Browse Skills

Catch bugs and security vulnerabilities before production. Reduce review time by 60%, catch 3x more issues.

Sarah Chen

FREEGet Free

Python script that analyzes any URL and generates a complete SEO audit report. Checks meta tags, headings, performance, mobile-friendliness, and structured data.

Marcus Webb

$29Buy Now

Generate SEO-optimized blog articles with proper structure. Cut content production time by 70%.

Elena Rodriguez

FREEGet Free

50 battle-tested prompt templates for AI agents. Covers code generation, data analysis, content creation, debugging, and decision-making. Copy-paste ready.

MCPlug Official

$9Buy Now

Complete SEO command center: deep audits, keyword tracking, backlink analysis. Increase organic traffic by 60% in 90 days.

Marcus Webb

$29Buy Now

Summarizes long text into concise bullet points or paragraphs. Extractive and abstractive modes. Handles up to 100K tokens.

MCPlug Official

FREEGet Free

Summarize meetings into structured notes with action items. 90% reduction in post-meeting admin time.

Rachel Kim

FREEGet Free

Monitors API endpoints for uptime, latency, status codes, and SSL certificate expiry. Supports REST, GraphQL, and WebSocket endpoints.

MCPlug Official

FREEGet Free

Complete MCP server template with TypeScript + Python implementations. Includes tools, resources, auth, logging, Docker config, and deployment scripts.

MCPlug Official

$15Buy Now

Build targeted prospect lists 10x faster. Generate 500+ verified leads per week without manual research.

Jake Morrison

FREEGet Free

Reads git diffs and generates meaningful commit messages following Conventional Commits. Detects type, scope, and breaking changes automatically.

MCPlug Official

FREEGet Free

Clean messy datasets automatically with 99.5% accuracy. Save 8 hours per week on ETL prep.

Ana Kowalski

FREEGet Free

Scrapes any webpage and returns clean structured data — text, links, images, metadata, and Open Graph tags. Handles JS-rendered pages.

MCPlug Official

FREEGet Free

Write professional emails in seconds. Users report 45% higher response rates on cold emails.

David Park

FREEGet Free

Multi-step cold outreach sequences that convert. 3x higher reply rates, 40% more meetings booked.

Jake Morrison

$19Buy Now

Complete guide to monetizing AI agent skills. 7 revenue models, pricing strategies, marketplace optimization, and growth tactics. Agent-readable format.

MCPlug Official

$19Buy Now

Validates, repairs, and prettifies JSON. Fixes trailing commas, unquoted keys, single quotes, and comments. Converts between JSON/YAML.

MCPlug Official

FREEGet Free

Converts CSV/TSV files to JSON with type detection, nested object support, and configurable column mapping. Handles millions of rows.

MCPlug Official

FREEGet Free

10 production-tested agent architectures with complete source code: ReAct, Plan-Execute, Multi-Agent, RAG, Autonomous Research, and 5 more.

MCPlug Official

$49Buy Now

Plan and generate platform-optimized posts. Grow your audience 3x faster with data-driven posting.

Lisa Nguyen

FREEGet Free

Enrich raw leads with company data, technographics, and funding info. Close 25% more deals with enriched data.

David Park

$15Buy Now

Generates professional email templates for any use case — welcome series, invoices, newsletters, transactional. Outputs HTML + plain text.

MCPlug Official

FREEGet Free

Generates comprehensive README.md files by analyzing your codebase — detects stack, extracts exports, builds install instructions and API docs automatically.

MCPlug Official

FREEGet Free

Create professional PDF invoices automatically. Save 2 hours per week, reduce late payments by 50%.

Tom Bradley

FREEGet Free

AI-powered revenue dashboard: pipeline analytics, churn prediction, MRR tracking. Save 15 hours per week on reporting.

Ana Kowalski

$39Buy Now

AI-powered debugging agent for full-stack applications.

MCPlug Official

$29Buy Now

Track competitor websites, pricing, and features automatically. Make faster strategic decisions.

Kevin Liu

FREEGet Free

Transform 1 piece of content into 10+ formats. 5x your content output without extra writers.

Elena Rodriguez

$25Buy Now

Converts Markdown to semantic HTML with syntax highlighting, GFM tables, task lists, math (KaTeX), and optional Tailwind CSS classes.

MCPlug Official

FREEGet Free

Generates harmonious color palettes for design projects. Supports complementary, analogous, triadic, and AI-based palette generation.

MCPlug Official

FREEGet Free

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

Model Context Protocol Servers

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

Production-ready platform for agentic workflow development.

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

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

Model Context Protocol Servers

The fastest path to AI-powered full stack observability, even for lean teams.

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

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.

The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

⭐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。

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

一款 AI 驱动的低代码平台，提供"零代码"与"代码生成"双模式——零代码模式一句话搭建系统，代码生成模式自动输出前后端代码与建表 SQL，生成即可运行。平台内置 AI 聊天助手、AI大模型、知识库、AI流程编排、MCP 与插件体系，兼容主流大模型，支持一句话生成流程图、设计表单、聊天式业务操作，解决 Java 项目 80% 重复工作，高效且不失灵活。

The official Python SDK for Model Context Protocol servers and clients

LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

🦍 The API and AI Gateway

CowAgent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、拥有长期记忆并不断成长，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OpenAI/Claude/Gemini/DeepSeek/ Qwen/GLM/Kimi/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。

Query Engine for AI Analytics: Build self-reasoning agents across all your live data

A cross-platform desktop All-in-One assistant tool for Claude Code, Codex, OpenCode, openclaw & Gemini CLI.

