A Curated List of containerised MCP Servers, Clients and Toolkits

May 11, 2026 · View on GitHub

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A comprehensive curated list of containerised MCP Servers, Clients and toolkits.

Table of Contents

Containerised MCP Servers

DevOps & Infrastructure

MCP servers for managing infrastructure, containers, and DevOps workflows.

#MCP ServerDescriptionDocker Hub PullsLink
1githubManage GitHub repositories and perform Git operationsTBDGitHub
2dockerIntegrate with Docker to manage containers, images, and networksTBDGitHub
3kubernetesOrchestrate and manage containerized applications with KubernetesTBDGitHub
4gitlabInteract with GitLab repositories and CI/CD pipelinesTBDGitHub
5circleciManage CI/CD pipelines and workflows in CircleCITBDGitHub
6AWS ComprehensiveComplete AWS service integration suite (20+ services)TBDAWS Labs
7TerraformInfrastructure as Code management22.3K+Docker Hub
8pulumiInfrastructure as code platformTBDGitHub
9herokuCloud platform as a service (PaaS)TBDGitHub
10jetbrainsIntegrate with JetBrains IDEs and toolsTBDGitHub
11github-mcp-serverGitHub's official MCP server for repository and workflow managementTBDGitHub
12mcp-context-forgeAI Gateway, registry, and proxy for MCP, A2A, and REST/gRPC APIs with unified endpoint and centralized discoveryTBDGitHub
13toolhiveEnterprise-grade platform for running and managing MCP serversTBDGitHub
14MCPJungleSelf-hosted MCP Gateway for AI agentsTBDGitHub
15mcp-server-kubernetesMCP Server for Kubernetes management commandsTBDGitHub
16kubectl-mcp-serverMCP server for Kubernetes via kubectl — install with npx or pipTBDGitHub
17apify-mcp-serverExtract data from social media, search engines, maps, and any website using Apify scrapers via MCPTBDGitHub
18TrendRadar⭐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。TBDGitHub
19nginx-uiYet another WebUI for NginxTBDGitHub
20hexstrike-aiHexStrike 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.TBDGitHub
21firecrawl-mcp-server🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.TBDGitHub
22csharp-sdkThe official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.TBDGitHub
23kubefwdBulk port forwarding Kubernetes services for local development.TBDGitHub
24bifrostFastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.TBDGitHub
25metamcpMCP Aggregator, Orchestrator, Middleware, Gateway in one dockerTBDGitHub
26Unity-MCPAI 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.TBDGitHub
27holaOSThe agent environment for long-horizon work, continuity, and self-evolution.TBDGitHub
28minimaOn-premises conversational RAG with configurable containersTBDGitHub
29scira-mcp-chatA minimalistic MCP client with a good feature set.TBDGitHub
30context-spaceUltimate Context Engineering Infrastructure, starting from MCPs and IntegrationsTBDGitHub
31notion-mcp-serverOfficial Notion MCP ServerTBDGitHub
32mcp-serverAn MCP server for interacting with the Financial Datasets stock market API.TBDGitHub
33kubernetes-mcp-serverModel Context Protocol (MCP) server for Kubernetes and OpenShiftTBDGitHub
34terraform-mcp-serverThe Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.TBDGitHub
35awesome-devops-mcp-serversA curated list of awesome MCP servers focused on DevOps tools and capabilities.TBDGitHub
36KiCAD-MCP-ServerKiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.TBDGitHub

Database & Storage

MCP servers for accessing and managing databases and storage solutions.

#MCP ServerDescriptionDocker Hub PullsLink
1postgresInteract with PostgreSQL databasesTBDGitHub
2MongoDBMongoDB database integration4.2K+Docker Hub
3redisInteract with Redis in-memory data structure storeTBDGitHub
4elasticsearchSearch, analyze, and visualize data with ElasticsearchTBDGitHub
5chromaInteract with Chroma vector database for embeddings and retrievalTBDGitHub
6neo4j-serverGraph database server managementTBDGitHub
7astra-dbInteract with DataStax Astra DB, a cloud-native Cassandra databaseTBDGitHub
8neonServerless PostgreSQL database serviceTBDGitHub
9SupabaseOpen source Firebase alternativeTBDGitHub
10temboEnhanced PostgreSQL database platformTBDGitHub
11mcp-database-connector-liteFree, open-source SQLite MCP server with query execution, schema inspection, and data manipulationTBDGitHub
12mysql_mcp_serverMCP server that enables secure interaction with MySQL databasesTBDGitHub
13mcp-server-mysqlRead-only MCP server for MySQL — inspect schemas and execute read-only queriesTBDGitHub
14mcp-server-qdrantOfficial Qdrant MCP server implementation for vector database integrationTBDGitHub
15mcp-memory-serviceOpen-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and ClaudeTBDGitHub
16XHS-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TBDGitHub
17lamdaThe most powerful Android RPA agent framework, next generation mobile automation.TBDGitHub
18context-modeContext window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platformsTBDGitHub
19httprunnerHttpRunner 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。TBDGitHub
20codebase-memory-mcpHigh-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.TBDGitHub
21awesome-openclawA 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.TBDGitHub
22mongodb-mcp-serverA Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.TBDGitHub

