Browse 27,750 community-built MCP servers
A development workflow control server that forces coding agents to follow structured implementation plans using PRs and commits as work units. It features mandatory user review checkpoints and a real-time visualization dashboard to keep AI agents on track.
A specialized MCP server that generates RFC-compliant UUID v7 identifiers, providing chronologically sortable and collision-resistant unique IDs for distributed systems.
Google Search Console MCP server — search analytics, URL inspection, and sitemaps
A comprehensive data visualization server that generates 15 types of high-quality charts and diagrams including line, bar, pie, and specialized formats like mind maps and fishbone diagrams with AI-driven smart color schemes.
Interact with public YouTube data via the official Data API v3
A reliable MCP server that provides accurate UTC time by aggregating data from multiple web sources like Google and GitHub with automatic fallback support.
An orchestrator that coordinates multiple security and quality tools like Semgrep and ESLint to provide comprehensive code analysis and scoring. It enables users to perform vulnerability scanning, architecture metrics, and impact analysis through CLI, REST, or MCP interfaces.
A cognitive science-based MCP server that implements interleaved learning techniques to optimize knowledge retention through mixed-topic study plans, quizzes, and flashcards.
A Model Context Protocol server providing programmatic access to the Harvard Art Museums' collection of over 224,000 artworks, artists, and exhibition records.
An MCP server that retrieves statistics from top protocols in the Mantle Network to help users make more informed investment decisions.
A professional RSS/Atom feed management system for MCP that combines persistent storage with AI-powered features like sentiment analysis, trend detection, and automated content translation.
A collection of MCP servers designed for advanced Markdown processing, offering automated table of contents generation, structural parsing, and semantic document editing.
MCP (Model Context Protocol) Server. Enables secure filesystem operations within explicitly allowed directories for reading, writing, editing, and managing local files without switching contexts.
A tool that scrapes and summarizes news articles from web sources using BeautifulSoup for parsing and OpenAI for structured report generation.
MCP server for Fastmail — enables AI assistants to read, search, send, and manage emails, calendars, and contacts via the JMAP protocol
A read-only Model Context Protocol server that enables AI assistants to analyze Robinhood portfolio data, stock fundamentals, and market news using the robin_stocks API.
A temporal knowledge graph system for tracking architectural decisions, implementation patterns, and project failures using FalkorDB and hybrid search.
A cross-platform notification server for Claude Code that provides audio and visual feedback via Spotify tracks, system sounds, and desktop alerts when tasks are completed.
MCP server for HarmonyOS development - interact with projects, devices, and applications
A comprehensive MCP server providing access to Chinese bidding and tendering big data, including bid winning statistics, procurement analysis, and planned project discovery.
Access the Internet Game Database (IGDB) to search for video games, retrieve detailed metadata, and explore trending titles using the Model Context Protocol.
A specialized MCP server for machine translation evaluation using Unbabel's xCOMET models, providing quality scoring and granular error detection for AI agents.
The Marble MCP Server enables AI agents to analyze codebases and generate interactive learning projects and slides on the Marble platform, tailored to specific technologies and patterns found in the user's code.
A comprehensive MCP server that bridges AI assistants with the Anki flashcard application. It leverages Anki-Connect to provide full control over decks, notes, card scheduling, and GUI elements, enabling automated deck creation and study management.
- Fork of official Notion MCP Server that returns markdown representation instead of raw json for efficient token usage
An MCP server that provides real-time weather updates, 4-day forecasts, and comprehensive city search functionality for Chinese regions using the AMap API.
A specialized architectural assistant that manages GitCode repositories and automatically generates visual mind maps from project README files using Coze workflows to help developers quickly understand codebase structures.
MCP server for Microsoft Outlook via Graph API. 20 consolidated tools for email, calendar, contacts, folders, rules, categories, and settings with safety controls (dry-run preview, rate limiting, recipient allowlists) and MCP annotations on every tool.
MCP server for Decision OS — LLM-native decision tracking and learning system that captures novel pressure and compresses it into reusable foundations
A unified MCP server featuring a modular, pluggable tool system with independent endpoints for calculation, text processing, and time conversion. It uses StreamableHTTP transport and dynamic tool loading for robust fault isolation.