MCP Server Directory

Provides a bridge between Google Docs and AI tools for reading document content, appending text, and applying formatting to specific text within documents.

Integrates with VS Code's debugging capabilities to enable interactive code debugging and expression evaluation.

Provides a natural language interface to Redis databases, enabling operations on various data structures with tools for vector similarity search, pub/sub messaging, and server management.

Integrates with biomedical databases including ClinicalTrials.gov, PubMed, and MyVariant.info to provide structured access to clinical trials, research articles, and genetic variants with intelligent data rendering and source attribution.

Provides secure remote control of macOS machines through VNC protocol, enabling screenshot capture and desktop interaction with mouse and keyboard inputs for remote administration or automated testing.

Enables Roblox Studio developers to insert marketplace models and execute Luau code through a plugin.

Integrates with Argo CD to enable natural language management of Kubernetes GitOps applications, resources, and deployments without switching context from your assistant.

Enables AI to execute AppleScript code on macOS systems, providing access to applications and system features like Notes, Calendar, Contacts, Messages, and Finder through a lightweight server implementation.

Provides TypeScript/JavaScript code analysis and refactoring capabilities using ts-morph, enabling intelligent code transformations with symbol renaming, file moving with import path corrections, cross-file reference updates, type signature analysis, and module dependency exploration across entire codebases.

Personal-use financial market analysis server that provides technical analysis tools including RSI, MACD, and moving averages with stock screening capabilities for supply/demand breakouts and momentum patterns using Tiingo and Yahoo Finance data.

Provides specialized stock market data retrieval for Chinese markets, enabling detailed stock information access across brief, medium, and full depth levels through a custom data feed system.

Integrates with Baidu Maps API for location-based operations including geocoding, route planning, and location search within the Baidu Maps ecosystem.

AI gateway that aggregates multiple MCP servers and LLM providers through a unified HTTP interface with JWT authentication, rate limiting, and tool discovery for centralized AI resource management.

Bridges to the ast-grep code search tool for finding code patterns in projects using abstract syntax tree matching, enabling efficient code analysis and refactoring tasks.

Execute code securely in cloud sandboxes.

Guides developers through a structured, question-based approach to break down software goals into actionable implementation plans with detailed task lists, complexity scores, and code examples.

Deploy applications and infrastructure to any cloud provider in minutes

Enables control and interaction with Android devices through secure tools for device management, app installation, UI automation, file operations, and system diagnostics.

Bridges Figma design files to code generation, enabling direct conversion of designs into HTML, CSS, and other assets with customizable output paths and file organization.

Enables semantic search and retrieval of specialized coding skills from GitHub repositories and local directories, using vector similarity to match tasks with relevant bioinformatics, cheminformatics, and data analysis implementations.

Provides a bridge to Chinese BaZi astrology calculations, enabling fortune-telling and personality analysis based on birth date and time without specialized knowledge of the complex calculation systems.

Integrates with JADX-GUI to enable reverse engineering of Java and Android applications through decompiled code analysis, method searching, and access to both Java and Smali representations.

AI-powered code indexer with semantic search and knowledge graphs.

Mobile automation testing for iOS and Android devices with intelligent test generation

Bridges MaaFramework for Android and Windows device automation through computer vision and OCR-based control.

Provides full Chrome DevTools Protocol debugging capabilities for Node.js applications with breakpoint management, stepping controls, call stack inspection, variable evaluation, and console output capture through a clean API interface.

Generates structured documentation for software projects through code analysis, template management, and specialized commands for consistent documentation practices across diverse project types.

Enables AI to interact with local system resources through a secure, configurable server that provides browser automation, file operations, and command execution with robust security measures.

Built for Cursor, integrates screenshot capture, web page structure analysis, and code review capabilities for automated UI testing, web scraping, and code quality checks.

Codebase indexing and semantic search with file traversal, gitignore support, and real-time monitoring

Provides real-time financial analysis tools leveraging market data from yfinance and CNN's Fear & Greed Index for investment research, portfolio analysis, and market sentiment evaluation.

Execute Python in isolated containers while bridging access to other MCP servers through auto-discovered proxies

Provides complete access to Polygon.io's financial market data API with 35+ tools covering stocks, options, forex, and crypto including real-time trades, quotes, aggregates, market snapshots, ticker details, news, dividends, splits, and financial fundamentals for trading research and market analysis.

PHP-based tool for generating structured documentation from files, repositories, diffs, and URLs through a modular architecture with powerful configuration options for AI-assisted development workflows

Enables dynamic instrumentation of mobile and desktop applications through Frida toolkit, providing capabilities for process management, device enumeration, and script injection for application analysis and debugging workflows.

Code indexing library with tree-sitter parsing and semantic search via embedding-based similarity.

Integrates Claude Desktop with Neovim, enabling AI-enhanced coding assistance within the familiar Vim environment through direct interaction with buffers and commands.

Provides powerful image manipulation capabilities including resizing, cropping, object detection, OCR text extraction, and finding objects based on text descriptions using Python with OpenCV and Ultralytics

Fetch and analyze git repository structures and contents.

Streamlines code context sharing with LLMs by implementing smart file selection, code outlining, and multi-language support for efficient code reviews and documentation generation.

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.

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.

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.