Cloud & Infrastructure MCP Servers
311 servers for cloud & infrastructure — ranked by real GitHub stars, refreshed continuously, never faked.
# MCP Server Stars
1 
Netdata netdata/netdata Real-time infrastructure monitoring with metrics, logs, alerts, and ML anomaly detection 80k ★ 2 
Puter heyputer/puter Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more. 43k ★ 3 
PostHog posthog/posthog Integrates with PostHog product analytics to query analytics data, manage feature flags, create insights, run experiments, and tra 35k ★ 4 
Coder coder/coder Self-hosted platform for cloud development environments and AI coding agents — define workspaces via Terraform. 14k ★ 5 
AWS Bedrock Knowledge Base Retrieval awslabs/mcp Bridge to access Amazon Bedrock Knowledge Bases. 9.5k ★ 6 
Kubefwd txn2/kubefwd Bulk-forward Kubernetes cluster services for local development with AI assistant integration. 4.1k ★ 7 
Cloudflare AI Gateway cloudflare/mcp-server-cloudflare Cloudflare's AI Gateway allows you to gain visibility and control over your AI apps. By connecting your apps to AI Gateway, you ca 3.9k ★ 8 
Kubernetes containers/kubernetes-mcp-server Manage Kubernetes, with additional support for OpenShift. 1.8k ★ 9 
Testkube kubeshop/testkube Kubernetes-native continuous testing platform providing test orchestration, execution, and analysis 1.6k ★ 10 
Kubernetes Manager flux159/mcp-server-kubernetes Manage Kubernetes cluster resources and deployments. 1.5k ★ 11 
Nx Console nrwl/nx-console Exposes monorepo workspace architecture, generators, tasks, and documentation to language models 1.4k ★ 12 
OASDiff oasdiff/oasdiff Detect breaking changes and generate structured diffs between OpenAPI specifications. 1.3k ★ 13 
Rsdoctor web-infra-dev/rsdoctor Build analysis and optimization recommendations for Rspack projects 1.1k ★ 14 
kubectl rohitg00/kubectl-mcp-server Enables natural language interaction with Kubernetes resources, allowing developers to manage clusters through conversational inte 920 ★ 15 
OpenAPI Proxy janwilmake/openapi-mcp-server Convert OpenAPI specs into usable MCP endpoints. 899 ★ 16 
Google Cloud CLI googleapis/gcloud-mcp Interact with Google Cloud environments using the gcloud CLI through natural language 854 ★ 17 
Docker Compose ckreiling/mcp-server-docker Manage Docker containers, bridged by the Docker SDK for Python. 732 ★ 18 
Flux GitOps controlplaneio-fluxcd/flux-operator Provides a bridge between Kubernetes GitOps operations and Flux CD ecosystem, enabling debugging, resource management, and workflo 714 ★ 19 
wcgw rusiaaman/wcgw Access shell and filesystem in order to automate tasks and run code 667 ★ 20 Cloudflare Workers cloudflare/workers-mcp Enables MCP capabilities in Cloudflare Workers for deploying low-latency, scalable AI services at the network edge. 645 ★ 21 
Google Cloud Run googlecloudplatform/cloud-run-mcp Deploys applications to Google Cloud Run through automated containerization, project setup, and service management with support fo 623 ★ 22 
Mermaid hustcc/mcp-mermaid Generates Mermaid diagrams by accepting Mermaid syntax with customizable themes, background colors, and output formats including P 606 ★ 23 
dbt dbt-labs/dbt-mcp Provides a bridge between dbt (data build tool) resources and natural language interfaces, enabling execution of CLI commands, dis 587 ★ 24 
Argo CD argoproj-labs/mcp-for-argocd Integrates with Argo CD to enable natural language management of Kubernetes GitOps applications, resources, and deployments withou 536 ★ 25 
UniFi sirkirby/unifi-mcp AI-powered management for UniFi Network, Protect, and Access controllers. 533 ★ 26 
Prometheus pab1it0/prometheus-mcp-server Connects AI systems to Prometheus monitoring infrastructure for executing PromQL queries, discovering metrics, and retrieving targ 499 ★ 27 
Docker quantgeekdev/docker-mcp Manage containers and compose stacks through natural language. 496 ★ 28 
Token Optimizer ooples/token-optimizer-mcp Intelligent token optimization achieving 95%+ reduction through caching and compression 442 ★ 29 
