A super simple Model Context Protocol (MCP) server deployed on AWS Lambda and exposed via Amazon API Gateway, deployed with Serverless Framework.

Multi-account Gmail integration enabling read, send, search, and real-time monitoring with secure OAuth flows.

Isolated Docker-based environments enabling multi-language code execution, package management, and reproducible setups with persistent containers and Dockerfile exports.

DigitalOcean MCP Server for deploying and managing apps on App Platform

An Azure Foundry workshop integrating PostgreSQL with vector search for enterprise sales analytics.

Proof-of-concept for live human input via MTurk, with sandbox testing and a hosted form guiding AI decisions through simple text tasks.

Exposes Databricks Genie capabilities as executable tools for natural language data exploration, Genie-driven SQL, and secure Databricks authentication.

A curated list of Model Context Protocol (MCP) servers and tools. Discover and explore various MCP implementations that enable AI models to connect with external data sources and tools.

Go-based MCP server delivering Microsoft Graph Security data with automatic field selection, TTL caching, and intent-aware detail control.

Sample implementations of MCP Servers running on AWS Serverless compute Resources

DynamoDB table and index management, throughput tuning, and CRUD operations with safe-delete safeguards.

YNAB Model Context Protocol (MCP) server for Claude Code integration

A Model Context Protocol server for querying Supabase databases and generating TypeScript types, with schema-aware queries and local/remote support.

MCP server for FinOps cloud cost analysis using FOCUS billing data. Query AWS, Azure & GCP costs with AI assistants like Claude.

On-behalf-of (OBO) flow for MCP Server

Ariadne enables deterministic Cypher-based reasoning over Kubernetes relationships for coding agents, using a Memgraph-backed graph.

Connects AI agents to Comfy Cloud for image generation, model search, and workflow management with Claude, Cursor, and other MCP clients.

Community catalog + Docker-first implementations of Model Context Protocol (MCP) servers across the Microsoft ecosystem — Azure, Microsoft 365, Fabric, GitHub, Copilot Studio.

The Azure Database for PostgreSQL allows you to manage Azure Database for PostgreSQL resources using natural language prompts.

It shows how to use an agent based on LangGraph with MCP.

GA-hosted, cross-client literature workflow assistant with search, citation checks, and discovery across major copilots.

Lightweight, AI-ready Markdown notebook on Cloudflare Workers with zero-install MCP, presentation mode, and REST API for external agents.

Translates AI prompts into Pharos GraphQL queries, delivering target, disease, and ligand data via a Cloudflare-based, accessible API.

Proof-of-concept enabling Claude Desktop to invoke Cloudflare Worker bindings via a native RPC interface.