Web & Content

MCP servers for web search, content access, and web automation.

#MCP ServerDescriptionDocker Hub PullsLink
1bravePerform web searches using Brave's privacy-focused search engineTBDGitHub
2notionCreate and manage content in Notion workspacesTBDGitHub
3puppeteerAutomate browser interactions and scrape web contentTBDGitHub
4duckduckgoPrivacy-focused web search engineTBDGitHub
5firecrawlWeb crawling and content extraction toolTBDGitHub
6ContextWireFree search API for AI agents with multi-engine support, multiple search profiles, and a remote MCP server (streamable-http). 1,000 free queries/monthTBDGitHub
7exa-mcp-serverOfficial Exa MCP server for web search and web crawlingTBDGitHub
8browser-tools-mcpMonitor browser logs and console directly from Cursor and other MCP-compatible IDEsTBDGitHub
9apple-docs-mcpMCP server for Apple Developer Documentation — search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, and code examplesTBDGitHub
10arxiv-mcp-serverMCP server for searching and analyzing arXiv papersTBDGitHub
11linkedin-mcp-serverMCP server for accessing LinkedIn profiles, companies, jobs, and performing job searchesTBDGitHub
12browser-use-mcp-serverMCP server for browser automation — browse the web directly from Cursor and other AI assistantsTBDGitHub
13chrome-devtools-mcpChrome DevTools MCP server for coding agents — inspect pages, capture logs, and debugTBDGitHub
14google_workspace_mcpControl Gmail, Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, and Drive with AI via MCPTBDGitHub
15Scrapling🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!TBDGitHub
16UI-TARS-desktopThe Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent InfraTBDGitHub
17gpt-researcherAn autonomous agent that conducts deep research on any data using any LLM providersTBDGitHub
18Skill_SeekersConvert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detectionTBDGitHub
19Auto-claude-code-research-in-sleepARIS ⚔️ (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.TBDGitHub
20mcpBrowser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browserTBDGitHub
21deep-researchUse any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.TBDGitHub
22mcpoA simple, secure MCP-to-OpenAPI proxy serverTBDGitHub
23grafbaseThe Grafbase GraphQL Federation GatewayTBDGitHub
24mcp-server-browserbaseAllow LLMs to control a browser with Browserbase and StagehandTBDGitHub
25shadcn-ui-mcp-serverA mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React NativeTBDGitHub
26duckduckgo-mcp-serverA Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.TBDGitHub
27browser-use-mcp-serverBrowse the web, directly from Cursor etc.TBDGitHub
28openagent⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.orgTBDGitHub

Integrations & APIs

MCP servers for accessing external services and APIs.

