API Development MCP Servers

Reddit

Provides a clean foundation for creating custom MCP servers that integrate with AI assistants like Claude or Cursor.

Agentic Chatbot

Develops an agentic chatbot application integrating Spring AI, Model Context Protocol (MCP), NodeJS, Python, and Ollama with the Mistral model for enhanced capabilities.

Weather

Provides real-time weather information and alerts to AI assistants by integrating with the National Weather Service API.

FastAPI Weather Example

Provides an example Model Context Protocol server implementation for AI agents using FastAPI.

Reasoning

Provides a starter template for building Model Context Protocol (MCP) servers for AI assistants.

Weather

Integrates the National Weather Service API to provide real-time weather forecasts and alerts to AI clients.

Splunk

Generates a Model Context Protocol (MCP) server from an OpenAPI specification for a given API.

Fullstack

Provides AI coding agents with a secure, flexible, and extensible environment for executing coding tasks.

Copilot Studio Agent Direct Line

Enable interaction with Microsoft Copilot Studio Agents directly from your code editor using the Direct Line 3.0 API.

IcalPal

Integrates macOS Calendar and Reminders data, enabling AI assistants to query events, tasks, and accounts.

YT Transcript

Fetch and analyze YouTube video transcripts for detailed content insights, bypassing rate limits with CLI-based yt-dlp.

YOURLS

Integrates Claude Desktop with a self-hosted YOURLS URL shortener for seamless link management.

Weather

Integrates with Baidu Maps API to offer comprehensive weather query functionalities.

Invoice Playground

Provides a demonstration environment for invoice management concepts using a multi-service architecture.

Superstore

Extracts orders, product data, and web content from Real Canadian Superstore with direct authentication.

AI Todo

Demonstrates an API-first Model Context Protocol approach with a FastAPI backend and a Next.js client for todo management.

EAM

Provides a robust backend server for managing and exposing callable tools via a JSON-RPC 2.0 API, integrating with Supabase and n8n.

Server Boilerplate

Provides a foundational template for building Model Context Protocol servers compatible with AI assistants.

AI Agents Lab

Provides a suite of AI agent architectures built on the Model Context Protocol (MCP) for standardized, context-aware AI systems.

Holaspirit

Exposes Holaspirit data to AI assistants through a Model Context Protocol (MCP) interface.