Developer Tools MCP Repositories

Execute shell commands securely in a controlled environment with built-in security measures to prevent dangerous operations while validating command existence.

Validates and filters prompts in LLM workflows to prevent security risks and unauthorized inputs. It checks incoming prompts against configurable NOVA rules, blocking those that match high-severity security patterns and providing structured logging for prompt security.

Facilitates interaction between Claude AI and React applications by enabling project management, running development servers, and executing commands directly from the AI assistant, thus streamlining the development process.

Interact with Android devices to automate development and testing operations, execute commands, manage applications, and transfer files. Integrates AI capabilities with Android device management for improved functionality.

Simulate classical physics phenomena using quantum computing techniques and tools like Qiskit. Provides interactive visualizations and insights into complex systems such as superconductivity and magnetism.

Automates the extraction of context from a codebase for integration with Large Language Models by scanning project directories while respecting .gitignore rules. Formats and structures relevant text files for seamless use by MCP-compatible clients.

Provides secure execution environments for Python code within isolated sandboxes, enabling file management and package installation. Supports modular integration with various MCP clients for enhanced code execution workflows.

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.

Automate network analysis and manage OpenFlow devices using a Python-based interface while tracking active components, network topology, and flow rules.

Set up a customizable MCP server for Claude Desktop to facilitate integration with Google Cloud and manage datasets, enabling effective data interaction and query handling.

Executes Postman collections using Newman to conduct API tests and retrieves detailed results with success/failure status and test summaries. It also supports environment files and global variables for comprehensive testing setups.

Search Metal Framework documentation and generate Metal code for common tasks using natural language queries. Supports querying documentation and generating code in Objective-C, Swift, or Metal based on task descriptions.

Triggers native macOS notifications, plays system sounds, and converts text to speech. Supports customizable visual notifications and voice management features for AI assistants.

Deploy a remote MCP server on Cloudflare Workers featuring OAuth login for secure access. It facilitates integration of LLMs with various tools and real-world data through a seamless connection with MCP clients.

Provides a structured thinking environment for AI assistants to reason through complex problems step-by-step, utilizing built-in templates for various thinking frameworks and ensuring compliance with policies.

Interfacing with GraphQL APIs, enabling LLMs to execute queries and perform schema introspection dynamically.

Provides voice synthesis capabilities compatible with VOICEVOX and similar engines through the Model Context Protocol. Facilitates speech audio generation using AI agents compatible with MCP clients.

Integrates with Apple applications to manage messages, notes, and emails. Enables automation of tasks across the Apple ecosystem using simple commands for improved productivity.

Execute Kubernetes commands from any MCP-compatible client, enabling management of clusters and resources. Retrieve and switch Kubernetes contexts, and run kubectl commands through a standardized protocol.

Expose FastAPI endpoints as Model Context Protocol (MCP) tools with zero configuration. Integrate seamlessly into FastAPI applications for enhanced interoperability with various LLM applications.

Enhances Vite/Nuxt applications with advanced model understanding capabilities to improve interactions and functionalities. Integrates seamlessly into applications for better AI model performance in recognizing and processing app-specific data.

Connect to Linux servers for remote command execution, as well as for uploading and downloading files. This service facilitates efficient management of Linux servers through a Python-based interface.

Interact with a GameBoy emulator by loading ROMs, controlling gameplay through key inputs, and capturing real-time screen visuals. Supports operations via standard input/output and offers a web interface for enhanced user interaction.

Manage MCP servers locally through a command line interface and HTTP API, with functionality to download, start, stop, and restart servers from public GitHub repositories. Access HTTP routes for monitoring and invocation of tools, alongside process management features.

Interact with GitHub repositories to perform file operations, manage branches, and conduct advanced searches. This server supports batch operations and maintains Git history, facilitating effective repository management.

Set up a remote server for integration with Large Language Models using OAuth for secure authentication. Deployable on Cloudflare Workers, it facilitates interaction from various clients through a simple API interface.

Create and manipulate drawings using a canvas interface, enabling the drawing of filled shapes and exporting of images in PNG format. Provides raw canvas data in JSON format for further processing.

Provides Magic UI components, device mocks, special effects, animations, and backgrounds to facilitate UI development. Allows integration with various MCP clients for accessing comprehensive implementation details of numerous UI elements.

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.

Mint ERC-20 tokens across 21 blockchains, manage transactions, and check token balances through an interactive interface. Provide functionalities to deploy tokens, query metadata, and retrieve transaction details.