Browse 27,840 community-built MCP servers
A decision structure analysis engine that helps users de-emotionalize complex life choices by identifying variables, constraints, and strategy spaces.
MCP Server for Chinese sensitive/prohibited word detection. Supports Xiaohongshu, Douyin, Kuaishou, Bilibili. 中文敏感词违禁词检测 MCP 服务，支持小红书、抖音、快手、B站。
A tool for analyzing AWS EC2 instance performance via the BitFlux daemon to provide cost-optimized instance type recommendations based on real-time pricing and workload metrics.
Search, retrieve, compare, and render SVG icons visually for AI agents.
An app intelligence query engine that enables analysis of over 1 billion reviews from Google Play and the Apple App Store. It provides tools for sentiment analysis, keyword rankings, competitive comparisons, and time-series forecasting across 250,000+ apps.
A versatile time management MCP server that provides tools for timezone conversion, relative time calculations, and date metadata via both local Stdio and remote HTTP transports.
MCP (Model Context Protocol) Server. Provides secure file system operations including reading, writing, copying, moving, and deleting files plus directory management and advanced search capabilities with regex pattern matching and content searching across files.
A Python-based Model Context Protocol server that provides full CRUD operations and user information retrieval for the esa.io documentation platform.
MCP (Model Context Protocol) Server. Enables parallel communication with multiple unichat-based servers, allowing users to query different language models simultaneously and compare their responses through organized message routing and storage.
A robust PostgreSQL interface for AI assistants featuring 'NEVERHANG' query safety, natural language to SQL translation, and deep schema introspection with granular security controls.
An MCP server providing direct programmatic access to Obsidian vaults through CouchDB, the database used by Obsidian LiveSync. It enables AI agents to read, write, and manage notes and metadata in headless environments without requiring the Obsidian desktop app.
MCP (Model Context Protocol) Server. Connects AI systems to Google Ads Keyword Planner API for SEO automation through keyword research, SERP analysis, and competitor insights without leaving conversations.
A robust MCP server that enables AI assistants to manage and interact with Obsidian vaults through note creation, daily note integration, and task tracking.
A tool that slashes token usage by 60-80% using semantic code compaction, AST parsing, and local embeddings for intelligent code analysis and debugging.
A comprehensive MCP server for Gmail that enables AI assistants to send emails, manage labels, create filters, and handle attachments using OAuth2 authentication.
Enables users to manage their notes on NotesKeep directly through Claude Code or other MCP clients. It supports creating, updating, and organizing both text and checklist notes using natural language commands.
A human-in-the-loop MCP server that allows AI assistants like Claude to pause execution and request input via a self-contained web interface with support for single questions, multiple choice, and hypothesis challenges.
MCP (Model Context Protocol) Server. Integrates with the play-sound library to enable cross-platform audio playback for voice notifications, sound effects, and audio cues.
An advanced clinical evidence analysis server designed for precision medicine and oncology research, providing flexible search and data analysis capabilities.
A comprehensive MCP server that integrates with the Amadeus API to provide real-time flight search, airport details, flight status tracking, and airline information directly to AI models.
MCP (Model Context Protocol) Server. Converts natural language requests into valid kubectl commands for Kubernetes cluster management, enabling administrators to interact with their clusters without memorizing complex syntax
A robust memory and knowledge graph server using PostgreSQL and pgvector to provide AI agents with cross-session semantic search, hybrid retrieval, and complex relationship tracking.
Provides 55 specialized tools for precise physics calculations and rigid-body simulations, covering mechanics, fluid dynamics, and rotational motion. It enables LLMs to perform realistic motion analysis and trajectory modeling with support for real-world factors like drag, wind, and altitude.
Provides production-grade tools for YouTube channel resolution, video metadata extraction, transcripts, and playlist management. It features a quota-aware, AI-friendly design that supports structured searching and listing of public YouTube data.
A specialized MCP server that enables AI assistants to manage and monitor Croit Ceph clusters via dynamic OpenAPI tool generation, featuring advanced log search and token optimization.
A production-grade MCP server for Kubernetes Cluster API (CAPI) that enables AI agents to manage cluster lifecycles, scaling, and credentials across cloud providers like AWS.
A tool that enables programmatic interaction with the Claude Desktop macOS application via AppleScript, allowing other Claude instances to send prompts and manage conversations.
An Azure management MCP server that bridges natural language to Azure CLI execution with safety guardrails, plan-and-review workflows, and specialized adapters for eight core Azure services.
This MCP server enables integration with OpenAI's chat models, allowing users to invoke GPT-4o, GPT-4o-mini, o1-preview, and o1-mini directly within the Claude Desktop environment.
An MCP server that enables AI assistants to control Siglent SDS oscilloscopes over a local network using SCPI commands. It allows users to measure signals, configure channel and acquisition settings, and capture waveforms or screenshots through natural language.