framework with four roles (Strategist, Researcher, Executor, Critic) for Claude Code. Domain-agnostic.

An awesome Claude skill for structured marketing research system. Covers competitor analysis, avatar profiling, positioning, value propositi

Claude Skills for Indian equity investors and traders — NSE/BSE stocks, F&O derivatives, institutional flows, and market breadth analysis

Validate Claude Code skills against the agentskills specification (Free tier)

Audit any design — Figma, HTML/CSS, React/Vue, screenshots — against 18 professional rules. Scored 0-100 with before/after fixes.

One-command installer for all AI Marketing Hub tools: Claude SEO, Claude Blog, Skill Forge, WP MCP Ultimate

Hinge Dating Profile Optimizer — A Claude Skill. Comprehensive, research-backed process based on 45+ peer-reviewed sources. 45 mins to meet

A Claude Code/Codex skill for searching, qualifying, and enriching people and companies. Supports candidate sourcing, B2B lead generation, c

Claude Code skill: turn YouTube videos into structured, Obsidian-ready Markdown notes with full metadata, chapters, and transcripts

Claude Code skills for Convex backend development. Drop-in knowledge for queries, mutations, AI agents, components, and auth patterns. Commu

Every other tool executes. This one decides what to execute. Chief of Staff skill for Claude Code.

A Claude skill blending psychology, philosophy, and wisdom traditions into a conversation partner with actual depth. Free, open-source, not

19 Skills that diagnose, build, and optimize every layer of a Claude Project — from a single prompt to your entire Claude environment

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

Claude Code skill for systematic genealogy research using GPS methodology. Obsidian vault management, 80+ databases across 15+ countries, ha

Production-grade web animations via Motion.dev — spring physics, 60fps+, prefers-reduced-motion, <50KB bundle.

SEO blog writer Claude skill — turn any URL, notes, or topic into a human-sounding blog post that ranks on Google. Fills every SEO field: ti

17 triggers × 44 algorithms × 3 AI experts — live crypto trading signals for Claude Code, Codex, Cursor & 30+ agents. Free during beta.

Generate a self-contained animated HTML presentation (slide, scroll, or interactive) with GSAP + Chart.js — optional .pptx export.

Learn any brand from a URL, name, or screenshot → full design system (colors, type, spacing, components, light/dark).

Pull up-to-date, version-specific library docs into any coding agent — no more hallucinated APIs.

Semantic code retrieval + symbolic editing for your agent — like giving Claude a real IDE with language servers for 40+ languages.

Give Claude a real terminal — file ops, code edits, processes, and shell across your whole filesystem with permission gates.

Official Python SDK for the Model Context Protocol — build servers and clients in 30 lines, ships with FastMCP-compatible decorators.

Sandbox tool outputs and compact-safe session memory — cut 98% of tool-call tokens across 12 coding platforms.

Remote MCP for any public GitHub repo — feed up-to-date repo docs/code into Claude, stop hallucinating.

Go SDK for building MCP servers — minimal boilerplate, type-safe tool definitions, used by half the production-grade Go MCPs in the wild.

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

Computer-use MCP for Windows — let Claude click, type, screenshot and drive any desktop app via UIA.

Platform-agnostic mobile automation — iOS, Android, simulators, real devices via one MCP interface.

Wrap any MCP server as a standard OpenAPI service — instant /docs, JSON Schema, OAuth, no protocol mismatch with non-MCP clients.

Spec-driven development — Requirements → Design → Tasks workflow with live dashboard and approval gates.

Isolated, parallel containerized environments for coding agents.

Build, run, and evaluate MCP-aware agents in Python — first-class Skills, MCP, and ACP, with a great DX.

Enterprise MCP control plane — registry + gateway + orchestrator + guardrails. Run dozens of MCP servers behind one auditable endpoint.

Drive the Godot game engine from Claude — launch the editor, run scenes, capture debug output, iterate on gameplay without leaving the chat.

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.

Grafana's official MCP server — query Prometheus/Loki, list dashboards, fetch alerts, all from Claude.

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

Next-gen agentic proxy for AI agents and MCP servers — auth, observability, rate limits in front of any MCP fleet.

