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Enables natural-language queries about sales and inventory from an Excel spreadsheet, plus web search and currency exchange rates via external APIs.

Enables hosts and couples to plan event music using Vibo by browsing events, managing song requests, and exporting selections to Spotify/Apple Music via natural language.

Provides PII detection and redaction capabilities powered by the PII Redactor API on RapidAPI. Supports redaction of emails, phone numbers, credit cards, SSNs, IBANs, IP addresses, and crypto wallet addresses with configurable entity type filtering and country-specific phone detection. Includes a health check tool for API availability monitoring.

A minimal MCP server for AI-driven canvas manipulation and visualization using tldraw. It enables AI clients to programmatically create, update, and manage shapes, flowcharts, and frames on a live interactive canvas.

OpenAPI Discovery automates the discovery and use of REST APIs by locating OpenAPI/Swagger specifications, cataloging their endpoints, and executing authenticated HTTP requests. It enables structured API exploration and invocation without manual endpoint configuration.

Query recent blockchain address data (last 14 days) for EVM, UTXO, Solana, XRP, and Kaspa networks without requiring address sync.

MCP server auditing agent skills/system prompts against 8 malicious-skill supply-chain patterns (deterministic, no-LLM, MIT).

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.