resource: mcp
97 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| punkpeye/awesome-mcp-servers A curated, community-maintained list of Model Context Protocol (MCP) servers that extend AI model capabilities with file access, database c… | 66 | 92856 | active |
| thedaviddias/Front-End-Checklist An open-source front-end quality checklist with 385 rules across 11 categories (HTML, CSS, JavaScript, accessibility, performance, security… | 83 | 73885 | active |
| bojieli/ai-agent-book An open-source Chinese-language book, 'AI Agents in Depth: Design Principles and Engineering Practice', covering AI agent design across 10 … | 71 | 42509 | active |
| microsoft/mcp-for-beginners An open-source Microsoft curriculum teaching the fundamentals of the Model Context Protocol (MCP) through real-world examples in .NET, Java… | 64 | 17090 | active |
| Arindam200/awesome-ai-apps A curated awesome-list of 131 open-source example projects, tutorials, and recipes for building LLM-powered applications such as agents, RA… | 64 | 13511 | active |
| yzfly/Awesome-MCP-ZH A curated Chinese-language collection of resources for the Model Context Protocol (MCP), including guides, MCP clients, MCP servers, and co… | 64 | 7604 | active |
| HenryNdubuaku/maths-cs-ai-compendium An open-source online textbook covering mathematics, computer science, and AI/ML with an intuition-first approach, from linear algebra and … | 57 | 7371 | active |
| punkpeye/awesome-mcp-clients A curated awesome list of Model Context Protocol (MCP) clients — applications that connect AI models to MCP servers for tools, resources, a… | 59 | 6556 | active |
| heilcheng/awesome-agent-skills A community-curated awesome-list cataloging Agent Skills (SKILL.md files) that teach AI assistants like Claude, Codex, and Copilot new capa… | 49 | 6144 | active |
| ed-donner/agents A 6-week course repository teaching how to build and deploy autonomous AI agents using OpenAI Agents SDK, CrewAI, LangGraph, Google ADK, Py… | 64 | 6043 | active |
| FlorianBruniaux/claude-code-ultimate-guide A comprehensive open-source guide to Claude Code covering agentic workflows, hooks, skills, MCP servers, security hardening, and production… | 72 | 5820 | active |
| appcypher/awesome-mcp-servers A curated awesome-list of Model Context Protocol (MCP) servers that extend AI model capabilities through file access, database connections,… | 10 | 5759 | active |
| 0xNyk/awesome-hermes-agent An independently maintained awesome-list directory of skills, plugins, memory providers, tools, surfaces, and guides for Nous Research's op… | 59 | 5464 | active |
| google/mcp A curated catalog of Google's official Model Context Protocol (MCP) servers, including remote managed endpoints on Google Cloud and open-so… | 60 | 4538 | active |
| panaversity/learn-agentic-ai An open-source curriculum teaching Agentic AI development using the Dapr Agentic Cloud Ascent (DACA) design pattern, covering OpenAI Agents… | 45 | 4347 | active |
| wong2/awesome-mcp-servers A curated, MIT-licensed list of Model Context Protocol (MCP) servers, organized into reference servers, official integrations, and communit… | 63 | 4279 | active |
| lintsinghua/claude-code-book A 420,000-word Chinese-language book (with English edition) that deeply analyzes the architecture of Claude Code as an AI Agent Harness, co… | 59 | 4142 | active |
| mihail911/modern-software-dev-assignments A repository of hands-on assignments for CS146S: The Modern Software Developer, a Stanford University course on AI-native software developm… | 41 | 3848 | active |
| gyoridavid/ai_agents_az A collection of n8n workflow templates accompanying the 'AI Agents A-Z' YouTube tutorial series, covering AI agents for video generation, s… | 46 | 3845 | active |
| ai-boost/awesome-harness-engineering A curated awesome list of resources, patterns, and templates for AI agent harness engineering, covering tools, evals, memory, MCP, permissi… | 59 | 3817 | active |
| liaokongVFX/MCP-Chinese-Getting-Started-Guide A Chinese-language getting-started guide for the Model Context Protocol (MCP), teaching how to build MCP servers in Python with FastMCP, in… | 28 | 3559 | active |
| microsoft/skills A curated collection of skills, custom agents, AGENTS.md templates, and MCP configurations from Microsoft that provide domain knowledge for… | 60 | 2956 | active |
| MARKTECHPOST-AI-MEDIA-INC/AI-Agents-Projects-Tutorials A curated collection of Jupyter notebook tutorials and implementations covering agentic AI, multi-agent systems, memory, planning, and reas… | 63 | 2881 | active |
| spring-ai-alibaba/examples A collection of example modules demonstrating Spring AI and Spring AI Alibaba usage, from basic chat and image generation to RAG, MCP, tool… | 62 | 2861 | active |
