SQLite-backed interface enabling natural language queries via LlamaIndex with HR-focused tooling, showcasing demo and full HR workflows.

Direct RSS/Atom feed access via MCP with feed registration and configurable fetch, enabling Claude-based automation.

A Chrome extension that generates Claude Code commands with presets for Node.js, Python, and more, featuring multi-language support and one-click copy.

AI-powered restaurant simulation using C#, Azure OpenAI, and Model Context Protocol (MCP)

Dynamic PostgreSQL connections with read-only safeguards and a focused MCP toolset for safe, scalable data access.

Dual architecture with real-time streaming, full JSON Schema Draft 2020-12 support, external reference resolution, multi-source storage (PostgreSQL fallback), and automatic schema generation.

AI-powered template enabling rapid MCP creation, one-click Railway deployment, and plug-and-play pre-built components via mcp.json.

A modular KiCad MCP server enabling project management, schematic analysis, netlist extraction, DRC checks, and datasheet indexing for Claude Desktop and other MCP clients.

Pure Bash-powered passwordless login using local faceprints via a minimal TCP-based communication protocol.

Bridges PostgreSQL with a mesh-backed FastMCP server enabling AI-led DB admin, knowledge ingestion, and semantically powered retrieval across corpora.

GraphQL-based toolkit for managing Shopify data across products, customers, orders, blogs, and pages with AI-friendly workflows.

Connects Intigriti's researcher API with Claude Desktop, delivering live programs, scope, and activities for researchers.

Unified gateway aggregating multiple MCP servers via a DXt-style extension model, enabling centralized access and per-context tool control.

Exercise: Integrate Model Context Protocol with GitHub Copilot

Foundation for exposing structured, schema-driven tools via JSON-RPC for AI agents to access live data.

Python-based MCP simulation with a two-agent pipeline using shared context for summarisation and visualization.

A modular platform enabling context-aware AI interactions with a modern frontend, Java backends, Python services, local Ollama model integration, and built-in tool orchestration.

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

A Chapel-focused toolkit offering primer access, on-demand compilation, linting, and automatic CHPL_HOME discovery for AI-assisted development.

Docker-based orchestration with weather and time services, an HTTP bridge, and a web frontend featuring LLM-driven routing and parameter extraction.

Production-ready Python template enabling Model Context Protocol workflows with clean architecture and reusable components.

Integrates Make.com automation with Claude Desktop via MCP, enabling listing, execution, and logs of scenarios through a secure server.

Comprehensive guide delivering architecture, security practices, templates, and cross-language examples for rapid, reliable protocol deployments.

Interactive REPL client for testing MCP protocol via JSON-RPC over stdio with templates and session playback.