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.

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

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

an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

an easy-to-use dynamic service discovery, configuration and service management platform for building AI cloud native applications.

[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

Chrome DevTools for coding agents

Playwright MCP server

Installable GitHub library of 1,340+ agentic skills for Claude Code, Cursor, Codex CLI, Gemini CLI, Antigravity, and more. Includes installer CLI, bundles, workflows, and official/community skill collections.

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

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code / Codex Integration

Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

GitHub's official MCP Server

Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

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.

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

Your ultimate Go microservices framework for the cloud-native era.

An MCP-based chatbot | 一个基于MCP的聊天机器人

🚀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。

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

The official TypeScript SDK for Model Context Protocol servers and clients

Playwright MCP server

📦 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.

GitHub's official MCP Server

Build and run agents you can see, understand and trust.

From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.

The official Python SDK for Model Context Protocol servers and clients

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

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

🔥 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。

Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets

Visual testing tool for MCP servers

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

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

Rich-text editor with AI and shadcn/ui

Open-source Agent Operating System

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.

Official, Anthropic-managed directory of high quality Claude Code Plugins.

Specification and documentation for the Model Context Protocol

JavaScript in-page GUI agent. Control web interfaces with natural language.

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

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

MCP server to provide Figma layout information to AI coding agents like Cursor

📻Terminal/ssh/sftp/ftp/telnet/serialport/RDP/VNC/Spice client(linux, mac, win)

MCP Toolbox for Databases is an open source MCP server for databases.

An open-source AI-first Identity and Access Management (IAM) /AI MCP & agent gateway and auth server with web UI supporting MCP, A2A, OAuth 2.1, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA, Face ID, Google Workspace, Azure AD

Memory for 24/7 proactive agents like openclaw (moltbot, clawdbot).

A community driven registry service for Model Context Protocol (MCP) servers.

AI Agent Framework, the Pydantic way

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.

MCP for xiaohongshu.com

The official TypeScript SDK for Model Context Protocol servers and clients

Cluster-wide network observability for Kubernetes. Captures L4 packets, L7 API calls, and decrypted TLS traffic using eBPF, with full Kubernetes context. Available to AI agents via MCP and human operators via dashboard.

Open-source components, blocks, and AI agents designed to speed up your workflow. Import them seamlessly into your favorite tools through Registry and MCPs.

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

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

LangChain4j is an open-source Java library that simplifies the integration of LLMs into Java applications through a unified API, providing access to popular LLMs and vector databases. It makes implementing RAG, tool calling (including support for MCP), and agents easy. LangChain4j integrates seamlessly with various enterprise Java frameworks.

The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.

A cross-platform Markdown AI note-taking software.

A blazing fast AI Gateway with integrated guardrails. Route to 200+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

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.

Yet another WebUI for Nginx

MCP Toolbox for Databases is an open source MCP server for databases.

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、AI 工具用法（Cursor / Claude Code / TRAE / Lovable / 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

Enterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents.

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

ValueCell is a community-driven, multi-agent platform for financial applications.

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

A collection of projects showcasing RAG, agents, workflows, and other AI use cases

Visual testing tool for MCP servers

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.

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.

The open-source reactive database for app developers

53AI Hub is an open-source AI portal, which enables you to quickly build a operational-level AI portal to launch and operate AI agents, prompts, and AI tools. It supports seamless integration with development platforms like Coze, Dify, FastGPT, RAGFlow.

Official MCP Servers for AWS

The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.

A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.

Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine

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

Build effective agents using Model Context Protocol and simple workflow patterns

MCP Server for Ghidra

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.

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

Agent Framework For Fintech and Banks

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.

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

Specification and documentation for the Model Context Protocol

Agent-ready RPA suite with out-of-the-box automation tools. Built for individuals and enterprises.

An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 91+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server.

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

AI Agent Engineering Platform built on an Open Source TypeScript AI Agent Framework

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

Official MCP Servers for AWS

MCP 资源精选， MCP指南，Claude MCP，MCP Servers, MCP Clients

The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI

A community driven registry service for Model Context Protocol (MCP) servers.

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

The official Rust SDK for the Model Context Protocol

Privacy-first. MCP is the protocol for tool access. We're the virtualization layer for context.

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

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

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

Context-aware AI assistant for your desktop. Ready to respond intelligently, seamlessly integrating multiple LLMs and MCP tools.

Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale

🐬DeepChat - A smart assistant that connects powerful AI to your personal world

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

A model-driven approach to building AI agents in just a few lines of code.

