Server Leaderboard

A comprehensive travel aggregation server that enables AI assistants to search for flights and hotels, track flight statuses in real-time, and retrieve airport information. It integrates with Amadeus and AviationStack APIs to provide data on pricing, schedules, and travel routes through natural language.

One MCP connection → 100+ MCP servers, with trust audit, discovery, and execution. Trust Scores (0-100) across 5 dimensions: code health, security scan, behavioral audit, community trust, EU compliance.

An MCP server designed to work with FFmpeg for media processing tasks, offering enhanced performance and secure communication for handling media processing requests.

Provides comprehensive Git operations as tools for AI assistants and applications. This server enables AI systems to interact with Git repositories, allowing to initialize, fetch, commit, log, status, etc..

A MCP server that uses Amap API to provide location-based services, allowing users to get geographic information based on IP addresses and search for nearby points of interest.

A unified MCP server for Tavily and Brave Search APIs that features automatic API key rotation and zero-cost hosting on Cloudflare Workers. It provides tools for web searching, data extraction, and research with secure, encrypted key management.

Connects AI agents to TiddlyWiki through the Model Context Protocol, enabling listing, searching, filtering, creating, updating, and deleting tiddlers. Defaults to read-only mode with optional write permissions.

Generates Lorem Ipsum placeholder text with customizable parameters including paragraph count, length, and formatting options through the API Ninjas service.

A minimal Python-based MCP server that provides standard arithmetic tools including addition, subtraction, multiplication, and division. It allows language models to perform basic mathematical calculations through a standardized interface.

Enables AI assistants to interact with Jira Cloud instances for comprehensive issue management including creating, updating, searching issues, managing comments, workflow transitions, and project metadata discovery. Supports JQL queries, user search, and custom field operations with secure API token authentication.

Helps LLMs maintain coherent timelines, track events, and manage characters across long-form narratives for fiction writing or historical accounts.

Self-hosted MCP server for Nutrient Document Engine. On-premises document processing with natural language control — designed for HIPAA, SOC 2, and GDPR compliance.

Fast, token-efficient web content extraction tool that converts websites to clean Markdown for AI agents, featuring smart caching, content extraction with Mozilla Readability, and polite crawling capabilities.

A sample MCP server implementation for Next.js projects that uses the Vercel MCP Adapter to handle protocol requests across different transport methods.

A next-generation Minecraft server engine built with Python and Cython, aiming to deliver exceptional performance and flexibility through advanced scientific computing libraries and optimized architecture.

Provides comprehensive analytics for Solana wallets, enabling real-time portfolio insights, cross-protocol DeFi position monitoring, behavioral analytics, and AI-powered investment strategy recommendations across the Solana ecosystem.

Enables processing, validation, optimization, and analysis of 3D models with glTF/GLB support, including format conversion, compression (Meshopt/Draco), texture optimization, and detailed model statistics.

MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.

Enables AI agents to deploy applications to AWS with DevOps capabilities by automatically inferring infrastructure needs from code and generating inspectable Infrastructure as Code specifications.

Enables interaction with Calendly to manage event types, scheduled events, and invitees. It provides tools for checking user availability and canceling appointments directly through the Calendly API.

brave search

Enables comprehensive GitLab integration allowing LLMs to manage projects, issues, merge requests, repository files, CI/CD pipelines, and perform batch operations. Supports advanced features like AI-optimized summaries, smart diffs, and atomic operations with rollback support.

Enables comprehensive access to the MetaTrader 5 trading platform for retrieving market data, managing accounts, and executing trading operations. It provides 32 specialized tools for interacting with MT5 functionalities, including historical OHLCV data access, real-time position monitoring, and automated order management.

Aggregates multiple remote Model Context Protocol endpoints and exposes them through a unified SSE interface, allowing an LLM client to interact with specialized servers without configuration changes.

An MCP server that delivers real-time market odds from Polymarket.

A minimal MCP server demonstrating how to build ChatGPT-compatible applications using Next.js with widget rendering capabilities. Provides a starter template for integrating Next.js applications with the ChatGPT Apps SDK through the Model Context Protocol.

Clockify MCP

One Piece TCG card search, deck analysis, cost curves, leader browsing, and counter strategy tools. 6 tools, 4,348 cards embedded.

Integrates Korea's government digital design system (KRDS) with AI assistants, enabling users to search components, validate code compliance, and access design tokens for Korean government digital services.

A comprehensive, domain-agnostic documentation scraping and AI integration toolkit. Scrape any documentation website, create structured databases, and integrate with Claude Desktop via MCP (Model Context Protocol) for seamless AI-powered documentation assistance.

Provides access to the Swedish National Archives (Riksarkivet) through multiple APIs, enabling users to search, explore, and download digitized historical records and images.

Provides access to Kenya's civic datasets including parliament records, county budgets, SACCO registry, and drought data through MCP tools. Enables AI agents to analyze and query Kenyan public data for civic applications.

Access Twitter/X data including user profiles, tweets, followers, trends, lists, and communities via the ScrapeBadger API.

Enables real-time scanning of URLs for malicious content, spam/gray classification, and additional security flags like domain age through the Malicious Scanner API.

Asana project management — create tasks, manage projects, track workflows, and search across workspaces.

Enables Claude Desktop to interact with Google Sheets through the Sheeter API, allowing users to create, read, write, update, and analyze spreadsheet data through natural language conversations.

Dingo MCP Server

A secure database query service built on FastMCP framework that allows users to query MySQL databases using natural language, with comprehensive permission management and security controls.

A custom Model Context Protocol server that provides real-time financial analysis tools including stock monitoring, portfolio management, market summaries, and automated price alerts with Telegram notifications.

Enables AI assistants to interact with Meilisearch through a standardized interface, supporting index and document management, search capabilities, settings configuration, task monitoring, and experimental vector search.

Access Apple's official developer documentation, frameworks, APIs, and WWDC videos through the Model Context Protocol (MCP), support AI driven natural language queries, and provide Swift/Objective-C code examples and technical guidelines.

Provides web crawling and browser automation capabilities with support for multiple content formats (HTML, JSON, PDF, screenshots, Markdown), page content extraction, console message monitoring, and network request tracking.

Trade, analyze, and automate Polymarket prediction markets via AI. 34 tools for direct trading, smart money flow, copy trading, backtest, and portfolio management.

A Model Context Protocol (MCP) server that enables Large Language Models to interact with and query the classic Northwind database through a REST API.

Provides fast, multilingual spell-checking for text and files, featuring syntax-aware parsing that intelligently checks only comments and strings in code. It supports over 15 languages and enables directory-wide scanning with custom dictionary management.

Enables AI agents to manage email newsletters and contacts via Resend, including sending broadcasts to segments, managing subscribers in bulk, scheduling campaigns, and tracking delivery status using human-friendly identifiers.

A template for deploying MCP servers on Cloudflare Workers without authentication. Provides a foundation for building custom MCP tools that can be accessed remotely from various MCP clients like Claude Desktop or the Cloudflare AI Playground.