Learning & Documentation MCP Servers

First Project

Demonstrates fundamental Model Context Protocol (MCP) server creation on .NET 10, enabling AI assistants to utilize essential mathematical and string processing tools.

Run Python

Execute Python code in a secure, sandboxed environment for safe development and testing.

FastDemo

Provides a basic Model Context Protocol (MCP) server demonstration with a web user interface.

Amplemarket Knowledge Base

Provides seamless access to the Amplemarket Knowledge Base via Pylon's API for MCP-compatible clients like Claude Desktop.

Toolkittest

Provides a development practice repository for building MCP Servers using Node.js and TypeScript.

PDF RAG

Provides a Retrieval-Augmented Generation (RAG) database for PDF documents, leveraging semantic chunking and vector search for intelligent content retrieval.

Research Assistant for Insurance Policy Design

A multi-agent NLP system analyzes, summarizes, and compares insurance policy documents, enabling intelligent document understanding, semantic search, and comparative analysis between Tunisian and international insurance standards.

Knowledge Graph

Tracks student learning progress and schedules review sessions using a personalized knowledge graph with spaced repetition.

ArXiv Paper

Access and parse scientific papers from arXiv, supporting Model Context Protocol for AI integration.

Crash Course

Provides a practical demonstration and guide for using the MCP Python SDK.

Documenter

Automate comprehensive documentation generation for diverse software projects, analyzing structure, dependencies, and code metrics.

Mcps Playground

Experiment with Anthropic's Claude and the Model Context Protocol (MCP) through an interactive web interface.

Bitrix REST API Documentation

Provides AI assistants with direct, up-to-date access to Bitrix24 REST API documentation.

Hello World

Demonstrates the Model Context Protocol (MCP) through a simple client-server greeting tool utilizing standard input and output for communication.

Auth

Enables the construction of remote MCP servers featuring robust authentication and authorization capabilities via OAuth2.1.

Financial Report Generator

Generates detailed financial reports for various companies, serving as a practical demonstration for learning the Model Context Protocol (MCP).

CPR

Delivers structured CPR training content, including lessons, videos, and reflective questions, via a JSON-RPC over HTTP server for AI assistants and applications.

eRegulations

Provides structured, AI-friendly access to eRegulations API data for querying administrative procedures.

Sassy-Scotty

Empower CMU students with a Gen Z-styled productivity app to manage tasks, sync with Canvas, track sprints, and stay motivated with a vibe coach.

Learn MCP By Building

Implement the Model Context Protocol (MCP) by building AI tools with a modular framework for creating MCP-compatible servers and clients.