Developer Tools Servers

Currents Test Results

Official

Provides a bridge to Currents test results platform, enabling AI to analyze failing tests, optimize test suites, and troubleshoot CI/CD pipeline issues through direct access to test execution data.

Riza

Official

Provides a secure bridge between LLMs and Riza's isolated code interpreter API, enabling writing, saving, editing, and executing code safely in a sandboxed environment with persistent tool management across conversations.

Tracks upstream repository changes for Git forks with intelligent priority-based categorization, dependency analysis, and integration planning to help developers maintain synchronization with parent repositories.

Bridges Sketch design files with development workflows through dual-component architecture, enabling file parsing, component extraction, layer management, and real-time design element creation directly from natural language commands.

Provides stateless access to CodeSandbox SDK operations for creating, managing, and interacting with cloud-based development sandboxes through 13 tools covering VM lifecycle management, file system operations, and session handling with configurable tiers and hibernation settings.

Processes Sketch design files by extracting internal structure, analyzing design elements, and rendering visual components as SVG images for design-to-code workflows and automated design analysis.

Enables AI to analyze and query GitHub repositories through a FastMCP-based interface for understanding codebases, exploring architecture, and retrieving contextual information with source references.

Provides a dynamic event catalog server for querying and retrieving architectural metadata, enabling developers to explore complex event-driven system components through predefined tools and resources.

Provides web prototype development tools through a dual-mode architecture combining SvelteKit web interface and command-line tools, enabling rapid HTML mockup creation, JavaScript injection, and interactive prototype serving with tree-based file navigation and automatic base href management.

J

JetBrains IDE Index

Remote

Supercharge AI coding assistants with rich code intelligence from JetBrains IDEs. IDE Index MCP Server unlocks advanced project-wide indexing, multi-language navigation, and safe refactoring tools for AI agents, enabling deep semantic understanding and smart symbol search across your codebase. Benefit from universal features like reference finding, code diagnostics, and cross-language support—all tested on major JetBrains IDEs. Designed for reliability and seamless workflow integration, this plugin brings the power of modern IDE features directly to AI-assisted development.

Webvizio

Official

Integrates with Webvizio's project management platform to provide task tracking, project selection, detailed task information retrieval, log analysis, screenshot access, and automated task completion workflows.

Bridges Claude with Google's Gemini AI through the official Gemini CLI, enabling direct queries and file-based context sharing between the two language models.

Integrates with OpenRouter's API to provide AI consultation capabilities across multiple models with intelligent model selection, conversation history management, and enterprise-grade reliability features.

Connects to Salesforce B2C Commerce Cloud instances via WebDAV for real-time log monitoring, debugging, and comprehensive SFCC API documentation querying with intelligent caching and OAuth support.

Integrates with DevBrain's curated developer knowledge base to search coding articles, tutorials, and technical content with tag-based filtering and full article retrieval for contextual programming guidance and research workflows.

Makes any codebase or documentation searchable through the Probe search engine with support for both local directories and Git repositories, featuring automatic content updates and build-time optimization that removes binary files to focus on searchable text content.

Exposes the system grep binary's functionality for searching files with regular expressions, supporting common options like case-insensitive matching, context lines, and recursive directory searching.

Development toolkit providing 23 specialized tools for software development workflows including code generation, project management, code quality analysis, and project utilities across the entire development lifecycle.

Provides interactive terminal session management through tmux, enabling command execution, multiple shell sessions, and persistent terminal state for debugging applications, managing remote systems, and database administration.

Provides secure clipboard operations with cut, copy, paste, and undo functionality using encrypted SQLite storage and path-based access controls for managing code blocks across multiple files.

Google Maps

Official Remote

Discover official and open-source Model Context Protocol (MCP) servers from Google. This project provides an up-to-date directory of MCP servers for Google services like Google Maps. Explore examples and resources that help you build, integrate, and extend intelligent agents using Google's ecosystem of MCP solutions—all designed to streamline context-aware app development and experimentation.