Cloud & DevOps MCP servers
AWS, GCP, Azure, Kubernetes, Docker, and infrastructure.
196 servers
lobehub
lobehub
The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level — enabling multi-agent collaboration, effortless agent team design, and introducing agents as the unit of work interaction.
TrendRadar
sansan0
⭐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。
litellm
BerriAI
Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]
kong
Kong
🦍 The API and AI Gateway
LibreChat
danny-avila
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.
PDFMathTranslate
PDFMathTranslate
[EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/MCP/Docker/Zotero
nacos
alibaba
an easy-to-use dynamic service discovery, configuration and service management platform for building AI cloud native applications.
AstrBot
AstrBotDevs
AI Agent Assistant that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
prompt-optimizer
linshenkx
An AI prompt optimizer for writing better prompts and getting better AI results.
n8n-mcp
czlonkowski
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you
aisuite
andrewyng
Simple, unified interface to multiple Generative AI providers
casdoor
casdoor
An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA, Face ID, Google Workspace, Azure AD
xiaohongshu-mcp
xpzouying
MCP for xiaohongshu.com
nightingale
ccfos
Nightingale is to monitoring and alerting what Grafana is to visualization.
kubeshark
kubeshark
eBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.
pal-mcp-server
BeehiveInnovations
The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.
nginx-ui
0xJacky
Yet another WebUI for Nginx
MoviePilot
jxxghp
NAS媒体库自动化管理工具
mcp
awslabs
Official MCP Servers for AWS
ida-pro-mcp
mrexodia
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
dockerlabs
collabnix
Docker - Beginners | Intermediate | Advanced
kubectl-ai
GoogleCloudPlatform
AI powered Kubernetes Assistant
easy-vibe
datawhalechina
💻 vibe coding 2026 | Your first modern programming course for beginners to master step by step.
opencost
opencost
Cost monitoring for Kubernetes workloads and cloud costs
microsandbox
superradcompany
🧱 secure, local and programmable sandboxes for AI agents
deep-research
u14app
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
openagent
the-open-agent
⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent
Olares
beclab
Olares: An Open-Source Personal Cloud to Reclaim Your Data
bifrost
maximhq
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
nexent
ModelEngine-Group
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.
kubefwd
txn2
Bulk port forwarding Kubernetes services for local development.
semantic-router
vllm-project
System Level Intelligent Router for Mixture-of-Models at Cloud, Data Center and Edge
mcp-context-forge
IBM
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.
archestra
archestra-ai
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
swarmpit
swarmpit
Lightweight AI-friendly Docker Swarm management
metorial
metorial
Connect any AI model to 600+ integrations; powered by MCP 📡 🚀
awesome-openclaw-agents
mergisi
162 production-ready AI agent templates for OpenClaw. SOUL.md configs across 19 categories. Submit yours!
fastmcp
punkpeye
A TypeScript framework for building MCP servers.
core
cheshire-cat-ai
AI agent microservice
goclaw
nextlevelbuilder
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.
agentgateway
agentgateway
Next Generation Agentic Proxy for AI Agents and MCP servers
Unity-MCP
IvanMurzak
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.
metamcp
metatool-ai
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
skills
microsoft
Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents
Unla
AmoyLab
🧩 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.
Aix-DB
apconw
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
superglue-ai
superglue (YC W25) builds integrations and tools from natural language. Get production-grade tools for long tail and enterprise systems.
amazon-q-developer-cli
aws
✨ Agentic chat experience in your terminal. Build applications using natural language.
rocketride-server
rocketride-org
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.
mcp_excalidraw
yctimlin
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.
design-extract
Manavarya09
Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediation, Chrome extension. MIT, Playwright, Node 20+.
toolhive
stacklok
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
supermemory-mcp
supermemoryai
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.
ai
stripe
One-stop shop for building AI-powered products and businesses with Stripe.
