Developer Tools MCP Repositories

Enables AI assistants to perform code reviews on GitLab merge requests by accessing diffs, commits, comments, and managing reviews through the GitLab API. Facilitates seamless interaction with development environments for enhanced code review workflows.

Provides real-time system monitoring capabilities for CPU, memory, disk, network, battery, and internet speed metrics. Enables querying of detailed system resource usage and internet performance for enhanced diagnostics and management.

Manage and execute Dify workflows with support for on-demand operation of multiple custom workflows.

Execute terminal commands securely and efficiently with enhanced security controls. Ideal for development systems, it enables seamless integration with AI assistants supporting the Model Context Protocol.

Analyze audio files to extract features such as beat, duration, and MFCCs, including support for audio from local files, YouTube links, or direct audio links.

Manage and monitor Expo development servers, enabling operations like starting, stopping, and querying server status while accessing logs and performing file operations. Streamlines the React Native development workflow and supports automation and AI-driven integrations with extendable tools.

A utility toolkit designed for integrating code analysis, manipulation, and testing workflows, specifically for Java projects. It facilitates management of Java classes and retrieval of test execution logs.

Provides access to Astro documentation for AI agents to assist with Astro-related tasks. Enables searching, listing, and reading documentation sections through a simple interface.

Construct hierarchical conceptual maps (Xmind format) using structured input, enabling persistence to local storage. This utility is designed for seamless integration with Claude Desktop and other Model Context Protocol (MCP) compliant applications for advanced diagramming.

Search for nearby places using IP-based location detection and Google Places integration. Provides a customizable interface to filter results based on keywords and radius.

Interactive platform for learning Git commands and workflows through practical exercises and tutorials. Focuses on enhancing version control skills and repository management.

Facilitates interaction between AI models and Ansys/AGI STK for advanced simulation tasks, enabling control over STK Desktop using natural language. Allows users to create simulation scenarios and manage satellite configurations through an intuitive MCP interface.

Generates data models and a Dapper-based Data Access Layer (DAL) efficiently from a database schema. Supports batch generation of models and allows customization and extension of the generated code to fit specific needs.

Exposes Fabric patterns as callable tools for integration with Cline, enabling the execution of complex pattern logic within AI applications. Facilitates enhanced productivity and automation through seamless utilization of Fabric patterns.

Integrate software engineering capabilities through a standardized MCP interface, enabling the execution of shell commands, code analysis, and file management. This tool enhances development workflows by providing seamless access to various coding resources.

Manages multiple MCP servers and dynamically routes requests across them. Fetches tool, prompt, and resource configurations from the MetaMCP App.

Interact with Microsoft Office applications like PowerPoint and Excel to create, modify, and analyze presentations and spreadsheets using natural language commands. Automate complex tasks and data manipulations efficiently within the Office environment.

Manage and organize development tasks using a CLI, with features for breaking down complex projects, tracking progress, and adapting to changing requirements. Integrates with Cursor IDE via MCP for enhanced productivity.

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

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

Facilitates code creation, modification, and deletion using advanced language models. Supports automated file management and code generation through structured XML instructions.

Integrates with Backlog projects to provide data access and analysis. Retrieve project details, manage issues, and generate summaries using Backlog's API.

Enables AI assistants to control robots through ROS 2 topics using natural language commands, executing movement as timed velocity commands on robots. It processes commands and publishes `geometry_msgs/Twist` messages to manage robot movements efficiently in both simulation and real environments.

Offers preset prompt templates for tasks like code review, API documentation generation, and code refactoring, supporting dynamic parameter replacements and easy modifications. Integrates seamlessly with editors like Cursor and Windsurf to enhance user experience.

Enables autonomous reverse engineering of applications using Ghidra's analysis tools, facilitating decompilation, binary analysis, and method renaming automation. Integrates with various MCP clients to improve reverse engineering processes.

Provides AI-assisted access to Vonage API documentation for targeted search and content extraction, facilitating quick access to relevant information about communication APIs. Integrates with external web search APIs to enhance documentation retrieval.

Enhanced SSH is a secure remote server that allows users to execute commands on other computers while maintaining persistent sessions and managing multiple windows for efficiency.

Integrates GIS capabilities for geospatial analysis and operations, supporting geometric operations, coordinate transformations, and spatial calculations. Utilizes GIS libraries such as Shapely and PyProj for enhanced AI spatial functionality.

Facilitates Grey Hack game development with tools for code search, transpilation, and validation against the official Grey Hack API. Streamlines coding tasks by generating templates for common game functionalities.

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.