All-in-one protocol/file analysis toolkit exposed via MCP — packets, binaries, logs, archives, all from Claude.

Snyk's official security scanner for AI agents, MCP servers, and agent skills — surface prompt-injection and supply-chain risk.

Microsoft's official Skills, MCP servers, Custom Agents, and Agents.md for coding agent grounding across their SDKs.

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.

Official catalog and lookup service for MCP servers — discover, publish, and verify production MCPs from one canonical source.

Official spec + SDK for MCP Apps — a standard for UIs embedded inside AI chatbots.

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tool

Turn any MCP, OpenAPI, or GraphQL server into a CLI — at runtime, with zero codegen.

🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code chang

Drive the iOS Simulator from Claude — list devices, boot, install apps, tap, screenshot, record video — for UI testing and bug repro.

Postman for MCP — debug, chat with, inspect, and evaluate any MCP server (and ChatGPT apps) in a local UI.

ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

Microsoft's official MCP for Azure DevOps — work items, repos, pipelines, boards, all from Claude.

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.

Run all your MCP servers behind one endpoint — lightweight Go aggregator, single binary, zero deps.

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.

Published in CNCF Landscape: A MCP server for Kubernetes.

The best way to create, deploy, and share MCP Servers

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telem

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repo

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

Smithery's official CLI — install, manage, and develop MCP servers and skills with one command.

Official Sentry MCP — pull issues, events, releases, and traces into Claude so it can debug with real production data.

📄 Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage

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.

Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.

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

Fast and accurate code search for agents — uses ~98% fewer tokens than grep+read. Local embeddings, sub-second queries.

A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build s

Official SonarQube MCP — pull code quality issues, hotspots, and metrics into Claude so it fixes what static analysis flagged.

Home Assistant MCP server agent. Enable Claude Code, Cursor, VS Code or any MCP-enabled IDE to help you vibe-code and manage Home Assistant:

A VSCode extension that lets you find and install Agent Skills and MCP Apps to use with GitHub Copilot, Claude Code, and Codex CLI.

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.

One MCP to rule them all — aggregate dozens of MCP servers into a single endpoint with shared auth, naming, and rate limits.

🌋 Build AI agents that seamlessly combine LLM reasoning with real-world actions via MCP tools — in just a few lines of TypeScript.

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

A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.

Build MCP servers and clients in C#/.NET — attribute-based API, Microsoft.Extensions.AI + Semantic Kernel integration.

🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environ

Self-evolving daemon that compresses repos into refined context — 70-95% fewer tokens, "Haiku as Opus" performance.

Self-hosted multi-agent AI runtime with MCP server support. Build, orchestrate, and run autonomous agents with memory, skills, schedules, an

Give your AI agent a real debugger — breakpoints, stepping, variable inspection in VS Code. Stop reading logs, start stepping through.

Syntax-aware code analysis via Tree-sitter — get ASTs, find symbols, slice functions instead of grepping strings.

🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi, Exa), AI tools (Kagi Fast

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.

Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini,

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.

Turn AI into a persistent, memory-powered collaborator. Universal MCP Server (supports HTTP, STDIO, and WebSocket) enabling cross-platform A

Vurb.ts - The TypeScript Framework for MCP Servers. Type-safe tools, structured AI perception, and built-in security. Deploy once — every AI

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.

Speakeasy's control plane for building, securing, and monitoring agents, MCPs, and skills.

AI-powered n8n workflow automation through natural language. MCP server enabling Claude AI & Cursor IDE to create, manage, and monitor workf

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

Authentication, analytics, and prompt visibility for MCP servers with zero code changes. Supports OAuth2.1, DCR, real-time logs, and client

K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It p

An MCP (Model Context Protocol) server enabling LLMs and AI agents to interact with Git repositories. Provides tools for comprehensive Git o

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

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

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

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

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

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

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

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

Dynatrace observability data in Claude — DQL queries, incident investigation, Kubernetes events, security insights.

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.

Reference server that exercises every part of the MCP spec.

Official GitHub MCP — issues, PRs, code search, repo browsing.

Official Sentry MCP — pull issues, stacktraces, event details.