kubernetes-mcp-server
containers
Model Context Protocol (MCP) server for Kubernetes and OpenShift
tavily-key-generator
skernelx
Multi-service toolkit for Tavily and Firecrawl signup automation, key validation, and isolated proxy pools.
nixopus
nixopus
Run production apps without thinking about infrastructure. On your server or ours. Fully agentic.
phantom
ghostwright
An AI co-worker with its own computer. Self-evolving, persistent memory, MCP server, secure credential collection, email identity. Built on the Claude Agent SDK.
mcp-server-kubernetes
Flux159
MCP Server for kubernetes management commands
LitterBox
BlackSnufkin
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.
wenyan-mcp
caol64
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。
PrismerCloud
Prismer-AI
Prismer Cloud
ApeRAG
apecloud
ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment
better-chatbot
cgoinglove
Just a Better Chatbot. Powered by Agent & MCP & Workflows.
jupyter-mcp-server
datalayer
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
SearChat
sear-chat
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。
telegram-mcp
chigwell
Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.
devops-ai-guidelines
VersusControl
First AI Journey for DevOps - with comprehensive learning paths, practical tips, and enterprise guidelines
openinference
Arize-ai
OpenTelemetry Instrumentation for AI Observability
AI-Gateway
Azure-Samples
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀
kubectl-mcp-server
rohitg00
Published in CNCF Landscape: A MCP server for Kubernetes.
scira-mcp-chat
zaidmukaddam
A minimalistic MCP client with a good feature set.
yokai
ankorstore
Simple, modular, and observable Go framework for backend applications.
nekro-agent
KroMiose
NekroAgent 是一个面向多人互动场景的跨平台 Agent 框架，集 Claude Code 沙盒执行、工作区编排、长期记忆、结构化 MCP 管理与可视化控制台于一体，兼具高扩展性、多模态交互、实时状态推送和自动化运行能力。项目支持 QQ、Discord、Telegram、Minecraft、BilibiliLive、WeChat、Email、SSE(SDK) 等多种平台接入，应用于构建高智能聊天机器人，可扩展为具备代码执行、工具调用、插件协作和复杂任务处理能力的通用 Agent 系统
k8m
weibaohui
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。
context-space
context-space
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
LaunchStack
Deodat-Lawson
AI-powered StartUp Accelerator Engine built with Next.js, LangChain, PostgreSQL + pgvector. Upload, organize, and chat with documents. Includes predictive missing-document detection, role-based workflows, and page-level insight extraction.
vllora
vllora
Debug your AI agents
agentscope-runtime
agentscope-ai
A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack observability, and broad framework compatibility.
nuwax
nuwax-ai
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。
bytechef
bytechefhq
Open-source, AI-native, low-code platform for API orchestration, workflow automation, and AI agent integration across internal systems and SaaS products.
pydantic-deepagents
vstorm-co
Build Claude Code–style deep agents in Python: tool-calling, sandboxed execution, multi-agent teams, skills, checkpoints, and unlimited context — all on Pydantic AI.
obot
obot-platform
Complete MCP Platform -- Hosting, Registry, Gateway, and Chat Client
mcp-searxng
ihor-sokoliuk
MCP Server for SearXNG
mcp-proxy
tbxark
An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.
argo
xark-argo
ARGO is an open-source AI Agent platform that brings Local Manus to your desktop. With one-click model downloads, seamless closed LLM integration, and offline-first RAG knowledge bases, ARGO becomes a DeepResearch powerhouse for autonomous thinking, task planning, and 100% of your data stays locally. Support Win/Mac/Docker.
pdf-reader-mcp
SylphxAI
📄 Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage
sentry-mcp
getsentry
An MCP server for interacting with Sentry via LLMs.
mcp-gateway-registry
agentic-community
Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding assistants. Transform scattered MCP server chaos into governed, auditable tool access with Keycloak/Entra integration.
flux-operator
controlplaneio-fluxcd
GitOps on Autopilot Mode
stealth-browser-mcp
vibheksoni
The only browser automation that bypasses anti-bot systems. AI writes network hooks, clones UIs pixel-perfect via simple chat.
