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A middleware server that intelligently routes AI model queries to appropriate data sources, providing contextual information to enhance AI responses.

Provides access to the Covertlabs infostealer intelligence platform to search for compromised credentials and investigate cyber threat artifacts. It enables security researchers to query databases for stolen emails, passwords, browser history, and victim metadata.

AI-native SwiftUI component library with full-stack recipes — connect via MCP for instant access.

Enables comprehensive security reconnaissance, vulnerability assessment, and threat intelligence gathering by integrating Shodan's API. It provides tools for searching internet-connected devices, performing DNS operations, and querying the Shodan exploit database.

Provides AI assistants with real-time access to Shopify store analytics, sales data, and inventory through ShopifyQL and the Admin GraphQL API. It enables users to query store performance, customer metrics, and marketing insights using natural language.

Enables interaction with Shopify store data via the GraphQL Admin API for managing products, customers, and orders. It allows users to search, retrieve, create, and update store records through natural language commands.

Enables interaction with Shopify store data through the GraphQL Admin API, supporting product, customer, and order management. It allows users to search, retrieve, create, and update store resources via natural language commands.

"mcpServers": {

Bazi (Four Pillars) charting MCP server with true solar time correction and multilingual output in Chinese, English, Japanese, and Korean.

Structure any document, query it like a database. Sifter turns documents into typed, schema-defined records, queryable in natural language from any MCP client.

Enables users to interact with the Sigma Computing API to analyze documents and manage analytics data via a serverless AWS architecture. It features document search and analytics capabilities with DynamoDB-backed caching for optimized performance.

Enables querying Signal Desktop chats and messages by reading the encrypted SQLite database directly, providing tools for listing chats, searching messages, and running read-only SQL queries.

Exposes energy market signals and readiness indices by integrating data from sources like Yahoo Finance, ENTSOG, and AGSI+. It enables users to query gas flows, storage levels, power prices, and weather data via natural language.

Enables interaction with the Siigo API to manage products, customers, and invoices with enterprise-grade security features like RBAC and audit logging. It supports financial reporting operations and secure data handling through the Model Context Protocol.

A basic Model Context Protocol server that provides static information and facts about cats, dogs, and birds. It enables users to retrieve general animal data through Claude Desktop using either local stdio or HTTP transport.

A lightweight server implementation that exposes Python functions as discoverable tools via HTTP using the Machine-to-Machine Communication Protocol (MCP). Enables remote execution of Python functions through a JSON-RPC interface with async support and type safety.

A Python-based Model Context Protocol server that integrates local AI models for managing data with features like CRUD operations, similarity search, and text analysis.

An educational MCP server that teaches implementing the Model Context Protocol from scratch, enabling AI models to discover and invoke tools via JSON-RPC over stdio.

Simple MCP Runner makes it effortless to safely expose system commands to language models via a lightweight MCP server—all configurable with a clean, minimal YAML file and zero boilerplate.

A minimal MCP server providing basic calculator operations (add, echo) and Android device management tools (list connected devices and available emulators via ADB).