#MCP ServerDescriptionDocker Hub PullsLink
1stripeProcess payments and manage financial transactionsTBDGitHub
2shopifyManage Shopify e-commerce stores and productsTBDGitHub
3shopsavvyComplete product and pricing data solution - search products, compare prices, track historyTBDGitHub
4agent-signalCollective intelligence for AI shopping agents - 23 tools for buyer intelligence, seller analytics, price alerts, and trend trackingTBDGitHub
5atlassianIntegrate with Atlassian products like Jira and ConfluenceTBDGitHub
5azureInteract with Microsoft Azure cloud services and resourcesTBDGitHub
6google-mapsGeographic information and location servicesTBDGitHub
7slackSend and receive messages in Slack workspacesTBDGitHub
8gdriveAccess and manage files in Google DriveTBDGitHub
9boxManage files and folders in Box cloud storageTBDGitHub
10razorpayPayment gateway and financial services platformTBDGitHub
11resendEmail delivery and management serviceTBDGitHub
12x402engine-mcp51 pay-per-call APIs for AI agents — LLMs, image/video generation, code execution, TTS, transcription, crypto data, wallet analytics, web scraping, and IPFS via HTTP 402 micropaymentsTBDGitHub
13mcp-api-bridge-liteFree REST API to MCP bridge — connect any REST API to AI assistants with simple YAML configuration, supporting GET, POST, PUT, DELETE with authenticationTBDGitHub
14lightning-wallet-mcpGive AI agents a Bitcoin wallet with Lightning Network payments and L402 supportTBDGitHub
15WritBaseMCP-native task management for AI agent fleetsTBDGitHub
16agent-signalCollective intelligence for AI shopping agents — buyer intelligence, seller analytics, price alerts, and session loggingTBDGitHub
17dexpaprika-mcpReal-time DEX data across multiple blockchains with pool, token, OHLCV, and trade data. Free, no API keyTBDGitHub
18coinpaprika-mcpCrypto market data for thousands of coins and exchanges — tickers, OHLCV, historical prices. Free, no API keyTBDGitHub
19nutrient-dws-mcp-serverMCP server for Nutrient Document Web Services API — convert, merge, redact, sign, OCR, watermark, and extract documentsTBDGitHub
20n8n-mcp-serverMCP server for interacting with the n8n workflow automation APITBDGitHub
21Gmail-MCP-ServerMCP server for Gmail integration — read, search, send, and manage emails in Claude DesktopTBDGitHub
22short-video-makerCreates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API.TBDGitHub
24mcp-notion-serverA Model Context Protocol server for connecting Notion to MCP-compatible clientsTBDGitHub

AI & Machine Learning

MCP servers for AI and machine learning capabilities.

#MCP ServerDescriptionDocker Hub PullsLink
1tavilyAI-powered web search and research assistantTBDGitHub
2perplexity-askAI-powered question answering systemTBDGitHub
3elevenlabsAI voice generation and text-to-speechTBDGitHub
4wolfram-alphaComputational knowledge engineTBDGitHub
5everartAI art generation and manipulationTBDGitHub
6OpenAI CompatibleAny OpenAI SDK compatible APITBDGitHub
7Amazon BedrockAWS AI services integrationTBDAWS Labs
8Amazon Nova CanvasAI image generation platformTBDAWS Labs
9RoundtableMulti-model AI debate platform — GPT-4o, Claude, Gemini & 200+ models discuss, then synthesize insightTBDGitHub
10excel-mcp-serverMCP server for reading and writing Microsoft Excel dataTBDGitHub
11jupyter-mcp-serverMCP server for Jupyter notebooks — run code, manage kernels, and inspect outputsTBDGitHub
12mcp-server-chartVisualization MCP server with 25+ chart types using Ant Design ChartsTBDGitHub
13gemini-mcp-toolMCP server that lets AI assistants interact with Google Gemini CLI for additional AI capabilitiesTBDGitHub
14ida-pro-mcpAI-powered reverse engineering assistant that bridges IDA Pro with language modelsTBDGitHub
15n8nFair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.TBDGitHub
16gemini-cliAn open-source AI agent that brings the power of Gemini directly into your terminal.TBDGitHub
17context7Context7 Platform -- Up-to-date code documentation for LLMs and AI code editorsTBDGitHub
18ruflo🌊 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 IntegrationTBDGitHub
19serenaA powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agentTBDGitHub
20activepiecesAI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI AgentsTBDGitHub
21MaxKB🔥 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。TBDGitHub
22nuclearStreaming music player that finds free music for youTBDGitHub
23trigger.devTrigger.dev – build and deploy fully‑managed AI agents and workflowsTBDGitHub
24OpenMetadataOpenMetadata 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.TBDGitHub
25mcp-useThe fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.TBDGitHub
26xiaozhi-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.TBDGitHub
27ViperAdversary simulation and Red teaming platform with AITBDGitHub
28fastmcp🚀 The fast, Pythonic way to build MCP servers and clients.TBDGitHub
29unity-mcpUnity 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.TBDGitHub
30UpsonicAgent Framework For Fintech and BanksTBDGitHub
31cursor-talk-to-figma-mcpTalkToFigma: MCP integration between AI Agent (Cursor, Claude Code) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.TBDGitHub
32awesome-mcp-serversAwesome MCP Servers - A curated list of Model Context Protocol serversTBDGitHub
335ire5ire 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 .TBDGitHub
34casibase⚡️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.comTBDGitHub
35markdownify-mcpA Model Context Protocol server for converting almost anything to MarkdownTBDGitHub
36generative-aiComprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.TBDGitHub
37mcphub.nvimAn 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.TBDGitHub
38jadx-ai-mcpPlugin for JADX to integrate MCP serverTBDGitHub
39pilot-shellMake Claude Code production-ready — spec-driven plans, enforced quality gates, persistent knowledgeTBDGitHub
40mcp-unityModel Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEsTBDGitHub
41code-mode🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.TBDGitHub
42korean-law-mcp국가법령정보MCP | 법제처 41개 API → 14개 MCP 도구. 법령·판례·조례·조약을 AI로 검색·조회·분석 | 41 Korean legal APIs → 14 MCP toolsTBDGitHub
43nerveThe Simple Agent Development Kit.TBDGitHub
44tuuiA 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.TBDGitHub
45MassGen🚀 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.aiTBDGitHub
46MCP-BridgeA middleware to provide an openAI compatible endpoint that can call MCP toolsTBDGitHub
47arcade-mcpThe best way to create, deploy, and share MCP ServersTBDGitHub
48awesome-mcp-serversA collection of MCP servers.TBDGitHub
49pal-mcp-serverThe power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.TBDGitHub
50slack-mcp-serverThe most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch logic.TBDGitHub
51docs-mcp-serverGrounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.ToolsTBDGitHub
52ros-mcp-serverConnect AI models like Claude & GPT with robots using MCP and ROS.TBDGitHub
53Awesome-MCP-ServersA curated list of Model Context Protocol (MCP) serversTBDGitHub
54jupyter-mcp-server🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.TBDGitHub
55douyin-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TBDGitHub
56openapi-mcp-serverAllow AI to wade through complex OpenAPIs using Simple LanguageTBDGitHub
57mcp-language-servermcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.TBDGitHub
58Office-Word-MCP-ServerA Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Word documents. This server enables AI assistants to work with Word documents through a standardized interface, providing rich document editing capabilities.TBDGitHub
59MODULAR-RAG-MCP-SERVERA modular RAG (Retrieval-Augmented Generation) system with MCP Server architecture. Using Skill to make AI follow each step of the spec and complete the code 100% by AI.TBDGitHub
60lemonadeLemonade 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/5xXzkMu8ZkTBDGitHub
61MeiGen-AI-Design-MCPSupports GPT Image 2, Nanobanana & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration systemTBDGitHub
62google-meta-ads-ga4-mcpMCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor, n8n, Windsurf & more. 250+ tools for campaign management, analytics & optimization.TBDGitHub
63cocos-mcp-server一款全面的、便捷的cocos creator AI MCP服务插件,适用于3.8.0以上cocos版本,一键安装,一键启动。A comprehensive and convenient cocos creator AI MCP service plug-in, suitable for cocos versions above 3.8.0, one-click installation and one-click start.TBDGitHub