| cloudflare/skills A collection of Agent Skills from Cloudflare that teach AI coding agents how to build on Cloudflare Workers, the Agents SDK, and the wider … | 59 | 2726 | active |
| liyupi/yu-ai-agent A tutorial-based project by programmer Yupi teaching AI application development with Java 21, Spring Boot 3, and Spring AI. Learners build … | 47 | 2630 | active |
| rohitg00/awesome-claude-code-toolkit A curated awesome-list style toolkit for Claude Code aggregating 135 agents, 35+ skills, 42 commands, 176+ plugins, hooks, rules, templates… | 69 | 2555 | active |
| openai/openai-apps-sdk-examples A gallery of example UI components (widgets) and MCP servers for OpenAI's Apps SDK, demonstrating how to build rich in-chat apps for ChatGP… | 52 | 2318 | active |
| lhfer/claude-howto-zh-cn An unofficial Chinese (zh-CN) localization and rewrite of the claude-howto guide for Claude Code, aimed at beginner Chinese users. It provi… | 61 | 2286 | active |
| DenisSergeevitch/agents-best-practices A provider-neutral Agent Skill package that guides designing, auditing, refactoring, and explaining agentic harnesses for tools like Codex … | 58 | 2243 | active |
| figma/mcp-server-guide An official guide for setting up and using the Figma MCP server, which exposes Figma design context (frames, variables, components, layout)… | 62 | 1922 | active |
| xu-xiang/everything-claude-code-zh A Chinese translation of the 'Everything Claude Code' collection: a curated set of production-grade Claude Code configurations including ag… | 47 | 1912 | active |
| composio-community/awesome-claude-plugins A curated awesome-list of plugins for Claude Code, covering custom commands, agents, hooks, and MCP servers. It also ships an example 'conn… | 59 | 1904 | active |
| datawhalechina/deepagents-in-action An open-source Chinese-language course ('Deep Agents 实战') that teaches building production-grade AI agents with the LangChain/LangGraph Dee… | 58 | 1790 | active |
| luyao618/Claude-Code-Source-Study A 34-chapter deep-dive study guide analyzing the source code of Anthropic's Claude Code CLI agent, written primarily in Chinese. It dissect… | 52 | 1682 | active |
| theNetworkChuck/docker-mcp-tutorial A tutorial repository accompanying NetworkChuck's video on building and deploying MCP (Model Context Protocol) servers with Docker. It incl… | 36 | 1610 | active |
| ShouZhengAI/CS146S_CN A Chinese-language companion course repository for Stanford CS146S 'The Modern Software Developer', containing assignments, lecture materia… | 61 | 1497 | active |
| datawhalechina/agent-skills-with-anthropic A Chinese-language study companion for Andrew Ng's DeepLearning.AI short course 'agent-skills-with-anthropic', providing translations, know… | 54 | 1481 | active |
| VersusControl/devops-ai-guidelines A curated learning repository guiding DevOps engineers from first AI tool usage to AI Infrastructure Architect, with an 18-month roadmap, M… | 62 | 1430 | active |
| groq/groq-api-cookbook A collection of tutorials, sample code, and guidelines for building applications with the Groq API, maintained as Jupyter Notebook examples… | 69 | 1418 | active |
| harishsg993010/damn-vulnerable-MCP-server Damn Vulnerable MCP Server (DVMCP) is a deliberately vulnerable implementation of the Model Context Protocol built as an educational securi… | 45 | 1339 | active |
| mohitagw15856/pm-claude-skills A large open-source collection of 1,100+ plain-markdown 'agent skills' that give AI assistants like Claude, ChatGPT, Gemini, Cursor, and Co… | 78 | 1311 | active |
| microsoft/generative-ai-with-javascript An open-source Microsoft course teaching Generative AI concepts to JavaScript developers through a time-travel themed narrative with lesson… | 68 | 1256 | active |
| modelcontextprotocol/quickstart-resources A collection of example MCP servers and clients accompanying the official Model Context Protocol tutorials, including a weather server and … | 66 | 1176 | active |
| agentplugins/agent-plugins-spec Agent Plugins is an open, vendor-neutral specification (v1.0.0) defining a portable package format for bundling Agent Skills and MCP server… | 58 | 1159 | active |
| jaw9c/awesome-remote-mcp-servers A curated, opinionated list of high-quality remote Model Context Protocol (MCP) servers that can be accessed over the internet. It helps de… | 60 | 1105 | active |
| huangjia2019/claude-code-engineering The official companion example repository for the GeekTime course 'Claude Code Engineering in Practice' (《Claude Code 工程化实战》), demonstratin… | 58 | 1083 | active |
| microsoft/lets-learn-mcp-python A Microsoft tutorial series teaching Python developers how to build Model Context Protocol (MCP) servers through guided, hands-on lessons. … | 37 | 1065 | active |