mcp-security-hub
FuzzingLabs
A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and more.
mcp-remote-macos-use
baryhuang
The only general AI agent that does NOT requires extra API key, giving you full control on your local and remote MacOs from Claude Desktop App
CoexistAI
SPThole
CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mapping tools—all with simple MCP tool calls or API calls or Python functions.
docker-mcp
QuantGeekDev
A docker MCP Server (modelcontextprotocol)
prometheus-mcp-server
pab1it0
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
nexus
Nexus-Router
Govern & Secure your AI
mcp
cloudflare
MCP server for the Cloudflare API
mcp-for-argocd
argoproj-labs
An implementation of Model Context Protocol (MCP) server for Argo CD.
mcp-youtube-transcript
jkawamoto
MCP server retrieving transcripts of YouTube videos
mcp-server-azure-devops
Tiberriver256
An MCP server for Azure DevOps
iam-policy-autopilot
awslabs
IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies that you can refine as your application evolves. This tool is available as a command-line utility and MCP server for use within AI coding assistants for quickly building IAM policies.
boltmcp
boltmcp
boltmcp — MCP server.
gptr-mcp
assafelovic
MCP server for enabling LLM applications to perform deep research via the MCP protocol
redd-archiver
19-84
A PostgreSQL-backed archive generator that creates browsable HTML archives from link aggregator platforms including Reddit, Voat, and Ruqqus.
mcp-server-code-execution-mode
elusznik
An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP tool definitions context bloat.
deepseek-mcp-server
DMontgomery40
Model Context Protocol server for DeepSeek's advanced language models
mcp-manager
amxv
simple web ui to manage mcp (model context protocol) servers in the claude app
ultra-mcp
RealMikeChong
100x Your Claude Code, Gemini CLI, Cursor and/or any coding tools with MCP client support
MARM-Systems
Lyellr88
Turn AI into a persistent, memory-powered collaborator. Universal MCP Server (supports HTTP, STDIO, and WebSocket) enabling cross-platform AI memory, multi-agent coordination, and context sharing. Built with MARM protocol for structured reasoning that evolves with your work.
MCP-Defender
MCP-Defender
Desktop app that automatically scans and blocks malicious MCP traffic in AI apps like Cursor, Claude, VS Code and Windsurf.
Lambda-MCP-Server
mikegc-aws
Creates a simple MCP tool server with "streaming" HTTP.
mindmap-mcp-server
YuChenSSR
mindmap, mcp server, artifact
k8s-mcp-server
alexei-led
K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI systems to assist with cluster management, troubleshooting, and deployments
YourMemory
sachitrafa
Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.
mcpproxy-go
smart-mcp-proxy
Supercharge AI Agents, Safely
drawio2go
Menghuan1918
A modern DrawIO editor application. AI-Powered, Human-AI Collaboration | AI 加持，人机共绘drawio
gcp-mcp
eniayomi
A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your Google Cloud Platform environment. This allows for natural language querying and management of your GCP resources during conversations.
MCP-Checklists
MCP-Manager
MCP-Checklists — MCP server.
aws-mcp-server
alexei-led
A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management.
mcp-agent-langchainjs
Azure-Samples
Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integration to order burgers from a burger restaurant
superset-mcp
aptro
connect to 50+ data stores via superset mcp server. Can use with open ai agent sdk, Claude app, cursor, windsurf
Wazuh-MCP-Server
gensecaihq
AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to ask security questions in plain English. Faster threat detection, incident triage, and compliance checks with real-time monitoring and anomaly spotting. Production-ready MCP server for conversational SOC workflows.
