PHP-based MySQL integration enabling direct DB access, SQL execution, and schema export for Windsurf IDE via MCP.

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.

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.

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

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.

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.

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

Go-powered, plugin-driven MCP with financial and housing data, real-time WebSocket communication, REST access, Copilot-ready, and Docker support.

CLI-driven integration harness leveraging Summer of Making's unofficial API for fast project search, cloning, and content retrieval.

AI-powered semantic and keyword hybrid search across Documenters data with real-time sync and rich city-level context.

Reusable, TypeScript-based template with MongoDB, Typesense, prompts, and tool framework for rapid, production-ready context systems.

Delivers three specialized web search tools for timely results, developer depth, and intelligent debugging guidance.

Generates GUID values on demand (v4/v7) with .NET tooling and straightforward, IDE-friendly configuration.

Public API integration example combining weather and tourism data through a Java/Spring workflow with simple JSON-based configuration.

Enables AI agents to search Spotify catalog via tracks, artists, and track details.

Docker-first integration enabling gas-free AI interactions with Stability via robust tooling and SDK.

AI-powered browser automation with Playwright, real-time interaction, and Azure DevOps integration for streamlined, session-based end-to-end testing.