cert-manager-mcp-server provides an MCP-compliant server for managing and troubleshooting certificates, issuers, and Kubernetes contexts related to cert-manager. It exposes tools to list, inspect, and renew certificates, manage issuers, and switch Kubernetes contexts. The server is designed for integration with Model Context Protocol environments such as Claude Desktop, enabling robust automation and monitoring workflows around cert-manager-managed resources.

• ⭐ 15
• MCP
• pibblokto/cert-manager-mcp-server

python-openstackmcp-server implements the Model Context Protocol (MCP) to provide an interface for AI assistants to interact seamlessly with OpenStack cloud services. It supports the management of compute, image, identity, network, and block storage resources via the MCP standard, bridging the gap between AI clients and OpenStack APIs. The server connects to the OpenStack SDK and exposes capabilities such as authentication, configuration management, and resource operations for cloud environments.

• ⭐ 15
• MCP
• openstack-kr/python-openstackmcp-server

tfmcp is a command-line tool that enables interaction with Terraform using the Model Context Protocol (MCP). It allows language models and AI assistants to analyze, manage, and operate Terraform environments programmatically, supporting operations such as configuration analysis, state management, and secure application of changes. The tool offers enterprise-grade security, audit logging, and flexible deployment options including Docker support. Designed for efficiency and seamless integration, tfmcp simplifies infrastructure automation workflows for both developers and AI systems.

• ⭐ 345
• MCP
• nwiizo/tfmcp

NebulaBlock API MCP Server provides an implementation of the Model Context Protocol (MCP), enabling seamless integration of the NebulaBlock API as accessible tools. It leverages the fastmcp library and supports both command-line and environment variable API key configuration. Designed with MCP compatibility in mind, it offers a server interface for programmatic and tool-based interactions within any MCP-compliant system.

• ⭐ 1
• MCP
• Nebula-Block-Data/nebulablock-mcp-server

liveblocks-mcp-server provides a Model Context Protocol (MCP) server allowing AI clients to access, create, modify, and delete resources within Liveblocks such as rooms, threads, comments, and notifications. The server also offers read access to Liveblocks Storage and Yjs, making it easier for AI interfaces to manage collaborative features through Liveblocks’ REST API. Integration is supported for various clients including Cursor, Claude Desktop, and VS Code. Secure authentication is handled via project-specific secret keys.

• ⭐ 11
• MCP
• liveblocks/liveblocks-mcp-server

Kestra Python MCP Server enables integration of the Kestra workflow orchestration platform with environments that use the Model Context Protocol (MCP). It provides a Dockerized MCP server for managing workflows, executions, files, namespaces, and more, with support for both Open-Source (OSS) and Enterprise Edition (EE) setups. The server can be configured easily using environment variables and is compatible with tools like VS Code and Claude, making model-driven orchestration accessible and modular.

• ⭐ 16
• MCP
• kestra-io/mcp-server-python

Azure Resource Graph MCP Server enables users to perform Azure Resource Graph queries via the Model Context Protocol, offering seamless access to Azure resource information across multiple subscriptions. It supports both default and custom queries and integrates with development environments like Cursor IDE and Visual Studio Code. The server authenticates using Azure credentials and facilitates efficient retrieval of resource details such as resource ID, name, type, and location.

• ⭐ 13
• MCP
• hardik-id/azure-resource-graph-mcp-server

MCP Server Kubernetes enables seamless connection and management of Kubernetes clusters through the Model Context Protocol. It supports loading kubeconfig from multiple sources, integrates easily with Claude Code, Claude Desktop, and VS Code, and offers flexible authentication mechanisms. Users can control clusters using standard command-line tools and extension integrations for multiple environments.

• ⭐ 1,181
• MCP
• Flux159/mcp-server-kubernetes

Selenium MCP Server provides a Model Context Protocol (MCP) compliant interface that enables AI assistants to automate web interactions using Selenium WebDriver. It offers tools for page navigation, element discovery and manipulation, JavaScript execution, screenshot capture, and browser log access. The server supports seamless integration with MCP clients, extensible testing and debugging options, and fine-grained browser local storage management.

• ⭐ 3
• MCP
• PhungXuanAnh/selenium-mcp-server

Firefox DevTools MCP is a Model Context Protocol server designed for automating Firefox browser through WebDriver BiDi and Selenium WebDriver. It is compatible with tools like Claude Code, Claude Desktop, Cursor, and other MCP clients, enabling browser automation, page management, input simulation, network inspection, and debugging. The server supports custom configuration via CLI flags or environment variables and integrates with MCP Inspector for interactive use. The tool is tailored for local use and is not intended for cloud hosting environments.

• ⭐ 6
• MCP
• freema/firefox-devtools-mcp

Apple Health MCP Server enables users to import, parse, and analyze Apple Health data exports, seamlessly connecting them to large language models (LLMs) that support the Model Context Protocol. Built on the high-performance FastMCP framework, it supports natural language querying, trend analysis, and integration with databases like Elasticsearch, ClickHouse, and DuckDB. The project offers modular tools for data exploration, structure analysis, and automated statistics generation. Designed for flexibility and scalability, it is container-ready and provides extensive configuration options.

• ⭐ 64
• MCP
• the-momentum/apple-health-mcp-server

FHIR MCP Server implements a full Model Context Protocol server, enabling large language model agents to perform comprehensive CRUD operations on FHIR-compliant healthcare data. It offers standardized integration with various clinical data sources, natural-language query capabilities, and supports secure authentication via OAuth2. The server includes semantic search, AI-powered document processing, terminology resolution, Docker deployment, and is optimized for use with MCP-compatible clients like Claude Desktop.

• ⭐ 34
• MCP
• the-momentum/fhir-mcp-server

Mermaid MCP Server enables seamless integration with AI assistants, allowing users to generate professional architecture diagrams, flowcharts, and more using natural language. It implements the Model Context Protocol (MCP), providing a standardized interface for AI tools like GitHub Copilot and Claude to interact with diagram generation workflows. The server offers over 50 pre-built templates, fast SVG rendering, and broad integration support across VS Code, CLI, and desktop applications.

• ⭐ 3
• MCP
• Narasimhaponnada/mermaid-mcp

Peek.com Remote MCP Server provides AI assistants with access to over 300,000 verified travel experiences, offering real-time availability, pricing, and detailed information. Using the Model Context Protocol, it enables seamless integration with multiple AI platforms, empowering tailored trip planning. The server validates experience availability and provides direct booking links, ensuring users receive up-to-date and actionable travel options. Designed with privacy in mind, it does not collect or store personal information.

• ⭐ 1
• MCP
• peek-travel/mcp-intro

Fal.ai MCP Server is a Model Context Protocol (MCP) compliant server that enables clients like Claude Desktop and others to generate images, videos, music, audio, and transcriptions using Fal.ai models. It offers native asynchronous operation and supports both STDIO and HTTP/SSE transports for flexible integration. The server provides high-performance media generation, including upscaling, text-to-speech, audio transcription, and image-to-image transformations, all powered by Fal.ai's API. Easy deployment options are available via Docker, PyPI, or from source.

• ⭐ 9
• MCP
• raveenb/fal-mcp-server