MCP Trends
Top 25 trending MCP servers by 7-day momentum
updated daily · 17,672 tracked
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Rankings still collecting. Momentum needs about a week of daily history. Until then servers are ordered by adoption and the rank column shows —.
| # | 7d | Server | Category | Adoption | Trend | Src |
|---|---|---|---|---|---|---|
| — | — | NetdataNEW io.github.netdata/mcp-server Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection. | cloud-and-infra | 79.7k | Not enough history for a trend | ↗Open source repository |
| — | — | mcp-server com.puter/mcp-server Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more | cloud-and-infra | 42.8k | Not enough history for a trend | ↗Open source repository |
| — | — | mcp io.github.kubeshark/mcp Real-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS. | cloud-and-infra | 12k | Not enough history for a trend | ↗Open source repository |
| — | — | kubefwd io.github.txn2/kubefwd Kubernetes port forwarding for local development with automatic /etc/hosts entries. | cloud-and-infra | 4.1k | Not enough history for a trend | ↗Open source repository |
| — | — | mcp com.cloudflare.mcp/mcp Cloudflare MCP servers | cloud-and-infra | 4k | Not enough history for a trend | ↗Open source repository |
| — | — | Azure MCP Server+1 related com.microsoft/azure All Azure MCP tools to create a seamless connection between AI agents and Azure services. | cloud-and-infra | 3.5k +1.8k | Not enough history for a trend | ↗Open source repository |
| — | — | kubernetes-mcp-serverNEW io.github.containers/kubernetes-mcp-server A Model Context Protocol (MCP) server for Kubernetes and OpenShift | cloud-and-infra | 1.8k +21.2k | Not enough history for a trend | ↗Open source repository |
| — | — | Terraform io.github.hashicorp/terraform-mcp-server Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise | cloud-and-infra | 1.5k | Not enough history for a trend | ↗Open source repository |
| — | — | Scaleway MCP server io.github.scaleway/scaleway-mcp Scaleway MCP server for interacting with the Scaleway APIs | cloud-and-infra | 986 | Not enough history for a trend | ↗Open source repository |
| — | — | mcp-neo4j-aura-manager io.github.neo4j-contrib/mcp-neo4j-aura-manager MCP server for Neo4j Aura Database Instance Manager. | cloud-and-infra | 981 +110 | Not enough history for a trend | ↗Open source repository |
| — | — | ProxmoxMCP-PlusNEW io.github.RekklesNA/proxmox-mcp-plus Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations. | cloud-and-infra | 339 +1.7k | Not enough history for a trend | ↗Open source repository |
| — | — | dot-ai io.github.vfarcic/dot-ai AI-powered development platform for Kubernetes deployments and intelligent automation | cloud-and-infra | 332 | Not enough history for a trend | ↗Open source repository |
| — | — | mcp-server io.github.railwayapp/mcp-server Official Railway MCP server | cloud-and-infra | 194 | Not enough history for a trend | ↗Open source repository |
| — | — | KSailNEW io.github.devantler-tech/ksail SDK for creating, managing, and operating Kubernetes clusters and workloads with ease. | cloud-and-infra | 156 | Not enough history for a trend | ↗Open source repository |
| — | — | atlassian-dc-mcp-bitbucketNEW+2 related io.github.b1ff/atlassian-dc-mcp-bitbucket MCP server for Atlassian Bitbucket Data Center - interact with repositories and code | cloud-and-infra | 83 | Not enough history for a trend | ↗Open source repository |
| — | — | fly-io+5 related com.pulsemcp/fly-io MCP server for managing Fly.io machines, apps, logs, and Docker images. | cloud-and-infra | 74 +40 | Not enough history for a trend | ↗Open source repository |
| — | — | gemini-cloud-assist-mcp io.github.GoogleCloudPlatform/gemini-cloud-assist-mcp MCP Server for understanding, managing & troubleshooting your GCP environment. | cloud-and-infra | 65 | Not enough history for a trend | ↗Open source repository |
| — | — | Prometheus MCP Server io.github.tjhop/prometheus-mcp-server An API-complete MCP server to manage Prometheus-compatible backends. | cloud-and-infra | 65 | Not enough history for a trend | ↗Open source repository |
| — | — | kastell io.github.kastelldev/kastell Server security audit (413 checks), hardening, and fleet management across 4 cloud providers. | cloud-and-infra | 56 +60 | Not enough history for a trend | ↗Open source repository |
| — | — | Zscaler Zero Trust Exchange io.github.zscaler/zscaler-mcp-server Manage Zscaler Zero Trust Exchange via 280+ tools — ZPA, ZIA, ZDX, ZCC, EASM, and more. | cloud-and-infra | 41 | Not enough history for a trend | ↗Open source repository |
| — | — | Thunder Compute io.github.Thunder-Compute/thunder-compute GPU cloud platform — create, manage, and monitor instances, snapshots, SSH keys, and billing. | cloud-and-infra | 33 | Not enough history for a trend | ↗Open source repository |
| — | — | airflow-mcp-server io.github.abhishekbhakat/airflow-mcp-server An MCP server for Apache Airflow | cloud-and-infra | 33 +291 | Not enough history for a trend | ↗Open source repository |