Axon.MCP.Server
ali-kamali
Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGravity, and MCP-enabled assistants
turbo-flow
marcuspat
Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Instances, Github Codespaces, Google Cloud Shell, and more! Features 600+ AI subagents, Claude Flow, SPARC methodology, and automatic context loading! Deploy intelligent multi-agent swarms, coordinate autonomous workflows.
eShopLite
Azure-Samples
eShopLite is a set of reference .NET applications implementing an eCommerce site with features like Semantic Search, MCP, Reasoning models and more.
structurizr
structurizr
Structurizr is a "models as code" tool designed for the C4 model.
mcp-apache-spark-history-server
kubeflow
MCP Server and CLI for Apache Spark History Server. Debug Spark applications from AI agents, scripts, or the terminal.
mcp-crash-course
emarco177
Hands-on crash course for the Model Context Protocol (MCP) with project-based branches on Streamable-HTTP, LangChain adapters, and Docker.
spotinfo
alexei-led
CLI for exploring AWS EC2 Spot inventory. Inspect AWS Spot instance types, saving, price, and interruption frequency.
netbox-mcp-server
netboxlabs
Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs
k8s-mcp-server
reza-gholizade
Manage Your Kubernetes Cluster with k8s mcp-server
openclaw-mcp
freema
🦞 MCP server for OpenClaw - secure bridge between Claude.ai and your self-hosted OpenClaw assistant with OAuth2 authentication
mcp-memory
Puliczek
🔥🖥️ MCP Memory is a MCP Server that gives MCP Clients (Cursor, Claude, Windsurf and more) the ability to remember information about users (preferences, behaviors) across conversations.
aks-mcp
Azure
A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and AKS.
aws-cost-explorer-mcp-server
aarora79
MCP server for understanding AWS spend
template-repo
AndrewAltimit
Agent orchestration & security template featuring MCP tool building, agent2agent workflows, mechanistic interpretability on sleeper agents, and agent integration via CLI wrappers
mcp-local-rag
nkapila6
"primitive" RAG-like web search model context protocol (MCP) server that runs locally. ✨ no APIs ✨
Pare
Dave-London
Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.
MySearch-Proxy
skernelx
Unified search MCP, proxy console, and skill for Tavily, Firecrawl, and Social / X.
agenticmail
agenticmail
Email & SMS infrastructure for AI agents — send and receive real email and text messages programmatically
sandbox-mcp
pottekkat
A Model Context Protocol (MCP) server that enables LLMs to run ANY code safely in isolated Docker containers.
pullmd
AeternaLabsHQ
Self-hosted URL-to-Markdown service for humans and AI agents. PWA + REST + MCP + Claude Code skill, with Reddit support and refreshable share links.
pluggedin-app
VeriTeknik
The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP) servers—bringing together AI tools, workspaces, prompts, and logs from multiple MCP sources (Claude, Cursor, etc.) under one roof.
creative-ad-agent
DV0x
Multi-agent system for generating Meta/Instagram ad creatives using Claude SDK and Nano Banana MCP
awesome-mcp-servers-devops
WagnerAgent
A curated, DevOps-focused list of Model Context Protocol (MCP) servers—covering source control, IaC, Kubernetes, CI/CD, cloud, observability, security, and collaboration—with a bias toward maintained, production-ready integrations.
junos-mcp-server
Juniper
This is a Junos Model Context Protocol (MCP) Server project that provides a bridge between MCP-compatible clients (like Claude Desktop) and Juniper Junos network devices.
mcp-breach-to-fix-labs
PawelKozy
Hands-on MCP security lab: 10 real incidents reproduced with vulnerable/secure MCP servers, pytest regressions, and Claude/Cursor battle-tested exploit walkthroughs
mcp-server-any-openapi
baryhuang
A MCP server that enables Claude to discover and call any API endpoint through semantic search. Intelligently chunks OpenAPI specifications to handle large API documentation, with built-in request execution capabilities. Perfect for integrating private APIs with Claude Desktop.
mcp-gopls
hloiseau
Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, tests, coverage, and tooling.
gtm-mcp-server
paolobietolini
An MCP server for Google Tag Manager. Connect it to your LLM, authenticate once, and start managing GTM through natural language.
ingero
ingero-io
eBPF-based GPU causal observability agent
Sephera
Reim-developer
Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bundles, and built-in MCP server.
mcp-shell
sonirico
Give hands to AI. MCP server to run shell commands securely, auditably, and on demand.
youtube-connector-mcp
ShellyDeng08
MCP server for YouTube — search videos, channels, playlists, and transcripts. Works with Claude, Cursor, Windsurf, and any MCP client.
