Deployment & DevOps MCP Servers

JSON Schema Validator

Provides a comprehensive JSON Schema validation server for real-time data validation, supporting external references and the latest JSON Schema specifications.

Brave

Deploys and manages Brave browser instances.

Viq

Provides authenticated access for Claude AI to PostgreSQL databases, enabling natural language interaction with data.

Maverick

Manages Maverick sites through Amazon Q CLI for streamlined cloud environment operations and lifecycle management.

Server Example

Provides a lightweight web server that can be executed directly from its GitHub repository.

EAM

Provides a robust backend server for managing and exposing callable tools via a JSON-RPC 2.0 API, integrating with Supabase and n8n.

Metro

Provides real-time information and trip planning for the Washington, DC Metro system through natural language queries.

Weather

Provides real-time and forecast weather information through a Model Context Protocol server, integrating with the OpenWeatherMap API.

Stardog

Bridges AI models with Stardog knowledge graphs, providing a standardized interface for semantic data access via SPARQL, GraphQL, and schema discovery.

Eigenlayer

Organizes tools by category, aiming to improve server management and accessibility.

SQLite

Provides a Python-based SQLite server implementing the Model Context Protocol (MCP) for database management, supporting read/write operations, concurrency, and natural language interaction.

OtoTree

Establishes a trustworthy MCP server.

Serverless Vpc Access Api

Facilitates serverless access to VPC resources by implementing a Multi-Agent Conversation Protocol.

Desktop Commander

Provides enterprise-grade filesystem, process, and terminal management capabilities through a modular Node.js server.

Remote Authless

Deploys an unauthenticated Model Context Protocol (MCP) server directly on Cloudflare Workers.

Remote

Deploys an MCP server on Cloudflare Workers with integrated OAuth authentication.

Git Stuff Server

Provides Git-related functionalities, specifically generating diffs for merge commits.

Docker

Enables secure execution of Docker commands on a host system for clients operating in isolated environments, such as language models within containers.

HPC/AI Cluster Tool

Queries Kubernetes to retrieve GPU node information and cluster topologies for Azure HPC/AI clusters.

Script Tool

Executes command-line scripts through a management control plane (MCP).