Devopness devopness/devopness Deploy applications and infrastructure to any cloud provider in minutes 435 ★ 30 
E2B (TS) e2b-dev/mcp-server Execute code securely in cloud sandboxes. 395 ★ 31 
Kubernetes strowk/mcp-k8s-go Control and monitor K8s clusters for management and debugging. 384 ★ 32 
Azure DevOps tiberriver256/mcp-server-azure-devops Integrates with Azure DevOps to enable AI-driven management of projects, work items, repositories, pull requests, branches, and pi 376 ★ 33 
tfmcp nwiizo/tfmcp Rust-based Terraform infrastructure management server that enables resource listing, configuration validation, and state managemen 370 ★ 34 
IAI codeabra/iai-personal-memory-engine Local long-term memory MCP server for AI coding assistants with three-tier episodic, semantic, and procedural memory storage. 354 ★ 35 
Agent Recall goldentrii/agentrecall-mcp Correction-first agent memory with a precision KPI that tracks whether agents heed warnings, across 5 local-only layers. 307 ★ 36 
Proxmox rekklesna/proxmoxmcp-plus Enables AI systems to manage Proxmox virtualization environments with tools for monitoring nodes, controlling virtual machines, tr 300 ★ 37 
AWS rafalwilinski/aws-mcp Bridges AWS services with the AWS SDK v2, enabling secure access and management of AWS resources for cloud infrastructure and data 295 ★ 38 
Postman postmanlabs/postman-mcp-server Connect AI agents, assistants, and chatbots directly to your APIs on Postman. 282 ★ 39 
Email Server ai-zerolab/mcp-email-server Integrates with email providers to enable sending and receiving emails, automating workflows and managing communications via IMAP 278 ★ 40 
Proxmox canvrno/proxmoxmcp Integrates with Proxmox virtualization environments to enable monitoring and management of virtual machines, containers, storage p 277 ★ 41 
Crosslink hotricenoodles/crosslink Open-source LLM proxy gateway with integrated MCP gateway, supporting multi-provider routing, load balancing, rate limiting, cachi 263 ★ 42 
Azure AI Foundry microsoft-foundry/mcp-foundry Integrates with Microsoft Azure AI Foundry to enable model deployment, experiment tracking, dataset management, and access to Azur 252 ★ 43 Apache ECharts hustcc/mcp-echarts Generates interactive charts and visualizations by accepting ECharts configuration JSON with customizable dimensions, themes, and 249 ★ 44 
Shodh Memory varun29ankus/shodh-memory Persistent AI memory with semantic search and Hebbian learning 230 ★ 45 
Backlog nulab/backlog-mcp-server Integrates with Backlog project management platform to enable direct management of projects, issues, wikis, git repositories, pull 215 ★ 46 
Railway railwayapp/railway-mcp-server Integrates with Railway's platform and CLI to enable deployment, service management, environment configuration, and infrastructure 194 ★ 47 
OpenAPI Swagger Converter ckanthony/openapi-mcp Automatically converts Swagger/OpenAPI specifications into toolsets, enabling interaction with any API without additional coding t 188 ★ 48 
AWS CLI alexei-led/cloud-mcp-server Provides a lightweight bridge to AWS CLI, enabling command documentation retrieval and execution with Unix pipe support using exis 185 ★ 49 
Ollama rawveg/ollama-mcp Integrates Ollama's local LLM models with MCP-compatible applications, enabling on-premise AI processing and custom model deployme 168 ★ 50 
Langfuse Prompt Management langfuse/mcp-server-langfuse Manages prompts in Langfuse with version control, label management, and support for both text and chat prompt formats. 167 ★ 51 
Make integromat/make-mcp-server Connects AI systems to Make automation workflows, enabling assistants to trigger scenarios with parameters and receive structured 164 ★ 52 
Hopx hopx-ai/mcp Execute code in isolated cloud containers 156 ★ 53 
Vouch vouchdev/vouch Git-native, review-gated knowledge base for LLM agents. Cited retrieval, audited writes. 155 ★ 54 
MetaMCP metatool-ai/mcp-server-metamcp Centralizes management of multiple AI services, providing secure API key handling and unified access for streamlined interactions 153 ★ 55 
