Developer Tools MCP Servers

CTFd

Integrate AI agents and automation with CTFd instances for challenge management and flag submission.

OCR

Enables AI Agents to perform image text recognition via the Model Context Protocol.

Fetch

Enables Large Language Models (LLMs) to retrieve and process web content, converting HTML to markdown for easier consumption.

Dbhub

Provides a universal database gateway, enabling MCP-compatible clients to connect to and explore various databases.

Java

Exposes Java APIs from Git repositories to AI coding assistants.

MarkLogic

Implements a Model Context Protocol (MCP) server for performing CRUD operations and querying documents within a MarkLogic database.

Spotipy with Dual Mode

Control Spotify playback and library directly from your terminal or through AI assistants.

Vegas AI Control

Enables remote control and automation features within MAGIX Vegas Pro by leveraging its scripting API.

Google Calendar

Integrate with Google Calendar API to retrieve events for specific dates via Model Context Protocol.

SimpleCalculator

Demonstrates a custom Model Context Protocol (MCP) implementation for basic arithmetic operations.

Apple Notes

Automate common Apple Notes tasks, including listing, searching, reading, creating, updating, and deleting notes on macOS.

Postman Tool Generation

Generates AI agent tools from Postman collections and requests, integrating with the Postman API to convert endpoints into type-safe code for AI frameworks.

HAPI FHIR

Enables Large Language Models to perform generic FHIR operations on a HAPI FHIR JPA server using user-provided JWT tokens.

Moon Phase

Calculates moon phases and illumination based on date and time, providing a clear example of an MCP server.

Math

Provides a Python-based example for mathematical computations, leveraging the FastAPI framework.

TradingView

Provides advanced cryptocurrency and stock market analysis using real-time TradingView data for traders, analysts, and AI assistants.

Monobank

Interacts with the Monobank API to retrieve financial data.

Python Interpreter

Enables interaction with a Python interpreter and file system within a Docker container environment.

Delay Doomsday

Provides automated therapeutic support for AI agents to mitigate potential distress.

Demo Server

Provides a boilerplate server for the Model Context Protocol, featuring TypeScript, DDD architecture, dynamic component loading, and example modules.