MCP Server Directory

Orchestrates a team of specialized agents working in parallel to break down complex problems through structured thinking steps, enabling multi-disciplinary analysis with greater depth than single-agent approaches.

Visual dashboard for managing Claude Code memories, skills, MCP servers, and hooks across scope hierarchies with drag-and-drop.

Connects to Chrome's remote debugging interface via WebSocket to enable browser automation, network monitoring, DOM inspection, JavaScript execution, console analysis, performance metrics collection, and storage management for web development and testing workflows.

Workflow orchestration CLI with MCP endpoint support, multi-agent dashboard, and extensible template system.

Aider MCP Server offloads AI coding tasks to Aider's specialized implementation, reducing costs and enhancing development efficiency through natural language code changes and model selection.

Provides secure PostgreSQL database access with GitHub OAuth authentication, enabling read-only operations for all authenticated users while restricting write operations to allowlisted GitHub usernames through role-based access control.

Bridges AWS services with the AWS SDK v2, enabling secure access and management of AWS resources for cloud infrastructure and data processing tasks.

Enables direct SQL query execution and metadata retrieval from Apache Doris databases without switching contexts.

Provides direct access to MySQL databases with advanced features like multiple SQL execution, table metadata querying, execution plan analysis, and Chinese field to pinyin conversion through a configurable Python-based server.

Integrates with Perplexity Sonar Pro API to provide real-time research assistance for developers, enabling efficient documentation retrieval, API discovery, and code analysis

Analyzes codebases to identify important files based on dependency relationships, providing structural understanding of projects with importance scores and visualizations for more effective development assistance.

Rust SDK for building AI coding agents with built-in MCP client support via stdio transport.

Provides web search capabilities using OpenAI's o3 model with configurable reasoning effort levels for finding current information and solving complex problems beyond traditional search engines.

Secure Arch Linux gateway that bridges LLMs with local system capabilities through specialized servers for file system, email, sync, and agent operations without exposing sensitive information

Bridges Claude Desktop with macOS Messages app, enabling reading and sending iMessages through direct database access with contact lookup and group chat support.

Enables browser automation through a Firefox extension for tab management, webpage content extraction, history searching, and text highlighting via secure WebSocket communication.

Implements beam search and thought evaluation for structured problem-solving, enabling exploration of multiple solution paths in complex reasoning tasks.

WordPress plugin that gives AI agents full access to WordPress through PHP execution, filesystem operations, and crash-recoverable sandboxing.

Provides code analysis capabilities through tree-sitter parsing, enabling structured understanding and manipulation of source code across multiple programming languages for tasks like code review, refactoring, and documentation generation.

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.

Symbol-aware semantic search for large codebases

Connects to Odoo ERP systems via XML-RPC to enable searching, reading, creating, updating, and deleting business records with smart field optimization and comprehensive access controls for business process automation and data analysis workflows.

Integrates with Tiingo API to perform technical analysis on stocks, providing key indicators for trading decisions.

Interact with and view tmux session content.

Control Windows command-line interfaces securely.

Content and product marketing tools, including a standardized editing code system, writing guidelines, web metadata generator, and product communication framework.

Real-time documentation context through vector-based search and retrieval via Qdrant.

Integrates with EverArt API to generate images from text prompts using multiple AI models for creative and visual design tasks.

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

Provides a bridge to ServiceNow ITSM functionality for managing incidents, service catalogs, change requests, workflows, and changesets through natural language interaction.

Persistent memory system for Claude Code that automatically captures session context, stores observations in SQLite with vector search, and injects relevant history into future coding sessions to maintain continuity across development workflows.

Allow dynamic search and execute any tools available on ACI.dev.

Integrates with Foundry blockchain development toolkit to enable smart contract deployment, testing, bytecode analysis, and transaction inspection across local Anvil instances and remote EVM networks.

AI-powered document translation and academic literature search with support for PDF, DOCX, and PPTX across 11 languages

Enables direct creation, editing, and formatting of Korean documents in Hangul Word Processor (HWP) format through Python or Node.js interfaces that control the HWP COM interface.

AI Assistant Instructor for use in Epic Workshop repos (from EpicReact.dev, EpicWeb.dev, and EpicAI.pro)

Provides unified mobile device automation for Android devices via ADB and iOS simulators via simctl, enabling screenshots, UI interactions, touch gestures, text input, and app management.

Provides a bridge between Microsoft Graph API and natural language interaction, enabling conversational management of Microsoft 365 tenants without complex API calls.

Provides pre-defined YAML prompts for common software development tasks as tools, including code review, refactoring, API documentation, test generation, and architecture assistance through a configurable Node.js server.

Integrates with Microsoft Azure AI Foundry to enable model deployment, experiment tracking, dataset management, and access to Azure's cognitive services for machine learning project workflows.

Provides real-time access to trending topics and content from major Chinese platforms including Weibo, Zhihu, Douyin, Bilibili, Douban, Toutiao, and 36kr through separate tools with temporary caching for improved performance.

Enables browser automation through structured accessibility snapshots for web navigation, form-filling, element interaction, and data extraction without requiring vision models.

Rust-based directory visualization and analysis tool that provides quantum compression, semantic analysis, and streaming modes with over 20 specialized tools for file system exploration, content discovery, and project understanding optimized for large codebase analysis.

OSINT Maigret integration to gather user info across social networks.

Enables Claude to collaborate with Google's Gemini AI through question answering, configurable code review, and brainstorming sessions for multi-model pair programming workflows.

Retrieves detailed backlink data from Ahrefs including anchor text, domain rating, and URL information for SEO analysis and link building strategies.