HomeLab Monitor sikamikanikobg/homelab-monitor Self-hosted homelab dashboard with a built-in read-only MCP server exposing 12 tools for hosts, Docker, GPU, and services. 151 ★ 56 
SystemPrompt Code Orchestrator systempromptio/systemprompt-code-orchestrator Orchestrates Claude Code CLI and Gemini CLI sessions to perform complex coding tasks through unified task management, agent coordi 142 ★ 57 
Ignite UI igniteui/igniteui-cli Official MCP server for Ignite UI providing documentation access, GitHub API integration, and CLI component scaffolding. 135 ★ 58 
AgentRPC agentrpc/agentrpc A universal RPC layer for AI agents. Connect to any function, any language, any framework, in minutes. 133 ★ 59 
Mockd getmockd/mockd Multi-protocol API mock server supporting HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, and SOAP. 132 ★ 60 
GTM Editor sprawz/gtm-mcp-server Manage Google Tag Manager containers, tags, triggers, variables, and publishing through natural language. 131 ★ 61 
Hostinger API hostinger/api-mcp-server Integrates with Hostinger's hosting platform to enable domain registration and DNS management, VPS creation and configuration, fir 129 ★ 62 
AWS Resource Manager rishikavikondala/mcp-server-aws Manage AWS S3 and DynamoDB resources. 128 ★ 63 
AWS Cost Explorer and Bedrock Usage Analytics aarora79/aws-cost-explorer-mcp-server Integrates with AWS Cost Explorer and CloudWatch to analyze cloud spending patterns and Bedrock model usage statistics for detaile 127 ★ 64 
SAP OData (BTP) lemaiwo/btp-sap-odata-to-mcp-server Integrates with SAP OData services on Business Technology Platform to enable CRUD operations on SAP business data through automati 127 ★ 65 
Hetzner Cloud dkruyt/mcp-hetzner Integrates with Hetzner Cloud API to enable management of cloud infrastructure resources including servers, volumes, firewalls, an 126 ★ 66 
Azure API Management Gateway with Entra ID Authentication azure-samples/remote-mcp-apim-functions-python Secures remote AI servers using Azure API Management as a gateway with Microsoft Entra ID authentication, enabling enterprise-grad 124 ★ 67 
Codemode jx-codes/codemode-mcp Replaces traditional tool calling with a code execution approach where assistants write TypeScript/JavaScript that makes HTTP requ 121 ★ 68 
DigitalOcean digitalocean-labs/mcp-digitalocean Enables AI to manage DigitalOcean cloud infrastructure by providing access to account information, droplets, domains, firewalls, a 120 ★ 69 
Chronulus AI Forecasting chronulusai/chronulus-mcp Integrates with Chronulus AI's forecasting API to enable time series analysis, prediction generation, and visualization of forecas 111 ★ 70 
AWS Lambda danilop/mcp2lambda Enables LLMs to interact with AWS Lambda functions, providing access to private resources, AWS services, and Lambda's capabilities 110 ★ 71 
Twilio API twilio-labs/mcp Integrates with Twilio's API ecosystem to enable messaging, voice, conversations, and serverless functions through authenticated a 108 ★ 72 
Notion Local Operations catoncat/notion-local-ops-mcp Gives Notion's custom AI agent access to local file operations, shell commands, and Git workflows through 18+ tools via a cloudfla 99 ★ 73 
WeCom loonghao/wecom-bot-mcp-server Integrates WeCom (WeChat Work) bot functionality for enterprise messaging, notifications, and interactive chatbots. 98 ★ 74 
Octopus Deploy octopusdeploy/mcp-server Official Octopus Deploy integration providing 35+ tools for deployment management, infrastructure monitoring, release tracking, an 98 ★ 75 
Flow Nexus ruvnet/flow-nexus Cloud-powered agentic platform with multi-agent swarms, sandboxes, and workflow automation 96 ★ 76 
Lara Translate translated/lara-mcp Bridges to the Lara Translation API for accurate, context-aware text translations between languages with automatic language detect 94 ★ 77 
Gemini Bridge elyin/gemini-bridge Bridges Claude with Google's Gemini AI through the official Gemini CLI, enabling direct queries and file-based context sharing bet 93 ★ 78 
