Best MCP Servers for Deployment & DevOps in 2026

Top 10 Deployment & DevOps MCP Servers

1. #1

   Agents365-ai/drawio-skill

   Agent skill that turns natural language, code, Terraform/K8s, SQL, OpenAPI, AsyncAPI, Protobuf and GraphQL sources into editable, tested draw.io architecture diagrams: incremental sync, multi-view...

   99.2
   Ranks here on 10k GitHub stars and an active commit 9 days ago, plus 100% of issues closed.
   Issue health

   30.8

   Freshness

   30.0

   Stars

   15.4

   Contributors

   11.5

   Description

   6.2
   ★ 10k commit 9d ago Python
2. #2

   openchoreo/openchoreo

   OpenChoreo is an internal developer platform for Kubernetes

   94.4
   Ranks here on 1.6k GitHub stars and a commit within the last week, plus 88% of issues closed.
   Freshness

   30.7

   Issue health

   27.0

   Stars

   15.4

   Contributors

   12.3

   License

   4.6
   ★ 1.6k commit 7d ago Go
3. #3

   Rich627/whatsapp-claude-plugin

   Claude Code WhatsApp channel plugin — run AI directly from WhatsApp, voice transcription, remote tool approval, access control. No API keys, no Docker, just a linked device.

   92.0
   Ranks here on an active commit 8 days ago and 100% of issues closed.
   Issue health

   30.8

   Freshness

   30.6

   Stars

   10.4

   Contributors

   9.3

   Description

   6.2
   ★ 104 commit 7d ago TypeScript
4. #4

   erickochen/purple

   Free, open-source terminal SSH manager and SSH config editor in Rust for macOS and Linux that keeps ~/.ssh/config in sync with 18 cloud providers, monitors live SSH tunnels and manages Docker and P...

   91.9
   Ranks here on 725 GitHub stars and an active commit 8 days ago, plus 95% of issues closed.
   Freshness

   30.4

   Issue health

   29.2

   Stars

   14.7

   Contributors

   6.5

   Description

   6.2
   ★ 725 commit 7d ago Rust
5. #5

   tianma-if/edgeever

   Open-source, AI-native knowledge base & Evernote alternative with native MCP. Zero-cost on Cloudflare or Docker.

   90.4
   Ranks here on 2.2k GitHub stars and a commit within the last week, plus 92% of issues closed.
   Freshness

   30.7

   Issue health

   28.3

   Stars

   15.4

   Contributors

   8.9

   Description

   4.3
   ★ 2.2k commit 7d ago TypeScript
6. #6

   reza-gholizade/k8s-mcp-server

   Manage Your Kubernetes Cluster with k8s mcp-server

   90.0
   Ranks here on an active commit 8 days ago and 91% of issues closed.
   Freshness

   30.4

   Issue health

   28.0

   Stars

   11.6

   Contributors

   10.7

   License

   4.6
   ★ 186 commit 7d ago Go
7. #7

   skyhook-io/radar

   The missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what's broken, why, and what changed. Issues, Topology, event timeline, Helm, GitOps, live service traffic, and c...

   90.0
   Ranks here on 3.8k GitHub stars and a commit within the last week.
   Freshness

   30.7

   Issue health

   20.7

   Stars

   15.4

   Contributors

   12.3

   Description

   6.2
   ★ 3.8k commit 7d ago Go
8. #8

   weibaohui/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。

   89.3
   Ranks here on 886 GitHub stars and an active commit 17 days ago, plus 77% of issues closed.
   Freshness

   27.0

   Issue health

   23.6

   Stars

   15.1

   Contributors

   12.1

   License

   4.6
   ★ 886 commit 17d ago Go
9. #9

   giantswarm/muster

   Aggregating MCP server: one authenticated endpoint for every MCP server a platform runs, with meta-tool discovery, toolsets, OAuth 2.1 and SSO through Dex, and Kubernetes custom resources

   88.5
   Ranks here on a commit within the last week and 87% of issues closed.
   Freshness

   30.6

   Issue health

   26.7

   Contributors

   12.3

   Stars

   8.0

   Description

   6.2
   ★ 35 commit 7d ago Go
10. #10

    Dave-London/Pare

    Dev tools, optimized for agents. Structured, token-efficient MCP servers for git, test runners, npm, Docker, and more.

    87.8
    Ranks here on a commit within the last week and 87% of issues closed.
    Freshness

    30.7

    Issue health

    26.7

    Stars

    11.0

    Contributors

    10.4

    License

    4.6
    ★ 138 commit 7d ago TypeScript