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MCP Servers

tutorial for mcp server development

Build lightweight MCP servers in plain Java with annotations, generated schemas, and no Spring runtime

A desktop AI chat application built with Wails v2 (Go backend + Vue 3 frontend) that connects to OpenAI-compatible LLM APIs with MCP tool calling support.

A multi-agent collaborative screenplay storyboarding system that splits scripts in various formats into script units optimized for AI text-to-video generation durations.

Omnigentx Jarvis — voice + chat AI assistant powered by Fast Agent (MCP) with Vue dashboard. Single-user, self-hosted, multi-skill orchestration.

Connect the power of the Fabric AI framework to any Model Context Protocol (MCP) compatible application.

A Home Assistant conversation agent that uses MCP (Model Context Protocol) for efficient entity discovery, achieving compared to traditional methods. Works with LM Studio, llama.

This project provides Model Context Protocol (MCP) for the Mifos X Ecosystem, enabling AI agents to access financial data and operations.

Lighthouse for MCP — score any MCP server 0–100.

A Node.js package and GitHub Action for evaluating MCP (Model Context Protocol) tool implementations using LLM-based scoring, .

mcp_dart is a dual-era Dart and Flutter SDK for MCP clients, servers, and AI hosts. It implements the complete core client/server wire surface of the locked MCP 2026-07-28 specification, retains the...

A Model Context Protocol (MCP) server that enables AI agents to interact with Azure Cosmos DB through natural language queries.
Agent Skills

upfetch is an advanced fetch client builder with standard schema validation, automatic response parsing, smart defaults and more.

📚 Check out the comprehensive docs with detailed guides, examples, and best practices!

For more advanced capabilities and end-to-end machine learning, visit www.k-dense.ai.

is the open-source, MIT-licensed agent skill powered by the world's first agentic AI user researcher.

— The node schema bundled with n8n-as-code is built against the latest stable release of n8n. Keep your n8n instance up to date for best generation and validation results.

Your AI skills and agents, finally organized.

An interactive five-chapter night walk through a Kyoto mountain temple, rendered live in Three.js.

When Codex starts feeling heavy after weeks of chats, terminals, logs, worktrees, and project history, this gives you a calm way to inspect what is going on and reduce local drag.

A curated collection of JavaScript snippets to measure and debug Web Performance directly in your browser's DevTools console.

Model export recipes, Python primitives, and Swift runtime utilities for building on-device AI with Core AI.

Beautiful React Native components. One command away.

A CLI written in Go language that writes git commit messages or do a code review brief for you using ChatGPT AI (gpt-4.1, gpt-4o model) and automatically installs a git prepare-commit-msg hook.