Yingdao RPA ying-dao/yingdao_mcp_server Bridges AI with Yingdao RPA platform to automate business processes through local and cloud-based robotic process automation appli 92 ★ 79 
WeChat DevTools watertian/wechat-devtools-mcp Automate WeChat Mini Program development and testing through the WeChat DevTools CLI. 92 ★ 80 
Paper Format Agent zxyasfas/paper_format_agent A local-first DOCX formatter for academic papers with a content-integrity fingerprint guard. 88 ★ 81 
CircleCI circleci-public/mcp-server-circleci Enables agents to talk to CircleCI. Fetch build failure logs to fix issues. 86 ★ 82 
ROS 2 wise-vision/ros2_mcp Bridges ROS 2 robotics systems with conversational interfaces, enabling topic publishing, service calling, message subscription, a 83 ★ 83 
Vantage Cloud Cost Management vantage-sh/vantage-mcp-server Provides real-time cloud cost management data across multiple providers (AWS, Azure, etc.) for analyzing spending patterns, tracki 82 ★ 84 
DebuggAI debugg-ai/debugg-ai-mcp Provides zero-configuration end-to-end testing for web applications by creating secure tunnels to local development servers and sp 81 ★ 85 
Kokoro TTS mberg/kokoro-tts-mcp Converts text to speech using the Kokoro TTS engine with configurable voices, speeds, and languages, supporting both local storage 81 ★ 86 
DigitalOcean digitalocean/digitalocean-mcp Integrates with DigitalOcean's cloud platform API to enable management of cloud resources, deployment of applications, and monitor 80 ★ 87 
RoBrain adelinamart/robrain RoBrain is shared decision memory that stops AI coding agents from re-proposing rejected approaches. 80 ★ 88 
Poke Gate f/poke-gate Tunnel local machine access to the Poke AI assistant via MCP over WebSocket. 80 ★ 89 
Azure DevOps vortiago/mcp-azure-devops Integrates with Azure DevOps services to enable natural language interactions for querying work items, retrieving project informat 79 ★ 90 
SSH aiondadotcom/mcp-ssh Provides secure remote server management capabilities through SSH connections, automatically discovering hosts from SSH configurat 79 ★ 91 
pyATS Network Automation automateyournetwork/pyats_mcp Provides a containerized bridge between AI and Cisco network devices through the pyATS automation framework, enabling device confi 76 ★ 92 
Vercel API smileycointools/smileyco.in Integrates with Vercel's platform to manage deployments, DNS records, domains, projects, and environment variables through natural 75 ★ 93 
StackOne Connectors (Disco.dev) stackonehq/mcp-connectors Monorepo containing MCP connectors for various third-party services like GitHub, Slack, Linear, Notion, and AWS with an automated 74 ★ 94 
ipybox gradion-ai/ipybox Provides secure Python code execution in Docker containers with stateful IPython kernels, real-time output streaming, file operati 73 ★ 95 
PagerDuty pagerduty/pagerduty-mcp-server Integrates with PagerDuty's incident management platform to provide tools for managing incidents, services, teams, users, schedule 73 ★ 96 
Slack zencoderai/slack-mcp-server Integrates with Slack workspaces to enable complete messaging operations including channel management, message posting, thread rep 72 ★ 97 
Linear iceener/linear-streamable-mcp-server Integrates with Linear project management platform using OAuth2 authentication to provide comprehensive issue, project, team, comm 71 ★ 98 
Sketch Context jshmllr/sketch-context-mcp Bridges Sketch design files with development workflows through dual-component architecture, enabling file parsing, component extra 71 ★ 99 
Email codefuturist/email-mcp Full-featured IMAP/SMTP email client with multi-account support, scheduling, IMAP IDLE real-time watching, and AI-powered triage. 70 ★ 100 
SiYuan xgq18237/siyuan_mcp_server Integrates with SiYuan note-taking application to enable complete knowledge management operations including note creation, editing 69 ★
