Cursor is an AI-native code editor and agent environment where the main interaction happens inside the IDE, with cursor-agent extending some workflows into the terminal. It should be described as an editor-first Agent: project rules, memories, MCP configuration, code navigation, and inline editing are more important than a standalone skill marketplace. Its value on agentk.it is helping users decide when an IDE-native agent beats a terminal-first agent.
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global agent
Cursor
An editor-first AI coding environment with agentic IDE workflows, rules, memories, MCP, and cursor-agent CLI support.
Cursor ide
01
Agent profile and official evidence.
Use this first to understand what the agent is good at before checking compatible tools.
IDE-native codingRules-based project guidancePair programming and refactoringMCP inside editor workflows
Last checked: 2026-05-12
02
Where Cursor is strongest.
Short, rigorous notes for deciding whether this agent belongs in your stack.
Editor-native interaction
Useful when the user wants agent help while staying in the same environment used to read, edit, navigate, and review code.
Rules and memories
Cursor Rules, User Rules, and memories provide persistent context that can shape agent behavior across files and projects.
MCP across editor and CLI
Cursor documents MCP support for external tools and data sources, with CLI support for cursor-agent as well.
Lower switching cost
The IDE-first surface is good for developers who want fast iteration, codebase navigation, and agent assistance without leaving the editor.
03
How it connects to tools.
MCP, Skills, CLI, and Workflow support are treated as compatibility claims with sources.
Rules Native
Rules are Cursor's main reusable-instruction layer for controlling behavior at user and project scope.
MCP NativeCursor supports MCP for external tools, resources, prompts, and roots.
CLI Supportedcursor-agent can run from the terminal and use MCP servers configured for the workflow.
Workflow SupportedWorkflow content usually appears as rules, prompts, project conventions, and tool combinations rather than as a single skill format.
04
Compatible tools mapped to Cursor.
Open the item page for what it does, source links, stars, license, freshness, and compatibility context.
12306-mcp
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
A2V
A2V: Next-Gen AI Value Compute Protocol.
aderyn
Solidity Static Analyzer that easily integrates into your editor
agency-orchestrator
🚀 One sentence → multi-AI-role collaboration → complete plan in minutes. 211+ expert roles, zero-code YAML, 9 LLM providers (6 free). 一句话调度多个AI专家自动协作，几分钟交付完整方案。
AgentChat
AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI 构建高性能后端服务。
ai-engineering-from-scratch
Learn it. Build it. Ship it for others.
AI-Gateway
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀
ai-trader
Backtrader-powered backtesting framework for algorithmic trading, featuring 20+ strategies, multi-market support, CLI tools, and an integrated MCP server for professional traders.
alpaca-mcp-server
Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs
annas-mcp
MCP server and CLI tool for searching and downloading documents from Anna's Archive
arcade-mcp
MCP Server Framework and Tool Development library for building custom capabilities into agents.
arkon
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (MCP) for automated, secure organizational knowledge integration.
arxiv-mcp-server
A Model Context Protocol server for searching and analyzing arXiv papers
bank-api
The Bank API is a design reference project suitable to bootstrap development for a compliant and modern API.
brightdata-mcp
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
browser-use-mcp-server
Browse the web, directly from Cursor etc.
carbon
Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for complex assembly, contract manufacturing, and configure to order manufacturing.
cheatengine-mcp-bridge
Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.
chunkhound
Local first codebase intelligence
codebase-memory-mcp
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, zero dependencies.
context-space
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
contextplus
Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a searchable, hierarchical feature graph.
cupertino
A local Apple Documentation crawler and MCP server. Written in Swift.
dagu
Lightweight workflow engine built in a single binary with Web UI. Define workflows in a declarative YAML format. Linux, macOS, and Windows. Use your favorite AI agents to manage your workflows.
data-api-builder
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
datagouv-mcp
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.
davinci-resolve-mcp
MCP server integration for DaVinci Resolve Studio
ddgs
A metasearch library that aggregates results from diverse web search services
Dive
Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨
drift
Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.
