Browse 32,443 community-built MCP servers
An MCP server that provides structural code search capabilities using ast-grep, allowing AI assistants to search and analyze codebases via AST pattern matching.
ARIS ⚔️ (Auto-Research-In-Sleep) — Claude Code skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation via Codex MCP
A comprehensive Model Context Protocol server that integrates TradingView data to provide real-time market screening and technical analysis for cryptocurrencies and stocks. It features proprietary Bollinger Band rating systems and advanced candlestick pattern recognition across multiple exchanges.
An MCP server that allows AI agents to interactively generate smart contract code for Solidity, Cairo, Stellar, and Stylus using OpenZeppelin's standardized components.
A lightweight MCP server that allows LLMs to read and interact with your personal PDF and EPUB ebooks. Ideal for building AI reading assistants or chat-based ebook interfaces.
A tool for software architecture analysis and modularization that helps audit codebases, generate system manifests, and extract functionality into microservices.
A breakthrough bridge that implements Anthropic's 'Code Execution' pattern, allowing agents to interact with hundreds of tools via a single Python sandbox to drastically reduce token context bloat.
QueryWeaver is a Text2SQL engine that uses graph-powered schema understanding to convert natural language into SQL queries and execute them against relational databases.
A professional-grade financial analysis MCP server providing technical indicators, portfolio optimization, AI-powered research agents, and backtesting tools for individual investors.
A distributed neural network swarm orchestration server that provides ephemeral, CPU-native intelligence and multi-agent coordination using Rust and WebAssembly.
A Model Context Protocol server that integrates DeepSeek's API, enabling powerful language models like R1 and V3 to be used with multi-turn conversation support and model fallback capabilities.
Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.
An MCP server that enables AI agents to conduct real-time web research through Google search, page content extraction, and automated screenshots.
Multi-agent orchestration middleware that coordinates between users, AI agents (LLMs), and business systems. It provides intelligent routing, conversation management, and API orchestration for building sophisticated AI-powered applications.
MCP (Model Context Protocol) Server. Bridges AWS services with the AWS SDK v2, enabling secure access and management of AWS resources for cloud infrastructure and data processing tasks.
A professional MySQL MCP server that provides comprehensive database management including CRUD operations, anomaly analysis, SQL optimization, and health monitoring.
A robust MCP server that enables AI assistants to directly interact with Figma layers, styles, and components, supporting real-time design creation and document audits via a dedicated Figma plugin.
An MCP server that provides advanced web search and problem-solving capabilities by delegating queries to OpenAI's high-reasoning models like o3, o4-mini, and gpt-5.
MCP (Model Context Protocol) Server. 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.
A context management tool that generates LLM-ready structured documentation from codebases, supporting modular configurations for files, git diffs, and repositories via MCP.
A Model Context Protocol server that enables secure integration with Microsoft SQL Server, allowing for database management, table listing, and SQL query execution through Claude Desktop.
A cross-platform file search server that integrates with Windows Everything SDK, macOS Spotlight, and Linux locate command for ultra-fast filename and metadata retrieval.
A community-driven directory and registry for discovering and installing MCP servers, allowing developers to share configurations with standardized parameter extraction.
A local-first runtime and secure gateway for AI agents that provides a controlled environment for running MCP tools with explicit folder mounting and permission boundaries.
A Model Context Protocol server that enables natural language control of iOS simulators using Facebook's IDB tool, supporting app management, UI interaction, and debugging.
Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support.
A robust PostgreSQL database connector for MCP that features GitHub OAuth authentication and granular role-based access control, allowing read access for all users while restricting write operations to authorized GitHub accounts.
A versatile MCP server providing direct database management and query capabilities for SQLite, SQL Server, PostgreSQL, and MySQL, including AWS RDS with IAM authentication.
An advanced Multi-Agent System (MAS) MCP server that provides sophisticated sequential thinking using 6 specialized AI agents for deep multi-dimensional analysis and intelligent routing.
simple web ui to manage mcp (model context protocol) servers in the claude app