Developer Tools Servers

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.

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.

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

Interact with multiple LLM chat APIs through a unified interface.

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.

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 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.

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.

Privacy-focused macOS MCP server for secure, user-approved window screenshots

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.

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

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.

Provides zero-configuration end-to-end testing for web applications by creating secure tunnels to local development servers and spawning testing agents that interact with web interfaces through natural language descriptions, returning detailed test results with execution recordings and screenshots.

Generates code scaffolding for modern web applications using template-based boilerplate creation and feature addition with variable substitution, conditional file inclusion, and schema validation for rapid prototyping and consistent development patterns.

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.

Automates Kubernetes deployment workflows with intelligent resource discovery, intent-based recommendations, manifest generation, and deployment execution while capturing organizational patterns through vector search for codifying deployment knowledge and providing deployment guidance.

Integrates with WordPress REST API to provide complete site management including posts, pages, media uploads, user management, comments, categories, tags, plugins, themes, menus, and site settings through 49+ tools with Basic authentication and robust error handling.

Generates conventional commit messages from staged git changes by analyzing diffs and file status to create properly formatted commits with optional type and scope parameters.

Playwright MCP enables browser automation and interaction recording by capturing DOM interactions, screenshots, and page navigation events to generate reproducible test scripts through a visual, context-driven workflow.

Supercharge AI-driven Android workflows with fast SVG conversion and live logcat insights. Android MCP Toolkit bridges modern AI agents to native Android tools, enabling instant SVG-to-VectorDrawable transformation, filtered crash diagnostics, and automated translation length checks—all through a script-friendly server. With high extensibility, it’s ideal for streamlining asset management, debugging, and localization-flagging, making native Android development smarter and more accessible for both humans and AI agents.

Processes and optimizes 3D glTF/GLB models with analysis, validation, format conversion, compression, and geometry simplification tools for web, mobile, and game engine compatibility.