Developer Tools Servers

Provides tools for managing and installing shadcn/ui components directly through assistants, enabling efficient component discovery, documentation retrieval, and installation command generation with multiple package manager support.

Validates and renders Mermaid diagrams as SVG images, providing detailed error messages for invalid syntax to enhance visualization capabilities within conversations.

Provides a bridge to the Frame0 diagramming application for creating and manipulating visual elements like shapes, text, and connectors with customizable properties for diagram generation and mockup creation.

Provides a bridge to Android devices through ADB, enabling device management, shell command execution, app installation, screenshot capture, and file transfer across connected Android devices.

Provides powerful CLI command execution capabilities, enabling structured output for shell commands with features like timeout handling, ANSI code stripping, and error management for system administration and DevOps workflows.

Generates unified diffs between text strings with 3 lines of context, enabling precise comparison and analysis for version control and code review tasks.

Integrates with GitHub CLI and npm to provide repository analysis, code discovery, file exploration, commit history tracking, and package metadata retrieval with intelligent caching and cross-tool workflow support.

Provides a persistent, searchable, automatically updated 'second brain' for development by integrating ChromaDB with automated codebase indexing, chat logging, and sequential thinking tools that maintain context across sessions.

Utility server implementation providing dynamically registered tools for datetime handling, card operations, and schema conversion through a modular TypeScript architecture with stdio transport compatibility.

Provides a shell command execution interface for secure and controlled access to local system operations, enabling automation tasks and system management.

Enables capturing and analyzing live webcam images and screenshots for real-time visual context in AI applications.

OpenTofu Registry

Official

Enables AI systems to search for and retrieve detailed information about OpenTofu Registry components including providers, modules, resources, and documentation for infrastructure-as-code tasks.

Captures website screenshots using headless Chrome automation with configurable device emulation, output formats, and full-page or viewport-only options for web development workflows and content auditing.

Provides a lightweight server for performing WHOIS lookups using the whoiser library, enabling retrieval of domain registration and ownership information through TypeScript-based type-safe queries.

MCP-Coco provides a pair programming tool that guides technical discussions by transforming code snippets into structured frameworks for critical inquiry about performance, security, and maintainability.

Integrates with n8n workflow automation platform to provide conversational access to 525+ nodes including AI-capable nodes and triggers, enabling natural language workflow creation, validation, and management without requiring direct platform knowledge.

Enables AI assistants to discover and integrate new capabilities by providing tools for searching, retrieving details, and configuring MCP servers across various applications.

Provides accessibility testing capabilities for web content using Axe-core, enabling evaluation of websites and HTML snippets against WCAG standards with detailed violation reports and remediation guidance.

Provides a bridge between geographic data formats, enabling seamless conversion between WKT, GeoJSON, CSV, TopoJSON, and KML with support for reverse geocoding and topology preservation.

AntV Visualization Libraries

Official

Integrates with AntV's visualization ecosystem to provide intelligent documentation retrieval, code examples, and best practices for g2, g6, l7, x6, f2, and s2 libraries through query preprocessing and context-aware assistance.

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'.