Developer Tools MCPサーバー

Code Analysis

Enables AI assistants to analyze codebases, calculate code quality metrics, and extract documentation via a Neo4j graph database.

Confluence Communication

Enables interaction with Confluence through CQL queries and content retrieval.

Bitte

Provides Model Control Protocol (MCP) servers for various services, starting with Bitte AI integrations.

Db Timetable

Provides a Model Context Protocol (MCP) server for accessing Deutsche Bahn timetable data.

Coolify

Enables interaction with a Coolify server from Claude desktop.

Time

Provides current time and timezone conversion capabilities through a Model Context Protocol (MCP) server implemented in PHP.

Email

Enables model assistants to access and interact with email accounts via IMAP and SMTP.

Planner

Enables AI assistants to break down complex tasks, track progress, and manage hierarchical task lists.

Hydra

Facilitates AI-assisted cybersecurity research, scanning, and analysis by connecting AI assistants to security tools through the Model Context Protocol (MCP).

Vector

Provides server-side tools for implementing the Model Context Protocol (MCP) in Ruby applications.

Midi

Enables sending MIDI sequences to any software supporting MIDI input.

Qbittorrent

Provides a FastMCP-based service for interacting with the qBittorrent WebUI API.

GPT Image

Enables any LLM-powered chatbot client to generate and edit professional-quality images using OpenAI's gpt-image-1 model.

Saleor

Integrate AI assistants and tools with Saleor Commerce instances to access product, customer, and order data.

Code Graph Context

Parses TypeScript projects, builds rich code graphs in Neo4j, and provides deep contextual understanding for Large Language Models through semantic search and graph traversal.

Ghost

Enables AI-driven reverse engineering and process interaction by injecting an MCP server directly into target processes on Windows.

SQLite Tools

Provides comprehensive SQLite database operations, enabling AI assistants to interact with local databases safely and efficiently.

Memory3

Provides an ultra-lightweight, fully local AI memory system designed for Model Context Protocol (MCP) clients, featuring semantic storage and hybrid search capabilities.

Multi-Agent Memory

Equips AI agents with a shared, persistent memory system capable of operating across diverse machines, tools, and frameworks.

NONMEM

Integrates pharmacometric modeling workflows with NONMEM, providing structured access to models, results, and simulation tools.