ECC
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
esp32_nat_router
An AI-enabled NAT Router/Firewall for the ESP32
fli
Google Flights MCP, CLI and Python Library
FunASR
Industrial-grade speech recognition toolkit: 170x realtime, 50+ languages, speaker diarization, emotion detection, streaming, and OpenAI-compatible API.
fusio
Self-Hosted API Management for Builders
gemini-skill
gemini drawing MCP & skill through browser, can be used in openclaw or any agent that supports MCP. Gemini画图 MCP和sill，支持龙虾或任何agent使用٩(๑>◡<๑)۶
ghidra-mcp
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 deployment.
glean
A self-hosted RSS reader and personal knowledge management tool.
hister
Your own search engine
hyper-mcp
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.
idea-reality-mcp
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
jadx-ai-mcp
Plugin for JADX to integrate MCP server
jupyter-mcp-server
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
korean-law-mcp
국가법령정보MCP v4.0 | 법제처 42개 API → 17개 MCP 도구. 법령·판례·조례 검색 + LLM 환각 방지 인용검증 + 조문 영향 그래프(impact_map) + 시점 비교 자동 diff(time_travel) + 이럴 땐 이렇게, 5단계 안내(action_plan) | 42 Korean legal APIs → 17 MCP tools
lean-ctx
Lean Cortex -- the cognitive context layer for agentic systems. 51+ MCP tools, 10 read modes, 95+ shell patterns. Up to 99% token savings. Works with Cursor, Claude Code, Copilot, Windsurf, Codex, Gemini.
llmwiki
Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !
matlab-mcp-core-server
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.
MaxKB
🔥 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。
mcp-brasil
MCP Server para 70 APIs públicas brasileiras
MCP-Bridge
A middleware to provide an openAI compatible endpoint that can call MCP tools
mcp-client-for-ollama
A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model switching, streaming responses, tool management, human-in-the-loop, thinking mode, model params config, MCP prompts, custom system prompt and saved preferences. Bu
mcp-google-sheets
This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.
mcp-gsc
Google Search Console Insights with Claude AI for SEOs
mcp-jetbrains
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio
mcp-language-server
mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.
mcp-memory-service
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
mcp-proxy
A bridge between Streamable HTTP and stdio MCP transports
mcp-router
A Unified MCP Server Management App (MCP Manager).
mcp-searxng
MCP Server for SearXNG
mcp-server-qdrant
An official Qdrant Model Context Protocol (MCP) server implementation
mcp-shrimp-task-manager
Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.
mcp-windbg
Model Context Protocol for WinDBG
mcpcan
MCPCAN is a centralized management platform for MCP services. It deploys each MCP service using a container deployment method. The platform supports container monitoring and MCP service token verification, solving security risks and enabling rapid deployment of MCP services. It uses SSE, STDIO, and
mcphub
A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints with flexible routing strategies.
MCPJungle
One place to manage & connect to all your MCP servers
mcptools
A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.
MeiGen-AI-Design-MCP
Supports GPT Image 2, Nanobanana & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration system
memory-bank-mcp
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
metamcp
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
mirobody
Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.
next-devtools-mcp
Next.js Development for Coding Agent
note-gen
A cross-platform Markdown AI note-taking software.
npcpy
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
nunu
A CLI tool for building Go applications.
openops
The batteries-included, No-Code FinOps automation platform, with the AI you trust.
paper-search-mcp
MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.
paperbanana
Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.
paperdebugger
A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing
PrismerCloud
Prismer Cloud
radar
The missing open source Kubernetes UI. Topology, event timeline, and service traffic — plus resource browsing and Helm management.
RedNote-MCP
🚀MCP server for accessing RedNote(XiaoHongShu, xhs).
ref-tools-mcp
Helping coding agents never make mistakes working with public or private libraries without wasting the context window.
restheart
The Agent-Ready Backend for MongoDB.
reverse-engineering-assistant
MCP server for reverse engineering tasks in Ghidra 👩💻
ros-mcp-server
Connect AI models like Claude & GPT with robots using MCP and ROS.
sentry-mcp
An MCP server for interacting with Sentry via LLMs.
serena
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
skybridge
Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. React-powered. Platform-agnostic.
slackdump
Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.
solon
🔥 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% smaller; Compatible with java8 ~ java25; Supports LTS. (Replaceable spring)
sourcey
Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.
stackql
Query, provision and operate Cloud and SaaS resources and APIs using an extensible SQL based framework
ThinkWatch
Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, audit logs, rate limiting, and cost tracking across OpenAI, Anthropic, Gemini, and self-hosted LLMs.
three-man-team
A structured 3-agent AI dev team — Architect, Builder, Reviewer. Built from production use. Token-optimized. Works with Claude Code, VS Code, Cursor, and any AI that supports context files.
tradememory-protocol
Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, SHA-256 tamper detection, 17 MCP tools.
unreal-mcp
Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).
