Developer Tools MCP Repositories

Control iOS simulators using natural language commands to automate app management, UI interactions, and debugging tasks, streamlining the development workflow.

Bridge Unity's development environment with large language models to enable AI-driven interaction with Unity's tools, facilitating rapid prototyping, automation, and advanced workflows. Connects to multiple LLM clients for enhanced development productivity.

Provides a framework for easily configuring API routes and managing associated logic, including parameter validation, authentication, and cross-origin settings. Facilitates rapid development of API interfaces while keeping configuration and business logic separate.

Create and manage a Model Context Protocol server to integrate various tools and resources, enhancing applications with real-world data and actions. Supports TypeScript and modern JavaScript tooling for streamlined development.

Integrates Google's OR-Tools constraint programming solver with Large Language Models to enable constraint model submission, validation, parameter setting, and solution retrieval and analysis.

Systematic reasoning server implementation for Claude Desktop, supporting Beam Search and Monte Carlo Tree Search (MCTS) for enhanced complex problem-solving. Features experimental algorithms for policy simulation and adaptive exploration.

Access and retrieve information from the PyPI package repository, including metadata, version histories, and download statistics for Python packages. Perform searches for packages using keywords and get detailed insights to streamline development processes.

Retrieve detailed system information such as platform, memory, CPU, network, and user data for use in applications. Supports cross-platform operation and is easily integratable with MCP-enabled tools.

Interact with EPICS process variables to retrieve and set values, and fetch detailed information about PVs, facilitating integration into automated workflows and monitoring solutions.

Convert various APIs into MCP (Model Context Protocol) tools seamlessly for enhanced application capabilities. Easily integrate and manage APIs within the MCP ecosystem.

Facilitates access to Figma files and prototypes, enabling integration of design assets directly into AI coding environments. Streamlines design workflows by connecting AI agents with Figma's design resources.

Proxies requests from clients to JetBrains IDEs, enabling integration with various tools and data sources through the Model Context Protocol.

Enables secure and structured interaction with Microsoft SQL Server databases, allowing users to list tables, read table contents, and execute SQL queries with controlled access.

Access high-quality web search results powered by AI, facilitating the retrieval of information from the internet. The server integrates various tools, allowing for seamless management and interaction with these tools through a structured approach.

Programmatically create and manage workflows in n8n. Supports workflow creation, validation, export, and REST API interactions via the Model Context Protocol.

Yazi is a high-performance C++ framework for building backend services capable of managing millions of concurrent connections, streamlining network programming and backend development processes with various robust tools and features.

Enhance applications by connecting to various data sources and tools to integrate and manipulate data workflows. Enable agents to interact with real-world data in a secure and efficient manner.

Enables safe and isolated execution of Python code within Docker containers, allowing for package management and interaction within multiple sandboxes. Provides access to generated files via web links and facilitates interactive Python environments for users and language models.

Provides a collection of algorithmic challenges and solutions sourced from platforms such as Programmers and LeetCode, aimed at enhancing users' coding and problem-solving skills related to algorithms and data structures.

MCP server for launching and managing applications on macOS, capable of listing applications installed in the `/Applications` folder and launching them by name or opening specific files with designated applications.

Programmatic control over iOS simulators, enabling the listing of available simulators, booting and shutting down simulators, installing .app bundles, and launching apps by their bundle ID.

Connects Blender with Claude to analyze and manipulate IFC models, enabling querying of project information, exploration of spatial structures, and execution of Python code within Blender.

Interact with Databricks clusters, jobs, and notebooks using the MCP protocol. Provides seamless access to Databricks functionalities for efficient data workflow management and automation.

A deliberately vulnerable implementation of the Model Context Protocol (MCP) designed for security researchers to explore and learn about common vulnerabilities in AI/ML model serving systems, including issues like unsafe model deserialization and input injection.

Access Microsoft Bing AI with a consistent user interface for seamless chat interactions and advanced features such as image generation. The server supports local deployment and customization while facilitating use without the need for a Microsoft account login.

Provides a secure MCP server implementation utilizing Server-Sent Events (SSE) for real-time streaming of JSON-RPC messages, facilitating interaction between LLM applications and MCP servers via HTTP. Supports tool listing, calling, and integration with debugging tools like MCP Inspector.

Provides an AI-powered SEO toolkit with capabilities for generating keywords, optimizing meta tags, automating article workflows, and engaging in AI chat interfaces. Operates locally with privacy through Ollama integration and features a user-friendly Streamlit interface.

Provides secure remote access and command execution through SSH with an integrated SQLite database for credential management. Developed in TypeScript, it ensures a type-safe environment for enhanced development.

Analyze memory dumps to detect malware and perform memory forensics using a natural language interface, making the process accessible to users without specialized knowledge.

Enables interaction with VRChat avatars and environments through a high-level API, utilizing OSC for communication. Facilitates control of avatar parameters, movement, messaging, and responses to VR events for enhanced virtual reality experiences.