Developer Tools Servers

Orchestrates agile development workflows by integrating business requirements with development processes to streamline project management and delivery for teams bridging business stakeholders with technical implementation.

TypeScript-based server for tracking project context across sessions, enabling persistent knowledge sharing through modular, markdown-based memory management with support for multiple development modes.

Renders Mermaid diagrams in real-time with live preview capabilities, automatic browser refresh, and WebSocket-based updates, supporting SVG, PNG, and PDF formats with pan/zoom functionality and collaborative editing integration.

Azure All

Official

Supercharge AI agents with seamless access to Azure services using Azure MCP Server. This project enables powerful automation and management of Azure resources with tools for databases, storage, monitoring, security, and best practices. Easily interact with services like Cosmos DB, SQL, Key Vault, Service Bus, and more—all within compatible AI platforms. Azure MCP Server is in Public Preview and rapidly evolving, making it a versatile solution for both developers and enterprise environments looking to integrate Azure functionality.

Integrates with external resources to provide curated development knowledge for code generation, bug fixing, and context-aware programming advice.

Control and monitor K8s clusters for management and debugging.

Unified server providing access to OpenAI O3, Google Gemini 2.5 Pro, and Azure OpenAI models with automatic usage tracking, cost estimation, and nine specialized development tools for code analysis, debugging, and documentation generation.

Provides a proxy service that connects local MCP clients to remote tool servers through a central routing service, eliminating the need to run your own server infrastructure.

Provides persistent intelligence infrastructure for codebase analysis through hybrid Rust-TypeScript architecture that combines Tree-sitter AST parsing with semantic concept extraction, developer pattern recognition, and SQLite-based persistence to build contextual understanding of codebases over time, learning from developer behavior and architectural decisions.

Integrates with DeepSource's code quality platform to provide access to project metrics, issues, and analysis results for monitoring and troubleshooting code quality directly in conversations.

Provides streaming-based file operations with auto-chunking for memory-efficient handling of large files, including sequential reading, precise line-based editing, batch operations, archive compression, and backup mechanisms with retry logic.

Generates ECharts visualizations as PNG images from JavaScript configuration objects, processing chart dimensions and configurations through server-side rendering to output image files for data visualization and report generation.

Wix

Official Remote

Enables website creation and management with Wix business solutions including eCommerce, booking systems, payment processing, and CRM functionality through natural language commands

Tripo 3D

Official

Bridges AI systems with the Tripo 3D generation API, enabling text-to-3D model creation and manipulation through Blender addon integration for seamless 3D content creation workflows.

TypeScript-based proxy server that aggregates multiple MCP servers while dramatically reducing context token usage through intelligent tool filtering and dynamic discovery, exposing only 3-4 core tools instead of hundreds to enable AI assistants to search for and dynamically enable only the tools they need at runtime.

Integrates with Perplexity API to provide expert programming assistance and persistent chat capabilities for developers and teams.

Repomix

Official

Easily pack your entire codebase into optimized, AI-friendly formats with Repomix. This powerful tool transforms repositories for seamless analysis by AI models like ChatGPT, Claude, Gemini, and more. Repomix offers flexible output styles (XML, Markdown, plain text), intelligent code compression for fewer tokens, token counting, customizable inclusion/exclusion, and strong security checks to prevent leaking sensitive data. With support for GitHub Actions, browser/VSCode extensions, and remote repositories, Repomix streamlines code review, documentation, and AI-driven development workflows—making large projects easier to analyze, refactor, or migrate using modern AI tools.

Transforms webpage content into a fully inlined, script-free HTML document with base64-encoded resources, enabling comprehensive web page analysis and extraction.

Enables direct Kubernetes cluster management through kubectl command execution, providing a bridge for real-time resource administration within conversations.

Provides searchable access to the complete MCP specification document using fuzzy search capabilities, enabling quick retrieval of protocol details through predefined section queries like 'Introduction', 'Core components', 'Connection lifecycle', 'Resources', 'Tools', and 'Authorization'.

Integrates with Godot game engine projects to provide project analysis, scene management, script generation, networking systems, debugging capabilities, and performance optimization recommendations for game development workflows.