WhatsApp MCP server

Playwright Model Context Protocol Server - Tool to automate Browsers and APIs in Claude Desktop, Cline, Cursor IDE and More 🔌

Awesome MCP Servers - A curated list of Model Context Protocol servers

Learn AI and LLMs from scratch using free resources

secure, local-first and programmable sandboxes for AI agents

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

面向企业级市场的一站式AI应用开发框架，支持多厂商大模型统一接入与管理，具备安全可控的企业知识库与高精度检索优化能力，提供可视化流程编排、自主决策智能体与多智能体协同调度，兼容主流 Agent Skill 协议，帮助企业与开发者零门槛快速构建安全、高效、可落地的AI智能体应用与行业解决方案。

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.

Adversary simulation and Red teaming platform with AI

Install, run and deploy your own decentralized AI agent service

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

MCP Server for Computer Use in Windows

Allows you to emulate an Android native library, and an experimental iOS emulation

🤖 A systematic tutorial on vibe coding, help beginners turn ideas into prototypes, MVPs, and launch-ready products.

MCP server for Atlassian tools (Confluence, Jira)

ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The birthplace of VibeOps.

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

Magicrew. The first open-source all-in-one AI productivity platform (Generalist AI Agent + Workflow Engine + IM + Online collaborative office system)

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

It's like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server for working with your frontend like Magic

UI over MCP. Create next-gen UI experiences with the protocol and SDK!

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

🐬DeepChat - A smart assistant that connects powerful AI to your personal world

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.

⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports ChatGPT, Claude, Llama, Ollama, HuggingFace, etc., chat bot demo: https://ai.casibase.com, admin UI demo: https://ai-admin.casibase.com

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.

AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

Olares: An Open-Source Personal Cloud to Reclaim Your Data

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

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。

The official Go SDK for Model Context Protocol servers and clients. Maintained in collaboration with Google.

Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)

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

China Unicom's Yuanjing Wanwu Agent Platform is an enterprise-grade, multi-tenant AI agent development platform. It helps users build applications such as intelligent agents, workflows, and rag, and also supports model management. The platform features a developer-friendly license, and we welcome all developers to build upon the platform.

Official Notion MCP Server

Exa MCP for web search and web crawling!

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

A simple, secure MCP-to-OpenAPI proxy server

A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for monitoring and managing your project's progress directly in your development environment.

Bulk port forwarding Kubernetes services for local development.

Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies: OpenAI Agents SDK, Memory, MCP, A2A, Knowledge Graphs, Dapr, Rancher Desktop, and Kubernetes.

Koog is a JVM (Java and Kotlin) framework for building predictable, fault-tolerant and enterprise-ready AI agents across all platforms – from backend services to Android and iOS, JVM, and even in-browser environments. Koog is based on our AI products expertise and provides proven solutions for complex LLM and AI problems

All-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker container.

753+ structured cybersecurity skills for AI agents · MITRE ATT&CK mapped · agentskills.io open standard · Works with Claude Code, GitHub Copilot, OpenAI Codex CLI, Cursor, Gemini CLI & 20+ platforms · Penetration testing, DFIR, threat intel, cloud security & more · Apache 2.0

Find rules and MCP servers

Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers

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

An Agentic Framework for Reflective PowerPoint Generation

CISO Assistant is a one-stop-shop GRC platform for Risk Management, AppSec, Compliance & Audit, TPRM, Privacy, and Reporting. It supports 130+ global frameworks with automatic control mapping, including ISO 27001, NIST CSF, SOC 2, CIS, PCI DSS, NIS2, DORA, GDPR, HIPAA, CMMC, and more.

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.

🔍 导出并模糊搜索 Telegram 聊天记录 | Export and fuzzy search your Telegram chat history

A curated list of Model Context Protocol (MCP) servers

Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks go from beginner to power user!

Real-time transport layer for Java AI agents. Build once with @Agent — deliver over WebSocket, SSE, gRPC, MCP, A2A, AG-UI, or any transport. Works with Spring AI, LangChain4j, Google ADK, Embabel, Koog or the built-in OpenAI-compatible client.

RikkaHub is an Android APP that supports for multiple LLM providers.

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support

Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detection and cross-platform compatibility.

It's like v0 but in your Cursor/WindSurf/Cline. 21st dev Magic MCP server for working with your frontend like Magic

Universal SEO skill for Claude Code. 19 sub-skills, 12 subagents, 3 extensions (DataForSEO, Firecrawl, Banana). Technical SEO, E-E-A-T, schema, GEO/AEO, backlinks, local SEO, maps intelligence, Google APIs, and PDF/Excel reporting.

Self-hosted AI agent orchestration platform: dispatch tasks, run multi-agent workflows, monitor spend, and govern operations from one mission control dashboard.

Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows.

Byterover Cipher is an opensource memory layer specifically designed for coding agents. Compatible with Cursor, Codex, Claude Code, Windsurf, Cline, Claude Desktop, Gemini CLI, AWS's Kiro, VS Code, Roo Code, Trae, Amp Code and Warp through MCP. Built by https://byterover.dev/

A framework helps you quickly build AI Native IDE products. MCP Client, supports Model Context Protocol (MCP) tools via MCP server.