OmniMCP
OpenAdaptAI
OmniMCP uses Microsoft OmniParser and Model Context Protocol (MCP) to provide AI models with rich UI context and powerful interaction capabilities.
mcp-openapi-schema-explorer
kadykov
MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resource Templates for client-side exploration.
podman-mcp-server
manusa
Model Context Protocol (MCP) server for container runtimes (Podman and Docker)
clinicaltrialsgov-mcp-server
cyanheads
MCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study details and results, and match patients to eligible trials.
agent-architecture-review-sample
Azure-Samples
The Architecture Review Agent is an open-source AI agent sample that reviews software architectures and generates interactive diagrams automatically.
notebooklm-mcp
roomi-fields
Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude Code, Codex, Cursor, n8n, Zapier, Make.
unraid-mcp
jmagar
Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Supports system info, Docker, VMs, array/parity, notifications, plugins, rclone, and live telemetry.
jimeng-mcp-server
wwwzhouhui
一个为即梦AI打造的MCP服务器，让Claude、Cherry Studio等AI应用直接调用即梦的AI生成能力。基于jimeng-free-api-all开源项目，提供OpenAI兼容接口。 核心功能：文本生成图像（即梦4.0/3.1）、图像合成（多图融合）、文本生成视频（480p-1080p）、图像生成视频（静态转动态）。 支持三种模式：stdio（Claude Desktop）、SSE（Web）、HTTP REST API（跨平台）。Docker一键部署，开箱即用。异步轮询优化，确保长时间任务稳定完成。 需要Python 3.10+和Docker，配置SessionID即可使用，每日免费66积分。适合AI创作者、开发者学习MCP协议。MIT开源，代码透明。
thoughtbox
Kastalien-Research
Thoughtbox is an intention ledger for agents. Evaluate AI's decisions against its decision-making.
touchdesigner-mcp-server
bottobot
TouchDesigner Documentation MCP Server v2.6.1 - FIXED Python API tools! Features 629 operators + 14 tutorials + 69 Python API classes with working get_python_api & search_python_api tools. Zero-configuration setup for VS Code/Codium.
template-mcp-server
redhat-data-and-ai
Production-ready Python template for building MCP servers with FastMCP, FastAPI, OAuth, and OpenShift deployment.
wookstar-claude-plugins
henkisdabro
An opinionated Claude Code Plugin Pack. Skills, Agents, Hooks, MCPs. Examples: Email draft preview assistance & humanisation. Agents for Codex and Gemini "outsourcing". Skills for Google Analytics & Google Tag Manager, Shopify and much more
sample-agentic-ai-web
aws-samples
This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amazon Nova models to create a web automation assistant with tool use, human-in-the-loop interaction, and vision capabilities.
Generative-UI-MCP
op7418
MCP server that teaches AI models to generate interactive visualizations — charts, diagrams, mockups, and more.
roadrecon_mcp_server
atomicchonk
Claude MCP server to perform analysis on ROADrecon data
mcp-zap-server
dtkmn
A Spring Boot application exposing OWASP ZAP as an MCP (Model Context Protocol) server. It lets any MCP‑compatible AI agent (e.g., Claude Desktop, Cursor) orchestrate ZAP actions—spider, active scan, import OpenAPI specs, and generate reports.
