This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
기능: csharp · java · javascript · javascript-applications · +10
지식 그래프 기반 영속 메모리. 대화를 가로질러 사실을 기억.
기능: create_entity · create_relation · search_nodes · read_graph
헤드리스 크롬으로 웹페이지 스크린샷·콘텐츠 추출·자동화.
기능: navigate · screenshot · click · extract_text
Stripe 결제·고객·인보이스를 에이전트가 직접 조작. 테스트·운영 분리.
기능: create_customer · create_invoice · list_payments · create_refund
Zapier로 5000+ 앱 자동화.
기능: search_apps · trigger_zap
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
기능: ai-agent · ai-agent-tools · ai-agents · ai-agents-framework · +9
Claude API MCP wrapper.
기능: chat · tool_use
Unified real-time search engine skill for AI agents.
기능: anysearch · hermes · mcp · mcp-server · +2
The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.
기능: agents · ai · mcp · mcp-server
A Model Context Protocol server for searching and analyzing arXiv papers
기능: ai · arxiv · claude-ai · gpt · +6
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 with Claude Code, Codex, OpenClaw, or any LLM agent.
기능: ai-research · ai-tools · aris · autonomous-agent · +16
A curated list of awesome MCP servers focused on DevOps tools and capabilities.
기능: ai · cloudnative · devops · genai · +2
A curated list of Model Context Protocol (MCP) servers
기능: awesome · awesome-list · llm · mcp · +1
ML 모델 배포 플랫폼.
기능: deploy_model · predict
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
기능: ai-gateway · gateway · gateway-services · generative-ai · +12
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
기능: ai · anthropic · cursor · mcp · +1
Cerebras 초고속 추론.
기능: chat
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
기능: antigravity · claude · claude-code · claude-code-hooks · +16
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
기능: llm · mcp · mcp-server · vibe-coding
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools
기능: agentic-ai · copilot · cursor · llm · +3
고품질 TTS·보이스 클로닝.
기능: text_to_speech · clone_voice
FAL 빠른 추론.
기능: run_workflow
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
기능: acp · agent · agent-framework · agent-skills · +7
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
기능: ai · authentication · authorization · claude · +9
An open-source AI agent that brings the power of Gemini directly into your terminal.
기능: ai · ai-agents · cli · gemini · +3
An autonomous agent that conducts deep research on any data using any LLM providers
기능: agent · ai · automation · deepresearch · +7
Groq LPU 빠른 추론.
기능: chat · stream
AI 캐릭터 영상 생성.
기능: create_character · render
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 bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.
기능: 0x4m4 · ai · ai-agents · ai-cybersecurity · +16
HF 추론 API.
기능: run_inference · search_models
IFTTT 애플릿 트리거.
기능: trigger_applet
Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
기능: agents · ai · ai-agents · api · +10
쾌적한 비디오 생성.
기능: generate_video
Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent, 160+ APIs, designed for multi-device clusters and engineered deployments.
기능: adb · agents · ai · android · +16
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
기능: ai · amd · genai · gpu · +15
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.
기능: ai-agents · anthropic · chatgpt · chatgpt-desktop · +15
Luma Dream Machine 비디오.
기능: generate_video
Make 시나리오 트리거.
기능: list_scenarios · trigger_scenario
Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.
기능: engineering-tools · matlab · matlab-mcp-server · mcp-server · +1
Run MATLAB® using AI applications with the official MATLAB MCP Server from MathWorks®. This MCP server for MATLAB supports a wide range of coding agents like Claude Code® and Visual Studio® Code.
기능: engineering-tools · matlab · matlab-mcp-server · mcp-server · +1
🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。
기능: agent · agentic-ai · chatbot · deepseek-r1 · +10
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
기능: antv · llm · mcp · mcp-server · +2
An official Qdrant Model Context Protocol (MCP) server implementation
기능: claude · cursor · llm · mcp · +3
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
기능: agentic-framework · ai · apps-sdk · chatgpt · +16
Midjourney Discord 봇 통합.
기능: imagine · upscale · variation
서버리스 GPU 함수.
기능: deploy_function · run_function
A modular RAG (Retrieval-Augmented Generation) system with MCP Server architecture. Using Skill to make AI follow each step of the spec and complete the code 100% by AI.
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
기능: ai · claude · claude-code · database · +5
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
기능: ai · apis · automation · cli · +16
오픈소스 n8n 워크플로우.
기능: list_workflows · trigger
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
기능: mcp · mcp-server · n8n · workflows
Streaming music player that finds free music for you
기능: agent · ai · desktop-app · linux · +12
OpenAI API를 다른 클라이언트에서.
기능: chat · embedding · image
DALL·E 3 / GPT Image MCP.
기능: generate_image · edit_image
The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.
기능: context · context-layer · data-catalog · data-collaboration · +16
Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.
기능: anthropic · apple-foundation-models · apple-intelligence · apple-neural-engine · +6
Pika 비디오 생성.
기능: generate_video
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
기능: agent · ai · alpaca · backtesting · +16
Replicate 모델 호스팅.
기능: run_model · list_models
Riffusion 음악 생성.
기능: generate_music
🌊 The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
기능: agentic-ai · agentic-framework · agentic-rag · agentic-workflow · +16
GPU 클라우드 RunPod.
기능: create_pod · list_pods
Runway 비디오 생성.
기능: generate_video · edit_video
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
기능: ai · ai-scraping · automation · crawler · +16
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
기능: agents · code-search · embeddings · mcp · +3
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
기능: agent · ai · ai-coding · claude · +8
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
기능: ai-tools · ast-parser · automation · claude-ai · +14
AI 음악 생성.
기능: generate_song
The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.
Trigger.dev – build and deploy fully‑managed AI agents and workflows
기능: ai · ai-agent-framework · ai-agents · automation · +9
Udio AI 음악 생성.
기능: generate_song
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
기능: agent · agent-tars · browser-use · computer-use · +10
LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
기능: ai-agents · data-engineering · document-ai · generative-ai · +8
Adversary simulation and Red teaming platform with AI
기능: agent · ai · cobalt-strike · llm · +6
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
기능: mcp · mcp-server · model-context-protocol · model-context-protocol-servers · +3