Developer Tools

Reverse engineer anything with agents, from app behavior down to native binaries.

Use when a superpowers session went wrong and your human partner wants to know why — repeated work, ignored plans, stumbles, poor results, a skill that didn't fire, "it took too long", "why is it so…

Dispatch multiple Claude agents for concurrent problem-solving.

4-phase root cause analysis process for debugging.

Use when you have a spec or requirements for a multi-step task, before touching code

Use when executing an implementation plan in the current session as the implementer yourself — your human partner chose inline execution, or no subagent tool is available

Use when completing tasks, implementing major features, or before merging to verify work meets requirements

Use when executing implementation plans with independent tasks in the current session

Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback

Use when creating new skills, editing existing skills, or verifying skills work before deployment

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work

You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business…

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not…

Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims…

Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files).

After you give a substantive answer or draft that the user may act on — advice or recommendations, drafted artifacts such as goals, plans, pitches, proposals, or emails, estimates or projections…

Stop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it recommends matching courses, tutorials, and use cases from Claude Academy…

Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration.

Create MCP servers to integrate external APIs with Claude.

Create skills that extend Claude's capabilities.

An open-source AI agent that brings the power of Gemini directly into your terminal.

MCP server for enabling memory for Claude through a knowledge graph

MCP server that exercises all the features of the MCP protocol

MCP server that serves knowledge about your components based on your Storybook stories and documentation

Secure file operations with configurable access controls for LLMs.

**[Architecture](docs/architecture.md) | [Project Structure](docs/structure.md)

Tools to read, search, and manipulate Git repositories via MCP.

Dynamic and reflective problem-solving through structured thought sequences.

Web content fetching and conversion for efficient LLM usage.

Knowledge graph-based persistent memory system for Claude.

Time and timezone conversion capabilities for LLMs.

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

Lightweight core CLI surface for Claude Flow — memory + hooks commands only. Designed to load fast on cold npx cache (<5s) so plugin skills don't race the 30s MCP-startup timeout. The full @claude-flo

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit

When the user wants multiple expert perspectives on a marketing question — a simulated board of advisors staffed by legendary marketers (Seth Godin, David Ogilvy, Eugene Schwartz, April Dunford, Rory…

Chrome DevTools for coding agents

MCP server for Chrome DevTools

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

Graph-powered code intelligence for AI agents. Index any codebase, query via MCP or CLI.

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 155 languages, sub-ms queries, 99% fewer tokens. Single static binary

A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!

MCP server for filesystem access

The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

Draw and edit draw.io diagrams by chatting with an AI. Web app, desktop app, and an MCP server for Claude Code, Cursor, Codex and VS Code.

GitHub's official MCP server for repository management, issues, PRs, and code analysis.

Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps.

Review docs/prose for Writing Guidelines compliance. Use when asked to "review my docs", "check writing style", "audit prose", "review docs voice and tone", or "check this page against the writing handbook".

Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".

Guide for implementing smooth, native-feeling animations using React's View Transition API (`<ViewTransition>` component, `addTransitionType`, and CSS view transition pseudo-elements).

Deploy and manage projects on Vercel using token-based authentication. Use when working with Vercel CLI using access tokens rather than interactive login — e.g.

MCP server for Mantine documentation

Community plugin to control Blender 3D with any LLM of your choice

Community plugin to control Blender 3D with any LLM of your choice

A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & other integrations)

An autonomous agent that conducts deep research on any data using any LLM providers.

🚀 The fast, Pythonic way to build MCP servers and clients.

🚀 The fast, Pythonic way to build MCP servers and clients

Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 14 platforms

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents.

The official Python SDK for Model Context Protocol servers and clients

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

Integration between n8n workflow automation and Model Context Protocol (MCP)

Theia - MCP Server

Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, speaker diarization, emotion detection, streaming, and OpenAI-compatible API.

