Developer Tools Servers

Bridges Qwen's code analysis capabilities through CLI integration, providing file-referenced queries with @filename syntax, automatic model fallback, and configurable execution modes for code review, codebase exploration, and automated refactoring workflows.

Integrates with LlamaIndexTS to provide access to various LLM providers for code generation, documentation writing, and question answering tasks

Interact with Figma design files through the Figma REST API for design analysis, feedback, and collaboration.

MasterGo Design

Official

Extracts design file metadata from MasterGo files using a personal access token, enabling direct retrieval of design element details for analysis and code generation.

GitMCP

Official Remote

Stop vibe-hallucinating and start vibe-coding—GitMCP empowers your AI assistant with instant, up-to-date documentation and code from any GitHub project. This free, open-source server eliminates code hallucinations, providing reliable API usage, accurate code examples, and effective support for even new or niche libraries. With smart search tools and a privacy-first approach, GitMCP helps AIs deliver trustworthy answers by pulling information straight from the source. Enjoy enhanced productivity with lightning-fast access to the latest content, all while keeping your projects secure and your workflow smooth.

Ref Tools

Official

Supercharge your AI coding agent with focused, efficient access to documentation. Ref MCP empowers LLM tools to search and extract only the most relevant technical content from APIs, libraries, and services, reducing token usage and avoiding information overload. Smart filtering and precise page reading help your agent find just what it needs, making code generation and research faster, cheaper, and more accurate. Designed to support evolving agent workflows, Ref MCP ensures your AI always has up-to-date documentation context without unnecessary noise or cost, optimizing both performance and productivity for modern AI-powered development.

Integrates with GitLab's API to enable repository management, issue tracking, merge request handling, and file operations for automated development workflows.

Streamlines MCP server installation and configuration within Cursor IDE, automatically handling environment setup and creating necessary configuration entries in mcp.json.

JetBrains IDE

Official

Interact with JetBrains IDEs for code analysis and development tasks.

Provides validation, query, and code generation services for Payload CMS 3.0 development, enabling developers to validate collections, execute SQL-like queries against validation rules, and scaffold complete projects with Redis integration for persistence.

Railway

Official

Integrates with Railway's platform and CLI to enable deployment, service management, environment configuration, and infrastructure monitoring through conversational workflows.

Svelte

Official Remote

Official Svelte documentation access and code analysis server that provides up-to-date reference material, playground link generation, and intelligent autofixer capabilities for detecting common patterns, anti-patterns, and migration opportunities in Svelte 5 and SvelteKit projects.

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.

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.

Semgrep

Official Remote

Integrates with Semgrep's static analysis engine to scan code for security vulnerabilities and coding issues, enabling developers to identify and fix potential problems directly within their coding workflow.

Control and monitor K8s clusters for management and debugging.

Bridges AI with Android devices through ADB, enabling device management, shell commands, app installation, file transfers, and UI inspection without requiring direct ADB knowledge.

Provides direct access to complete Godot game engine documentation through search, content retrieval, and class information tools that fetch and convert HTML documentation to clean Markdown format.

Deepcon

Official

Deepcon is a powerful MCP (Model Context Protocol) server that provides AI agents with intelligent access to package documentation. Instead of searching the web or relying on outdated training data, your AI coding agents can search through up-to-date documentation using semantic search.

Orchestrates AI coding workflows through role-based agents that transition between specialized responsibilities (orchestrator, architect, developer, reviewer, integration engineer) with comprehensive task management, dependency tracking, and execution state persistence.

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