Model Context Protocol Demo on Google Cloud

Azure MCP Server Python

Secure access to National Park Service data via state-based listings and park details with Claude Desktop integration.

Jira Cloud-focused integration enabling issue search and retrieval via Jira API for Claude Desktop workflows.

TypeScript-based MCP server enabling Claude to read, create, and manage Google Calendar events with a simple Mac setup.

Unified Neo4j toolkit enabling natural language Cypher, memory graphs, Aura management, and interactive data modeling with multi-transport deployment.

Spring AI powered OMDB access with protocol-compliant tooling, HTTP JSON-RPC, and adaptive caching for fast movie data retrieval.

Auto-generates tools from Docker commands via Mediator, exposing a Java-based extensible toolkit with non-annotated method support for broad integration.

Kubernetes resource management with multi-cluster federation, OAuth 2.1, and robust observability for production-grade deployments.

Minimal, production-ready endpoint leveraging streamable HTTP transport and API Gateway, with per-request stateless processing via the official SDK.

A proxy MCP server for diagnosing MCP servers

Azure Terraform MCP Server

JavaScript-based demo exposing Clever Cloud tools for integrated workflows and client tooling.

Secure, self-hosted budgeting with AI agent access via MCP, featuring IMAP parsing, multi-account management, and budgeting dashboards.

AI-driven Spinnaker integration enabling context-aware deployment decisions, proactive issue detection, and autonomous optimization across pipelines and deployments via a standardized interface.

AI Infrastructure Agent enables natural-language AWS management, dynamically creating, updating, and deleting resources with AI-driven guidance.

Model Context Protocol (MCP) server for Google Analytics 4 (GA4) that enables LLMs to access and analyze GA4 data

Framework enabling AI assistants to automate Lightroom workflows, script Adobe apps, and securely manage assets.

sample mcp server automation

MCP server to manage apache beam workflows with different runners

Kubernetes-oriented control protocol tool for managing deployments, pods, services, and more via a streamable HTTP interface with IDE-friendly workflows.

Go-based Kubernetes component enabling model context exchange and coordination across microservices.

Fetches latest AWS announcements and blogs for specific services with flexible filtering and regional options.

Google Calendar integration via streaming HTTP interface for natural language tasks with Claude Desktop.