| YuzeHao2023/Awesome-MCP-Servers A curated, community-driven list of Model Context Protocol (MCP) servers, clients, tools, and frameworks, plus a crawler-compiled spreadshe… | 60 | 1059 | active |
| docker/compose-for-agents A collection of ready-to-use Docker Compose examples for building and running AI agents with open-source LLMs, MCP tools, and agent runtime… | 64 | 1028 | active |
| iannuttall/mcp-boilerplate A TypeScript boilerplate for building remote MCP (Model Context Protocol) servers deployed on Cloudflare Workers. It includes OAuth user au… | 10 | 1023 | active |
| rohitg00/awesome-devops-mcp-servers A curated awesome-list of Model Context Protocol (MCP) servers focused on DevOps tools and capabilities, covering cloud infrastructure, IaC… | 56 | 1018 | active |
| anthropics/cwc-workshops Workshop materials from Anthropic's 'Code with Claude' events, covering building and evaluating agents with Claude Managed Agents, Skills, … | 58 | 2026 | maintenance |
| ponponon/claude_code_src A reconstructed source tree of Anthropic's Claude Code CLI (version 2.1.88), recovered from the sourcesContent field of the cli.js.map sour… | 53 | 2335 | experimental |
| anthropics/skills Anthropic's public repository of Agent Skills for Claude—folders of instructions, scripts, and resources that Claude loads dynamically to p… | 61 | 171833 | active |
| f/prompts.chat prompts.chat (formerly Awesome ChatGPT Prompts) is the world's largest open-source, CC0-licensed prompt library for AI models like ChatGPT,… | 76 | 167975 | active |
| ComposioHQ/awesome-claude-skills A curated awesome-list of 1000+ Claude Skills, plugins, and resources for customizing Claude AI workflows across Claude.ai, Claude Code, an… | 60 | 73362 | active |
| rohitg00/ai-engineering-from-scratch A free, MIT-licensed open-source curriculum of 511 lessons across 20 phases (~329 hours) that teaches AI engineering by building every core… | 81 | 49577 | active |
| luongnv89/claude-howto A visual, example-driven open-source guide to mastering Claude Code, covering slash commands, hooks, skills, subagents, plugins, and MCP se… | 79 | 41203 | active |
| patchy631/ai-engineering-hub A curated collection of 90+ production-ready tutorial projects on LLMs, RAG, AI agents, and MCP, organized by difficulty from beginner to a… | 66 | 37186 | active |
| NirDiamant/GenAI_Agents A curated collection of 50+ Jupyter notebook tutorials and reference implementations for Generative AI agent techniques, spanning simple co… | 67 | 23996 | active |
| NirDiamant/agents-towards-production A collection of code-first Jupyter notebook tutorials for building production-grade generative AI agents, covering topics like stateful wor… | 62 | 21334 | active |
| wdndev/llm_interview_note A curated Chinese-language study guide and interview question bank covering large language model fundamentals, architectures, training, and… | 66 | 14963 | active |
| EmbraceAGI/awesome-chatgpt-zh A curated Chinese-language guide (awesome list) to ChatGPT and modern large language models, covering prompt engineering, application devel… | 75 | 11660 | active |
| xindoo/agentic-design-patterns A Chinese translation project of the book 'Agentic Design Patterns', systematically covering 21 core design patterns for building AI agent … | 84 | 7845 | active |
| datawhalechina/Agent-Learning-Hub A curated AI Agent learning roadmap and resource collection maintained by Datawhale, organized as an actionable todo list with stages from … | 56 | 7105 | active |
| ChrisWiles/claude-code-showcase A comprehensive example repository demonstrating how to configure Claude Code for a real project, including hooks, skills, agents, slash co… | 43 | 6029 | active |
| ashishps1/learn-ai-engineering A curated collection of free resources for learning AI engineering from scratch, covering math foundations, Python, machine learning, deep … | 49 | 5961 | active |
| zebbern/claude-code-guide A community-maintained guide and reference for Claude Code covering setup, commands, configuration, MCP integration, sub-agents, and skills… | 63 | 4592 | active |
| Hoper-J/AI-Guide-and-Demos-zh_CN A Chinese-language step-by-step guide and demo code collection for getting started with AI and LLMs, covering API usage, local model deploy… | 66 | 4465 | active |
| didilili/ai-agents-from-zero A comprehensive open-source Chinese-language tutorial and learning roadmap for building AI agents and LLM applications, covering LangChain,… | 55 | 4094 | active |
| mergisi/awesome-openclaw-agents A curated awesome-list of 200+ production-ready AI agent templates for the OpenClaw ecosystem, each provided as a copy-paste SOUL.md config… | 68 | 3939 | active |
| joreilly/PeopleInSpace A Kotlin Multiplatform sample project showing people currently in space and ISS position across Android, iOS, Wear OS, Desktop, Web (Wasm),… | 77 | 3421 | active |