MCP Clients

Desktop Applications

#Client NameDescriptionPlatforms
1Claude DesktopOfficial Claude client with native MCP supportWindows, macOS
2Cursor AIAI-powered code editor with MCP supportWindows, macOS, Linux
3WindsurfAI browser with MCP integrationmacOS
4ClineTerminal-based chat client with MCP supportWindows, macOS, Linux
5MetaMCPUnified middleware MCP clientWindows, macOS, Linux
6Continue.devAI coding assistant for IDEsVS Code, JetBrains

Mobile Applications

#Client NameDescriptionPlatforms
1Claude MobileMobile Claude client with MCP supportiOS, Android
2AI AssistantMulti-model mobile client with MCPiOS

IDE Extensions

#Client NameDescriptionPlatforms
1VS Code AI AssistantVS Code extension with MCP supportVS Code
2JetBrains AI AssistantJetBrains IDE extension with MCPJetBrains IDEs
3GitHub Copilot ChatGitHub's AI assistant with MCP capabilitiesVS Code, Visual Studio, JetBrains

Command Line Tools

#Client NameDescriptionPlatforms
1Claude CLICommand-line interface for Claude with MCPWindows, macOS, Linux
2MCP CLIGeneral MCP client for command lineWindows, macOS, Linux
3mark3labs/mcphostCLI host for MCP interactionsWindows, macOS, Linux

Web Applications

#Client NameDescriptionPlatforms
1Claude WebWeb interface for Claude with MCP supportWeb
2Glama AIWeb-based multi-model client with MCPWeb
3PhindDeveloper-focused search with MCPWeb
4OntheiaSelf-hosted, open-source AI agent platform with native MCP support. Multi-provider, GDPR by design.Web, Linux, MacOS, Windows