🚀 Self-hosted TikTok & Douyin scraper and no-watermark video downloader — async REST API, MCP server, CLI and web console for posts, profiles, comments and playlists. Self-healing identity pool, Post

Streaming music player that finds free music for you

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works wi

Trigger.dev – build and deploy fully‑managed AI agents and workflows

MCP for xiaohongshu.com

Android in docker solution with noVNC supported, video recording and mcp server

Local-first search engine and MCP server for AI agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memor

OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team colla

The most complete open-source travel planner: real-time collaboration, bookings, budgets, packing lists, journals, offline PWA, SSO and an AI-ready MCP server, with planet-wide place search and routin

Apify MCP Server

Unity MCP acts as a bridge, allowing AI assistants (like Claude, Cursor) to interact directly with your Unity Editor via a local MCP (Model Context Protocol) Client. Give your LLM tools to manage asse

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

Udemy & Hotmart course downloader, YouTube downloader (yt-dlp GUI, 1,800+ sites) + desktop app for AI agents: Claude Code, Codex, Gemini CLI, Ollama. Permissions, undo, jobs, loops until tests pass, M

Model Context Protocol for TypeScript — public Zod schemas (spec + OAuth/OpenID)

Codemod to migrate MCP TypeScript SDK code from v1 to v2

The official TypeScript SDK for Model Context Protocol servers and clients

Fastify adapters for the Model Context Protocol TypeScript server SDK - Fastify middleware

Model Context Protocol implementation for TypeScript

AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading ,trading-agents,ai-trader,ai-trading

Hono adapters for the Model Context Protocol TypeScript server SDK - Hono middleware

Model Context Protocol implementation for TypeScript - Node.js middleware

Model Context Protocol implementation for TypeScript - Server package

Express adapters for the Model Context Protocol TypeScript server SDK - Express middleware

Model Context Protocol implementation for TypeScript - Client package

Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug boun

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

MCP server for assistant-ui documentation and examples

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

The truly free, and open-source cross-platform CapCut replacement (supports MCPs).

An Open Agent Computer for ANY digital work.

Open Source API and AI Gateway supporting REST, GraphQL, TCP, gRPC and MCP (Model Context Protocol)

mcp-use is the easiest way to interact with mcp servers with custom agents

Opinionated MCP Framework for TypeScript (@modelcontextprotocol/sdk compatible) - Build MCP Agents, Clients and Servers with support for ChatGPT Apps, Code Mode, OAuth, Notifications, Sampling, Observ

From text & real sources to maintainable .drawio architecture models: Diagram IR with source-kind profiles, incremental sync preserving manual layout, multi-view projection, architecture-as-test with

Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

Mobile MCP: let AI agents drive your iOS and Android apps. MCP server for simulators, emulators and real devices. Works with Claude Code, Codex, Cursor and any MCP client.

Give Claude Desktop terminal control, file system access, search, and diff-based editing.

Official MCP Servers for AWS

Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

🫖 Status page with uptime monitoring & API monitoring as code 🫖

3,400+ curated icons and logos for dashboards and AI agents. SVG, PNG and WEBP on a free CDN, plus an MCP server for Claude Code, Codex, ChatGPT, Cursor, Hermes and OpenClaw.

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

The most powerful Android RPA agent framework, next generation of mobile automation robots.

Build effective agents using Model Context Protocol and simple workflow patterns

AI edge infrastructure for macOS. Run local or cloud models, share tools across apps via MCP, and power AI workflows with a native, always-on runtime.

Agent Framework For Fintech and Banks

ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.

Powerful web scraping and search for Cursor, Claude, and other LLM clients.

WAHA - WhatsApp HTTP API (REST API) that you can configure in a click! Multiple engines: WEBJS (browser based), NOWEB (websocket nodejs), GOWS (websocket go), WPP (browser)

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

Monitor browser logs directly from Cursor and other MCP compatible IDEs.

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

TalkToFigma: MCP integration between Cursor and Figma, allowing Cursor Agentic AI to communicate with Figma for reading designs and modifying them programmatically.

