MCP servers leaderboard.
Servers that expose tools, resources and prompts to any MCP client. Browse all of them at /servers.
| # | Listing | Category | Stars | Forks | Last push |
|---|---|---|---|---|---|
| 1 | 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 | 10.5k | 415 | Sep 28, 2026 |
| 2 | Amazon ECS MCP Server AWS MCP server for deploying and troubleshooting containerised workloads on Amazon ECS.+2 more from this repository | Infrastructure | 9.8k | 1.8k | Oct 4, 2026 |
| 3 | openstatus Manage monitors, status pages, incidents and maintenances in your openstatus workspace. | Infrastructure | 9.2k | 785 | Oct 3, 2026 |
| 4 | Firebase MCP Server MCP server in the Firebase CLI for Firestore, Authentication, Hosting and other Firebase services. | Infrastructure | 4.5k | 1.3k | Oct 4, 2026 |
| 5 | Cloudflare MCP Servers Access Cloudflare documentation and services through a collection of remote MCP endpoints. | Infrastructure | 4.4k | 545 | Oct 1, 2026 |
| 6 | Kubernetes MCP Server Red Hat maintained MCP server for Kubernetes and OpenShift clusters: pods, resources, logs and Helm. | Infrastructure | 2.1k | 447 | Oct 2, 2026 |
| 7 | Stack Chan A JavaScript-driven M5Stack-embedded super-kawaii robot. | Infrastructure | 1.7k | 232 | Oct 4, 2026 |
| 8 | Fly.io MCP Server MCP server built into flyctl for managing Fly.io apps, machines and volumes from agents. | Infrastructure | 1.7k | 317 | Oct 5, 2026 |
| 9 | Terraform MCP Server HashiCorp MCP server that connects agents to Terraform Registry providers, modules and HCP Terraform workflows. | Infrastructure | 1.5k | 200 | Oct 5, 2026 |
| 10 | Cloudbase AI Toolkit Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP. | Infrastructure | 1.1k | 147 | Oct 5, 2026 |
| 11 | Kubectl MCP Server Published in CNCF Landscape: A MCP server for Kubernetes. | Infrastructure | 961 | 185 | Apr 8, 2026 |
| 12 | 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 | 885 | 160 | Oct 3, 2026 |
| 13 | Google Cloud Run Official MCP Server to deploy to Google Cloud Run. | Infrastructure | 631 | 123 | Sep 29, 2026 |
| 14 | MCP K8s Go Kubernetes cluster operations through MCP. | Infrastructure | 383 | 57 | Dec 22, 2025 |
| 15 | Tfmcp 🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. | Infrastructure | 373 | 31 | Oct 2, 2026 |
| 16 | COTAL actions (cotal.ai) Cotal.ai actions: product overview, site search, build log, feedback, Cloud waitlist, updates, calls. | Infrastructure | 307 | 39 | Oct 5, 2026 |
| 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 | 198 | 30 | Jul 16, 2026 |
| 18 | Render MCP Server Render MCP server for services, deployments, logs and Postgres databases on the Render platform. | Infrastructure | 175 | 92 | Oct 3, 2026 |
| 19 | Logfire Provides access to OpenTelemetry traces and metrics through Logfire. | Infrastructure | 161 | 27 | Jul 13, 2026 |
| 20 | Esp MCP Centralize ESP32 related commands and simplify getting started with seamless, LLM-driven interaction and help. | Infrastructure | 158 | 21 | Dec 27, 2025 |
| 21 | DigitalOcean MCP Server DigitalOcean MCP server for App Platform, Droplets, databases and other cloud resources. | Infrastructure | 138 | 88 | Oct 5, 2026 |
| 22 | AgentRPC A universal RPC layer for AI agents. Connect to any function, any language, any framework, in minutes. | Infrastructure | 135 | 21 | Jun 22, 2026 |
| 23 | Alibaba Cloud Ops MCP Server Alibaba Cloud MCP server for ECS, monitoring, OSS and other cloud operations. | Infrastructure | 131 | 39 | Mar 16, 2026 |
| 24 | Harness Access and interact with Harness platform data, including pipelines, repositories, logs, and artifact registries. | Infrastructure | 105 | 86 | Oct 4, 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 | 94 | 25 | Jul 7, 2026 |
| 26 | Heroku MCP Server Heroku MCP server for managing apps, add-ons, dynos, logs and deployments through the Heroku platform. | Infrastructure | 82 | 30 | Oct 4, 2026 |
| 27 | Netlify MCP Server Netlify MCP server for creating, deploying and managing sites and functions from agents. | Infrastructure | 66 | 40 | Oct 2, 2026 |
| 28 | Last9 Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster. | Infrastructure | 62 | 11 | Oct 3, 2026 |
| 29 | 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 | 51 | 16 | Jun 16, 2026 |
| 30 | Metoro Query and interact with kubernetes environments monitored by Metoro. | Infrastructure | 51 | 14 | Jun 2, 2026 |
| 31 | Gnuradiomcp An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF .grc flowcharts. | Infrastructure | 50 | 12 | Aug 15, 2026 |
| 32 | ScreenshotOne A CLI version of an MCP server for the ScreenshotOne API. | Infrastructure | 38 | 11 | Sep 17, 2026 |
| 33 | Opcua MCP An MCP server that connects to OPC UA-enabled industrial systems. | Infrastructure | 30 | 14 | Oct 29, 2025 |
| 34 | Inspektor Gadget MCP server Debug your Container and Kubernetes workloads with an AI interface. | Infrastructure | 27 | 6 | Aug 13, 2026 |
| 35 | 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 | 25 | 4 | Jun 20, 2026 |
| 36 | Raygun Give your AI coding assistants access to Raygun so they can investigate, explain, and help resolve errors for you. | Infrastructure | 22 | 12 | Sep 2, 2026 |
| 37 | ocireg An MCP (Model Context Protocol) server that provides tools for querying OCI registries and image references. | Infrastructure | 13 | 4 | Sep 23, 2026 |
| 38 | coolftp Deploy a site to its SFTP/FTP host from a coding agent. | Infrastructure | 0 | 0 | Sep 11, 2026 |
| 39 | host402 Autonomous cloud hosting and Reverse-402 API monetization platform for AI agents (USDC on Base) | Infrastructure | 0 | 0 | Sep 13, 2026 |
| 40 | robinhood-chain Robinhood Chain (id 4663) trading intelligence: KOL trades, DEX tape, deployer reputation. | Infrastructure | 0 | 0 | Oct 3, 2026 |