Desktop Extensions: One-click local MCP server installation in desktop apps

A Model Context Protocol server for Excel file manipulation

Call MCPs via TypeScript, masquerading as simple TypeScript API. Or package them as cli.

MCP server for Cloudflare

System Level Intelligent Router for Mixture-of-Models at Cloud, Data Center and Edge

Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

A curated list of skills, tools, tutorials, and capabilities for AI coding agents (Claude, Codex, Antigravity, Copilot, VS Code)

A memory OS that makes your OpenClaw agents more personal while saving tokens.

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

LangChain 🔌 MCP

Model Context Protocol(MCP) 编程极速入门

Your browser is the API. CLI + MCP server for AI agents to control Chrome with your login state.

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

Laravel-focused MCP server for augmenting your AI powered local development experience.

A full-stack AI Red Teaming platform securing AI ecosystems via OpenClaw Security Scan, Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.

The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI

Kotlin Multiplatform sample with SwiftUI, Jetpack Compose, Compose for Wear, Compose for Desktop, and Compose for Web clients along with Ktor backend.

Chrome extension to let agents control your browser. Runs Playwright snippets in a stateful sandbox. Available as CLI or MCP

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

SimpleMem: Efficient Lifelong Memory for LLM Agents

Connect any AI model to 600+ integrations; powered by MCP 📡 🚀

The official Rust SDK for the Model Context Protocol

Allow LLMs to control a browser with Browserbase and Stagehand

MCP server that interacts with Obsidian via the Obsidian rest API community plugin

CyberStrikeAI is an AI-native security testing platform built in Go. It integrates 100+ security tools, an intelligent orchestration engine, role-based testing with predefined security roles, a skills system with specialized testing skills, and comprehensive lifecycle management capabilities.

Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or remote AI models.

AI agent microservice

Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.

Semi-automated research assistant for academic research and software development. Supports Claude Code, OpenCode, and Codex CLI across ideation, coding, experiments, writing, and publication.

Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration

MCP tool: Cloudflare

The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.

A highly opinionated, zero-configuration linter and formatter.

MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.

A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native

AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN

🔥 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)

An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.

MCP server for Grafana

A library of enterprise-grade AI agents designed to democratize artificial intelligence and provide free, open-source alternatives to overvalued Y Combinator startups. If you are excited about democratizing AI access & AI agents, please star ⭐️ this repository and use the link in the readme to join our open source AI research team.

A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw

An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-step workflows.

The official Swift SDK for Model Context Protocol servers and clients.

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

The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains

Allow LLMs to control a browser with Browserbase and Stagehand

A CLI tool for building Go applications.

One command brings a complete pre-wired LLM stack with hundreds of services to explore.

Run MCP stdio servers over SSE and SSE over stdio. AI gateway.

A Model Context Protocol server for converting almost anything to Markdown

⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more

Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.

Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.

A Model Context Protocol server for searching and analyzing arXiv papers

A Rust-native claw you can trust. One binary — sandboxed, secure, auditable. Voice, memory, MCP tools, and multi-channel access built-in.

A bridge between Streamable HTTP and stdio MCP transports

A metasearch library that aggregates results from diverse web search services

Brings MCP to ChatGPT, DeepSeek, Perplexity, Grok, Gemini, Google AI Studio, OpenRouter, DeepSeek, T3 Chat and more...

extendable code review and QA agent 🚢

162 production-ready AI agent templates for OpenClaw. SOUL.md configs across 19 categories. Submit yours!

Next Generation Agentic Proxy for AI Agents and MCP servers

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

A powerful Zotero AI and MCP plugin with ChatGPT, Gemini 3.1, Claude, Grok, DeepSeek, OpenRouter, Kimi 2.5, GLM 5, SiliconFlow, GPT-oss, Gemma 3, Qwen 3.5

ChatMCP is an AI chat client implementing the Model Context Protocol (MCP).

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

MCP Aggregator, Orchestrator, Middleware, Gateway in one docker

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

LLM Agent Framework in ComfyUI includes MCP sever, Omost,GPT-sovits, ChatTTS,GOT-OCR2.0, and FLUX prompt nodes,access to Feishu,discord,and adapts to all llms with similar openai / aisuite interfaces, such as o1,ollama, gemini, grok, qwen, GLM, deepseek, kimi,doubao. Adapted to local llms, vlm, gguf such as llama-3.3 Janus-Pro, Linkage graphRAG

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

Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.

A repository of servers and clients from the Model Context Protocol tutorials

Self-Hosted API Management for Builders

🧩 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.

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.

The official MCP server implementation for the Perplexity API Platform

Connect Supabase to your AI assistants

Completely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor, Windsurf, Cline, Roo Code, Claude Desktop App

This is the official website for TuriX Computer-use-Agent

Security scanner for AI agents, MCP servers and agent skills.

⭐ 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!

Aix-DB 基于 LangChain/LangGraph 框架，结合 MCP Skills 多智能体协作架构，实现自然语言到数据洞察的端到端转换。

superglue (YC W25) builds integrations and tools from natural language. Get production-grade tools for long tail and enterprise systems.

directory for Awesome MCP Servers

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。

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

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.

Stop prompting. Start specifying.

Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers

A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints with flexible routing strategies

A secure low code honeypot framework, leveraging AI for System Virtualization.

The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.

The world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as-Code. Turn prompts into UI directly on the live canvas. A modern alternative to Pencil.

✨ Agentic chat experience in your terminal. Build applications using natural language.

Witsy: desktop AI assistant / universal MCP client

A Unified MCP Server Management App (MCP Manager).

Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents

🦖 Serverless AI Agent Framework with Geo-distributed Edge AI Infra.

An AI-enabled NAT Router/Firewall for the ESP32

Asynchronous coordination layer for AI coding agents: identities, inboxes, searchable threads, and advisory file leases over FastMCP + Git + SQLite

The Unofficial and Awesome Home Assistant MCP Server

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

Terminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more.

Test & Debug MCP servers, ChatGPT apps, and MCP Apps (ext-apps)

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line. Works with Claude Code, Gemini, Copilot, Cursor and any other absolutely for free.

Turn any MCP, OpenAPI, or GraphQL server into a CLI — at runtime, with zero codegen

Desktop Extensions: One-click local MCP server installation in desktop apps

MCP server for interacting with the iOS simulator

Connect your browser to AI models. Just use Dia on Chrome, Arc or Firefox.

AI as Workspace - An elegant AI chat client. Full-featured, lightweight. Support multiple workspaces, plugin system, cross-platform, local first + real-time cloud sync, Artifacts, MCP | 更好的 AI 客户端

340 plugins + 1367 agent skills for Claude Code. Open-source marketplace with CCPI package manager, interactive tutorials, and production orchestration patterns.

MAI-UI: Real-World Centric Foundation GUI Agents ranging from 2B to 235B

Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨

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

An MCP server for interacting with the Financial Datasets stock market API.

Plik is a temporary file upload system (Wetransfer like) in Go.

Plugin for IntelliJ IDEA that gives special support for Minecraft modding projects.

A native macOS AI chat app powered by MLX. 100% local inference on Apple Silicon, no cloud required. Built with ShipSwift.

MCP server for NotebookLM - Let your AI agents (Claude Code, Codex) research documentation directly with grounded, citation-backed answers from Gemini. Persistent auth, library management, cross-client sharing. Zero hallucinations, just your knowledge base.

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

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.

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

Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).

🧩 The Ultimate Toolkit for Generating Type-Safe API Clients, Hooks, and Validators.

Your memories are in ChatGPT... But nowhere else. Universal Memory MCP makes your memories available to every single LLM. No logins or paywall. One command to set it up.

Make RSS 📰 great again with AI 🧠✨!! 【29元500次sonnet，下方wx扫码联系】

MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.

Query anything (GitHub, Notion, +40 more) with SQL and let LLMs (ChatGPT, Claude) connect to using MCP

Plugin for JADX to integrate MCP server

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

The professional development environment for Claude Code: From requirement to production-grade code. Planned, tested, verified.

MCP server that provides tools and resources for interacting with n8n API

MCP server and Claude Code skill for Excalidraw — programmatic canvas toolkit to create, edit, and export diagrams via AI agents with real-time canvas sync.

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP).

Open-source credential vault, give your AI agents access to services without exposing keys.

Semantic Search & Call Graphs for AI Agents (100% Local)

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

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

An MCP server that installs other MCP servers for you

MultiAgentPPT 是一个集成了 A2A（Agent2Agent）+ MCP（Model Context Protocol）+ ADK（Agent Development Kit） 架构的智能化演示文稿生成系统，支持通过多智能体协作和流式并发机制

The official Ruby SDK for the Model Context Protocol.

Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.

Standards for building agents, better

A simple yet powerful agent framework for personal assistants, designed to enable intelligent interaction, multi-agent collaboration, and seamless tool integration.

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

The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

The ultimate all-in-one guide to mastering Claude Code. From setup, prompt engineering, commands, hooks, workflows, automation, and integrations, to MCP servers, tools, and the BMAD method—packed with step-by-step tutorials, real-world examples, and expert strategies to make this the global go-to repo for Claude mastery.

MCP-Reborn is an MCP (Mod Coder Pack) for Minecraft for making modded clients and researching its code. (1.13-1.21.4)

⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.

FireRed-OpenStoryline is an AI video editing agent that transforms manual editing into intention-driven directing through natural language interaction, LLM-powered planning, and precise tool orchestration. It facilitates transparent, human-in-the-loop creation with reusable Style Skills for consistent, professional storytelling.

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.

Kernel-enforced agent sandbox. Capability-based isolation with secure key management, atomic rollback, cryptographic immutable audit chain of provenance. Run your agents in a zero-trust environment.

A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing

The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.

Complete tutorial materials for building MCP servers with Docker - from NetworkChuck's video

GoClaw - GoClaw is OpenClaw rebuilt in Go — with multi-tenant isolation, 5-layer security, and native concurrency. Deploy AI agent teams at scale without compromising on safety.

One-stop shop for building AI-powered products and businesses with Stripe.

Multi-service toolkit for Tavily and Firecrawl signup automation, key validation, and isolated proxy pools.

