Next-gen NetSuite data modeling with semantic context and cross-system data exchange.

Demonstration of Model Context Protocol (MCP) integration with Claude Desktop

Demonstrates standardized integration exposing GitHub tools for repositories, issues, PRs, and code search.

A Model Context Protocol (MCP) server for Postman API integration

Read-only protocol with system-key authentication, offering typed API access to arts, users, invites, and workflow integrations via Claude Code.

Resolves scripture references across translations with semantic, context-rich cross-links for explorer-focused AI workflows.

Local GPT-5 integration via Claude Desktop with multi-turn prompts and direct OpenAI API access.

Local retrieval-focused knowledge base for WebAuthn with offline embeddings, section-aware chunking, and a single ask tool.

A compact orchestration layer for K6 tests enabling dynamic, scalable context-driven execution with seamless integration.

Lightweight .NET skeleton enabling VSCode integration and tool development for context-aware protocols with stdio transport and sample tools.

State-focused weather alerts and location forecasts via a lightweight TypeScript API for rapid experimentation.

Enables AI agents and apps to programmatically manage Plane workspaces, projects, issues, cycles, and workflows.

Node.js optimized Azure SQL access with Entra ID authentication, offering secure parameterized queries and rich tooling for schema, views, and stored procedures.

Practical, hands-on exposure to the Model Context Protocol using FastMCP, highlighting practical setup and real-world integration patterns.

A multi-agent collaboration substrate with persistent sessions and MCP protocol compatibility for real-time coordination.

A lightweight JavaScript implementation of the Model Context Protocol to enable context-aware routing, dynamic sessions, and policy-driven interactions across AI models.

Demonstration repository for MCP (Model Context Protocol) tools integration

Python-based implementation enabling standardized browser actions via Selenium, with extensible actions, driver/session management, and a unified tool facade for seamless integration with LLMs and external agents.

Ledger-backed cross-network Ethereum tooling with hardware signing, real-time balances, token/NFT discovery and AI-ready automation across networks.

Lightweight Python scaffold to validate context protocol flows, enabling quick experimentation and protocol compatibility checks.

Generates and plays MIDI files from structured composition data with JSON input, offering simple playback and file output.

Provides Terraform validation, plan generation, init, and HCL formatting with standardized tooling for AI-assisted infrastructure tasks.

Willem's Collection of Model Context Protocol (MCP) Servers

Node.js tool enabling AI assistants to control a UDP-enabled fan with health checks, speed control, and LED indicators.