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

Agent OS: Stop prompting. Start specifying. A Socratic interview gates the spec on an ambiguity score, then one command drives execution, a 3-stage evaluation gate, and a budgeted evolution loop. MCP

Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

MCP server for Panda CSS AI assistants

Open-source auth gateway connecting 1000+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.

Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + GA4 + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: 250+ tools, OAuth login, no API keys, approval-gated writes,

Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

Klavis AI (YC X25): MCP integration platforms that let AI agents use tools reliably at any scale

⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org

⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports Ch

Official draw.io MCP server for LLMs - Open diagrams in draw.io editor

The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.

Transparent and Efficient Financial Analysis

The Unofficial and Awesome Home Assistant MCP Server

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.

Adversary simulation and Red teaming platform with AI

TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. Stocks, crypto, forex & futures across global exchanges. Hoste

An Agentic Framework for Reflective PowerPoint Generation

AI-native search API providing real-time web search, deep search, and company research.

Comprehensive MCP server for Jira and Confluence (Cloud and Data Center) with ~72 tools for tickets and docs.

Where data access meets operational intelligence

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

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

A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API end

PostgreSQL ➕ REST, low-code, simplify and accelerate development, ⚡ instant, realtime, high-performance on any Postgres application, existing or new, MCP server

AI-powered bridge connecting LLMs and advanced AI agents to the Unity Editor via the Model Context Protocol (MCP). Chat with AI to generate code, debug errors, and automate game development tasks dire

The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.

🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.

A simple, secure MCP-to-OpenAPI proxy server

Secure cloud-native MCP registry, gateway & orchestrator

Local video editor for coding agents: 42 FFmpeg tools with a machine-readable contract and an MCP server, for Claude Code, Cursor and Codex. Cut, captions, reframe, loudness, platform exports. No clou

A Model Context Protocol server for Excel file manipulation

Bulk port forwarding Kubernetes services for local development.

GUI for the Windows Subsystem for Linux — and native Linux/macOS VMs on Mac. Install, back up, move and configure distros without CLI flags; AI assistant with tools, MCP server for agents, remote WSL

Migrate an existing web React app to a native iOS/Android app with Expo. Use when the user wants to turn a website into a mobile app, port a Next.js/Vite/CRA React codebase to React Native, reuse web…

GUI for the Windows Subsystem for Linux — and native Linux/macOS VMs on Mac. Install, back up, move and configure distros without CLI flags; AI assistant with tools, MCP server for agents, remote WSL

Build native UI with the @expo/ui package: real SwiftUI on iOS and Jetpack Compose on Android. Default to @expo/ui for sheets (BottomSheet), pickers, sliders, toggles, menus, and grouped-form…

Build beautiful, native-feeling Expo screens. Covers Apple HIG styling, semantic colors, native controls, SF Symbols, media, visual effects, gradients, storage, and responsive layout.

Run and control a user's app on a remote iOS/Android simulator hosted on EAS cloud. Read before running any `eas simulator:*` commands - it has the current syntax for this experimental API.

Use for anything related to EAS Observe - adding `expo-observe` to an Expo project (AppMetricsRoot/ObserveRoot HOC, markInteractive and ObserveInteractiveMarker, the useObserve hook, the Expo Router…

Helps understand and write EAS workflow YAML files for Expo projects. Use this skill when the user asks about CI/CD or workflows in an Expo or EAS context, mentions .eas/workflows/, or wants help…

Build animations in React Native and Expo, making the decisions in the order that determines whether they feel right — should it animate, which thread it runs on, which properties, spring or timing…

Use when implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, React Query, SWR, error handling, caching, offline support, loading/empty/error screen states…

Entry point and router for every Expo or EAS task. Load this skill first — before writing code and before choosing another expo-* / eas-* skill — when the request, PRD, or spec mentions Expo, EAS…

Check the health of published EAS Update: crash rates, install/launch counts, unique users, payload size, and the split between embedded and OTA users per channel.

Configure and use EAS Update for over-the-air JavaScript and asset updates with expo-updates and EAS CLI.