MCP Toolkits

SDKs & Libraries

#Tool NameLanguageDescriptionGitHub StarsGitHub
1FastMCPTypeScriptHigh-level framework for building MCP servers in TypeScript1000+GitHub
2FastMCP (Python)PythonHigh-level framework for building MCP servers in Python800+GitHub
3LiteMCPTypeScriptA lightweight TypeScript framework for building MCP servers600+GitHub
4mcp-frameworkTypeScriptFast and elegant TypeScript framework for building MCP servers400+GitHub
5mcp-usePythonOpen source Python library to easily connect any LLM to any MCP server350+GitHub
6MCP FusionTypeScriptZero-config framework for building production-ready MCP servers with auto tool discovery, multi-transport (stdio/SSE/HTTP) and Zod validationGitHub

Frameworks

#Tool NameLanguageDescription
1lastmile-ai/mcp-agentTypeScriptBuild agents with MCP servers
2mcpdotdirect/template-mcp-serverTypeScriptCLI tool for new MCP servers
3stephencme/create-mcp-tsTypeScriptMCP server creator with templates
4Upsonic/gpt-computer-assistantPythonFramework for AI agents
5p-funk/FEGISPythonInteractive agent framework

Agent Development Frameworks

#Framework NameLanguageDescriptionLink
1mcp-agentTypeScriptBuild effective agents with MCP servers using simple, composable patternsGitHub
2gpt-computer-assistantPythonFramework to build vertical AI agent with MCP integrationGitHub
3FEGISPythonA semantic programming framework for LLMs with MCP supportGitHub
4langchain-mcpPythonLangChain integration for MCPGitHub
5solana-agent-kitTypeScriptSolana MCP SDK for blockchain agent developmentGitHub

Language-Specific SDKs

#SDK NameLanguageDescriptionLink
1spring-ai-mcpJavaJava SDK and Spring Framework integration for building MCP serversGitHub
2mark3labs/mcp-goGoGolang SDK for building MCP Servers and ClientsGitHub
3foxy-contextsGoGolang library to write MCP Servers declaratively with testing includedGitHub
4mcp-rs-templateRustMCP CLI server template for RustGitHub
5ModelContextProtocol.NETC#A C# SDK for building MCP servers on .NETGitHub
6http4k MCP SDKKotlinFunctional, testable Kotlin SDK for MCPGitHub
7mcpcCModern C SDK for building MCP servers/clientsGitHub

Testing Tools

#Tool NameLanguageDescription
1modelcontextprotocol/inspectorTypeScriptOfficial UI for testing MCP servers
2wong2/mcp-cliMultipleCommand line inspector for testing
3mclenhard/mcp-evalsMultiplePackage for running evaluations
4Typewise/mcp-chaos-rigTypeScriptFault injection server for testing MCP clients against auth failures, disappearing tools, flaky responses, and token expiry

Utilities

#Tool NameLanguageDescription
1hamidra/yamcpTypeScriptMCP workspace manager
2punkpeye/mcp-proxyTypeScriptSSE proxy for MCP servers
3multi-mcpPythonMulti-MCP Proxy Server
4f/MCPToolsGoCLI tool for MCP server interactions
5portel-dev/ncpTypeScriptMCP orchestrator with intelligent discovery, 98.2% accuracy, and 94.8% token savings. Transforms 100+ tools into 2 unified interfaces. GitHub
6strowk/mcp-autotestGoYAML-based autotest tool

Hosting Solutions

#Tool NameDescription
1GlamaPlatform for hosting open-source MCP servers
2SmitheryCloud hosting for MCP servers via containers
3ToolRouterGive your AI agent superpowers with access to 150+ tools on demand with just one account. Competitor research, video production, web search, image generation, security scanning, and more. One API key replaces managing dozens of provider accounts. npx -y toolrouter-mcp

Templates

#Tool NameLanguageDescription
1fastmcp-boilerplateTypeScriptMCP server built with FastMCP
2dart-mcp-server-templateDartTemplate for Dart MCP servers
3rails-mcp-startup-boilerplateRubyRails template for paid MCP servers

Docker MCP Toolkit

Docker provides a comprehensive MCP Toolkit with over 100 pre-built MCP servers that are ready to use with Claude and other MCP clients.