Netdata netdata/netdata Real-time infrastructure monitoring with metrics, logs, alerts, and ML anomaly detection 80k ★ 2 Puter heyputer/puter Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more. 43k ★ 3 PostHog posthog/posthog Integrates with PostHog product analytics to query analytics data, manage feature flags, create insights, run experiments, and tra 35k ★ 4 Coder coder/coder Self-hosted platform for cloud development environments and AI coding agents — define workspaces via Terraform. 14k ★ 5 AWS Bedrock Knowledge Base Retrieval awslabs/mcp Bridge to access Amazon Bedrock Knowledge Bases. 9.5k ★ 6 Kubefwd txn2/kubefwd Bulk-forward Kubernetes cluster services for local development with AI assistant integration. 4.1k ★ 7 Cloudflare AI Gateway cloudflare/mcp-server-cloudflare Cloudflare's AI Gateway allows you to gain visibility and control over your AI apps. By connecting your apps to AI Gateway, you ca 3.9k ★ 8 Kubernetes containers/kubernetes-mcp-server Manage Kubernetes, with additional support for OpenShift. 1.8k ★ 9 Testkube kubeshop/testkube Kubernetes-native continuous testing platform providing test orchestration, execution, and analysis 1.6k ★ 10 Kubernetes Manager flux159/mcp-server-kubernetes Manage Kubernetes cluster resources and deployments. 1.5k ★ 11 Nx Console nrwl/nx-console Exposes monorepo workspace architecture, generators, tasks, and documentation to language models 1.4k ★ 12 OASDiff oasdiff/oasdiff Detect breaking changes and generate structured diffs between OpenAPI specifications. 1.3k ★ 13 Rsdoctor web-infra-dev/rsdoctor Build analysis and optimization recommendations for Rspack projects 1.1k ★ 14 kubectl rohitg00/kubectl-mcp-server Enables natural language interaction with Kubernetes resources, allowing developers to manage clusters through conversational inte 920 ★ 15 OpenAPI Proxy janwilmake/openapi-mcp-server Convert OpenAPI specs into usable MCP endpoints. 899 ★ 16 Google Cloud CLI googleapis/gcloud-mcp Interact with Google Cloud environments using the gcloud CLI through natural language 854 ★ 17 Docker Compose ckreiling/mcp-server-docker Manage Docker containers, bridged by the Docker SDK for Python. 732 ★ 18 Flux GitOps controlplaneio-fluxcd/flux-operator Provides a bridge between Kubernetes GitOps operations and Flux CD ecosystem, enabling debugging, resource management, and workflo 714 ★ 19 wcgw rusiaaman/wcgw Access shell and filesystem in order to automate tasks and run code 667 ★ 20 Cloudflare Workers cloudflare/workers-mcp Enables MCP capabilities in Cloudflare Workers for deploying low-latency, scalable AI services at the network edge. 645 ★ 21 Google Cloud Run googlecloudplatform/cloud-run-mcp Deploys applications to Google Cloud Run through automated containerization, project setup, and service management with support fo 623 ★ 22 Mermaid hustcc/mcp-mermaid Generates Mermaid diagrams by accepting Mermaid syntax with customizable themes, background colors, and output formats including P 606 ★ 23 dbt dbt-labs/dbt-mcp Provides a bridge between dbt (data build tool) resources and natural language interfaces, enabling execution of CLI commands, dis 587 ★ 24 Argo CD argoproj-labs/mcp-for-argocd Integrates with Argo CD to enable natural language management of Kubernetes GitOps applications, resources, and deployments withou 536 ★ 25 UniFi sirkirby/unifi-mcp AI-powered management for UniFi Network, Protect, and Access controllers. 533 ★ 26 Prometheus pab1it0/prometheus-mcp-server Connects AI systems to Prometheus monitoring infrastructure for executing PromQL queries, discovering metrics, and retrieving targ 499 ★ 27 Docker quantgeekdev/docker-mcp Manage containers and compose stacks through natural language. 496 ★ 28 Token Optimizer ooples/token-optimizer-mcp Intelligent token optimization achieving 95%+ reduction through caching and compression 442 ★ 29 Devopness devopness/devopness Deploy applications and infrastructure to any cloud provider in minutes 435 ★ 30 E2B (TS) e2b-dev/mcp-server Execute code securely in cloud sandboxes. 395 ★ 31 Kubernetes strowk/mcp-k8s-go Control and monitor K8s clusters for management and debugging. 