Discover Awesome MCP Servers

avymcp

Provides avalanche forecasts, danger ratings, and field observations for US avalanche centers, Canadian regions, and Quebec's Chic-Chocs via natural language queries.

Jupyter Earth MCP Server

Jupyter Notebookで地理空間解析ツール、特にNASAの地球観測データグラニュールをダウンロードするためのModel Context Protocolサーバー実装。

Quick KG MCP Server

Enables AI agents to automatically crawl online documentation, build local knowledge graphs, and semantic indexes to quickly establish a project knowledge base for Amazon Q Developer.

Unreal-MCP

Controls Unreal Engine 5 editor from AI coding assistants, enabling 280 commands across 13 categories for materials, blueprints, Niagara VFX, and more.

MCP Veo 3 Video Generation Server

Enables video generation from text prompts or images using Google's Veo 3 API. Supports multiple models, audio generation, and various aspect ratios for creating high-quality videos.

indaga-agent

A local-first MCP server for querying multi-omic personal health data (genome, labs, wearables) with an honesty contract and progressive disclosure skills.

PeopleLikeUs MCP Server

Enables AI assistants to browse properties, manage conversations, update availability calendars, and track exchanges on the PeopleLikeUs home exchange platform via natural language, with 28 MCP tools and auto-login support.

yii2-mcp-server

Enables database schema inspection, Yii2 console command execution, and project management tools for Yii2 framework via Claude Code.

Daraja MCP

AIアプリケーションをSafaricomのDaraja APIと統合し、M-Pesaサービスを通じてAI主導の金融取引と自動化を可能にする、モデルコンテキストプロトコルサーバー。

Python MCP Cat Facts

A FastAPI server that implements the Model Context Protocol (MCP) using Server-Sent Events (SSE) transport to provide random cat facts on demand or as a continuous stream.

GitBook MCP Server

Provides programmatic access to GitBook's API, enabling AI assistants to search, retrieve, and analyze documentation content across organizations, spaces, and collections with 12 tools and 6 AI-powered prompts.

opencode-docs-mcp

Enables AI models to search, browse, and retrieve full content of OpenCode documentation pages.

Obsidian MCP Local

Enables AI assistants to search, read, create, and modify Markdown notes in local Obsidian vaults directly through filesystem operations. Supports tag-based discovery and frontmatter parsing without requiring Obsidian to be open, facilitating integration with VS Code Copilot via stdio transport.

mongodb-mcp

MCP server for comprehensive MongoDB integration, enabling database operations, document management, schema analysis, and query tools.

middle-tool

Provides a unified MCP server to interact with multiple middleware (Loki, MySQL, Redis, RocketMQ, Elasticsearch, MongoDB) through a desktop application for connection management and configuration export.

MySQL MCP Server

Enables AI models to interact with MySQL databases through a standardized interface, supporting queries, data manipulation, table inspection, and query performance analysis with secure prepared statements.

FastMCP Server

A production-ready MCP server with demo tools (calculator, web search, web fetch) and a Playground UI for interactive testing.

computer-use-windows

A standalone MCP server for Windows desktop control, enabling screenshots, mouse and keyboard input, app launch, window/display management, and clipboard access via natural language.

seerah-kb

Enables users to ask questions about the life of Prophet Muhammad ﷺ and get answers grounded in four scholarly books, fully offline and free.

Lila MCP Server

Provides comprehensive psychological intelligence capabilities including persona analysis, attachment theory assessment, relationship compatibility evaluation, and autonomous workflow strategies through a complete graph database integration.

YouGile MCP Server

Integrates with YouGile to allow AI assistants to create, update, and manage projects, tasks, and team members via the MCP protocol.

File Opener MCP Server

Enables Claude AI to open files and directories with system default applications or specified apps, and reveal items in macOS Finder.

CloudMailin MCP

Enables AI models to manage CloudMailin email data, including listing addresses, messages, and sending emails with markdown support.

Metabase MCP

Connect AI assistants to your Metabase analytics platform. Access dashboards, execute queries, and retrieve data seamlessly through conversational interfaces. Enhance your analytics experience with structured data access and robust error handling.

Jenkins MCP Server

Exposes Jenkins CI/CD capabilities as MCP tools, including job management, builds, pipelines, and Terraform/GCP log inspection.

mcp-video-analyzer

MCP server for video analysis — extracts transcripts, key frames with OCR, and annotated timelines from video URLs. Supports Loom and direct video files (.mp4, .webm). Zero auth required.

MCP Session Memory Bridge

Provides cross-session memory for AI agents by maintaining a rolling 24-hour event stream and searchable daily archives to prevent context loss. It enables agents to record, query, and retrieve historical events and decisions through a structured markdown-based workspace.

sg-company-lookup

Enables lookup of Singapore companies by UEN or name using ACRA's free open data from data.gov.sg, with tools for UEN validation, exact lookup, and free-text search.

Weather Chat Assistant

A modern chat interface that provides real-time weather information and forecasts for any location worldwide using the Model Context Protocol (MCP).

mcp-ziwei

Calculates and returns a Ziwei Doushu (Purple Star Astrology) chart based on birth date, time, and gender. Returns both structured text of the 12 palaces and a PNG image of the chart.