There are currently 109 MCP servers available:

#MCP ServerDescriptionDocker Hub PullsLink
1githubManage GitHub repositories and perform Git operationsTBDGitHub
2dockerIntegrate with Docker to manage containers, images, and networksTBDGitHub
3kubernetesOrchestrate and manage containerized applications with KubernetesTBDGitHub
4puppeteerAutomate browser interactions and scrape web contentTBDGitHub
5stripeProcess payments and manage financial transactionsTBDGitHub
6slackSend and receive messages in Slack workspacesTBDGitHub
7postgresInteract with PostgreSQL databasesTBDGitHub
8redisInteract with Redis in-memory data structure storeTBDGitHub
9bravePerform web searches using Brave's privacy-focused search engineTBDGitHub
10notionCreate and manage content in Notion workspacesTBDGitHub
11elasticsearchSearch, analyze, and visualize data with ElasticsearchTBDGitHub
12gitlabInteract with GitLab repositories and CI/CD pipelinesTBDGitHub
13azureInteract with Microsoft Azure cloud services and resourcesTBDGitHub
14gdriveAccess and manage files in Google DriveTBDGitHub
15grafanaCreate and manage Grafana dashboards and visualizationsTBDGitHub
16obsidianWork with Obsidian notes and knowledge managementTBDGitHub
17atlassianIntegrate with Atlassian products like Jira and ConfluenceTBDGitHub
18tavilyAI-powered web search and research assistantTBDGitHub
19shopifyManage Shopify e-commerce stores and productsTBDGitHub
20sentryMonitor application errors and performanceTBDGitHub
21302_sandboxA sandbox environment for testing HTTP redirects and status codesTBDGitHub
223d-printerControl and monitor 3D printers with slice file managementTBDGitHub
23armor-cryptoSecure encryption and decryption tools for sensitive dataTBDGitHub
24astra-dbInteract with DataStax Astra DB, a cloud-native Cassandra databaseTBDGitHub
25atlas-docsAccess MongoDB Atlas documentation and best practicesTBDGitHub
26audiense-insightsAccess audience analytics and marketing insights dataTBDGitHub
27aws-kb-retrieval-serverRetrieve information from AWS Knowledge BasesTBDGitHub
28barryyip0625-mcp-discordCommunicate with Discord servers and channelsTBDGitHub
29basic-memorySimple memory persistence for AI conversationsTBDGitHub
30bitrefillPurchase gift cards and mobile refills with cryptocurrencyTBDGitHub
31boxManage files and folders in Box cloud storageTBDGitHub
32chromaInteract with Chroma vector database for embeddings and retrievalTBDGitHub
33circleciManage CI/CD pipelines and workflows in CircleCITBDGitHub
34context7Provide contextual information for enhanced AI conversationsTBDGitHub
35cyreslab-ai-shodanSearch for internet-connected devices using ShodanTBDGitHub
36dappierAccess real-time data from trusted sources across multiple domainsTBDGitHub
37dartManage projects and tasks in Dart project management toolTBDGitHub
38databuttonBuild and deploy data apps with Python and StreamlitTBDGitHub
39descopeImplement secure user authentication and authorizationTBDGitHub
40desktop-commanderControl desktop applications and perform system operationsTBDGitHub
41devhub-cmsManage content with DevHub CMSTBDGitHub
42doitTask management and productivity toolTBDGitHub
43duckduckgoPrivacy-focused web search engineTBDGitHub
44e2bCloud-based development environmentTBDGitHub
45edubaseEducation management platformTBDGitHub
46elevenlabsAI voice generation and text-to-speechTBDGitHub
47everartAI art generation and manipulationTBDGitHub
48exaAdvanced replacement for the traditional ls commandTBDGitHub
49fetchWeb content retrieval toolTBDGitHub
50fiberyConnected work platform for knowledge managementTBDGitHub
51filesystemInteract with file system and perform file operationsTBDGitHub
52firecrawlWeb crawling and content extraction toolTBDGitHub
53flexpriceDynamic pricing solution for businessesTBDGitHub
54github-chatGitHub discussions and collaboration integrationTBDGitHub
55github-officialOfficial GitHub API integrationTBDGitHub
56glifBlockchain and crypto management platformTBDGitHub
57google-mapsGeographic information and location servicesTBDGitHub
58gyazoScreenshot capturing and sharing serviceTBDGitHub
59hackleFeature flag and experiment management platformTBDGitHub
60handwriting-ocrOptical character recognition for handwritten textTBDGitHub
61herokuCloud platform as a service (PaaS)TBDGitHub
62husqvarna-automowerControl and monitor Husqvarna robotic lawn mowersTBDGitHub
63hyperbrowserAdvanced web browsing and automation toolTBDGitHub
64hyperspellAI-powered grammar and spelling checkingTBDGitHub
65iapticSubscription and payment management toolTBDGitHub
66jetbrainsIntegrate with JetBrains IDEs and toolsTBDGitHub
67kagisearchNeural search engine for web contentTBDGitHub
68kongAPI gateway and service mesh platformTBDGitHub
69laraAI-powered content research and writing assistantTBDGitHub
70lineMessaging application and platform integrationTBDGitHub
71mcp-discordDiscord messaging and community managementTBDGitHub
72mcp-notion-serverNotion workspace integration and managementTBDGitHub
73multiversx-mxBlockchain infrastructure and smart contract platformTBDGitHub
74neo4j-cloud-aura-apiManaged graph database cloud serviceTBDGitHub
75neo4j-cypherGraph database query language and integrationTBDGitHub
76neo4j-memoryIn-memory storage for Neo4j operationsTBDGitHub
77neo4j-serverGraph database server managementTBDGitHub
78neonServerless PostgreSQL database serviceTBDGitHub
79neondatabase-labsExperimental features for Neon databaseTBDGitHub
80octomindAutomated testing and quality assurance platformTBDGitHub
81openapi-schemaAPI definition and documentation standardTBDGitHub
82opikAdvanced image processing and generationTBDGitHub
83osp_marketing_toolsOnline marketing and promotion toolsTBDGitHub
84oxylabsWeb scraping and data extraction toolsTBDGitHub
85perplexity-askAI-powered question answering systemTBDGitHub
86playwrightBrowser automation and testing frameworkTBDGitHub
87postgresqlObject-relational database systemTBDGitHub
88pulumiInfrastructure as code platformTBDGitHub
89razorpayPayment gateway and financial services platformTBDGitHub
90redis-cloudManaged Redis database serviceTBDGitHub
91resendEmail delivery and management serviceTBDGitHub
92riskenSecurity risk management platformTBDGitHub
93scrapegraphWeb scraping and data visualizationTBDGitHub
94scrapezyAutomated web scraping and data extractionTBDGitHub
95smithery-cliCommand-line interface for Smithery platformTBDGitHub
96temboEnhanced PostgreSQL database platformTBDGitHub
97timeTime management and tracking utilitiesTBDGitHub
98triplewhaleE-commerce analytics and marketing platformTBDGitHub
99tweetbinderTwitter/X analytics and social media insightsTBDGitHub
100v-3-discordmcpDiscord messaging and community managementTBDGitHub
101veyraxWeb application security and testing platformTBDGitHub
102webflowVisual website design and content management systemTBDGitHub
103wikipedia-mcpWikipedia knowledge retrievalTBDGitHub
104wolfram-alphaComputational knowledge engineTBDGitHub
105youtube_transcriptYouTube video transcript extractionTBDGitHub
106dockerManage Docker containers, images, and Docker HubTBDGitHub
107githubManage GitHub repositories and perform Git operationsTBDGitHub
108kubernetesOrchestrate and manage containerized applicationsTBDGitHub
109postgresqlInteract with PostgreSQL databasesTBDGitHub