MCP-Airflow-API
call518
⚡ Control Apache Airflow with natural language via MCP. Chat with your workflows using Claude, GPT, or any LLM — no REST API calls needed. Supports Airflow 2.x (43 tools) & 3.0+ (45+ tools).
mcp-playground
Elkhn
A Streamlit-based chat app for LLMs with plug-and-play tool support via Model Context Protocol (MCP), powered by LangChain, LangGraph, and Docker.
mcp-server-weibo
qinyuanpei
基于 Model Context Protocol 的微博数据接口服务器 - 实时获取微博用户信息、动态内容、热搜榜单、粉丝关注数据。支持用户搜索、内容搜索、话题分析，为 AI 应用提供完整的微博数据接入方案。
mcp-front
stainless-api
Auth proxy for Model Context Protocol servers - adds authentication to MCP tools for Claude.ai, Claude Code, Cursor, Gemini
fal-mcp-server
raveenb
MCP server for Fal.ai - Generate images, videos, music and audio with Claude
mcp-gateway
theognis1002
Model Context Protocol (MCP) Gateway & Registry - Central hub for managing tools, resources, and prompts for MCP-compatible LLMs. Translates REST APIs into MCP, builds virtual MCP servers with security and observability, and bridges multiple transports (stdio, SSE, streamable HTTP).
golemcore-bot
alexk-dev
Agent Platform for AI-Native Companies
agent-mcp-gateway
roddutra
Provides per-subagent MCP access controls to Claude Code (or any MCP client) across all your MCPs and prevents context window bloat. Loads only 3 tools instead of all your MCP Server's tool definitions. Agents discover tools on-demand, only when needed. Control which servers and individual tools each agent/subagent can access.
NepseAPI-Unofficial
surajrimal07
Unlock Nepal Stock Exchange (NEPSE) data with this powerful unofficial API. Features REST, WebSocket, and a first-of-its-kind Model Context Protocol (MCP) server, enabling AI models like Claude to perform live market analysis with over 20 specialized tools. Strictly for educational and non-commercial use.
DockerMcpServer
jamesburton
A Docker MCP Server built using the ModelContextProtocol NuGet package
modelcontextprotocol_servers
emblem-worlds
Mirror of https://github.com/modelcontextprotocol/servers
modelcontextprotocol
Bina-man
modelcontextprotocol — MCP server.
smallest-ai-mcp
Akshay-Sisodia
Production-grade ModelContextProtocol (MCP) server for the Smallest AI Waves platform. Exposes all Waves TTS and voice cloning features as MCP tools and resources. Ready for deployment.
modelcontextprotocol
AIBlockOfficial
An MCP server for the AIBlock API
ModelContextProtocol
craigcerto
Model Context Protocol Implementation for a Central AI Platform with Hub/Spoke Application Clients
mcp-client-for-azure-functions
tsubakimoto
https://github.com/modelcontextprotocol/csharp-sdk
modelcontextprotocol-servers
adisuryanathan
modelcontextprotocol-servers — MCP server.
my-mcp-servers
keitasunaga
Customized MCP Servers based on modelcontextprotocol/servers
modelcontextprotocol-registry-research
chambridge
Research on the modelcontextprotocol/registry consider the deployment and management aspects in a kubernetes environment.
base44-mcp
maorfr
MCP (ModelContextProtocol) server for https://base44.app
DockerAI_ModelContextProtocol
pibabu
DockerAI_ModelContextProtocol — MCP server.
sample-calculator-mcp-server
dungnt7
Sample codebase to learn about Microsoft's ModelContextProtocol (MCP) framework
mcp-tools-php
kuroneko913
A from-scratch implementation of the ModelContextProtocol to deepen my understanding.
app-service-mcp-app-sample
seligj95
Sample MCP App with interactive weather widget hosted on Azure App Service. Built with ASP.NET Core and the ModelContextProtocol C# SDK.
k8s-sre-agent
AmulThantharate
**KubeSentinel** is a production-grade **Kubernetes SRE Agent** built on the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/). It empowers AI assistants (Claude, Cursor, etc.) with the ability to observe, diagnose, and remediate Kubernetes clusters autonomously and safely.