Build and submit iOS and Android apps with EAS to TestFlight, the App Store, or Google Play. Supports Expo and other React Native projects, plus existing native apps.

Folder structure for a new Expo app. Use when scaffolding or laying out a new Expo project with Expo Router, or deciding where a file should live in one.

Guide for creating and writing Expo native modules and views using the Expo Modules API (Swift, Kotlin, TypeScript).

Integrate Expo and React Native into an existing native iOS or Android app. Use for brownfield, embedding a React Native screen in SwiftUI/UIKit or Kotlin, or AAR/XCFramework packaging.

Navigation and routing for Expo Router. Covers file-based routes, groups and dynamic routes, folder organization, Link with previews and context menus, native Stack, page titles, modals and form…

Use Expo DOM components to run web code in a webview on native and as-is on web. Migrate web code to native incrementally.

Expo's official example projects - the expo/examples repo of ~70 `with-*` integrations (Stripe, Clerk, Supabase, OpenAI, maps, Reanimated, SQLite, Skia, NativeWind, and more).

Add an iOS App Clip target to an Expo app. Use when the user mentions App Clip, AASA, apple-app-site-association, appclips, smart app banner, or wants to ship a lightweight iOS Clip invoked from a…

Build and distribute Expo development clients locally or via TestFlight for internal testing. For production TestFlight releases and store submission, use the eas-app-stores skill.

Guidelines for upgrading Expo SDK versions and fixing dependency issues

Deploy Expo websites and Expo Router API routes to EAS Hosting - export the web bundle, run eas deploy for production and PR preview URLs, manage environment secrets and custom domains, and work…

Build and maintain a design system inside an Expo app - a reusable theme of design tokens (color, spacing, typography, radius, shadow, motion), reusable component structure with variant/size/state…

The missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what's broken, why, and what changed. Issues, Topology, event timeline, Helm, GitOps, live service traffic, and clus

Open-source AI Security Operations Center: alert fusion, LLM-agent triage, MITRE ATT&CK investigation, and a replayable decision ledger for every agent step. Self-hostable, runs with no API keys, MIT

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

Troubleshoot Golang programs systematically - find and fix the root cause. Use when encountering bugs, crashes, deadlocks, races, or unexpected behavior in Go code.

Azure MCP Server - Model Context Protocol implementation for Azure

Model Context Protocol(MCP) 编程极速入门

A Python-based Xiaozhi AI for users who want the full Xiaozhi experience without owning specialized hardware.

MCP server for NotebookLM API with session support and human-like behavior

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

Build, migrate, and deploy Next.js apps on Cloudflare Workers with vinext. Use when starting a Next.js project on Cloudflare, moving an existing app to Workers, choosing between vinext and OpenNext…

Build and troubleshoot Cloudflare Basin analytics workflows with Basin Pipelines, Basin Catalog, and Basin SQL.

Build and troubleshoot Cloudflare K2 or K2 Streams durable logs. Use for stream setup, producing from Workers or HTTP, configuring retention and inputs, and consuming through subscriptions.

Build or maintain Cloudflare Sandbox apps on @cloudflare/sandbox@next (SDK 1.0 preview). Use sandbox-migrate-to-next when porting a stable app.

Build or maintain Cloudflare Sandbox apps on the stable @cloudflare/sandbox package. Use sandbox-next for preview apps and sandbox-migrate-to-next for stable-to-preview migrations.

Migrate Cloudflare Sandbox apps from stable @cloudflare/sandbox to @cloudflare/sandbox@next (SDK 1.0 preview). Use sandbox-next for apps already on the preview.

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

A Model Context Protocol server for searching and analyzing arXiv papers

🎵 Control Ableton Live with Claude AI — create tracks, arrange clips & compose music via MCP

Design, configure, troubleshoot, or review Cloudflare One Zero Trust and SASE deployments. Use cloudflare-one-migrations for migration planning from other vendors.