Security & Authentication

#MCP ServerDescriptionDocker Hub PullsLink
1sentryMonitor application errors and performanceTBDGitHub
2cyreslab-ai-shodanSearch for internet-connected devices using ShodanTBDGitHub
3descopeImplement secure user authentication and authorizationTBDGitHub
4armor-cryptoSecure encryption and decryption tools for sensitive dataTBDGitHub
5VirusTotalFile and URL security analysisTBDGitHub
6riskenSecurity risk management platformTBDGitHub
7Agent ModuleEU AI Act compliance logic for autonomous agents — risk classification, prohibited practices, transparency obligations, GDPR data protection. Free 24hr trial, self-provisioned via MCPTBDGitHub
8damn-vulnerable-MCP-serverIntentionally vulnerable MCP server for security research, training, and CTF exercisesTBDGitHub
15operant-mcpOpen-source MCP server with 51 security testing tools for pentesting, vulnerability scanning, and security auditingTBDGitHub
9mcp-for-beginnersThis 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.TBDGitHub
10fastapi_mcpExpose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!TBDGitHub
11klavisKlavis AI: MCP integration platforms that let AI agents use tools reliably at any scaleTBDGitHub
12osaurusOwn your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.TBDGitHub
13ENScan_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TBDGitHub
14Gmail-MCP-ServerA Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. This server enables AI assistants to manage Gmail through natural language interactions.TBDGitHub

