Production-ready MCP-based servers orchestrating campaigns, assets, and audiences with vendor integrations.

AI-powered context-driven monetization engine tailored for Qortrola's gaming platform, offering modular prompts and real-time decisioning.

PHPStan-powered JSON-RPC tool delivering structured semantic analysis results for AI agents with Docker-ready PHP 8.4 support.

Unified Harvest data access with time tracking, projects, users, and reporting through a modular, well-tested integration interface.

A Model Context Protocol (MCP) server for Markdown document structure analysis and navigation

Comprehensive MCP validation with automated OAuth discovery, per-server credentials, and full spec testing

Opens files with default or chosen apps and reveals items in Finder, optimized for Claude Desktop workflows.

Proof-of-concept blackjack powered by MCP agents showcasing diverse strategies and real-time, observable MCP interactions.

AI-assisted Playwright test generation via Copilot prompts, leveraging an MCP Server to produce organized, runnable end-to-end tests. It emphasizes a Page Object Model structure, clear code organization, and iterative AI improvements to accelerate test creation and maintenance across web apps for teams.

Modular MCP-powered chatbot routing queries to math, weather, and research servers with config-driven extensibility.

AI-powered Wikipedia article summaries delivered through a context-aware workflow. It combines OpenAI capabilities with LangChain adapters to produce concise, context-aware briefs tailored to each article, enabling reliable knowledge extraction for assistants, educators, and research workflows.

An image generator leveraging ModelScope FLUX to produce web-ready visuals with flexible prompts and multi-type outputs.

Azure DevOps MCP Server - Python package for Model Context Protocol server implementation

A lightweight, Claude-ready bridge that fetches Nurbxfit blog articles from a Notion-backed API via stdio.

Claude-powered PR automation with AI-generated templates, CI/CD insights, and Slack updates for streamlined collaboration

Comprehensive development and testing toolkit for MCMAP, enabling inspection, boilerplate generation, testing, and smooth deployments.

Hands-on learning playground with heavily commented examples, interactive MCP testing, and practical patterns for tools, resources, and prompts.

Kakao Maps-powered MCP server offering geocoding, place search, and traffic-aware routing with multi-destination optimization for Korea.

Repository for a Model Context Protocol (MCP) server implementation with PostgreSQL support.

Programmatic PowerPoint creation via HTTP with slide layouts, bullets, and metadata, container-ready for Azure deployment with MCP integration.

Generate AEM components, templates, dialogs using LLM prompts via Model Context Protocol

Utility suite enabling cross-component context sharing with lightweight serialization and client adapters, streamlining model-context workflows across components.

Getting into the world of Model Context Protocol cause I is smart.

Enterprise-grade Gmail integration in Java leveraging Spring Boot and Spring AI for secure automation and enterprise workflows.