Deployment & DevOps MCP Servers

Filesystem

Enables interaction with a filesystem via the Model Context Protocol (MCP).

Git

Enables Large Language Models to interact with and automate Git repositories.

Playwright Cloudflare

Enables AI assistants to control a browser via Cloudflare Workers, performing web automation tasks.

Panes

Provides a secure, self-hosted MCP server with an intuitive web UI for managing context resources.

Log

Provides a Model Context Protocol (MCP) server for AI assistants to manage processes and capture their log output for monitoring and analysis.

Databricks

Provides a FastAPI server to manage local files and orchestrate Databricks operations, including code submission, job management, and DLT pipeline creation.

Zuora Billing

Transforms a Zuora OpenAPI specification into a Model Context Protocol (MCP) server for streamlined API interaction.

Weather

Provides weather data via a FastMCP server deployable on Google Cloud Run.

Shell

Provides a self-hosted execution environment enabling large language models to interact with code, files, and dependencies.

Subversion

Automates Subversion (SVN) repository operations, exposing them as tools for agent-driven workflows and seamless version control integration.

Homelab

Streamlines the management and monitoring of diverse homelab infrastructure components, including containers, AI models, DNS, and networks, with integrated security and automation.

Dreamhack

Automates interaction with the Dreamhack wargame platform, facilitating challenge management, download, and local deployment.

Somnia

Connects AI agents to the Somnia blockchain network using the Model Context Protocol.

Pipelane

Orchestrates and schedules custom pipelines with agentic AI support, providing a GraphQL API and a client-side UI.

Mcpify

Exposes existing REST APIs as MCP servers with zero-code configuration.

Mcpbox

Expose local stdio-based Model Context Protocol servers via Streamable HTTP, allowing AI agents like Claude to connect remotely.

Spring Boot AI

Provides a production-ready Model Context Protocol server built with Spring Boot, featuring reactive architecture, JWT authentication, and Docker containerization.

Project Scaffold

Scaffolds full-stack projects by generating consistent structure, Docker setups, CI/CD pipelines, and database configurations.

Sonarqube

Streamline code quality management by enabling AI assistants to interact with SonarQube for project, issue, quality gate, and system health oversight via the MCP protocol.

A11y Tools

Capture and diagnose accessibility evidence, ensuring WCAG compliance through deterministic checks and verifiable provenance records.