B

Beszel

anand34577

MCP server for Beszel server monitoring: query server health, metrics, Docker containers and alerts from Claude or any MCP client.

C

Cli MCP Operator

codeready-toolchain

MCP server that provides AI agents with a sandboxed bash shell inside per-investigation Kubernetes pods.

Z

Zoekt

GyeongHoKim

Self-hosted Zoekt code search for coding agents over MCP — mirrors your internal Git host, keeps the index fresh, and exposes it behind one authenticated endpoint

S

Spring AI Showcase With Simple

schieblerchris

A Spring AI showcase with Chat and MCP-Server to experiment with the tools, ressources and prompts.

H

Hvlab

immutex

Hyper-V control plane for AI agents and humans: a typed MCP server + CLI over WMI, PowerShell Direct, and the Windows debugger.

D

Dagger

awdemos

MCP server exposing Dagger CI/CD capabilities as tools for AI assistants

T

Tonin

Rushit

The one-person framework for Kubernetes microservices or MCP server.

K

Kubectl Go

Joelayo

MCP server for secure Kubernetes Interaction via kubectl commands. Enables AI assistants like GitHub Copilot to safely interact with K8s clusters with robust validation and security.

This read-only MCP Server allows you to connect to Azure DevOps data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform: CData Connect AI (

A

Aerini

Panchak2d

Self-hosted workflow automation with a drag-and-drop canvas. Integrate local AI and MCP, schedule workflows, deploy on your own server, or embed the Rust engine in your app. Extend with WASM plugins.

M

MCP Keel

haininghu

Read-only Kubernetes access for AI agents over MCP, governed by deny-by-default policy.

D

Divetracx

michidk

Self-hosted dive log that imports from DiveMate and Garmin, exports to UDDF, CSV, and DiveMate, and exposes a read-only MCP endpoint with a built-in OAuth server

C

CleanModelContextProtocol

LeanMeanCleanApps

A dotnet new template for a Model Context Protocol server using the MCP C# SDK, built with a streamlined Clean Architecture on .NET 10.

R

Remote Agents

47-ronn

Unified MCP server in Rust for controlling fleets of remote agents with AI — end-to-end encrypted, with a Cloudflare Workers or self-hosted relay, MapReduce and autonomous tasks.

A

Ateam

Offiziell

io.github.ariekogan

Build, validate, and deploy multi-agent AI solutions from any AI environment.

S

Spring MCP Kubernetes

mcena

MCP Server Demonstration using an official kubernetes-client library

T

Tuna Fusion

tuna-headquater

Serverless runtime for Agentic applications and MCP servers

R

Ro Mongodb MCP Rs

chrstnwhlrt

High-performance MCP server for read-only MongoDB queries. Supports direct connections and Kubernetes pods. Built in Rust.

K

Kubernetes

tuttlebr

MCP server for managing Kubernetes clusters and Helm releases

A

Agones Conductor

nicklesimba

Agones MCP server - an AI assistant conducts your Kubernetes game server fleets, safely

D

Domcp

Kaned1as

Isolating MCP servers [Mirror from GitLab]

M

MCP Guard

botzrDev

Secure your MCP servers in 5 minutes. No Docker. No Kubernetes.

D

Docker

masx200

https://github.com/makbn/docker_mcp_server

S

Spring MCP Example

paragpratim

This project demonstrates a Spring Boot + Spring AI MCP server that exposes a tool over the Model Context Protocol (MCP). It includes a Docker Compose setup for running the app and the MCP Inspector t

S

Software Engineers Api

OmarNizam

Spring Boot 4 REST API with Spring Data JPA, backed by Postgres running in Docker Compose wrapped with Spring AI MCP Server layer

N

Nextcloud

Frisch12

Lightweight Nextcloud MCP server in Go — 82 tools, multi-instance, 3MB Docker image

M

MCP Coder Bench

mpecan

Benchmark tool for measuring MCP server effectiveness in LLM-assisted development

D

Dsh Pre Duediligence

GitHub Actions

Pre-visit due diligence and company research in DeepSeek Harness with Host-tracked progress, fixed-route Qichacha MCP calls, entity confirmation, and downloadable reports.

@

@manifest Network/manifest MCP Core

GitHub Actions

Shared library for Cosmos SDK blockchain logic, tool functions, and server utilities (Manifest Network)

@

@usepolyglot/cli

GitHub Actions

A coding-agent CLI that works the same way whether the model is Claude, GPT, or an open-weight model like Qwen, DeepSeek, GLM, or Llama running locally.

S

Sparkforensics

GitHub Actions

MCP server exposing Apache Spark event-log diagnostics over stdio.

R

Rebuild Dossier

GitHub Actions

MCP server that reverse-engineers a trustworthy rebuild spec from an existing app.

J

Jellyfish

GitHub Actions

Connect to your Jellyfish Software Engineering Intelligence platform for comprehensive team insights, effort allocation, and delivery metrics.

M

MCP Cassette

GitHub Actions

Record a real MCP session once, replay it forever. VCR-style record/replay, contract snapshots, and safety checks for Model Context Protocol servers.

D

Devops Status

Offiziell

io.github.cyanheads

Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-response playbooks.

S

Sota

Offiziell

io.sota

EU-native PaaS for AI agents — deploy web apps with one sentence, managed Postgres, GDPR by default.