Developer Tools Servers

Provides secure Python code execution in Docker containers with stateful IPython kernels, real-time output streaming, file operations, and network firewall controls for safe AI agent code execution environments.

Integrates with Bruno CLI to provide API testing capabilities including request execution, collection management, environment handling, and automated test report generation for development workflows and CI/CD pipelines.

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.

Interact with multiple LLM chat APIs through a unified interface.

Integrates with Sentry.io for retrieving and analyzing error reports, stacktraces, and debugging information, enabling developers and support teams to streamline issue tracking and debugging workflows.

Quickchat

Official

Provides a bridge between AI assistants and Quickchat's conversation platform, enabling seamless interaction with Quickchat scenarios through API key authentication and conversation state management.

Bridges medical professionals with 3D Slicer's medical imaging platform, enabling MRML node listing and direct Python code execution for advanced image analysis and visualization tasks.

Provides a secure terminal server for executing whitelisted shell commands with strict resource controls and security boundaries.

Provides a bridge between AI systems and external APIs, enabling structured communication with third-party services through a set of callable tools built on the fastmcp framework.

Enables escalation of questions to humans through a markdown file-based workflow that prevents hallucinations by providing direct human-in-the-loop responses for critical decisions like database passwords, API endpoints, or architectural choices.

Provides a bridge to the Unleash feature flag management system, enabling dynamic creation, retrieval, and management of feature flags across different development projects.

Google Cloud Compute Engine

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 Compute Engine. 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.

Shadcn io

Official Remote

Stop Fighting with AI Tools That Don't Know Your React Components Building Next.js applications with AI coding tools should be seamless. But you ask Claude or Cursor about a shadcn/ui React component and it confidently tells you about TypeScript props that don't exist. Or suggests patterns from 2022. Or just makes stuff up entirely. Here's what's actually happening: your AI coding tool is guessing. It's working from whatever it vaguely remembers from training, not from actual React component code with TypeScript definitions.

Integrates with LicenseSpring's license management platform to enable software license activation, validation, consumption tracking, customer management, and trial key generation through dual API architecture with HMAC-SHA256 authentication.

Enforces structured software development workflows through 10 specialized tools that guide projects from specification to test-driven implementation with EARS format requirements, technical design creation, task breakdown, and validation gates for maintaining consistent development practices and thorough documentation.

Connects to LeetCode's programming platform for accessing problem descriptions, searching by tags and difficulty, retrieving user profiles, and viewing community solutions to enhance algorithm learning and contest preparation.

Enables interaction with macOS system preferences via the 'defaults' command for querying and modifying configurations.

Tyler Forge

Official

Provides access to Tyler Technologies' design system documentation, component APIs, design tokens, and framework integration guides with intelligent search, icon discovery, and templated documentation generation for building applications with Tyler Forge components.

Integrates with Superjolt's deployment platform to manage JavaScript applications, handle machine operations, configure environment variables, set up custom domains, and monitor logs through conversational commands.

Integrates with Port.io's API to enable AI-assisted task management and workflow orchestration through authentication, prompt triggering, and response handling.

Provides utility functions for encoding/decoding, geolocation, cryptography, QR code generation, and timezone conversions with intelligent caching and rate limiting for optimized external API access.