384 ★ 32 Azure DevOps tiberriver256/mcp-server-azure-devops Integrates with Azure DevOps to enable AI-driven management of projects, work items, repositories, pull requests, branches, and pi 376 ★ 33 tfmcp nwiizo/tfmcp Rust-based Terraform infrastructure management server that enables resource listing, configuration validation, and state managemen 370 ★ 34 IAI codeabra/iai-personal-memory-engine Local long-term memory MCP server for AI coding assistants with three-tier episodic, semantic, and procedural memory storage. 354 ★ 35 Agent Recall goldentrii/agentrecall-mcp Correction-first agent memory with a precision KPI that tracks whether agents heed warnings, across 5 local-only layers. 307 ★ 36 Proxmox rekklesna/proxmoxmcp-plus Enables AI systems to manage Proxmox virtualization environments with tools for monitoring nodes, controlling virtual machines, tr 300 ★ 37 AWS rafalwilinski/aws-mcp Bridges AWS services with the AWS SDK v2, enabling secure access and management of AWS resources for cloud infrastructure and data 295 ★ 38 Postman postmanlabs/postman-mcp-server Connect AI agents, assistants, and chatbots directly to your APIs on Postman. 282 ★ 39 Email Server ai-zerolab/mcp-email-server Integrates with email providers to enable sending and receiving emails, automating workflows and managing communications via IMAP 278 ★ 40 Proxmox canvrno/proxmoxmcp Integrates with Proxmox virtualization environments to enable monitoring and management of virtual machines, containers, storage p 277 ★ 41 Crosslink hotricenoodles/crosslink Open-source LLM proxy gateway with integrated MCP gateway, supporting multi-provider routing, load balancing, rate limiting, cachi 263 ★ 42 Azure AI Foundry microsoft-foundry/mcp-foundry Integrates with Microsoft Azure AI Foundry to enable model deployment, experiment tracking, dataset management, and access to Azur 252 ★ 43 Apache ECharts hustcc/mcp-echarts Generates interactive charts and visualizations by accepting ECharts configuration JSON with customizable dimensions, themes, and 249 ★ 44 Shodh Memory varun29ankus/shodh-memory Persistent AI memory with semantic search and Hebbian learning 230 ★ 45 Backlog nulab/backlog-mcp-server Integrates with Backlog project management platform to enable direct management of projects, issues, wikis, git repositories, pull 215 ★ 46 Railway railwayapp/railway-mcp-server Integrates with Railway's platform and CLI to enable deployment, service management, environment configuration, and infrastructure 194 ★ 47 OpenAPI Swagger Converter ckanthony/openapi-mcp Automatically converts Swagger/OpenAPI specifications into toolsets, enabling interaction with any API without additional coding t 188 ★ 48 AWS CLI alexei-led/cloud-mcp-server Provides a lightweight bridge to AWS CLI, enabling command documentation retrieval and execution with Unix pipe support using exis 185 ★ 49 Ollama rawveg/ollama-mcp Integrates Ollama's local LLM models with MCP-compatible applications, enabling on-premise AI processing and custom model deployme 168 ★ 50 Langfuse Prompt Management langfuse/mcp-server-langfuse Manages prompts in Langfuse with version control, label management, and support for both text and chat prompt formats. 167 ★ 51 Make integromat/make-mcp-server Connects AI systems to Make automation workflows, enabling assistants to trigger scenarios with parameters and receive structured 164 ★ 52 Hopx hopx-ai/mcp Execute code in isolated cloud containers 156 ★ 53 Vouch vouchdev/vouch Git-native, review-gated knowledge base for LLM agents. Cited retrieval, audited writes. 155 ★ 54 MetaMCP metatool-ai/mcp-server-metamcp Centralizes management of multiple AI services, providing secure API key handling and unified access for streamlined interactions 153 ★ 55 HomeLab Monitor sikamikanikobg/homelab-monitor Self-hosted homelab dashboard with a built-in read-only MCP server exposing 12 tools for hosts, Docker, GPU, and services. 151 ★ 56 SystemPrompt Code Orchestrator systempromptio/systemprompt-code-orchestrator Orchestrates Claude Code CLI and Gemini CLI sessions to perform complex coding tasks through unified task management, agent coordi 142 ★ 57 Ignite UI igniteui/igniteui-cli Official MCP server for Ignite UI providing documentation access, GitHub API integration, and CLI component scaffolding. 