Standardized context exchange enabling cross-model collaboration, adaptive routing, and tool integration through pluggable adapters and policies.

Context-driven weather insights with adaptable data sources and auditable decision traces, enabling proactive alerts and cross-actor collaboration.

Protocol enabling hosted model context with capability negotiation, real-time tool provisioning, and multi-actor coordination for dynamic AI tooling.

MacOS-based screen capture with OCR, text search, and automation for UI tasks

Repositorio de demostración para mostrar las capacidades del MCP (Model Context Protocol) de GitHub

Standardized MCP for GitHub API interactions with structured actions, context management, and safe workflows.

Natural-language Hue light control with automatic bridge onboarding, per-room actions, and straightforward tooling for quick local automation.

A simple workshop which aims to explore usecases of model context protocol (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.

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.

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

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

Python MCP exposing Airtable operations through a gateway to enable LLM-driven data orchestration and record management.

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.

A repository demonstrating the Model Context Protocol (MCP) for AI agent interactions

MCP-powered analysis of SOTA univariate anomaly models for constant target trends, offering automated literature benchmarking and docs.

Real-time monitoring with battery health, alerts, and maintenance insights for EG4 solar systems.

Connects n8n automation with external clients, enabling discovery, activation, execution, and real-time monitoring.

Headed Chrome browser automation with remote support, resilient Chromium handling, and dev-container readiness for AI-driven web tasks.

MCP (Model Context Protocol) related repository for personal app development

Context-driven automation with filesystem-backed actions, reusable templates, and practical examples to streamline agent interactions and data workflows.

Python-based MCP server toolkit for OpenSearch focused on stdio-driven context exchange and lightweight extensibility.