VectorCode
A code repository indexing tool to supercharge your LLM experience.
vibetest-use
Vibetest MCP - automated QA testing using Browser-Use agents
voicemode
Natural voice conversations with Claude Code
wassette
Wassette: A security-oriented runtime that runs WebAssembly Components via MCP
web-eval-agent
An MCP server that autonomously evaluates web applications.
webclaw
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
wenyan-mcp
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。
xiaohongshu-mcp
MCP for xiaohongshu.com
xiaozhi-esp32-server-java
小智ESP32的Java企业级管理平台，提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案
yokai
Simple, modular, and observable Go framework for backend applications.
zen
Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-text search, very low resource usage
zenfeed
Make RSS 📰 great again with AI 🧠✨!! [作者新开的Gpt模型中转站 - 0.2 倍率, 0.2元当1刀花，比官方便宜35倍 https://token.glidea.app]
zotero-mcp
It's a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. Zotero MCP Plugin 是一个 Zotero 插件，通过 MCP协议实现 AI 助手与 Zotero深度集成。插件支持文献检索、元 数据管理、全文分析和智能问答等功能，让 Claude、ChatGPT 等 AI 工具能够直接访问和操作您的文献库。
Abtop
Like htop, but for AI coding agents. Monitor Claude Code & Codex CLI sessions, tokens, context window, rate limits, and ports in real-time.
Agent Deck
Terminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more.
Agent Of Empires
Manage multiple Claude Code, OpenCode agents from either TUI or Web for easy access on mobile. Also supports Mistral Vibe, Codex CLI, Gemini CLI, Pi.dev, Copilot CLI, Factory Droid Coding. Uses tmux and git worktrees.
Agent Reach
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
Ai Devkit
Make AI coding agents follow a repeatable engineering workflow with planning, memory, verification, skills, and review. One config. All agents. Same workflow.
AI Search Hub
One Query. All Search Skill. 聚合 Gemini、Grok、豆包、元宝等平台原生 AI 搜索能力，免费获取科技趋势、行业舆情、热点追踪、旅行规划、日常问题统一接进自己的 Agent 与工作流，指定链接免费爬取
Ai Setup
Continuously sync your AI setups with one command. Codebase tailor suited agent skills, MCPs and config files for Claude Code, Cursor, and Codex.
Amazon Q Developer Cli
✨ Agentic chat experience in your terminal. Build applications using natural language.
Archestra
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
AstrBot
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
Auto Claude Code Research In Sleep
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.
Babysitter
Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration
Better Agents
Standards for building agents, better
Bifrost
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
Blades
Blades is a Go-based multimodal AI Agent framework.
Browser Tools Mcp
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
Byterover Cli
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
Cc Wf Studio
CC Workflow Studio
Ccmanager
Coding Agent Session Manager for Claude Code / Gemini CLI / Codex CLI / Cursor Agent / Copilot CLI / Cline CLI / OpenCode / Kimi CLI
Claude Code
Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.
Claude Code Plugins Plus Skills
425 plugins, 2,810 skills, 200 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.
Claude Obsidian
Claude + Obsidian knowledge companion. Persistent, compounding wiki vault based on Karpathy's LLM Wiki pattern. /wiki /save /autoresearch
Claude Plugins Official
Official, Anthropic-managed directory of high quality Claude Code Plugins.
Claude Reflect
A self-learning system for Claude Code that captures corrections, positive feedback, and preferences — then syncs them to CLAUDE.md and AGENTS.md.
Cli Printing Press
Every API has a secret identity. This finds it, absorbs every feature from every competing tool, then builds the GOAT CLI — designed for AI agents first, with SQLite sync, offline search, and compound insight commands.
Code Review Graph
Local knowledge graph for Claude Code. Builds a persistent map of your codebase so Claude reads only what matters — 6.8× fewer tokens on reviews and up to 49× on daily coding tasks.
Coderunner
A local sandbox for your AI agents
Continuous Claude V3
Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows.
Csharp Sdk
The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.
Deep Research
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
DeepSeek Reasonix
DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.
Design Extract
Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediation, Chrome extension. MIT, Playwright, Node 20+.
Dmux
A dev agent multiplexer for git worktrees and coding agents.
Drawio Skill
Generate draw.io diagrams from natural language with 6 presets and a 2-round self-check loop. Exports to PNG/SVG/PDF/JPG.
Dstack
Vendor-agnostic orchestration for training, inference and agentic workloads across NVIDIA, AMD, TPU, and Tenstorrent on clouds, Kubernetes, and bare metal.