Sentry-built MCP for Xcode build, test, simulator control.

The Pythonic framework for building MCP servers.

Expose any FastAPI app as an MCP server with one decorator.

Read git status, log, blame, and diff for a local repository.

Python framework to wire multiple MCP servers into one LangChain agent.

IBM's enterprise MCP gateway, registry, and proxy for fleets of servers.

Official .NET SDK for building MCP servers and clients (co-maintained with Microsoft).

Official JetBrains MCP — inspect and refactor code inside IntelliJ, PyCharm, Rider.

Official SonarQube MCP — query issues, code smells, and security hotspots.

ArgoProj Labs MCP — inspect, diff, and sync ArgoCD applications.

Unity MCP acts as a bridge, allowing AI assistants (like Claude, Cursor) to interact directly with your Unity Editor via a local MCP (Model

Multi-LLM orchestration MCP — let Claude consult Gemini, OpenAI o3, Grok, OpenRouter, or Ollama mid-task and merge their answers.

TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code) and Figma, allowing Agentic AI to communicate with Figma for reading des

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

A Model Context Protocol server for converting almost anything to Markdown

Use NotebookLM's grounded RAG from Claude — query a notebook, get cited answers, generate audio overviews.

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

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite

A Unified MCP Server Management App (MCP Manager).

Development platform to debug, chat, inspect, and evaluate MCP servers, MCP apps, and ChatGPT apps.

Real-time crypto & stock screening, advanced technical indicators, Bollinger Bands intelligence, candlestick patterns + native Claude Deskto

Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining R

An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing

Search and read official Microsoft Learn content (Azure, .NET, M365, Windows) directly from Claude — always current, no scraping.

Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assistant access to profiles, companies, jobs, and messages.

The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.

Plugin-based multi-agent system for in-editor academic writing — review, edit, citation-check directly inside your LaTeX/Overleaf paper.

국가법령정보MCP | 법제처 41개 API → 15개 MCP 도구. 법령·판례·조례·조약을 AI로 검색·조회·분석 | 41 Korean legal APIs → 15 MCP tools

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

MCP Server para 41 APIs públicas brasileiras

MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in C

Connect AI models like Claude & GPT with robots using MCP and ROS.

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

A middleware to provide an openAI compatible endpoint that can call MCP tools

Remote memory bank for multi-project agent memory — Cline Memory Bank compatible, path-traversal safe.

📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.

A minimalistic MCP client with a good feature set.

Sub-millisecond RAG memory for AI agents — Metal-optimized for Apple Silicon, exposed via MCP.

Google Search Console Insights with Claude AI for SEOs

Persistent memory layer for AI agents — episodes + facts storage via a tiny Go binary.

An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.

It's a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. Zotero MCP Plugin 是一

MCP Server for SearXNG

A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model swi

A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.

Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the exe

Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.

Reduce AI coding costs by 99% — MCP Server + Shell Hook for Cursor, Claude Code, Copilot, Windsurf, Gemini CLI & 24 tools. Single Rust binar

MeiGen-AI-Design-MCP — Turn Claude Code / OpenClaw into your local Lovart. Local ComfyUI, 1,400+ prompt library, multi-direction parallel ge

MCP-NixOS - Model Context Protocol Server for NixOS resources

A Model Context Protocol (MCP) that allows Claude Desktop and other AI tools (Claude Code, Cursor, Antigravity, etc.) to read, analyze, and

An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing you to analyze your advertising data through natural languag

AI assistant integration for n8n workflow automation through Model Context Protocol (MCP). Connect Claude Desktop, ChatGPT, and other AI ass

Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension

BioMCP: Biomedical Model Context Protocol

MaverickMCP - Personal Stock Analysis MCP Server

🚀 Universal SDK for building next-gen MCP servers

Cross-agent memory layer over MCP — share context between Claude Code, Cursor, Codex, Windsurf, Gemini CLI without re-explaining yourself.

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interface

Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model AI review, project bootstrap, d

Token-efficient MCP adapter for Pi coding agent

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

A MCP server that supports mainstream eBook formats including EPUB, PDF and more. Simplify your eBook user experience with LLM.