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

Rust Performance Profiler & Channels Monitoring Toolkit (TUI, MCP)

Make your own story. User-friendly software for LLM roleplaying

MCP Server for kubernetes management commands

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

Model Context Protocol (MCP) server for Kubernetes and OpenShift

Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.

Your design system as an API. Connect AI to Figma for extraction, creation, and debugging.

The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing

A macOS app that provides an MCP server to your Messages, Contacts, Reminders and more

A secure sandbox environment for malware developers and red teamers to test payloads against detection mechanisms before deployment. Integrates with LLM agents via MCP for enhanced analysis capabilities.

docker mcp CLI plugin / MCP Gateway

The official Swift SDK for Model Context Protocol servers and clients.

AI-native SwiftUI component library with full-stack recipes — connect via MCP for instant access.

The official Kotlin SDK for Model Context Protocol servers and clients. Maintained in collaboration with JetBrains

📖 MCP server for fetch deepwiki.com and get latest knowledge in Cursor and other Code Editors

An official Qdrant Model Context Protocol (MCP) server implementation

A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore, contribute, and enhance your hacking toolkit!

The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.

Coding assistant MCP for Claude Desktop

告别AI提前终止烦恼，助力AI更加持久

The official ElevenLabs MCP server

Damn Vulnerable MCP Server

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.

Full computer-use for AI agents. Self-learning workflows. Native macOS. No screenshots required.

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

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.

An MCP server that autonomously evaluates web applications.

The TypeScript MCP framework

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)

Open-source CRM with native AI agent support. 30 MCP tools, REST API, self-hosted. Built with Laravel & Filament

The Grafbase GraphQL Federation Gateway

📕 小红书创作者MCP工具包 - 支持与AI客户端集成的内容创作和发布工具

The official TanStack CLI - Project Scaffolding, MCP Server, Agent Skills Installation, etc

A curated list of Plugins that let you extend Claude Code with custom commands, agents, hooks, and MCP servers through the plugin system.

This MCP server allows Claude and other AI assistants to access your LinkedIn. Scrape LinkedIn profiles, companies and jobs, and manage your inbox.

Claude Code as one-shot MCP server to have an agent in your agent.

Write Model Context Protocol servers in few lines of go code. Docs at https://mcpgolang.com . Created by https://metoro.io

Agent-MCP is a framework for creating multi-agent systems that enables coordinated, efficient AI collaboration through the Model Context Protocol (MCP). The system is designed for developers building AI applications that benefit from multiple specialized agents working in parallel on different aspects of a project.

A2V: Next-Gen AI Value Compute Protocol.

A super light-weight embedded code search engine CLI (AST based) that just works - saves 70% token and improves speed for coding agent 🌟 Star if you like it!

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

Local first codebase intelligence

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

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

Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.

Search, understand, reproduce, and improve an idea with ease

企业级 Agentic RAG 智能体 - 全链路覆盖文档解析、多路检索、意图识别、问题重写、会话记忆、MCP 工具调用与深度思考。面向真实业务场景，从 0 到 1 完整工程实现。

Model Context Protocol for WinDBG

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.

A Ruby Implementation of the Model Context Protocol

🤖 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/

Korea Investment & Securities Open API Github

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。

3D & AR SDK for Android, iOS, Web, Desktop, TV, Flutter, React Native — Jetpack Compose, SwiftUI, Filament, RealityKit, WebXR

小遥搜索，听懂你的话、看懂你的图，用AI找到本地任何文件。让搜索像聊天一样简单。XiaoyaoSearch: Understands your words, reads your images, finds any local file with AI. Making search as easy as chatting.

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

A single interface to use and evaluate different agent frameworks

7/24 Office — Self-evolving AI Agent system. 26 tools, 3500 lines pure Python, MCP/Skill plugins, three-layer memory, self-repair, 24/7 production.

Connect AI models like Claude & GPT with robots using MCP and ROS.

AIPex: AI browser automation assistant, no migration and privacy first. Alternative to Manus Browser Operator、 Claude Chrome and Agent Browser

Learn it. Build it. Ship it for others.

ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

Game Boy / Gameboy Color emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.

Draw.io Model Context Protocol (MCP) Server

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 66 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

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.

MCP Server for kubernetes management commands

Flock is a workflow-based low-code platform for rapidly building chatbots, RAG, and coordinating multi-agent teams, powered by LangGraph, Langchain, FastAPI, and NextJS.（Flock 是一个基于workflow工作流的低代码平台，用于快速构建聊天机器人、RAG、Agent和Muti-Agent应用，采用 LangGraph、Langchain、FastAPI 和 NextJS 构建。）

Selfhosted notes app. Single golang binary, notes stored as markdown within SQLite, full-text search, very low resource usage

🎙️ AI Dictation App - Open Source and Local-first ⚡ Type 3x faster, no keyboard needed. 🆓 Powered by open source models, works offline, fast and accurate.

Lighweight CLI to interact with MCP servers

Just a Better Chatbot. Powered by Agent & MCP & Workflows.

An official Qdrant Model Context Protocol (MCP) server implementation

trpc-agent-go is a powerful Go framework for building intelligent agent systems using large language models (LLMs) and tools.

