Exercise: Integrate Model Context Protocol with GitHub Copilot

Exercise: Integrate Model Context Protocol with GitHub Copilot

OAuth 2.1-secured integration for Nettskjema with token caching, form management, submissions, invitations, and data exports.

Elixir-based toolkit for building context-aware components with HTTP examples, Bandit integration, and HexDocs publishing.

Hands-on project demonstrating building, testing, and deploying tools for AI assistants using Model Context Protocol, FastMCP, and UV, with practical samples and integration patterns.

Minimal, multi-server MCP client with AI chat, dual LLM support (OpenAI/Ollama), Docker-ready servers, and auto provider selection for streamlined testing.

Zero-config bridge delivering LSP-powered code intelligence to MCP clients with auto-managed servers and on-demand initialization.

cd14712 model context protocol

Secure, defense-in-depth MCP projects showcasing safe real-world tool access to databases and live web search with production-ready UI.

A Python toolkit to build, package, publish, and host customizable model-context servers and clients with streamlined deployment.

MCP MODEL CONTEXT PROTOCOL

Python-based weather context module with lightweight endpoints for contextual signals and model-ready metadata.

Model Context Protocol

A Python-based server for coordinating and sharing model context across AI agents, with a standardized protocol.

Enterprise-grade, protocol-first infrastructure delivering horizontal scalability, session persistence, and full observability with pluggable transports and feature-based extensions.

Demo run using MCP to scale AI Agents Tool usage

Model Context Protocol

Model Context Protocol

model context protocol

Demo For MCP server and client

ModelContextProtocol

Local HTTP vault access with token authentication, enabling programmatic note management and search.

Developer-friendly sandbox for rapid prototyping, benchmarking, and seamless data integration of Model Context Protocol experiments.

Lightweight, extensible admin toolkit for configuring, monitoring, and orchestrating AI model contexts.