135 ★ 58 AgentRPC agentrpc/agentrpc A universal RPC layer for AI agents. Connect to any function, any language, any framework, in minutes. 133 ★ 59 Mockd getmockd/mockd Multi-protocol API mock server supporting HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, and SOAP. 132 ★ 60 GTM Editor sprawz/gtm-mcp-server Manage Google Tag Manager containers, tags, triggers, variables, and publishing through natural language. 131 ★ 61 Hostinger API hostinger/api-mcp-server Integrates with Hostinger's hosting platform to enable domain registration and DNS management, VPS creation and configuration, fir 129 ★ 62 AWS Resource Manager rishikavikondala/mcp-server-aws Manage AWS S3 and DynamoDB resources. 128 ★ 63 AWS Cost Explorer and Bedrock Usage Analytics aarora79/aws-cost-explorer-mcp-server Integrates with AWS Cost Explorer and CloudWatch to analyze cloud spending patterns and Bedrock model usage statistics for detaile 127 ★ 64 SAP OData (BTP) lemaiwo/btp-sap-odata-to-mcp-server Integrates with SAP OData services on Business Technology Platform to enable CRUD operations on SAP business data through automati 127 ★ 65 Hetzner Cloud dkruyt/mcp-hetzner Integrates with Hetzner Cloud API to enable management of cloud infrastructure resources including servers, volumes, firewalls, an 126 ★ 66 Azure API Management Gateway with Entra ID Authentication azure-samples/remote-mcp-apim-functions-python Secures remote AI servers using Azure API Management as a gateway with Microsoft Entra ID authentication, enabling enterprise-grad 124 ★ 67 Codemode jx-codes/codemode-mcp Replaces traditional tool calling with a code execution approach where assistants write TypeScript/JavaScript that makes HTTP requ 121 ★ 68 DigitalOcean digitalocean-labs/mcp-digitalocean Enables AI to manage DigitalOcean cloud infrastructure by providing access to account information, droplets, domains, firewalls, a 120 ★ 69 Chronulus AI Forecasting chronulusai/chronulus-mcp Integrates with Chronulus AI's forecasting API to enable time series analysis, prediction generation, and visualization of forecas 111 ★ 70 AWS Lambda danilop/mcp2lambda Enables LLMs to interact with AWS Lambda functions, providing access to private resources, AWS services, and Lambda's capabilities 110 ★ 71 Twilio API twilio-labs/mcp Integrates with Twilio's API ecosystem to enable messaging, voice, conversations, and serverless functions through authenticated a 108 ★ 72 Notion Local Operations catoncat/notion-local-ops-mcp Gives Notion's custom AI agent access to local file operations, shell commands, and Git workflows through 18+ tools via a cloudfla 99 ★ 73 WeCom loonghao/wecom-bot-mcp-server Integrates WeCom (WeChat Work) bot functionality for enterprise messaging, notifications, and interactive chatbots. 98 ★ 74 Octopus Deploy octopusdeploy/mcp-server Official Octopus Deploy integration providing 35+ tools for deployment management, infrastructure monitoring, release tracking, an 98 ★ 75 Flow Nexus ruvnet/flow-nexus Cloud-powered agentic platform with multi-agent swarms, sandboxes, and workflow automation 96 ★ 76 Lara Translate translated/lara-mcp Bridges to the Lara Translation API for accurate, context-aware text translations between languages with automatic language detect 94 ★ 77 Gemini Bridge elyin/gemini-bridge Bridges Claude with Google's Gemini AI through the official Gemini CLI, enabling direct queries and file-based context sharing bet 93 ★ 78 Yingdao RPA ying-dao/yingdao_mcp_server Bridges AI with Yingdao RPA platform to automate business processes through local and cloud-based robotic process automation appli 92 ★ 79 WeChat DevTools watertian/wechat-devtools-mcp Automate WeChat Mini Program development and testing through the WeChat DevTools CLI. 92 ★ 80 Paper Format Agent zxyasfas/paper_format_agent A local-first DOCX formatter for academic papers with a content-integrity fingerprint guard. 