"How to Test Kubernetes Network Policies" matching MCP servers:

• How-To-Cook

  xiaobenyang-com

  A

  security

  A

  license

  -

  quality

  An AI recipe recommendation server based on the MCP protocol, providing functions such as recipe query, classification filtering, intelligent dietary planning, and daily menu recommendation.

  Last updated 2026-01-09

  5

  1

  Apache 2.0

• kubernetes-mcp

  kkb0318

  -

  security

  A

  license

  -

  quality

  A Model Context Protocol (MCP) server that provides safe, read-only access to Kubernetes resources for debugging and inspection. Built with security in mind, it offers comprehensive cluster visibility without modification capabilities.

  Last updated 2025-06-27

  45

  MIT

• Kubernetes MCP Server

  mjrestivo16

  A

  security

  A

  license

  -

  quality

  Enables AI assistants to interact with Kubernetes clusters through 50 specialized tools for comprehensive cluster management. Supports both local kubectl and remote SSH-based execution for managing pods, deployments, services, and other Kubernetes resources.

  Last updated 2025-12-04

  49

  MIT

• Kubernetes MCP Server

  secret-deus

  -

  security

  F

  license

  -

  quality

  Enables comprehensive Kubernetes cluster management through kubectl operations and Helm chart management. Supports resource operations, logging, scaling, rollouts, and diagnostics with multiple transport modes and security features.

  Last updated 2025-08-20

• mcp-kubernetes-ro

  patrickdappollonio

  -

  security

  A

  license

  -

  quality

  Provides read-only access to Kubernetes clusters for AI assistants.

  Last updated 2026-03-23

  18

  MIT

• mcp-kubernetes-server

  feiskyer

  -

  security

  A

  license

  -

  quality

  An MCP server that enables AI assistants to interact with Kubernetes clusters by translating natural language into kubectl and Helm operations. It allows users to query, manage, and diagnose Kubernetes resources and cluster states through a seamless integration.

  Last updated 2026-02-04

  16

  Apache 2.0

• mcp-server-kubernetes

  Flux159

  A

  security

  A

  license

  -

  quality

  TypeScript implementation of Kubernetes cluster operations for pods, deployments, services.

  Last updated 2026-03-27

  17

  10,136

  1,372

  MIT

• Network AI

  Jovancoding

  A

  security

  A

  license

  A

  quality

  Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)

  Last updated 2026-04-13

  22

  1,147

  39

  MIT

• kubernetes-mcp-server

  containers

  -

  security

  A

  license

  -

  quality

  A powerful and flexible Kubernetes MCP server implementation with support for OpenShift.

  Last updated 2026-04-16

  1,447

  Go

  Apache 2.0

• Test

  pace8

  A

  security

  A

  license

  -

  quality

  Test

  Last updated 2025-11-14

  7

  MIT

• mcp-test

  CccZss

  -

  security

  -

  license

  -

  quality

  test

  Last updated 2025-03-19

• Network Scanner MCP

  marc-shade

  -

  security

  F

  license

  -

  quality

  Enables network discovery, port scanning, and infrastructure monitoring with device detection, service fingerprinting, and cluster health checks for autonomous AI systems.

  Last updated 2026-02-22

  1

• UniFi Network MCP Server

  Ruashots

  A

  security

  F

  license

  -

  quality

  Enables AI assistants to manage UniFi network infrastructure through 50+ tools covering devices, clients, networks, WiFi, firewall rules, and guest access using the official UniFi Network API.

  Last updated 2026-01-09

  52

  7,362

  2

• Network Diagram MCP Server

  Fogrexon

  -

  security

  F

  license

  -

  quality

  Creates and visualizes network diagrams through MCP tools for adding nodes and edges, with real-time web interface and REST API for building architecture diagrams interactively.

  Last updated 2025-12-26

• MCP Test Server

  zgh2hh

  -

  security

  A

  license

  -

  quality

  A TypeScript-based test implementation for the Model Context Protocol (MCP) with example configurations and Jest test cases. Provides a development foundation for building and testing MCP server functionality.

  Last updated 2025-10-29

  8

  MIT

• MCP Remote Server for

  huchunlinnk

  -

  security

  A

  license

  -

  quality

  Provides Kubernetes cluster management capabilities through natural language via MCP protocol over HTTP/SSE. Supports Pod, Service, Deployment operations, log retrieval, and resource management with JWT authentication and RBAC permissions.