| — | — | cloudwright io.github.xmpuspus/cloudwright Natural-language cloud architecture: deployable Terraform/Pulumi, cost, compliance control mapping. | cloud-and-infra | 32 | Not enough history for a trend | ↗Open source repository |
| — | — | LibreNMS MCP io.github.mhajder/librenms-mcp MCP server for LibreNMS network monitoring - query devices, ports, alerts, and manage infrastructure | cloud-and-infra | 29 +2.5k | Not enough history for a trend | ↗Open source repository |
| — | — | circleci+7 related com.mcparmory/circleci Manage CI/CD pipelines, workflows, and job metrics across projects | cloud-and-infra | 28 | Not enough history for a trend | ↗Open source repository |
- ——cloud-and-infraNetdataNEWio.github.netdata/mcp-serverReal-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.79.7kusersNot enough history for a trendsource ↗
- ——cloud-and-inframcp-servercom.puter/mcp-serverPuter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more42.8kusersNot enough history for a trendsource ↗
- ——cloud-and-inframcpio.github.kubeshark/mcpReal-time Kubernetes network traffic visibility and API analysis for HTTP, gRPC, Redis, Kafka, DNS.12kusersNot enough history for a trendsource ↗
- ——cloud-and-infrakubefwdio.github.txn2/kubefwdKubernetes port forwarding for local development with automatic /etc/hosts entries.4.1kusersNot enough history for a trendsource ↗
- ——cloud-and-inframcpcom.cloudflare.mcp/mcpCloudflare MCP servers4kusersNot enough history for a trendsource ↗
- ——cloud-and-infraAzure MCP Servercom.microsoft/azureAll Azure MCP tools to create a seamless connection between AI agents and Azure services.3.5kusersNot enough history for a trendsource ↗
- ——cloud-and-infrakubernetes-mcp-serverNEWio.github.containers/kubernetes-mcp-serverA Model Context Protocol (MCP) server for Kubernetes and OpenShift1.8kusersNot enough history for a trendsource ↗
- ——cloud-and-infraTerraformio.github.hashicorp/terraform-mcp-serverGenerate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise1.5kusersNot enough history for a trendsource ↗
- ——cloud-and-infraScaleway MCP serverio.github.scaleway/scaleway-mcpScaleway MCP server for interacting with the Scaleway APIs986usersNot enough history for a trendsource ↗
- ——cloud-and-inframcp-neo4j-aura-managerio.github.neo4j-contrib/mcp-neo4j-aura-managerMCP server for Neo4j Aura Database Instance Manager.981usersNot enough history for a trendsource ↗
- ——cloud-and-infraProxmoxMCP-PlusNEWio.github.RekklesNA/proxmox-mcp-plusProxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations.339usersNot enough history for a trendsource ↗
- ——cloud-and-infradot-aiio.github.vfarcic/dot-aiAI-powered development platform for Kubernetes deployments and intelligent automation332usersNot enough history for a trendsource ↗
- ——cloud-and-inframcp-serverio.github.railwayapp/mcp-serverOfficial Railway MCP server194usersNot enough history for a trendsource ↗
- ——cloud-and-infraKSailNEWio.github.devantler-tech/ksailSDK for creating, managing, and operating Kubernetes clusters and workloads with ease.156usersNot enough history for a trendsource ↗
- ——cloud-and-infraatlassian-dc-mcp-bitbucketNEWio.github.b1ff/atlassian-dc-mcp-bitbucketMCP server for Atlassian Bitbucket Data Center - interact with repositories and code83usersNot enough history for a trendsource ↗
- ——cloud-and-infrafly-iocom.pulsemcp/fly-ioMCP server for managing Fly.io machines, apps, logs, and Docker images.74usersNot enough history for a trendsource ↗
- ——cloud-and-infragemini-cloud-assist-mcpio.github.GoogleCloudPlatform/gemini-cloud-assist-mcpMCP Server for understanding, managing & troubleshooting your GCP environment.65usersNot enough history for a trendsource ↗
- ——cloud-and-infraPrometheus MCP Serverio.github.tjhop/prometheus-mcp-serverAn API-complete MCP server to manage Prometheus-compatible backends.65usersNot enough history for a trendsource ↗
- ——cloud-and-infrakastellio.github.kastelldev/kastellServer security audit (413 checks), hardening, and fleet management across 4 cloud providers.56usersNot enough history for a trendsource ↗
- ——cloud-and-infraZscaler Zero Trust Exchangeio.github.zscaler/zscaler-mcp-serverManage Zscaler Zero Trust Exchange via 280+ tools — ZPA, ZIA, ZDX, ZCC, EASM, and more.41usersNot enough history for a trendsource ↗
- ——cloud-and-infraThunder Computeio.github.Thunder-Compute/thunder-computeGPU cloud platform — create, manage, and monitor instances, snapshots, SSH keys, and billing.33usersNot enough history for a trendsource ↗
- ——cloud-and-infraairflow-mcp-serverio.github.abhishekbhakat/airflow-mcp-serverAn MCP server for Apache Airflow33usersNot enough history for a trendsource ↗
- ——cloud-and-infracloudwrightio.github.xmpuspus/cloudwrightNatural-language cloud architecture: deployable Terraform/Pulumi, cost, compliance control mapping.32usersNot enough history for a trendsource ↗
- ——cloud-and-infraLibreNMS MCPio.github.mhajder/librenms-mcpMCP server for LibreNMS network monitoring - query devices, ports, alerts, and manage infrastructure29usersNot enough history for a trendsource ↗
- ——cloud-and-infracirclecicom.mcparmory/circleciManage CI/CD pipelines, workflows, and job metrics across projects28usersNot enough history for a trendsource ↗
Showing the top 25 of 367 in cloud-and-infraOrdered by adoption