Auto-exposes FI library functions as type-safe MCP tools via introspection with markdown-based docs.

Seamless model-context integration with Copilot enabling prompt sharing, tool access, and improved collaborative coding workflows.

Exercise: Integrate Model Context Protocol with GitHub Copilot

A focused extensible test harness for validating model context interactions with configurable components and observable exchanges.

CLI tool to explore MCP implementations, list capabilities, invoke tools, and interact via REPL with JSON-RPC and templates.

Automated testing project using Playwright Test with Model Context Protocol for saucedemo.com

Lightweight FastMCP server with tooling to list Java methods, auto-generate JUnit tests, and run Maven tests.

InterPro API integration with Claude Desktop enabling rich protein domain, structure, and taxonomy data access.

Postman-style MCP endpoint tester with pluggable transports, live logs, and schema-driven JSON-RPC composition.

Node.js integration enabling secure access to 21+ GoHighLevel capabilities with async API, REST option, and strong typing.

Exercise: Integrate Model Context Protocol with GitHub Copilot

Exercise: Integrate Model Context Protocol with GitHub Copilot

Exercise: Integrate Model Context Protocol with GitHub Copilot

A lightweight Go-based MCP test server that simulates MCP interactions for development and CI testing, with extensible hooks.

Automates Chrome DevTools interactions with a model-based context for security testing and web analysis.

ai

Exercise: Integrate Model Context Protocol with GitHub Copilot

Exercise: Integrate Model Context Protocol with GitHub Copilot

Test repository for MCP (Model Context Protocol)

Java-based solution enabling seamless ECUC model querying within VS Code workflows.

Hands-on, Python-based exploration of context-aware tooling with prompts, resources, tools, and inspector-driven testing.

Learning-focused MCP server demonstrating JSON-RPC over stdio, Zod-validated tools, and resource management with ready-made examples to experiment and extend.

Thin MCP server wrapping HTTPCraft CLI to empower AI agents with advanced HTTP testing and automated workflows.

Lightweight prototype exposing three intuitive tools with discovery and RPC-style invocation for AI assistants.