Electerm
📻Terminal/ssh/sftp/ftp/telnet/serialport/RDP/VNC/Spice client(linux, mac, win)
Emdash
Emdash is the Open-Source Agentic Development Environment (🧡 YC W26). Run multiple coding agents in parallel. Use any provider.
ENScan GO
一款基于各大企业信息API的工具，解决在遇到的各种针对国内企业信息收集难题。一键收集控股公司ICP备案、APP、小程序、微信公众号等信息聚合导出。支持MCP接入
Excelize
Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets
Fast Agent
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
Fastapi Mcp
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
FastGPT
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
Fastmcp
🚀 The fast, Pythonic way to build MCP servers and clients.
Figma Context MCP
MCP server to provide Figma layout information to AI coding agents like Cursor
Foundry
The foundation layer for agentic intelligence.
Gin Vue Admin
🚀Vite+Vue3+Gin拥有AI辅助的基础开发平台，企业级业务AI+开发解决方案，内置mcp辅助服务，内置skills管理，支持TS和JS混用。它集成了JWT鉴权、权限管理、动态路由、显隐可控组件、分页封装、多点登录拦截、资源权限、上传下载、代码生成器、表单生成器和可配置的导入导出等开发必备功能。
Gitagent Protocol
A framework-agnostic, git-native standard for defining AI agents
Github Mcp Server
GitHub's official MCP Server
Google Maps Scraper
scrape data from Google Maps. Extracts data such as the name, address, phone number, website URL, rating, reviews number, latitude and longitude, reviews,email and more for each place
Gpt Researcher
An autonomous agent that conducts deep research on any data using any LLM providers
Grepai
Semantic Search & Call Graphs for AI Agents (100% Local)
Grok Cli
An open-source coding agent for the Grok API
Harmonist
Portable AI agent orchestration with mechanical protocol enforcement. 186 agents, zero runtime dependencies.
Herdr
agent multiplexer that lives in your terminal.
Httprunner
HttpRunner 是一款开源的 API/UI 测试框架，简单易用，功能强大，具有丰富的插件化机制和高度的可扩展能力。
Hyperframes
Write HTML. Render video. Built for agents.
Ida Pro Mcp
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
Imsg
CLI for Apple's Messages.app so your agent can send and receive text messages/iMessages.
Ios Simulator Skill
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 xcodebuild wrapper to save context.
Klavis
Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale
Kratos
Your ultimate Go microservices framework for the cloud-native era.
Kubefwd
Bulk port forwarding Kubernetes services for local development.
Lemonade
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
LibreChat
Enhanced ChatGPT Clone: Features Agents, MCP, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User Auth, Presets, open-source for self-hosting. Active.
Mastra
From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
Mcp
Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser
MCP Chinese Getting Started Guide
Model Context Protocol(MCP) 编程极速入门
Mcp Server Chart
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
Mcp Use
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
Mcpo
A simple, secure MCP-to-OpenAPI proxy server
Md2wechat Skill
Markdown to WeChat CLI | 一键排版发布到微信公众号：支持 40+ 排版样式和专业主题 、AI 配图 、批量发布
Minds Platform
Platform dedicated to building an open foundation for applied Artificial Intelligence, designed for people seeking production-ready AI systems they can truly control, extend and deploy anywhere.
Mirrord
Run local code as if it were a pod in a remote Kubernetes cluster: real env vars, DNS, network, traffic. Used by AI coding agents and developers.
N8n Mcp
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
Nacos
an easy-to-use dynamic service discovery, configuration and service management platform for building AI cloud native applications.
Natively Cluely Ai Assistant
Natively - Free open-source AI interview copilot & meeting assistant. The best Cluely alternative, Final Round AI alternative, and Interview Coder alternative. Real-time transcription, undetectable stealth mode, local RAG, BYOK. No subscriptions. No data breaches.
Nginx Ui
Yet another WebUI for Nginx
Nuclear
Streaming music player that finds free music for you
OfficeCLI
OfficeCLI is the first and best Office suite purpose-built for AI agents to read, edit, and automate Word, Excel, and PowerPoint files. Free, open-source, single binary, no Office installation required.
Oh My Pi
⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
Onecli
Open-source credential vault, give your AI agents access to services without exposing keys.
OpenMetadata
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 collaboration.
Orca
Orca is the next-gen IDE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop and mobile.
Osaurus
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.