Assess and plan migrations from existing VPN, SWG, or SASE platforms to Cloudflare One, including policy mapping, parity gaps, and rollout.

Cloudflare's official cf CLI (beta) for the public Cloudflare API and Workers projects. Use for finding and running Cloudflare commands from the terminal — sign-in and profiles, cf cli search, cf…

Build, debug, or review Cloudflare Workers invoked by the Forward action in Gateway HTTP policies, including the GatewayMiddleware entrypoint, Gateway types, context, and continuation.

Set up, repair, or migrate to Cloudflare Turnstile bot verification in an existing frontend and backend, including server-side Siteverify.

Build stateful AI agents with scheduling, RPC, MCP, and streaming chat on Cloudflare.

Build, debug, or review Cloudflare Durable Objects code for persistent state and coordination.

Implement or troubleshoot Cloudflare Email Sending and Email Routing integrations and their delivery configuration.

Audit, diagnose, or optimize website loading and interaction performance, Core Web Vitals, and Lighthouse performance scores.

Cloudflare Workers best practices for production applications. Use when writing, reviewing, or configuring Workers.

Profile or debug CPU usage and memory allocation in deployed Cloudflare Workers and Durable Objects. Then use this information to optimize your code.

A Model Context Protocol (MCP) server for shadcn/ui components, providing AI assistants with access to component source code, demos, blocks, and metadata.

A Model Context Protocol server for converting almost anything to Markdown

Plugin for JADX to integrate MCP server

MCP Apps SDK — Enable MCP servers to display interactive user interfaces in conversational clients.

Basic MCP App Server example using React

Basic MCP App Server example using Vue

Basic MCP App Server example using Svelte

Basic MCP App Server example using Preact

Basic MCP App Server example using Solid

MCP App Server demonstrating video resources served as base64 blobs

MCP server for interacting with Supabase

Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.

Optimize Core Web Vitals (LCP, INP, CLS) for better page experience using field and lab evidence. Use when asked to "improve Core Web Vitals", "fix LCP", "reduce CLS", "optimize INP", "page…

Optimize web performance for faster loading and better user experience. Use when asked to "speed up my site", "optimize performance", "reduce load time", "fix slow loading", "improve page speed", or…

Optimize for search engine visibility and ranking. Use when asked to "improve SEO", "optimize for search", "fix meta tags", "add structured data", "sitemap optimization", or "search engine…

MCP server for loading and extracting text from PDF files with chunked pagination and interactive viewer

Run an evidence-led web quality audit covering performance, accessibility, SEO, best practices, and agentic browsing.

MCP App Server for live speech transcription

Three.js 3D visualization MCP App Server

MCP App Server example with CesiumJS 3D globe and geocoding

Apply modern web development best practices for security, compatibility, and code quality. Use when asked to "apply best practices", "security audit", "modernize code", "code quality review", or…

Audit and improve web accessibility following WCAG 2.2 guidelines. Use when asked to "improve accessibility", "a11y audit", "WCAG compliance", "screen reader support", "keyboard navigation", or "make…

A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.

Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and SSR integrations (supabase-js…

Official Linear MCP server for managing issues, projects, and comments via AI.

🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90%

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens s

MCP Aggregator, Orchestrator, Middleware, Gateway in one docker

국가법령정보MCP v4.0 | 법제처 41개 API → 17개 MCP 도구. 법령·판례·조례 검색 + LLM 환각 방지 인용검증 + 조문 영향 그래프(impact_map) + 시점 비교 자동 diff(time_travel) + 시민 5단계 실행 가이드(action_plan) | 41 Korean legal APIs → 17 MCP tools

Cross-device clipboard sync for macOS, Windows & Linux — end-to-end encrypted, LAN-only, no cloud. OCR, CLI and MCP server built in.

Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.

A CLI tool for building Go applications.

The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.

Production-ready MCP server with real-time search, extract, map, and crawl capabilities.

AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scena

ToolHive makes deploying MCP servers easy, secure and fun

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding

The Enterprise Architecture Governance Harness — strategy, architecture, delivery, and assurance for AI coding assistants

AI-agent-first CLI for BOSS 直聘 — 职位搜索、福利筛选、招聘者工作流、MCP 工具与 AI 简历优化

Model Context Protocol (MCP) server for Kubernetes and OpenShift

Claude Code is powerful. Pilot makes it reliable. Start a task, grab a coffee, come back to production-grade code. Tests enforced. Context preserved. Quality automated.

Stop re-explaining your project to AI every session. Automatic context memory for Claude, VS Code, Cursor, and 13+ AI tools.

The professional development environment for Claude Code. Claude Code is powerful. Pilot Shell makes it reliable. Start a task, grab a coffee, come back to production-grade code. Tests enforced. Conte

High-performance multi-data-source database client — ~30MB, AI & MCP ready, zero Electron bloat. | 高性能多数据源数据库客户端：约 30MB，AI 与 MCP 就绪，告别 Electron 膨胀。

MCP server for interacting with Azure DevOps

MCP server for using the GitLab API

Helps users send funds to another Stripe business, transfer money to a Stripe Profile handle or network ID, or ask whether an agent can pay a Stripe business.

Use this skill when the user asks what information a Stripe Connect connected account must provide for verification, onboarding, KYC, or account requirements; when they need to compare requirements…

Use this skill when the user asks about Stripe Connect configuration, charge patterns, Dashboard access, or how to get started with Connect, is building a marketplace, platform, multi-vendor store…

Use when the user wants to provision infrastructure or third-party services using Stripe Projects. Triggers: "I need a database", "set up auth", "add caching", "give me a Postgres", "provision…

Build, modify, or review Stripe Apps and extensions using the relevant documentation and reference guides.

Identifies external providers, merchants, nonprofits, platforms, APIs, and software services, and resolves the documented way to engage them — to pay, donate, subscribe, book, provision, or integrate…

Guide for upgrading Stripe API versions, webhook endpoints, server-side SDKs, Stripe.js, and mobile SDKs

Use when the user or agent needs to read, search, or look up Stripe documentation or API reference. Prefer this over curl or WebFetch for any docs.stripe.com content. Use to fetch gated documentation.

Guides Metronome usage-based billing integration decisions — event ingestion (single and batch, idempotency, billable metrics), contract design (rate cards, overrides, dimensional pricing, products)…

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

Integrate with Stripe APIs for payments, customers, products, and billing through MCP.

NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated r

A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

Interact with Slack workspaces through Claude with DMs, channels, search, and message history.

DeepSeek Web browser extension: AI agent workspace with MCP tools, memory, Skills, automation, web search, and conversation export.

An MCP client for Neovim that seamlessly integrates MCP servers into your editing workflow with an intuitive interface for managing, testing, and using MCP servers with your favorite chat plugins.

Supports GPT Image 2, Nanobanana & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration system

Offensive-security MCP server with 205 wrapped tools, 17 specialist agents, and 60 SPA-aware probes for OWASP Top 10. CLI + MCP, BYO LLM. No API key needed on MCP path.

🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.

Production-grade MCP server giving Claude 27 security intelligence tools across 21 APIs — CVE lookup, EPSS scoring, CISA KEV, MITRE ATT&CK, Shodan, VirusTotal, and more.

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

MCP server for interacting with Kubernetes clusters via kubectl

Modern Python development with uv, ruff, and pytest.

Privacy-first web and local search using Brave's Search API.

Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.

Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API.

A Model Context Protocol server implementation for Nx

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

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

The Simple Agent Development Kit.

Self-hosted MCP Gateway for AI agents

MCP server for SearXNG integration

Automate building, running, and testing iOS apps through the simulator.

Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp from one binary. Multi-provider, MCP, skills, plugins, agent teams.

The Grafbase GraphQL Federation Gateway

Best practices for building Stripe payment integrations.