  Last updated 2025-10-20

  1

  MIT

• api-test-mcp

  FactrueSolin

  -

  security

  A

  license

  -

  quality

  api-test-mcp

  Last updated 2025-08-24

  8

  MIT

• mcp-server-test

  JussCubs

  -

  security

  F

  license

  -

  quality

  mcp-server-test

  Last updated 2025-04-04

• Pyth Network MCP Server

  itsOmSarraf

  A

  security

  A

  license

  -

  quality

  Provides real-time access to Pyth Network's decentralized oracle price feeds across 1,930+ assets and 107+ blockchains, enabling AI agents to fetch current prices, historical data, and TWAP calculations for crypto, equity, FX, metal, and rates markets.

  Last updated 2025-10-15

  5

  4

  MIT

• MCP Test MCP

  rdwj

  A

  security

  F

  license

  -

  quality

  A specialized testing harness that enables AI assistants to thoroughly test other MCP servers by connecting to them, discovering their tools/resources/prompts, executing test calls, and performing end-to-end validation with LLM integration.

  Last updated 2026-04-06

  14

  4

• MBIT-Test

  xiaobenyang-com

  -

  security

  A

  license

  -

  quality

  An MCP server for the MBTI personality test, supporting AI assistants to guide users through the personality test and provide result analysis.

  Last updated 2026-01-09

  2

  Apache 2.0

• Decide Test MCP

  k-n-t-lam

  A

  security

  A

  license

  -

  quality

  Enables Claude to generate executable test cases from decision tables in CSV, JSON, or Markdown formats. Provides intelligent test planning guidance and generates Playwright/API test code with TypeScript support.

  Last updated 2025-11-21

  7

  MIT

• mcp-test-server

  kukapay

  -

  security

  F

  license

  -

  quality

  A lightweight MCP test server for verifying client connectivity, providing tools, resources, and prompts for integration.

  Last updated 2025-07-03

  4

• test-server

  procoders

  -

  security

  A

  license

  -

  quality

  just a test of glama

  Last updated 2017-03-13

  MIT

• MCP Test Server

  dannyhertz

  -

  security

  F

  license

  -

  quality

  A simple server for testing Model Context Protocol (MCP) that serves CSV and image resources, allowing developers to test MCP implementations with sample data via SSE transport.

  Last updated 2025-07-09

  4

• Test FastMCP

  dolphinsboy

  A

  security

  F

  license

  A

  quality

  A basic MCP server built with the FastMCP framework that provides fundamental mathematical operations like addition, subtraction, multiplication, and division. It serves as a demonstration for integrating math-based tools into MCP-compatible environments like Cursor IDE.

  Last updated 2025-08-01

  4

• e2e-mcp-test

  rrbanda

  -

  security

  F

  license

  -

  quality

  An end-to-end test MCP server built with FastMCP that exposes a REST API as a set of tools for AI agents. It enables LLMs to perform CRUD operations on an upstream API by mapping HTTP methods to MCP tools.

  Last updated 2026-03-20

• RGB Lightning Network MCP

  lnfi-network

  A

  security

  F

  license

  -

  quality

  Enables AI assistants to interact with RGB assets, Lightning Network operations, and Bitcoin transactions through RGB Lightning Node APIs. Supports asset management, invoice creation/payment, channel management, on-chain transactions, and asset swaps.

  Last updated 2025-09-16

  18

  1

  1

• Test MCP Server

  tmzmfldkqls

  -

  security

  F

  license

  -

  quality

  A simple MCP server combining FastMCP and LangGraph that enables AI agent interactions through tools for asking questions to an OpenAI-powered agent and receiving personalized greetings.

  Last updated 2025-12-15

• MCP Test Server

  yvanfreitas

  A

  security

  F

  license

  -

  quality

  A Model Context Protocol server that enables LLMs to interact with user and task data through JSON-RPC, offering tools like user management, task creation, and search functionality.

  Last updated 2025-07-23

  8

  8

• test-12-mcp

  Traia-IO

  -

  security

  F

  license

  -

  quality

  Provides AI agents and LLMs access to the test 12 API (Petstore Swagger) through standardized MCP tools for seamless integration and interaction.

  Last updated 2026-01-01

• MCP Test Server

  Anika536

  -

  security

  A

  license

  -

  quality

  A comprehensive testing server for validating MCP scanner tools and implementations, providing diverse tools, resources, and prompts that exercise various aspects of the Model Context Protocol specification.

