Developer Tools MCP Servers

MemoDB

Manages dialogue contexts and personal knowledge bases for AI applications.

MCP ITSM Integration

Provides a unified interface for LLMs to interact with multiple IT Service Management (ITSM) systems.

Sentry

Enables interaction with the Sentry API to retrieve issue and event details.

Swagger

Emulates a Swagger Petstore API using a dynamic Model Context Protocol (MCP) server.

Volatility

Automates Volatility 3 plugins for memory forensics through natural language queries via API or agent-based workflows.

Ssh

Enables secure shell access to local machines via a Model Context Protocol interface.

LmsPs

Provides a persistent PowerShell session to LM Studio, enabling command execution, directory navigation, and environment variable management.

ClaudeJupy

Execute Python code with persistent state and manage Jupyter notebooks directly within Claude AI conversations.

Kali SSE

Provides a smart, real-time command execution system for Kali Linux, adhering to the Model Context Protocol (MCP) standard.

Search

Enables searching and discovering existing Model Context Protocol servers by live scraping the official GitHub repository.

DB RAG

Enables natural language interaction with databases by transforming plain English questions into SQL queries.

Kanji Alive

Provides access to the Kanji Alive API through a Model Context Protocol (MCP) server, enabling AI models to search and retrieve detailed information about Japanese kanji.

Color Convert

Provides a comprehensive toolkit for color conversion, manipulation, analysis, and accessibility for AI coding agents and assistants.

Medatarun

Transform domain models into executable, shared assets for humans, systems, and AI agents, eliminating guesswork and rework.

Refrag

Optimize retrieval-augmented generation systems through advanced LLM-powered methods, improving precision, reducing context size, and maintaining fast performance.

ChartPane

Renders interactive Chart.js data visualizations directly within AI assistant interfaces and other MCP-compatible clients.

Moist

Connects AI agents to Gmail, providing robust email operations while handling authentication, token management, and API rate limits.

Maltese Law

Provides a comprehensive, AI-readable database of Maltese legislation for cybersecurity compliance and legal research via the Model Context Protocol.

PrompyAI

Evaluates and enhances your prompts for Claude CLI by scoring them against your codebase and rewriting them with AI-generated context.

Better Code Review Graph

Constructs a knowledge graph of codebases for efficient, AI-powered code reviews by providing precise context and qualified call resolution.