A repository demonstrating Model Context Protocol (MCP) for GitHub interactions

An image-driven, lightweight container tool focused on quick Docker container creation and status checks with minimal setup.

A comprehensive setup enabling Claude Desktop to interact with diverse external services through standardized interfaces for memory, web search, file operations, database access, and tooling.

A focused sandbox showcasing Model Context Protocol-driven GitHub API operations for automated repo tasks, branches, PRs, and content workflows.

Real-time Windows control with zero-install on target devices, secure remote management, and seamless cross-client compatibility leveraging built-in features.

Building universal assistants: with LangGraph and Model Context Protocol (MCP)

Fixed dependency setup to resolve zod-to-json-schema ERR_MODULE_NOT_FOUND, enabling deterministic startup and reliable module resolution.

Automates persistent memory setup for Cursor IDE with project-specific rules, memory files, and enhanced AI-assisted coding.

n8n workflow demonstrating an AI agent using Model Context Protocol (MCP) to dynamically discover and execute external tools from Brave Search and Convex with persistent PostgreSQL chat memory.

A Model Context Protocol server for Puppeteer browser automation

Browser automation powered by Puppeteer enabling LLMs to interact with pages, capture screenshots, run JS, and inspect accessibility trees.

Autonomous model-context toolchain orchestrating Gmail and GitHub tasks with OpenAI-driven decision making.

Model Context Protocol server for Odoo integration via OdooRPC

Lightweight, Bash-based integration toolkit enabling rapid, scriptable context management with minimal dependencies.

Unified OpenAI-like image API across multiple backends, enabling DALL·E, Claude, MidJourney, and Flux with flexible configuration.

Hands-on Anthropic MCP examples showcasing seamless prompt context orchestration with reusable blocks and evaluation hooks.

Repository for Model Context Protocol Servers

Open protocol enabling AI apps to orchestrate external tools and data via standardized prompts, tools, and resources for scalable integration.

SSE-based PostgreSQL integration with stdio and SSE clients, enabling tool discovery, execution, and resource access for data tasks.

Exploring the model context protocol.

Python-based testbed for exploring context-aware interactions and protocol iteration, enabling modular routing and lightweight experimentation.

model context protocol

An Azure OpenAI GPT-4o powered chatbot that fuses context from Outlook, local files, and Google Drive via a Model Context Protocol-inspired design.

Cross-platform command execution with automatic Windows/Unix normalization, live output streaming, and working-directory control, designed for seamless automation and integration.