A hands-on, integrated solution enabling design, deployment, and governance of multi-agent workflows with MCP-backed exam prep and Foundry integration.

ignite25 LAB517 next gen aks operations with models and agents and mcps oh my

AI-driven note management with DynamoDB storage, dual interfaces, model-function calls, and project-independent personal notes.

Java MCP.Run client enabling installation management and tool invocation with a thread-safe cache and flexible configuration.

gpt-rag-mcp

Go-based bridge to Google services, exposing calendar, Gmail, and chat tools through a unified interface for AI workflows.

Self-hosted, Cloudflare-native knowledge graph for Claude with atomized notes, substantive edges, cross-domain recall, multilingual embeddings, and full user control.

AWS Athena MCP using FastMCP

WebAssembly-based skill runtime that compiles Python functions into portable modules, stores them in OCI, and enables tool-powered inference via centralized interfaces.

Unified web search via Google's PSE with easy IDE integration.

Azure Database for PostgreSQL MCP Server

Self-hosted MCP bridge enabling Claude Desktop to use API features with custom prompts and enhanced conversation management.

A practical starter kit guiding Cloud Platform Engineers and SREs to accelerate AWS infrastructure work with Kiro's AI-powered workflows.

Hands-on Workshop on Building AI Agents with Strands, MCP, and Temporal

Swiss-law aware legal research and drafting assistant with privilege protection, multi-language support, and extensive Swiss databases.

Real-time emissions calculations and rich metadata across electricity, travel, procurement, and cloud resources with Climatiq.

Cloudflare Durable Objects-based bridge enabling WebSocket transport from a local agent via a JSON stdio proxy.

Azure DevOps integration enabling Claude/Cline to manage work items, pipelines, boards, and wikis via natural language workflows with PAT-based security.

A Model Context Protocol repository for Google Photos API

azure container apps mcp sample

A microservice for bundling MCP servers from GitHub repositories and preparing it for deployment.

Developer-friendly MCP server bridging Kafka and Pulsar protocols—built with ❤️ by StreamNative for an agentic, streaming-first future.

OpenArchFlow is an open-source Progressive Web App designed for cloud architects, DevOps engineers, and developers. Generate interactive AWS architecture diagrams from natural language descriptions using AI, Large Language Models (LLMs), AI Agents, and AWS MCP (Model Context Protocol).

A MCP server for DuckDB with auth and friendly sql support out of the box.