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

A repository of servers and clients from the Model Context Protocol tutorials

Bringing the power of MCP to the web

Helping coding agents never make mistakes working with public or private libraries without wasting the context window.

Search + Chat = SearChat(AI Chat with Search), Support OpenAI/Anthropic/VertexAI/Gemini, DeepResearch, SearXNG, Docker. AI对话式搜索引擎，支持DeepResearch, 支持OpenAI/Anthropic/VertexAI/Gemini接口、聚合搜索引擎SearXNG，支持Docker一键部署。

The Context Optimization Layer for LLM Applications

HiMarket is an enterprise-level "AI Capability Marketplace and Developer Ecosystem Hub." It is not merely a simple aggregation of traditional APIs, but rather a comprehensive platform that packages, publishes, manages, and operates core AI assets such as enterprise Model APIs, MCP Servers, Agent APIs, etc., through standardized product formats.

MCP Python Tutorial

On-premises conversational RAG with configurable containers

Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistants and multi-agent AI workflows.

A curated list of Model Context Protocol (MCP) servers

Query and Summarize your chat messages.

Native macOS App Store Connect tool with MCP. Submit iOS apps to App Store with AI agents

Remote MCP Servers

🚀MCP server for accessing RedNote(XiaoHongShu, xhs).

MCP server for fetch web page content using Playwright headless browser.

A remote Cloudflare MCP server boilerplate with user authentication and Stripe for paid tools.

AI Dev Tools Zoomcamp is a free course that helps you use AI tools to write better code, faster. We're starting the first cohort of this course on November 18, 2025! Sign up here to join us 👇🏼

The batteries-included, No-Code FinOps automation platform, with the AI you trust.

Open Brain — The infrastructure layer for your thinking. One database, one AI gateway, one chat channel — any AI plugs in. No middleware, no SaaS.

A set of tools that gives agents powerful capabilities.

A lightweight Model Context Protocol (MCP) server for safe Obsidian vault access

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.

CloudBase MCP - Connect CloudBase to your AI Agent. Go from AI prompt to live app.

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

MCP Server para 41 APIs públicas brasileiras

The most comprehensive toolkit for Claude Code -- 135 agents, 35 curated skills (+400,000 via SkillKit), 42 commands, 150+ plugins, 19 hooks, 15 rules, 7 templates, 8 MCP configs, and more.

Official CLI for muapi.ai — generate images, videos & audio from the terminal. MCP server, 14 AI models, npm + pip installable.

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

A curated list of awesome MCP servers focused on DevOps tools and capabilities.

Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools

115+ production-ready React Hooks for sensors, UI, state & browser APIs. Tree-shakable, SSR-safe, TypeScript-first. Used by Shopee, PDD & Ctrip. Inspired by VueUse.

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

First AI Journey for DevOps - with comprehensive learning paths, practical tips, and enterprise guidelines

A Utility CLI for AI Coding Agents

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

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

Self-hosted MCP Gateway for AI agents

A security scanner for your LLM agentic workflows

A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.

🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.

Natural (2-way) voice conversations with Claude Code

Google Flights MCP and Python Library

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

Delegate tasks to Codex and Gemini directly from within Claude Code.

Neo4j Labs Model Context Protocol servers

Automated AI news aggregator & summarizer. Generates daily briefings in English & Chinese. | 全自动 AI 科技新闻聚合与摘要生成器。

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

CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features.

Wherever your AI supports skills, VibeSkills works. 340+ governed skills spanning coding, research, automation & creative work.

codespelunker - CLI code search tool that understands code structure and ranks results by relevance. No indexing required with CLI, TUI, MCP and HTTP support.

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Join us on Discord: discord.massgen.ai

A framework for writing MCP (Model Context Protocol) servers in Typescript

ChatGPT CLI is a powerful, multi-provider command-line interface for working with modern LLMs. It supports OpenAI, Azure, Perplexity, LLaMA, and more, with features like streaming, interactive chat, prompt files, image/audio I/O, MCP tool calls, and an experimental agent mode for safe, multi-step automation.

A Model Context Protocol (MCP) server that reads and writes MS Excel data

MCP server helping models to understand your Vite/Nuxt app better.

OpenAPI Tool Servers

OpenTelemetry Instrumentation for AI Observability

Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀

A lightweight, cross-platform database client for developers. Supports MySQL, PostgreSQL and SQLite. Hackable with plugins. Built for speed, security, and aesthetics.

AI-Native Risk Intelligence Systems, OpenDeRisk——Your application system risk intelligent manager provides 7* 24-hour comprehensive and in-depth protection.

Allow AI to wade through complex OpenAPIs using Simple Language

Safety guardrails for ai coding agents and human terminal commands

A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

🚀 A future-proof enterprise web CMS supporting both headless and decoupled approaches. Build any type of app with customizable APIs on ASP.NET Core/.NET Core. Completely open-source and designed for flexibility. Since 2018.

Your Cheat Sheet for AI Engineering Interview – Questions and Answers.

A library for communication with a Minecraft client/server.