Page Agent
JavaScript in-page GUI agent. Control web interfaces with natural language.
Paperasse
🇫🇷 Skills pour agents IA spécialisés dans la bureaucratie française : Comptable, Notaire, ...
PDFMathTranslate
[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/MCP/Docker/Zotero
Pilot Shell
How real engineers run Claude Code: spec-driven planning, enforced TDD, persistent memory, and quality enforcement on all levels. Make Claude Code production-ready.
Plate
Rich-text editor with AI and shadcn/ui
Playwright Mcp
Playwright MCP server
Py Xiaozhi
A Python-based Xiaozhi AI for users who want the full Xiaozhi experience without owning specialized hardware.
Pydantic Deepagents
Build Claude Code–style deep agents in Python: tool-calling, sandboxed execution, multi-agent teams, skills, checkpoints, and unlimited context — all on Pydantic AI.
QuantDinger
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
Repomix
📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more.
Semble
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
Seo Geo Claude Skills
20 SEO & GEO skills for Claude Code, Cursor, Codex, and 35+ AI agents. Keyword research, content writing, technical audits, rank tracking. CORE-EEAT + CITE frameworks.
Skill Scanner
Security Scanner for Agent Skills
Skillkit
Supercharge AI coding agents with portable skills. Install, translate & share skills across Claude Code, Cursor, Codex, Copilot & 40 more
Sre
The SmythOS Runtime Environment (SRE) is an open-source, cloud-native runtime for agentic AI. Secure, modular, and production-ready, it lets developers build, run, and manage intelligent agents across local, cloud, and edge environments.
Super Agent Party
⭐ All-in-one AI companion! Super Agent Party = Self hosted neuro sama + openclaw! ⭐ 全能AI伴侣！超级智能体派对 = 自托管neuro sama + openclaw!
Superpowers Zh
🦸 AI 编程超能力 · 中文增强版 — superpowers（116k+ ⭐）完整汉化 + 6 个中国原创 skills，让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等 16 款 AI 编程工具真正会干活
Terraform Skill
Terraform & OpenTofu Skill for AI Agents - testing, modules, CI/CD, and production patterns
Tirith
Terminal security for developers and AI agents. Intercepts homograph URLs, pipe-to-shell, ANSI injection, obfuscated payloads, data exfiltration, and malicious AI skills/configs before they execute.
Toprank
Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads
Tutor Skills
A Claude Code skill that turns PDFs, docs, and codebases into Obsidian study vaults
Web Quality Skills
Agent Skills for optimizing web quality based on Lighthouse and Core Web Vitals.
XcodeBuildMCP
A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.
XHS Downloader
小红书（XiaoHongShu、RedNote）链接提取/作品采集工具：提取账号发布、收藏、点赞、专辑作品链接；提取搜索结果作品、用户链接；采集小红书作品信息；提取小红书作品下载地址；下载小红书作品文件
Xiaozhi Esp32
An MCP-based chatbot | 一个基于MCP的聊天机器人
Xiaozhi Esp32 Server
本项目为xiaozhi-esp32提供后端服务，帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 device control server.
Zcf
Zero-Config Code Flow for Claude code & Codex
Nanobot
"🐈 nanobot: The Ultra-Lightweight Personal AI Agent"
Agency Agents Zh
🎭 211 个即插即用的 AI 专家角色 — 支持 Hermes Agent/Claude Code/Cursor/Copilot 等 16 种工具，覆盖工程/设计/营销/金融等 18 个部门。含 46 个中国市场原创智能体（小红书/抖音/微信/飞书/钉钉等）
Agent Rules Books
AGENTS.md rules / skills for AI coding agents: Codex, Cursor & Claude Code. Inspired by Clean Code, Refactoring, DDD, Clean Architecture and DDIA programming books.
Agent Skill Creator
Turn any workflow into reusable AI agent skills that install on 14+ tools — Claude Code, Copilot, Cursor, Windsurf, Codex, Gemini, Kiro, and more. One SKILL.md, every platform.
Agent Skills
Production-grade engineering skills for AI coding agents.
Agent Toolkit
A curated collection of skills for AI coding agents. Skills are packaged instructions and scripts that extend agent capabilities across development, documentation, planning, and professional workflows.
Agents
Intelligent automation and multi-agent orchestration for Claude Code
Agentset
The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.
