MCP servers leaderboard.
Servers that expose tools, resources and prompts to any MCP client. Browse all of them at /servers.
| # | Listing | Category | Stars / day | Stars | Since |
|---|---|---|---|---|---|
| 1 | Amazon ECS MCP Server AWS MCP server for deploying and troubleshooting containerised workloads on Amazon ECS.+2 more from this repository | Infrastructure | 17 | 9.8k | Mar 2025 |
| 2 | InstantDB Instant is the best backend for AI-coded apps. You get auth, permissions, storage, presence, and streams — everything you need to ship apps your users will love. | Infrastructure | 14 | 10.5k | Aug 2024 |
| 3 | openstatus Manage monitors, status pages, incidents and maintenances in your openstatus workspace. | Infrastructure | 7.6 | 9.2k | Jun 2023 |
| 4 | Cloudflare MCP Servers Access Cloudflare documentation and services through a collection of remote MCP endpoints. | Infrastructure | 6.4 | 4.4k | Nov 2024 |
| 5 | Kubernetes MCP Server Red Hat maintained MCP server for Kubernetes and OpenShift clusters: pods, resources, logs and Helm. | Infrastructure | 3.6 | 2.1k | Feb 2025 |
| 6 | Terraform MCP Server HashiCorp MCP server that connects agents to Terraform Registry providers, modules and HCP Terraform workflows. | Infrastructure | 2.9 | 1.5k | Apr 2025 |
| 7 | COTAL actions (cotal.ai) Cotal.ai actions: product overview, site search, build log, feedback, Cloud waitlist, updates, calls. | Infrastructure | 2.5 | 307 | Jun 2026 |
| 8 | Cloudbase AI Toolkit Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP. | Infrastructure | 2.3 | 1.1k | May 2025 |
| 9 | Kubectl MCP Server Published in CNCF Landscape: A MCP server for Kubernetes. | Infrastructure | 1.7 | 961 | Mar 2025 |
| 10 | Google Cloud Run Official MCP Server to deploy to Google Cloud Run. | Infrastructure | 1.2 | 631 | May 2025 |
| 11 | K8m 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。. | Infrastructure | 1.2 | 885 | Oct 2024 |
| 12 | Firebase MCP Server MCP server in the Firebase CLI for Firestore, Authentication, Hosting and other Firebase services. | Infrastructure | 1.0 | 4.5k | Dec 2013 |
| 13 | Stack Chan A JavaScript-driven M5Stack-embedded super-kawaii robot. | Infrastructure | 0.9 | 1.7k | Jun 2021 |
| 14 | Fly.io MCP Server MCP server built into flyctl for managing Fly.io apps, machines and volumes from agents. | Infrastructure | 0.7 | 1.7k | Jul 2019 |
| 15 | Tfmcp 🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. | Infrastructure | 0.6 | 373 | Mar 2025 |
| 16 | MCP K8s Go Kubernetes cluster operations through MCP. | Infrastructure | 0.6 | 383 | Dec 2024 |
| 17 | Embedded Debugger MCP MCP server + CLI + Codex/Claude skill for embedded debugging via probe-rs or OpenOCD — ARM Cortex-M, RISC-V, and Xtensa (ESP32), with AI crash diagnosis. | Infrastructure | 0.5 | 198 | Aug 2025 |
| 18 | Render MCP Server Render MCP server for services, deployments, logs and Postgres databases on the Render platform. | Infrastructure | 0.3 | 175 | May 2025 |
| 19 | Esp MCP Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help. | Infrastructure | 0.3 | 158 | Mar 2025 |
| 20 | Logfire Provides access to OpenTelemetry traces and metrics through Logfire. | Infrastructure | 0.3 | 161 | Mar 2025 |
| 21 | DigitalOcean MCP Server DigitalOcean MCP server for App Platform, Droplets, databases and other cloud resources. | Infrastructure | 0.3 | 138 | Apr 2025 |
| 22 | Alibaba Cloud Ops MCP Server Alibaba Cloud MCP server for ECS, monitoring, OSS and other cloud operations. | Infrastructure | 0.2 | 131 | Apr 2025 |
| 23 | AgentRPC A universal RPC layer for AI agents. Connect to any function, any language, any framework, in minutes. | Infrastructure | 0.2 | 135 | Mar 2025 |
| 24 | Byteask Embedded MCP The open-source MCP server behind ByteAsk Embedded Docs: a source-grounded, page-cited evidence-retrieval server for coding agents (Claude Code, Codex, Cursor) that write firmware / driver / protocol. | Infrastructure | 0.2 | 25 | Jun 2026 |
| 25 | Serial MCP Server Rust MCP server and CLI for serial/UART devices, with JSON macro automation and agent skills for repeatable timed workflows. | Infrastructure | 0.2 | 94 | Aug 2025 |
| 26 | Harness Access and interact with Harness platform data, including pipelines, repositories, logs, and artifact registries. | Infrastructure | 0.2 | 105 | May 2025 |
| 27 | Heroku MCP Server Heroku MCP server for managing apps, add-ons, dynos, logs and deployments through the Heroku platform. | Infrastructure | 0.1 | 82 | Mar 2025 |
| 28 | Netlify MCP Server Netlify MCP server for creating, deploying and managing sites and functions from agents. | Infrastructure | 0.1 | 66 | Mar 2025 |
| 29 | Last9 Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster. | Infrastructure | 0.1 | 62 | Mar 2025 |
| 30 | Gnuradiomcp An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF .grc flowcharts. | Infrastructure | 0.1 | 50 | Apr 2025 |
| 31 | DataWorks A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. | Infrastructure | 0.1 | 51 | Mar 2025 |
| 32 | Metoro Query and interact with kubernetes environments monitored by Metoro. | Infrastructure | 0.1 | 51 | Dec 2024 |
| 33 | ScreenshotOne A CLI version of an MCP server for the ScreenshotOne API. | Infrastructure | 0.1 | 38 | Feb 2025 |
| 34 | Opcua MCP An MCP server that connects to OPC UA-enabled industrial systems. | Infrastructure | 0.1 | 30 | Mar 2025 |
| 35 | Inspektor Gadget MCP server Debug your Container and Kubernetes workloads with an AI interface. | Infrastructure | 0.0 | 27 | Apr 2025 |
| 36 | Raygun Give your AI coding assistants access to Raygun so they can investigate, explain, and help resolve errors for you. | Infrastructure | 0.0 | 22 | Nov 2024 |
| 37 | ocireg An MCP (Model Context Protocol) server that provides tools for querying OCI registries and image references. | Infrastructure | 0.0 | 13 | May 2025 |