All MCP Server Guides

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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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,

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。

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

AWS Skills for Agents

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

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

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

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

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

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

🌳 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.

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

Library of GTM skills for Claude Code, Codex, Cursor

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

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

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

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

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

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

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

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

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

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.

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

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

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

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

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

Declarative management of Agent Skills on Nix

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）

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

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,

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

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!

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

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

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

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

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

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)

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

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

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

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

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)

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

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.

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

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

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

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)

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

ArkTS language learning and development assistant

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.

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

A collection of Baidu Maps JSAPI skills

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

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

workflows for compound thinking with AI

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

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

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

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。

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

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)

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

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.

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

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

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

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.

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

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.

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

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

A minimalistic MCP client with a good feature set.

Google Search Console Insights with Claude AI for SEOs

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

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

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

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

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

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

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

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

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.

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

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

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

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。

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

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

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

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

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.

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

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

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

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

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

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

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

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.

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

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

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

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

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

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

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

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

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

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.

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

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

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

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.

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

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.

An MCP server that autonomously evaluates web applications.

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

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

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).

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

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.

Official Bright Data MCP — web search, scraping, and unblocker in one.

Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to order burgers from a burger restaurant

Official AWS MCP servers — interact with S3, Lambda, CloudFormation.

Official Cloudflare MCP — manage Workers, KV, R2, D1.

Official Google MCP — deploy and manage Cloud Run services from an agent.

Official Cloudflare API MCP — DNS, Zones, Analytics, firewall rules.

Microsoft's APIM-based AI Gateway patterns for MCP/LLM traffic routing.

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video gener

MCP server integration for DaVinci Resolve

MCP Server for Adobe After Effects. Enables remote control (compositions, text, shapes, solids, properties) via the Model Context Protocol u

Pull Figma layouts and design tokens into your AI coding agent.

Generate images via EverArt's API.

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

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.

A Model Context Protocol server for Excel file manipulation

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

MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search •

Read, write, and search files in a sandboxed directory.

Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functional

Official dbt Labs MCP — inspect models, lineage, tests, and runs.

Generate 25+ chart types (line, bar, funnel, sankey) via Ant Group's @antv.

Official French government open-data MCP — search and query datasets.

OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.

Official Stripe MCP — query customers, charges, create test invoices.

Official Alpaca MCP — trade stocks, ETFs, crypto, options (paper or live).

Sega Master System / Game Gear / SG-1000 emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.

Official LINE MCP — send messages and flex bubbles via the Messaging API.

Inditex's Teams MCP — read channels, post messages, @-mention on-call engineers.

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET,

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