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Returns the current and recent weather data using city name or pincode(india). Using tomorrow.io api

Provides real-time weather queries for 12 major Chinese cities and global cities using the wttr.in API, with tools like get_weather and list_supported_cities.

Directus MCP Server provides a bridge between AI assistants and Directus headless CMS, enabling AI tools to interact with content through the Directus API. Developed by Rijk van Zanten, this TypeScript implementation automatically generates tools based on the schema of the connected Directus instance, allowing for operations like reading items from collections, retrieving user information, and exploring available collections and fields. The server authenticates using environment variables for URL and token configuration, making it easy to set up for both global and local installations. Ideal for content managers and developers who want their AI assistants to access and manipulate structured content in their Directus instances without switching contexts.

Enables stock analysis by fetching company details, profit data, and shareholding patterns from Screener.in using local LLM tools.

Connects AI tools directly to Codemend production error monitoring to list, analyze, and resolve software crashes. It enables users to retrieve AI-generated fixes and automatically open GitHub pull requests to address production issues.

Explore and query your MySQL database with ease. List tables, inspect table structures, and run SELECT queries to fetch results fast. Streamline debugging and analysis by getting schema details and data in one place.

Enables LLMs to perform accurate mathematical calculations by evaluating expressions using mathjs. Supports basic arithmetic, functions, constants, and complex mathematical operations through natural language requests.

Enables interaction with CubeCobra's API to access and manage Magic: The Gathering cube data, including cube lists, records, and draft analytics through both public and authenticated endpoints.

MCP server for driving CESM case lifecycle: setup, build, submit, and monitor. Complements CrocoDash MCP for grid creation and forcing.

Immutable audit trail for autonomous agent operations.

Enables AI assistants to manage development workflows by running build commands, executing tests, analyzing package.json files, installing dependencies, and performing code linting. Supports multiple package managers (npm, yarn, pnpm) and provides detailed error reporting for development operations.

Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools

Strands Agent MCP is a server that enables the execution of Strands agents through a plugin architecture. Developed by Nacho Garay, it provides a bridge between the Strands agent framework and MCP-compatible systems like Amazon Q. The server automatically discovers and registers plugins that follow a specific naming convention, allowing users to add new agents without modifying core code. It features tools for executing agents with custom prompts and listing available agents, making it particularly valuable for organizations looking to integrate AI agents with their existing workflows while maintaining a clean separation between agent implementation and execution.

Clueso's MCP connects your favorite AI agents to a video creation engine. Just describe what you need — and every output stays fully editable, by you or AI.

Provides cloud-based browser automation capabilities that allow LLMs to interact with web pages, capture screenshots, and execute JavaScript. It eliminates the need for local browser installations by leveraging BrowserCat's API for navigation and UI interaction.

A hands-on, side-by-side comparison of the three AI agent frameworks developers ask about most in 2026: CrewAI, LangGraph, and the Claude Agent SDK.

Universal MCP server for all Kie AI image generation and editing models, enabling text-to-image, image-to-image, and image editing via natural language.

Provides up-to-date AI model names and pricing from models.dev, solving model hallucination by fetching recently released models.

Integrates with Smartschool, a widely-used educational management platform in Belgium and the Netherlands. Provides read-only access to student data including enrolled courses with teacher information, grades with optional statistics, upcoming assignments organized by date, and mailbox messages with search and filtering capabilities.

MCP server for Centreon IT monitoring that enables querying host/service status, managing acknowledgements and downtimes, and retrieving performance metrics via natural language.