Ai Guide
程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档，已升级为鱼皮 AI 导航网站
AI Novel Writing Assistant
面向长篇小说创作的 AI Native 开源系统，用 Agent、世界观、写法引擎、RAG 和整本生产工作流，帮助新手从一句灵感走到完整小说。AI-native engine for end-to-end novel creation — from idea to full chapters, with structured planning, worldbuilding, and agent-driven workflows.
Aider
aider is AI pair programming in your terminal
AionUi
Free, local, open-source 24/7 Cowork app for OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+ more CLI | Customize your assistants | Star if you like it!
Backlog.md
Backlog.md - A tool for managing project collaboration between humans and AI Agents in a git ecosystem
BitFun
BitFun is a desktop-grade Agent runtimeand a ready-to-use suite of desktop Agent applications.with built-in Code Agent 、 Cowork Agent、Computer Use. It has memory, personality, and the ability to evolve over time
Bytechef
Open-source platform that unifies AI agent orchestration and workflow automation — autonomy and precision in one platform.
Casdoor
An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA, Face ID, Google Workspace, Azure AD
Cc Sdd
Turn approved specs into long-running autonomous implementation. A minimal, adaptable SDD harness with Agent Skills for Claude Code, Codex, Cursor, Copilot, Windsurf, OpenCode, Gemini CLI, and Antigravity.
Cc Skills Golang
🧑🎨 A collection of Golang agentic skills that works
Cc Switch
A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io
Cherry Studio
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Chrome Devtools Mcp
Chrome DevTools for coding agents
Claude Mem
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
Claude Skills
313+ Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory, research and your daily productivity skills.
Cli
The official Lark/Feishu CLI tool, maintained by the larksuite team — built for humans and AI Agents. Covers core business domains including Messenger, Docs, Base, Sheets, Calendar, Mail, Tasks, Meetings, and more, with 200+ commands and 20+ AI Agent Skills.
Codegraph Rust
100% Rust implementation of code graphRAG with blazing fast AST+FastML parsing, surrealDB backend and advanced agentic code analysis tools through MCP for efficient code agent context management
CodeMachine CLI
CodeMachine is an open-source tool that orchestrates AI coding agents into repeatable, long-running workflows. ⚡️
Codex
Lightweight coding agent that runs in your terminal
Composio
Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.
Context Mode
Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 15 platforms
Context7
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors
Continue
⏩ Source-controlled AI checks, enforceable in CI. Powered by the open-source Continue CLI
CowAgent
CowAgent (chatgpt-on-wechat) 是基于大模型的超级AI助理，能主动思考和任务规划、访问操作系统和外部资源、创造和执行Skills、通过长期记忆和知识库不断成长，比OpenClaw更轻量和便捷。同时支持微信、飞书、钉钉、企微、QQ、公众号、网页等接入，可选择DeepSeek/OpenAI/Claude/Gemini/ MiniMax/Qwen/GLM/LinkAI，能处理文本、语音、图片和文件，可快速搭建个人AI助理和企业数字员工。
Cursor Rules
整理和收集来自不同项目的Cursor规则文件，提供多种编程语言和框架的规则支持。
Deepchat
🐬DeepChat - A smart assistant that connects powerful AI to your personal world
DeepSeek TUI
Coding agent for DeepSeek models that runs in your terminal
Deer Flow
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
DesktopCommanderMCP
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
Dify
Production-ready platform for agentic workflow development.
Eigent
Eigent: The Open Source Cowork Desktop to Unlock Your Exceptional Productivity. Local and Free Alternative to Claude Cowork.
Everything Claude Code
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Excel Mcp Server
A Model Context Protocol server for Excel file manipulation
Flow Like
Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization.
Gearboy
Game Boy / Game Boy Color / Super Game Boy emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.
Gemini Cli
An open-source AI agent that brings the power of Gemini directly into your terminal.
Ghost Os
Full computer-use for AI agents. Self-learning workflows. Native macOS. No screenshots required.
Google Meta Ads Ga4 Mcp
MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor, n8n, Windsurf & more. 250+ tools for campaign management, analytics & optimization.
Goose
an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
Graphify
AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.
Hacker Podcast
一个基于 AI 的 Hacker News 中文播客项目，每天自动抓取 Hacker News 热门文章，通过 AI 生成中文总结并转换为播客内容。
Headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
Hive
Multi-Agent Harness for Production AI
Html Anything
✨ The agentic HTML editor — your local AI agent writes the HTML, you ship it. 🚀 75 Skills × 9 Surfaces (magazine · deck · poster · XHS / tweet · prototype · data report · Hyperframes) 🛡️ Sandboxed preview · 📤 1-click to WeChat / X / Zhihu / HTML / PNG 🔑 Zero API key — Claude Code / Cursor / Codex / Gemini / Copilot / OpenCode / Qwen / Aider.