Model Context Protocol (MCP) that allows LLMs to use QGIS Desktop

A concise list for mcp servers

MCP server for Notion

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

Wassette: A security-oriented runtime that runs WebAssembly Components via MCP

A Model Context Protocol (MCP) server that helps large language models index, search, and analyze code repositories with minimal setup

Scan MCP servers for potential threats & security findings.

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.

A guide on how to use the Figma MCP server

Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.

Skybridge is a framework for building ChatGPT & MCP Apps

A Model Context Protocol (MCP) server for Kubernetes. Install: npx kubectl-mcp-server or pip install kubectl-mcp-server

提取抖音无水印视频链接，视频文案，douyin-mcp-server，mcp，claude skill，支持龙虾

Skill and MCP server for searching and retrieving icons

MCP server for Brave Search Mcp

A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) — open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.

Statespace framework — build self-documenting AI applications.

Burp Suite extension that adds built-in MCP tooling, AI-assisted analysis, privacy controls, passive and active scanning and more

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

MCP server enabling persistent memory for Claude through a local knowledge graph - fork focused on local development

A code repository indexing tool to supercharge your LLM experience.

A minimalistic MCP client with a good feature set.

Core PHP implementation for the Model Context Protocol (MCP) server

Simple, modular, and observable Go framework for backend applications.

A comprehensive security checklist for MCP-based AI tools. Built by SlowMist to safeguard LLM plugin ecosystems.

AgentKit: Build multi-agent networks in TypeScript with deterministic routing and rich tooling via MCP.

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

MCP server for fetch web page content using Playwright headless browser.

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.

Browse the web, directly from Cursor etc.

Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.

A local sandbox for your AI agents

64 tools for Korean law — statutes, precedents, ordinances, interpretations | MCP Server · CLI · npm

Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations

MCP server and CLI tool for searching and downloading documents from Anna's Archive

Entity-level semantic merge driver for Git. Resolves conflicts that git can't by understanding code structure via tree-sitter. 31/31 clean merges vs git's 15/31.

The Bank API is a design reference project suitable to bootstrap development for a compliant and modern API.

A self-hosted RSS reader and personal knowledge management tool.

一款轻量级、跨平台的 Mini Kubernetes AI Dashboard，支持大模型+智能体+MCP(支持设置操作权限)，集成多集群管理、智能分析、实时异常检测等功能，支持多架构并可单文件部署，助力高效集群管理与运维优化。

Debug your AI agents

LightAgent: Lightweight AI agent framework with memory, tools & tree-of-thought. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE protocol integration.

An MCP adapter that bridges the Abilities API to the Model Context Protocol, enabling MCP clients to discover and invoke WordPress plugin, theme, and core abilities programmatically.

A flexible multi-interface AI agent framework for building agents with reasoning, tool use, memory, deep research, blockchain interaction, MCP, and agents-as-a-service.

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.

Native macOS client for Model Context Protocol (MCP)

Vibetest MCP - automated QA testing using Browser-Use agents

This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.

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

Real-time architectural sensor that helps AI agents close the feedback loop, enabling recursive self-improvement of code quality. Pure Rust.

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere

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

This is a 12306 ticket search server based on the Model Context Protocol (MCP).

Sandboxed runtime for programming languages and WASI binaries. Works in the browser, on your server, or via MCP.

Context Portal (ConPort): A memory bank MCP server building a project-specific knowledge graph to supercharge AI assistants. Enables powerful Retrieval Augmented Generation (RAG) for context-aware development in your IDE.

This is the official repository for submitting MCP servers to be included in Cline's MCP Marketplace. If you’ve built an MCP server and want it to be discoverable and easily installable by millions of developers using Cline, submit your server here.

🤖 Automatically collected AI repos, tools, websites, papers & tutorials. 实用AI百宝箱 💎

The official Ruby SDK for the Model Context Protocol.

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

A MCP server implementation for hyperbrowser

Solidity Static Analyzer that easily integrates into your editor

WHartTest 是基于 Django REST Framework 与现代大模型技术打造的 AI 驱动测试自动化平台。平台聚合自然语言理解、知识库检索与嵌入搜索能力，结合 LangChain 与 MCP（Model Context Protocol） 工具调用，实现从需求到可执行测试用例的自动化生成与管理，帮助测试团队提升效率与覆盖率。

An MCP server to run AppleScript and JXA (JavaScript for Automation) to macOS.

LLDB MCP Integration + other helpful commands

Neo4j Labs Model Context Protocol servers

Open-source, AI-native, low-code platform for API orchestration, workflow automation, and AI agent integration across internal systems and SaaS products.

Every meeting, every idea, every voice note — searchable by your AI. Open-source, privacy-first conversation memory layer.

All in one vscode plugin for mcp developer

MCP server integration for DaVinci Resolve

Nuwax Agent OS - The world's first universal agent operating system, building your private vertical general-purpose agent. 通用智能体操作系统，打造你私有的垂类通用智能体。新一代AI应用设计、开发、实践平台，无需代码，轻松创建，适合各类人群，支持多种端发布及API，提供完善的工作流、插件以及应用开发能力，RAG知识库与数据表存储能力，MCP接入以及开放能力。

A flexible HTTP fetching Model Context Protocol server.