Developer Tools MCP Repositories

Collaborative multi-agent AI system designed to tackle complex tasks through effective agent collaboration, utilizing web search and data analysis capabilities via a REST API interface. Offers a flexible framework for customizing agents, tasks, and logic to enhance productivity and collective intelligence.

Manage and interact with knowledge graphs using Neo4j. This server provides an stdio-based interface for creating, updating, and searching entities and relationships in a graph database format.

Facilitates communication and collaboration among specialized LLM agents across systems, enabling context sharing, task management, and asynchronous coordination. Integrates with GitHub for issue tracking and PlanetScale for scalable data management.

Analyzes codebases to generate dependency graphs and architectural insights, providing an understanding of code structure, dependencies, and architectural patterns across multiple programming languages.

Execute shell commands through AI agents with multi-shell support and detailed error handling. Integrates command execution directly into applications for enhanced workflow efficiency.

Integrate Claude Desktop with the Claude API for enhanced interaction, allowing for longer context windows, custom system prompts, and effective conversation management. This server facilitates seamless switching between basic usage and advanced API features.

Integrate AI assistants with Azure DevOps for managing work items, pull requests, and wikis. Automate tasks and retrieve information to enhance collaboration and productivity within development workflows.

Perform real-time Google searches while bypassing anti-bot mechanisms and handling CAPTCHAs automatically. Extract structured search results in various languages and regions to support AI assistants.

Connects to Figma's API for extracting design components, styles, and text, while facilitating design system analysis and UI content management. Supports generating documentation for developers and allows AI integration for design workflow enhancement.

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

Enables AI assistants to search and interact with documentation or codebases by pointing to a Git repository or local folder, allowing for natural language queries about the contents.

Feature flagging solution that integrates customer feedback for rolling out features, enabling adaptive product management and user satisfaction enhancement.

Transforms natural language commands into ROS commands for robot control, facilitating complex task execution and environmental adaptation. Compatible with both ROS and ROS2 systems through WebSocket-based communication.

Integrate with Apple applications to manage and send messages, emails, notes, contacts, and more.

Manage Terrakube workspaces, variables, modules, and organizations through a comprehensive API. Ensure type safety and robust error handling while simplifying operations and enabling flexible environment configurations.

Debug Node.js applications at runtime, enabling the identification and resolution of issues efficiently. Integrates with tools like Cursor and Claude Code for enhanced debugging capabilities.

Facilitates the development and deployment of Go applications within a containerized environment, optimizing performance and simplifying management processes. Provides tools for building and running Go projects with minimal setup.