88 ★ 81 CircleCI circleci-public/mcp-server-circleci Enables agents to talk to CircleCI. Fetch build failure logs to fix issues. 86 ★ 82 ROS 2 wise-vision/ros2_mcp Bridges ROS 2 robotics systems with conversational interfaces, enabling topic publishing, service calling, message subscription, a 83 ★ 83 Vantage Cloud Cost Management vantage-sh/vantage-mcp-server Provides real-time cloud cost management data across multiple providers (AWS, Azure, etc.) for analyzing spending patterns, tracki 82 ★ 84 DebuggAI debugg-ai/debugg-ai-mcp Provides zero-configuration end-to-end testing for web applications by creating secure tunnels to local development servers and sp 81 ★ 85 Kokoro TTS mberg/kokoro-tts-mcp Converts text to speech using the Kokoro TTS engine with configurable voices, speeds, and languages, supporting both local storage 81 ★ 86 DigitalOcean digitalocean/digitalocean-mcp Integrates with DigitalOcean's cloud platform API to enable management of cloud resources, deployment of applications, and monitor 80 ★ 87 RoBrain adelinamart/robrain RoBrain is shared decision memory that stops AI coding agents from re-proposing rejected approaches. 80 ★ 88 Poke Gate f/poke-gate Tunnel local machine access to the Poke AI assistant via MCP over WebSocket. 80 ★ 89 Azure DevOps vortiago/mcp-azure-devops Integrates with Azure DevOps services to enable natural language interactions for querying work items, retrieving project informat 79 ★ 90 SSH aiondadotcom/mcp-ssh Provides secure remote server management capabilities through SSH connections, automatically discovering hosts from SSH configurat 79 ★ 91 pyATS Network Automation automateyournetwork/pyats_mcp Provides a containerized bridge between AI and Cisco network devices through the pyATS automation framework, enabling device confi 76 ★ 92 Vercel API smileycointools/smileyco.in Integrates with Vercel's platform to manage deployments, DNS records, domains, projects, and environment variables through natural 75 ★ 93 StackOne Connectors (Disco.dev) stackonehq/mcp-connectors Monorepo containing MCP connectors for various third-party services like GitHub, Slack, Linear, Notion, and AWS with an automated 74 ★ 94 ipybox gradion-ai/ipybox Provides secure Python code execution in Docker containers with stateful IPython kernels, real-time output streaming, file operati 73 ★ 95 PagerDuty pagerduty/pagerduty-mcp-server Integrates with PagerDuty's incident management platform to provide tools for managing incidents, services, teams, users, schedule 73 ★ 96 Slack zencoderai/slack-mcp-server Integrates with Slack workspaces to enable complete messaging operations including channel management, message posting, thread rep 72 ★ 97 Linear iceener/linear-streamable-mcp-server Integrates with Linear project management platform using OAuth2 authentication to provide comprehensive issue, project, team, comm 71 ★ 98 Sketch Context jshmllr/sketch-context-mcp Bridges Sketch design files with development workflows through dual-component architecture, enabling file parsing, component extra 71 ★ 99 Email codefuturist/email-mcp Full-featured IMAP/SMTP email client with multi-account support, scheduling, IMAP IDLE real-time watching, and AI-powered triage. 70 ★ 100 SiYuan xgq18237/siyuan_mcp_server Integrates with SiYuan note-taking application to enable complete knowledge management operations including note creation, editing 69 ★ Showing the top 100 of 311 — browse and filter all mcp servers.
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What are the best cloud & infrastructure servers for coding agents?
Ranked by GitHub stars, the current top cloud & infrastructure servers are: Netdata (80k ★), Puter (43k ★), PostHog (35k ★), Coder (14k ★), AWS Bedrock Knowledge Base Retrieval (9.5k ★).
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Add the server to your MCP client — for example: claude mcp add --transport http netdata-netdata https://app.netdata.cloud/api/v1/mcp. Every MCP server page shows its exact install command.
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