MCP server for Coolify — 38 optimized tools for managing self-hosted PaaS through AI assistants

An MCP server for Massive.com Financial Market Data

Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like

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

A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.

Dashboard to manage Claude Code memories, configs, and MCP servers — security scanner for tool poisoning, context token budget tracker, dupl

MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your Lo

A Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources a

A lightweight Model Context Protocol (MCP) server that enables AI assistants like Claude to retrieve and interpret real-time weather data. D

MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor, n8n, Windsurf & more. 250+ tools for campaign management, an

A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs.

The MCP Engine is a Power BI tool that lets AI assistants like Claude interact with your Power BI models programmatically: read your model s

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

Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero set

Inspired by Karpathy's LLM Wiki. Local-first RAG knowledge base compiler with MCP server (Claude Code, Codex, OpenCode, OpenClaw). Turn raw

Search your Claude Code history — find past solutions, prior errors, and reusable plans across ~/.claude/conversations/.

⚡ 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.

Token-efficient documentation MCP — structured section indexing for big API docs, no flooding the context window.

AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to ask security questions in plain English. Faster threat detect

Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdi

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.

Persistent knowledge graph the AI can read and write across sessions.

Structured step-by-step reasoning scratchpad.

Orchestrator / Router / Evaluator patterns for multi-agent MCP workflows.

Official MathWorks MATLAB MCP — run scripts and toolboxes from AI agents.

Official Jina MCP — Reader, Search, and Embeddings APIs for AI agents.

Search, download, and summarize arXiv papers with citation enrichment.

MCP for xiaohongshu.com

Largest community-maintained list of MCP servers — categorized by domain, language, and maturity, refreshed weekly.

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.

87 tools to control Home Assistant — devices, automations, dashboards, scenes, energy, history — all from natural language.

A bridge between Streamable HTTP and stdio MCP transports

A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints with flexible routing s

Plugin for JADX to integrate MCP server

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.

Model Context Protocol for WinDBG

文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。

Game Boy / Game Boy Color / Super Game Boy emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.

Helping coding agents never make mistakes working with public or private libraries without wasting the context window.

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

MCP server and CLI tool for searching and downloading documents from Anna's Archive

Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.

MCP server for reverse engineering tasks in Ghidra 👩‍💻

A local Apple Documentation crawler and MCP server. Written in Swift.

MCP configuration to connect AI agent to a Linux machine.

🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would b

An MCP extension for Ghidra

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

TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as MCP Server.

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

MCP Server for interacting with Android Devices.

❤️ Generate mermaid diagram and chart with AI MCP dynamically.

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

A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Br

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for c

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

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

MCP server for JADX-AI Plugin

An MCP server enabling AI assistants to interact with Anytype - your encrypted, local and collaborative wiki - to organize objects, lists, a

MCP server retrieving transcripts of YouTube videos

Create agentic AI workflows in ROBLOX Studio

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

Model Context Protocol server for DeepSeek's advanced language models

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.

An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP.

MCP server and MCP Toolkit for Flutter and Dart VM - supports dynamic tooling

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

This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detai

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

MCP servers for the UniFi suite of applications, Network, Protect, Access, and Drive

pctx is the execution layer for agentic tool calls. It auto-converts agent tools and MCP servers into code that runs in secure sandboxes for

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.

Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and

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.

This is a Model Context Protocol (MCP) server that gets answers from your Perfetto Traces. It turns natural‑language prompts into focused Pe

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

Timezone conversions and current time across regions.

Geocoding, directions, and place search via Google Maps.

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.

Build, edit, and query a Webiny CMS project from inside Claude — pages, models, content entries, all via MCP.

Drive Confluence + Jira from Claude — search pages, file tickets, transition issues, comment, all via one MCP.

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

Secure persistent personal agent server in Rust — sandboxed execution, multi-provider LLMs, memory, voice, and chat.

Chat with your Zotero library — search collections, pull citations, extract notes from PDFs in your research vault.

Full natural-language control over Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, and Chat — one OAuth, 12 services.

Read, edit, and create real .docx files from Claude — paragraphs, tables, headings, comments, and track-changes-grade output.

Search Google Flights from Claude — round-trip, multi-city, price filters, no API key — uses the same internal endpoints flights.google.com does.

Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural

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

Build .pptx decks from Claude — slides, layouts, charts, images, speaker notes, and template-aware insertions.

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.

Natural two-way voice conversations with Claude Code — speak prompts, hear responses, stay in 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.

Drive Obsidian from Claude — semantic search, Templater prompts, file CRUD — runs as an Obsidian plugin, not a separate server.

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

Microsoft 365 + Graph API as MCP — Outlook, Calendar, OneDrive, Teams, SharePoint, Excel.

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.

Read, write, search, and manage an Obsidian vault from any MCP client via the Local REST API plugin.

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

Official Monday.com MCP — let agents read boards, create items, update statuses, and pull dashboards from natural language.

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.

One-click Markdown → interactive mind map — zoom, collapse, export PNG/JPG/SVG, open in browser.

Plane's official MCP — 55+ tools across projects, work items, cycles, modules, initiatives, intake, and custom properties.

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.

Manage Linear from Claude — issues, projects, teams, comments, status updates via natural language.

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.

Edit Overleaf LaTeX projects from Claude — read sections, push edits via Git. Stop copy-pasting into the web editor.

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.

Official Linear MCP — issues, projects, cycles, comments.

Official Notion MCP — read pages, create blocks, query databases.

Build, validate, and deploy n8n workflows from an AI agent.

Official monday.com MCP — boards, items, groups, and updates.

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

Google's open-source MCP server fronting Postgres, MySQL, BigQuery, Spanner, AlloyDB and more — one config, every database.

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

MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consol

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 66 langua

Microsoft's official tool — auto-generate REST + GraphQL + MCP endpoints over Azure SQL, Cosmos DB, Postgres, MySQL with one config file.

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic mig

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.

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Su

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

Talk to MongoDB from Claude — query, aggregate, inspect schemas. Read-only flag for safe production exploration.

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

Pasal.id - The first open, AI-native Indonesian legal platform. MCP server + REST API + web app giving AI grounded access Indonesian laws.

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.

MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health mo

A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to s

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.

Read-only Postgres queries with schema introspection.

Query and explore a local SQLite database.

Official Supabase MCP — manage projects, run SQL, deploy edge functions.

Official Neon Postgres MCP — branch, query, manage serverless DBs.

Official Qdrant MCP — vector memory for AI agents.

Official MongoDB MCP — connect to MongoDB clusters and Atlas.

Official Redis MCP — natural-language interface to Redis data structures.

Neo4j Labs MCP servers — Cypher queries and graph schema management.

Bytebase's zero-dependency multi-DB MCP — Postgres, MySQL, SQL Server, SQLite.

Chrome extension MCP — uses your already-logged-in Chrome for automation, content analysis, semantic search.

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

Production-ready web search + extract + crawl for your agent — Tavily's optimized-for-LLMs search API as MCP tools.

An MCP server that autonomously evaluates web applications.

Multi-engine web search MCP — Google, Bing, DuckDuckGo, Brave, with local daemon mode and CLI.

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

Fast, local-first web content extraction — Rust-powered scraping and structured extraction for LLMs.

MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.

No-API-key web search via DuckDuckGo + URL content fetcher — instant search grounding for any agent.

Calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or

browser-use packaged as an MCP server with SSE transport and Docker chromium support.

This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.

This is a 12306 ticket search server based on the Model Context Protocol (MCP).

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.

A Model Context Protocol (MCP) server that provides authenticated access to Google Workspace APIs, offering integrated Authentication, Gmail

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.

Fetch a URL and convert to clean Markdown.

Official Microsoft Playwright MCP — drive a real browser via accessibility tree.

Official Chrome DevTools MCP — inspect, profile, debug pages.

Official Firecrawl MCP — high-quality web scraping and extraction.

Official Exa MCP — neural web search built for AI agents.

Privacy-respecting web search with citations.

Headless Chrome automation — navigate, screenshot, extract.

Read live console logs, network errors, DOM, and screenshots from your Chrome.

Official Apify MCP — run 3000+ Actors for web scraping and social data.

Official Vercel MCP — inspect Next.js routing, rendering, and hydration.