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Enables listing image blobs from Azure Blob Storage and generating descriptions using Azure OpenAI's gpt-4o vision model.

Enables AI assistants to query YouTube search trends, including rising topics, growth metrics, and historical search demand, using natural language.

A starter template for building MCP servers. It provides a clean foundation for creating custom tools, resources, and prompts for AI assistants.

A cowsay MCP server that provides ASCII art cow capabilities for LLMs, built by Sean Chow using TypeScript and the cowsay npm package. The implementation offers three tools: cowsay for generating speech bubbles, cowthink for thought bubbles, and list_cows for discovering available characters, with support for 9 different cow variants including default, tux, dragon, elephant, and skeleton. Useful for adding whimsical ASCII art generation to AI conversations, demonstrations, or any application where playful text formatting enhances the user experience.

Free SQLite MCP server — hosted cloud SQLite for Claude, ChatGPT and Cursor, no file to manage

An MCP server for managing product inventory with SQLite, enabling CRUD operations and statistical queries such as total value, out-of-stock items, and most expensive product.

Provides access to Harvard Art Museums' extensive collection of over 224,000 artworks, artist records, and museum objects through their public API. Built by AlexLin1234, it offers five core tools for searching and retrieving art data: searching objects with filters, fetching detailed artwork information by ID, searching for artists and people, retrieving person details, and discovering random artworks with optional classification or culture filters. The implementation uses Pydantic for data validation and includes built-in image filtering to ensure results include visual content, making it valuable for art research, educational applications, cultural exploration, and creative projects that need structured access to one of the world's premier art collections.

Provides structured MySQL database operations for Claude Desktop, converting natural language requests into safe, parameterized queries.

An MCP server that uses AI to analyze code diffs and transform vague commit messages into readable, conventional commit history. It helps maintain project documentation quality by challenging unclear messages and suggesting improvements based on actual code changes.

Enables LLMs to safely write and run bpftrace scripts against the Linux kernel for observability, with explicit probe allowlists and execution timeout.

A Model Context Protocol server that lets LLM clients answer business questions in natural language over a Databricks dataset without writing SQL by hand.

Full MCP server for the Eventbrite API with 73 tools to manage events, attendees, orders, tickets, venues, discounts, reports, webhooks, and more.

This project is a Model Context Protocol (MCP) server that integrates with the Space Flight News API to provide up-to-date spaceflight-related news articles.

This MCP server provides comprehensive DeFi trading and portfolio analysis capabilities through integration with the Odos API and Zerion platform, built by Agam Gambhir using FastMCP with Python. The implementation offers 15+ tools spanning swap quotes, zap operations for liquidity provision, token price data, supported chains/tokens discovery, and detailed wallet portfolio analysis including position breakdowns, transaction history, and performance metrics across multiple blockchain networks. Features include intelligent token address resolution with common token mappings, multi-chain support covering Ethereum, Polygon, Arbitrum, Base and others, robust error handling with API rate limiting, and comprehensive DeFi data access that combines trading infrastructure with portfolio analytics, making it ideal for DeFi traders, portfolio managers, and developers building trading bots or financial analysis tools that need reliable access to swap pricing, liquidity data, and cross-chain portfolio insights.

An MCP server that integrates with Claude to provide smart documentation search capabilities across multiple AI/ML libraries, allowing users to retrieve and process technical information through natural language queries.

Enables AI assistants to send LINE messages, including text, stamps, Flex Messages, and check message quotas through the LINE Messaging API.

OQMD (Open Quantum Materials Database) MCP.

Connect Claude, Cursor, or any MCP client to your Onboard workspace to manage projects, KPIs, tasks, and preview-first writes.

A read-only MCP server that exposes Kubernetes cluster telemetry tools (pods, events, logs, metrics, ArgoCD syncs) with automatic redaction for incident triage and hypothesis ranking.