Development Tools

#MCP ServerDescriptionDocker Hub PullsLink
1filesystemInteract with file system and perform file operationsTBDGitHub
2e2bCloud-based development environmentTBDGitHub
3octomindAutomated testing and quality assurance platformTBDGitHub
4openapi-schemaAPI definition and documentation standardTBDGitHub
5desktop-commanderControl desktop applications and perform system operationsTBDGitHub
6RoundtableZero-configuration MCP server that unifies multiple AI coding assistants (Claude Code, Cursor, GPT-4) for enhanced development workflowsProduction ReadyGitHub
7AsynkorCoordination layer for AI agent teams — file leasing, shared memory, cross-machine sync. One MCP server for Claude Code, Cursor, WindsurfTBDGitHub
8n8n-mcpA MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for youTBDGitHub
9xiaohongshu-mcpMCP for xiaohongshu.comTBDGitHub
10Awesome-MCP-ZHMCP 资源精选, MCP指南,Claude MCP,MCP Servers, MCP ClientsTBDGitHub
11XcodeBuildMCPA Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.TBDGitHub
12fast-agentCode, Build and Evaluate agents - excellent Model and Skills/MCP/ACP SupportTBDGitHub
13memory-bank-mcpA Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.TBDGitHub
14awesome-mcp-serversA curated list of Model Context Protocol (MCP) serversTBDGitHub
15Office-PowerPoint-MCP-ServerA MCP (Model Context Protocol) server for PowerPoint manipulation using python-pptx. This server provides tools for creating, editing, and manipulating PowerPoint presentations through the MCP protocol.TBDGitHub
16mcp-server-guideA guide on how to use the Figma MCP serverTBDGitHub
17drawio-mcp-serverDraw.io Model Context Protocol (MCP) ServerTBDGitHub
18awesome-remote-mcp-serversRemote MCP ServersTBDGitHub
19excel-mcp-serverA Model Context Protocol (MCP) server that reads and writes MS Excel dataTBDGitHub
20serverCore PHP implementation for the Model Context Protocol (MCP) serverTBDGitHub

Communication

#MCP ServerDescriptionDocker Hub PullsLink
1mcp-discordDiscord messaging and community managementTBDGitHub
2lineMessaging application and platform integrationTBDGitHub
3tweetbinderTwitter/X analytics and social media insightsTBDGitHub
4supabase-mcp-serverQuery 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.TBDGitHub
5mcp-server-chatsumQuery and Summarize your chat messages.TBDGitHub

Knowledge Management

#MCP ServerDescriptionDocker Hub PullsLink
1obsidianWork with Obsidian notes and knowledge managementTBDGitHub
2fiberyConnected work platform for knowledge managementTBDGitHub
3context7Provide contextual information for enhanced AI conversationsTBDGitHub
4atlas-docsAccess MongoDB Atlas documentation and best practicesTBDGitHub
5knowledge-ragLocal RAG system via MCP — hybrid search (semantic + BM25 + RRF), cross-encoder reranking, markdown-aware chunking, 12 MCP tools. Zero external serversTBDGitHub

Multimedia & Design

#MCP ServerDescriptionDocker Hub PullsLink
1gyazoScreenshot capturing and sharing serviceTBDGitHub
2handwriting-ocrOptical character recognition for handwritten textTBDGitHub
3webflowVisual website design and content management systemTBDGitHub
4youtube_transcriptYouTube video transcript extractionTBDGitHub
5speech-aiSpeech AI with pronunciation assessment, text-to-speech, and speech-to-textTBDGitHub
6Prompt to AssetMCP server that generates production-ready visual assets (app icons, favicons, OG images) across 30+ image generation modelsTBDGitHub

Installation Steps

  1. Open Docker Desktop
  2. Go to Extensions Marketplace
  3. Search for "Docker MCP Toolkit"
  4. Click Install
  5. Once installed, open the extension from the left sidebar
  6. Browse the catalog and start using MCP tools with your AI assistant

For a complete list of Docker MCP Servers (109+ implementations), visit the Docker MCP Toolkit GitHub repository.

Contributing

We welcome contributions to this awesome list! Please read our contribution guidelines before submitting your suggestions.

License

CC0

To the extent possible under law, the contributors have waived all copyright and related or neighboring rights to this work.