  Last updated 2025-12-28

  4

  MIT

• Network Security Control

  JoshDoesIT

  -

  security

  A

  license

  -

  quality

  Enables automated review and analysis of network security controls (AWS Security Groups, Network ACLs) using natural language queries. Supports NSC configuration reviews, network segmentation testing, and identifying security gaps through conversational LLM interaction.

  Last updated 2025-11-25

  MIT

• MCP Test Server

  small-tou

  A

  security

  F

  license

  -

  quality

  A testing server that demonstrates Model Context Protocol features, providing access to user data, todos, and system information through resources, tools for user management and calculations, and prompt templates for various analyses.

  Last updated 2025-06-09

  4

• Test MCP Server

  pkj-m

  -

  security

  F

  license

  -

  quality

  A sample MCP server that fetches random inspirational quotes, programming jokes, and advice from public APIs. Provides three simple tools for testing and demonstration purposes.

  Last updated 2025-10-07

• MCP Mobile Automation Test

  josdoaitran

  -

  security

  F

  license

  -

  quality

  A comprehensive server that integrates mobile testing frameworks with JIRA, generating BDD test scenarios and framework-compatible test scripts automatically.

  Last updated 2025-06-06

  1

• Kubernetes MCP

  yurinnick

  -

  security

  A

  license

  -

  quality

  An MCP server that enables interaction with Kubernetes resources through natural language interfaces like Goose CLI, allowing users to get, read, and patch Kubernetes resources.

  Last updated 2025-05-14

  Apache 2.0

• test

  punkpeye

  A

  security

  A

  license

  -

  quality

  test

  Last updated 2025-08-06

  2

  MIT

• test

  SampsonKY

  -

  security

  F

  license

  -

  quality

  test

  Last updated 2025-06-06

• markdown-to-html

  fashionzzZ

  A

  security

  A

  license

  -

  quality

  A Model Context Protocol server that converts Markdown content to HTML format.

  Last updated 2025-06-03

  1

  3,182

  3

  MIT

• OpenAPI to MCP

  EvilFreelancer

  -

  security

  A

  license

  -

  quality

  A standalone proxy that transforms any OpenAPI or Swagger-described REST API into an MCP server by mapping API operations to executable MCP tools. It enables AI clients to interact with existing web services through automated HTTP requests based on their official documentation.

  Last updated 2026-02-21

  21

  14

  MIT

• docs-to-mcp

  fayazara

  -

  security

  F

  license

  -

  quality

  A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances into an MCP server for querying documentation. It enables AI models to search and retrieve relevant information from custom document sets stored in R2 buckets.

  Last updated 2025-12-10

  10

• Test Runner MCP

  privsim

  A

  security

  A

  license

  -

  quality

  Facilitates unified execution and result parsing for various testing frameworks, including Bats, Pytest, Flutter, Jest, and Go, through a Model Context Protocol interface.

  Last updated 2025-11-09

  1

  15

  MIT

• mcp-test-utils

  JeenyJAI

  -

  security

  F

  license

  -

  quality

  Desktop UI automation for AI agents: screenshots, window management, mouse, keyboard, UI Automation tree, OCR. Single Windows x64 binary, no dependencies.

  Last updated 2026-04-06

• Swagger to MCP

  suhailtajshaik

  -

  security

  A

  license

  -

  quality

  Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, enabling interaction with any REST API through natural language by loading specs from local files or URLs.

  Last updated 2025-12-05

  MIT

• code-to-tree

  micl2e2

  -

  security

  A

  license

  -

  quality

  code-to-tree

  Last updated 2026-03-14

  82

  MIT

• Skill-to-MCP

  biocontext-ai

  A

  security

  A

  license

  -

  quality

  Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

  Last updated 2026-02-27

  3

  21

  Apache 2.0

• Anything-to-NotebookLM

  joeseesun

  -

  security

  A

  license

  -

  quality

  An MCP server that automates converting diverse content sources like WeChat articles, YouTube videos, and various document formats into AI-generated outputs such as podcasts and slide decks via Google NotebookLM. It integrates specialized tools for web scraping, OCR, and file transformation to facilitate seamless content generation through natural language.

  Last updated 2026-04-10

  748

  MIT

• text-to-model

  mikan-atomoki

  A

  security

  A

  license

  B

  quality

  Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.

  Last updated 2026-03-16

  65

  1

  MIT

• mcp-internet-speed-test

  inventer-dev

  A

  security

  A

  license

  -

  quality

  mcp-internet-speed-test

  Last updated 2026-03-09

  6

  12

  Python

  MIT