Huashu Design
Huashu Design · HTML-native design skill for Claude Code · Claude Code 里 HTML 原生的设计 skill · 高保真原型 / 幻灯片 / 动画 + 20 设计哲学 + 5 维评审 + MP4 导出 · Agent-agnostic
JavaGuide
Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发
Langchain4j Aideepin
基于AI的工作效率提升工具（聊天、绘画、知识库、工作流、 MCP服务市场、语音输入输出、长期记忆） | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS, Long-term memory etc)
Last30days Skill
AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary
Lobehub
The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level — enabling multi-agent collaboration, effortless agent team design, and introducing agents as the unit of work interaction.
LocalAI
LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
Macos Automator Mcp
An MCP server to run AppleScript and JXA (JavaScript for Automation) to macOS.
Marketingskills
Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.
Mcp Chrome
Chrome MCP Server is a Chrome extension-based Model Context Protocol (MCP) server that exposes your Chrome browser functionality to AI assistants like Claude, enabling complex browser automation, content analysis, and semantic search.
Mcp Server Cloudflare
Cloudflare MCP Server Model Context Protocol (MCP) is a [new, standardized protocol](https://modelcontextprotocol.io/introduction) for managing context between large language models (LLMs) and external systems. In this repository, you can find several MCP servers allowing you to connect to Cloudflare's service from an MCP client (e.g. Cursor, Claude) and use natural language to accomplish tasks through your Cloudflar
Mcp Server Docker
MCP server for Docker
Mempalace
The best-benchmarked open-source AI memory system. And it's free.
Memsearch
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.
Mobile Mcp
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
Nanoclaw
A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs directly on Anthropic's Agents SDK
Netdata
The fastest path to AI-powered full stack observability, even for lean teams.
Nexent
Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.
Nocturne Memory
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.
Nx
The Monorepo Platform that amplifies both developers and AI agents. Nx optimizes your builds, scales your CI, and fixes failed PRs automatically. Ship in half the time.
Oh My Openagent
omo; the best agent harness - previously oh-my-opencode
Open Design
🎨 Local-first, open-source alternative to Anthropic's Claude Design. ⚡ 19 Skills · ✨ 71 brand-grade Design Systems 🖼 Generate web · desktop · mobile prototypes · slides · images · videos · HyperFrames 📦 Sandboxed preview · HTML/PDF/PPTX/MP4 export 🤖 Runs on Claude Code / Codex / Cursor / Gemini / OpenCode / Qwen / Copilot / Hermes / Kimi CLI.
Open WebSearch
Multi-engine MCP server, CLI, and local daemon for agent web search and content retrieval — skill-guided workflows, no API keys.
Opencode
The open source coding agent.
OpenMontage
World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.
Planning With Files
Claude Code skill implementing Manus-style persistent markdown planning — the workflow pattern behind the $2B acquisition.
Pm Skills
PM Skills Marketplace: 100+ agentic skills, commands, and plugins — from discovery to strategy, execution, launch, and growth.
Preline
Preline UI is an open-source set of prebuilt UI components based on the utility-first Tailwind CSS framework.
Pro Workflow
Claude Code learns from your corrections: self-correcting memory that compounds over 50+ sessions. Context engineering, parallel worktrees, agent teams, and 17 battle-tested skills.
Py Gpt
Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, speech synthesis and recognition, web search, memory, presets, assistants,and more. Linux, Windows, Mac
Pydantic Ai
AI Agent Framework, the Pydantic way
Python Sdk
The official Python SDK for Model Context Protocol servers and clients
Refly
The first open-source agent skills builder. Define skills by vibe workflow, run on Claude Code, Cursor, Codex & more. Build Clawdbot 🦞· APIs for Lovable · Bots for Slack & Lark/Feishu · Skills are infrastructure, not prompts.
Rill
The fastest business intelligence tool for humans and agents.
Ruflo
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration
Sandbox
All-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker container.
Scientific Agent Skills
A set of ready to use Agent Skills for research, science, engineering, analysis, finance and writing.
Scrapling
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
Servers
Model Context Protocol Servers
Sim
Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.
Skill Seekers
Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection
Taste Skill
Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop
Terraform Mcp Server
The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.