| awslabs/agentcore-samples A collection of examples and tutorials for Amazon Bedrock AgentCore, AWS's platform for deploying and operating AI agents securely at scale… | 63 | 3316 | active |
| bozhouDev/codex-orange-book An unofficial open-source Chinese-language guide ('Orange Book') to OpenAI Codex and ChatGPT Work, covering installation, configuration, co… | 57 | 3277 | active |
| evoiz/Agentic-Design-Patterns A companion repository for the book 'Agentic Design Patterns: A Hands-On Guide to Building Intelligent Systems' by Antonio Gulli, containin… | 59 | 3039 | active |
| SnailSploit/Claude-Red A curated library of 58 offensive security skill files (SKILL.md) for the Claude skills system, covering attack surfaces from SQL injection… | 62 | 2976 | active |
| Sumanth077/Hands-On-AI-Engineering A curated collection of practical, production-ready AI engineering projects in Python, covering AI agents, RAG pipelines, OCR systems, and … | 65 | 2945 | active |
| wesammustafa/Claude-Code-Everything-You-Need-to-Know A practical, MIT-licensed guide to Claude Code covering setup, prompt engineering, slash commands, skills, hooks, subagents, agent teams, a… | 60 | 2691 | active |
| echonoshy/cgft-llm A hands-on tutorial series (in Chinese) for learning large language model technologies, with Jupyter Notebook code, written docs, and video… | 60 | 2663 | active |
| genieincodebottle/generative-ai A curated collection of Generative AI learning resources including a detailed roadmap, hands-on Jupyter Notebook projects, use cases, and i… | 71 | 2608 | active |
| Windy3f3f3f3f/claude-code-from-scratch A step-by-step tutorial project that rebuilds the core architecture of Claude Code in about 5000 lines of TypeScript and Python across 13 c… | 59 | 2607 | active |
| ChinaSiro/claude-code-sourcemap An unofficial repository of TypeScript source code reconstructed from the source map (cli.js.map) shipped inside Anthropic's @anthropic-ai/… | 48 | 9639 | maintenance |
| Exorust/TorchLeet TorchLeet is a collection of 65 PyTorch practice problems drawn from real ML/AI interviews at companies like Google, Meta, and Anthropic, d… | 65 | 2430 | active |
| ForceInjection/AI-fundamentals A comprehensive Chinese-language learning resource collection covering the full AI infrastructure stack, from GPU/TPU hardware architecture… | 69 | 2376 | active |
| javahongxi/whatsmars A curated collection of Java ecosystem study modules and runnable samples covering Spring Boot, Redis, Dubbo, RocketMQ, Kafka, Elasticsearc… | 96 | 1967 | active |
| 12britz/awesome-free-models A curated awesome-list of free AI models, APIs, and tools, covering open-weight models, free API tiers, local inference tools, and the surr… | 58 | 1934 | active |
| legalize-dev/legalize-es A git-versioned dataset of Spanish legislation in Markdown, where each law is a file and each reform is a commit dated with its official pu… | 59 | 1873 | active |
| Mathews-Tom/Agentic-Design-Patterns A community-compiled repository containing the full text of the book 'Agentic Design Patterns' by Antonio Gulli and Mauro Sauco, organized … | 35 | 1834 | active |
| DataTalksClub/ai-dev-tools-zoomcamp A free, hands-on cohort-based course from DataTalks.Club teaching AI-native software engineering with AI developer tools for building, test… | 63 | 1433 | active |
| philschmid/gemini-samples A collection of Jupyter notebook samples, snippets, and guides demonstrating how to use Google DeepMind Gemini models. It covers function c… | 52 | 1372 | active |
| Accio-org/CommerceAgentBench CommerceAgentBench is a benchmark of 107 long-horizon agent tasks evaluated in high-fidelity, stateful, reproducible replicas of real onlin… | 57 | 1192 | active |
| numerai/example-scripts Official starter scripts and tutorial notebooks for the Numerai data science tournament, where participants build machine learning models o… | 76 | 1176 | active |
| frank890417/taiwan-md Taiwan.md is an open-source, AI-friendly curated knowledge base about Taiwan, written in Traditional Chinese as the single source of truth … | 81 | 1164 | active |
| 0xSojalSec/LLMs-local A curated awesome-list of platforms, tools, models, and resources for running large language models locally. It covers inference engines, U… | 55 | 1087 | active |
| daronyondem/claude-architect-exam-guide A community-maintained study guide for the Claude Certified Architect – Foundations certification exam, written in Markdown and published a… | 71 | 1047 | active |
| fufankeji/LLMs-Technology-Community-Beyondata A Chinese-language LLM technology community repository offering full-pipeline tutorials for large language models, covering environment set… | 42 | 1009 | active |
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