A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Jo

On-premises conversational RAG with configurable containers

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

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codeb

Framework for building Model Context Protocol (MCP) servers in Typescript

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

Persistent memory bank management across sessions and projects for AI assistants.

A Model Context Protocol server for connecting Notion to MCP-compatible clients

Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser automation, scraping, computer use.

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

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

Add Obsidian integrations like semantic search and custom Templater prompts to Claude or any MCP client.

Next.js development tools MCP server with stdio transport

A minimalistic MCP client with a good feature set.

Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations

Debug your AI agents

A Claude MCP tool to interact with the ChatGPT desktop app on macOS

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

MCP server for accessing LSP functionality

A simple CLI to run LLM prompt and implement MCP client.

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

MCP server wrapper for OpenAI Codex CLI

MCP server for TouchDesigner

MCP server connecting Claude to Spotify for playback control, search, and queue and playlist management.

Argo CD MCP Server

YouTube MCP Server Implementation

[](https://smithery.ai/server/@resend/resend-mcp) [](https://www.npmjs.com/package

Maz-UI ModelContextProtocol Client

MCP Server for Regle

Coinbase Design System - MCP Server

Experimental MCP server for browser automation using Puppeteer (inspired by @modelcontextprotocol/server-puppeteer)

MCP Server for interacting with Salesforce instances

An MCP server for Trello boards, powered by Bun for maximum performance.

💻 MCP server for Claude to control your computer

MCP server implementation for Xero integration

Mapbox MCP server.

MCP server for ESLint

A simple MCP server to operate on the Postman API

Add MCP servers to your favorite coding agents with a single command.

Bitwarden MCP Server

An MCP server that exposes OpenAPI endpoints as resources

Java/JDA-based MCP server letting AI assistants manage Discord channels, messages, roles, and server automation.

MCP server for browser automation using Playwright

Help agents automatically write and test stories for your UI components

Atomic Mail MCP server — local stdio proxy with PoW auth and JMAP, for AI agents. (modelcontextprotocol install channel)

Atomic Mail AgentSkill — register, jmap_request, and help CLI for AI agents. (modelcontextprotocol install channel)

CLI and MCP server for DataForSEO API — browse documentation and make authenticated API requests

Code Runner MCP Server

Official Railway MCP server

Serper MCP Server supporting search and webpage scraping

Use when the user wants to extract a Miro board's specs (documents, diagrams, prototypes, tables, frames, images) to local `.miro/specs/` files for AI-assisted planning and implementation — accepts a…

Use when the user wants to explain or visualize a codebase on a Miro board — produces a minimal, notation-correct set of architecture / structure / behavior diagrams (flowchart, UML class, UML…

Use when the user wants to create a visual code review on a Miro board from a pull/merge request (GitHub, GitLab, or any forge), local uncommitted changes, or a branch comparison — produces a…

MCP Server for Phantom Wallet

MCP server for Hostinger API

SAP Fiori - Model Context Protocol (MCP) server

BrowserStack's Official MCP Server

MCP Server for Asana

Internal FrontMCP package: the single re-export point for @modelcontextprotocol/sdk types, server, client and transports

MCP server for interacting with Datadog API

Model Context Protocol (MCP) server for Dynatrace

A framework for testing MCP (Model Context Protocol) client and server implementations against the specification.

MCP (Model Context Protocol) Server that provide onyx specific tools and resources.

Model Context Protocol (MCP) server for AI-assisted development of CAP applications.

MCP server for SAPUI5/OpenUI5 development

Comprehensive Mastra framework guide for building agents, workflows, tools, memory, workspaces, and storage with current APIs.

MCP server providing 41 tools for Asana tasks, projects, workspaces, and comments with optional read-only mode.

Minimal MCP server over HTTP built on tiny-stdio-mcp-server

Minimal MCP server over stdio with typed tools and rich content helpers

Shortcut MCP Server

A Model Context Protocol (MCP) server implementation for CircleCI, enabling natural language interactions with CircleCI functionality through MCP-enabled clients

MCP server for using Alchemy APIs