Streamlit-based tool tailors study plans by integrating YouTube with Drive or Notion for notes, delivering personalized curricula and real-time progress tracking.

Lightweight Python toolkit for rapid, context-aware workflow orchestration with Gemini CLI integration and robust local testing.

AI-powered workflow automates job applications by generating tailored resumes and cover letters, tracking progress in Notion, saving artifacts to Google Drive, and emailing follow-ups.

Secure Gmail automation bridge enabling Claude to connect with Gmail to perform common email operations.

Converts OpenAPI specs to FastMCP-ready Python implementations with CLI-driven generation and multi-transport support.

Real-time price feed with Model Context Protocol integration, delivering accurate, structured market data for AI workflows, dashboards, and automated trading.

A proof-of-concept Model Context Protocol (MCP) server for task management

Lightweight weather data fetcher from wttr with easy city-based queries and Docker deployment.

FastMCP-based bridge controller for Philips Hue that exposes simple tools to connect to a Hue Bridge, control lights, and query status within MCP workflows.

Enterprise-grade gateway with auth, rate limiting, load balancing, and real-time monitoring for MCP traffic.

Lightweight DouYu info tool enabling ID lookup or keyword searches with Markdown table outputs.

Lightweight time capability that returns current time for any IANA timezone with automatic system TZ detection.

Local MCP server enabling discovery, state retrieval, and on/off control for Switcher KIS devices with timer support.

OAuth middleware bridging Claude's authentication with n8n workflows, featuring Keycloak, dynamic client registration, SSE streaming, and API key fallback for resilient integrations.

Exercise: Integrate Model Context Protocol with GitHub Copilot

Minimal weather tool delivering US forecasts and alerts via NWS API, async Python, no API key required.

A modular, MCP-driven platform enabling contextual AI interviews with persistent focus, dynamic prompts, and cross-service orchestration.

Sample MCP suite showcasing STDIO and HTTP streaming servers and a Next.js frontend to consume an OpenAI-backed MCP.

Cross-language protocol framework enabling chat-like agents with SSE and STDIO integrations, multi-language clients, and test-ready tooling.

ChartIQ-integrated tool that exposes websocket-backed chart control and CLI commands for symbol search and series management.

Real-time, multi-source market data with live quotes, historical data, indicators, and news, featuring intelligent caching and automatic failover.

Bridge LLMs with Notion pantry to manage inventory, recipes, and shopping lists with auto-updates.

Modular platform automating financial risk and regulatory compliance with autonomous agents, RAG retrieval, and regulation document indexing.

A principled tooling suite for debugging test failures with structured analysis and standardized error reporting.