ToolJet
ToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀
Tradingview Mcp
AI-assisted TradingView chart analysis — connect Claude Code to your TradingView Desktop for personal workflow automation
Trellis
The best agent harness.
TrendRadar
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
Trigger.dev
Trigger.dev – build and deploy fully‑managed AI agents and workflows
Typeui
Design skills and UI prompts for agentic tools such as Claude Design, Google Stitch, Codex, Cursor, and other AI tools
UI TARS Desktop
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
Understand Anything
Graphs that teach > graphs that impress. Turn any code, or knowledge base (Karpathy LLM wiki), into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
Unity Mcp
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 assets, control scenes, edit scripts, and automate tasks within Unity.
Vibe Skills
Vibe-Skills is an all-in-one AI skills package. It seamlessly integrates expert-level capabilities and context management into a general-purpose skills package， enabling any AI agent to instantly upgrade its functionality—eliminating the friction of fragmented tools and complex harnesses.
Yu Ai Agent
编程导航 2025 年 AI 开发实战新项目，基于 Spring Boot 3 + Java 21 + Spring AI 构建 AI 恋爱大师应用和 ReAct 模式自主规划智能体YuManus，覆盖 AI 大模型接入、Spring AI 核心特性、Prompt 工程和优化、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、AI Agent 开发（Manas Java 实现）、Cursor AI 工具等核心知识。用一套教程将程序员必知必会的 AI 技术一网打尽，帮你成为 AI 时代企业的香饽饽，给你的简历和求职大幅增加竞争力。
Kubectl Mcp Server
Published in CNCF Landscape: A MCP server for Kubernetes.
Mcp Neo4j
Neo4j Labs Model Context Protocol servers
Mcp Scanner
Scan MCP servers for potential threats & security findings.
Muapi Cli
Official CLI for muapi.ai — generate images, videos & audio from the terminal. MCP server, 14 AI models, npm + pip installable.
Supabase Mcp Server
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.
Web Search Mcp
A simple, locally hosted Web Search MCP server for use with Local LLMs
Yargi Mcp
MCP Server For Turkish Legal Databases
Activepieces
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
Agentgateway
Next Generation Agentic Proxy for AI Agents and MCP servers
Apify Mcp Server
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.
Apple Docs Mcp
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
CodeGraphContext
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
Dbhub
Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.
Duckduckgo Mcp Server
A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.
Everywhere
Context-aware AI assistant for your desktop. Ready to respond intelligently, seamlessly integrating multiple LLMs and MCP tools.
Exa Mcp Server
Exa MCP for web search and web crawling!
Firecrawl Mcp Server
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
Google Workspace Mcp
Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
IMCP
A macOS app that provides an MCP server to your Messages, Contacts, Reminders and more
Kubernetes Mcp Server
Model Context Protocol (MCP) server for Kubernetes and OpenShift
Mcp Server Chatsum
Query and Summarize your chat messages.
Mcp Server Kubernetes
MCP Server for kubernetes management commands
Mcp Server Mysql
A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.
MiniMax MCP
Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.
Mysql Mcp Server
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
N8n
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
Pg Aiguide
MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.
Pyspur
A visual playground for agentic workflows: Iterate over your agents 10x faster
Telegram Mcp
Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.
Todo For Ai
🤖 A comprehensive task management system specifically designed for AI assistants. Supports project management, task tracking, team collaboration, and seamless AI integration through MCP (Model Context Protocol). Built with modern tech stack including React, Flask, and Docker. Try it now at https://todo4ai.org/
Unla
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring no infrastructure modifications.
Hexstrike Ai
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.
Mcp Toolbox
MCP Toolbox for Databases is an open source MCP server for databases.
Mongodb Mcp Server
A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.
Slack Mcp Server
The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.
Toolhive
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
05
Recommended stacks.
Practical combinations that connect this Agent with tools already in the directory.
Project rules baseline
Use Cursor with reviewed rule packs and repository-specific guidance for consistent code generation and review behavior.
Editor plus external context
Pair Cursor with MCP tools for documentation lookup, browser verification, database context, or product-system access.
IDE-first adoption path
Recommend Cursor when teams want agentic coding but prefer editor interaction over command-line sessions.
- Cursor rules are powerful but can become stale or overly broad if teams do not curate them.
- Do not treat every generic skill or prompt pack as Cursor-compatible unless it explicitly maps to rules, MCP, or cursor-agent usage.
- Editor support and cursor-agent CLI support should be labeled separately.
- Community rule repositories need review before being recommended publicly.