Python-powered interface bridging AWS Bedrock with MCP, offering a web chat, multi-model access, and MCP-formatted responses for streamlined integration.

An open, modular Claude-based integration enabling secure, scalable context sharing across plugins with extensible connectors and developer-friendly tooling.

Privacy-first, on-device context management for local AI agents with offline operation and persistent state.

Secure, auditable GitHub automation harness using a standardized context for multi-step AI actions.

A tools for Model Context Protocol (MCP) in Azure

My experiments with Anthropic's Model Context Protocol (MCP)

Enables LLMs to fetch galaxy properties from HyperLEDA via a streamlined data API for precise celestial queries.

MCP (Model Context Protocol) Server and tools for LinkedIn

MCP JSON configuration files for Model Context Protocol servers

Intelligent weather agent leveraging A2A JSON-RPC, GPT-4, and Open-Meteo with production-grade performance, observability, and resilient deployment.

A unique MCP server delivering OPET fuel prices by province with Claude AI integration, featuring easy setup and robust error handling.

Lightweight filesystem operation interface with handlers for open, read, edit, and directory management, designed for seamless testing and IDE integration.

Lightweight LLM integration with flexible backends, context-aware prompts, and built-in monitoring for scalable AI workflows.

Demo repository for MCP (Model Context Protocol) server integration

Exercise: Integrate Model Context Protocol with GitHub Copilot

Go-based integration enabling AI assistants to access NetSuite data via SuiteQL queries and metadata, secured with certificate-based authentication.

Exercise: Integrate Model Context Protocol with GitHub Copilot

Exercise: Integrate Model Context Protocol with GitHub Copilot

Exercise: Integrate Model Context Protocol with GitHub Copilot

Integrates an MCP server with GitHub Copilot to automate research, issue management, and PR workflows in AI-assisted development.

Exercise: Integrate Model Context Protocol with GitHub Copilot

Guides contextual MCP integration with Copilot through practical prompts and hands-on exercises, highlighting unique, context-aware workflow.

Exercise: Integrate Model Context Protocol with GitHub Copilot

Extracts YouTube captions, topics, and playlist metadata using yt-dlp and YouTube Data API v3 with Claude Desktop integration.