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For LLM

Implements Model Context Protocol servers in multiple languages for use with applications like Claude and Cursor.

Swagger

Exposes Swagger/OpenAPI endpoints through the Model Context Protocol for AI agent accessibility.

GitHub Integration

Demonstrates the integration and usage of the GitHub API through MCP server functionality.

Docker Container

Creates and manages Docker containers using the Model Context Protocol.

Web Search

Enables AI systems to access real-time web search capabilities.

Aws-Ow-Pgvector

Manages an AWS Aurora Postgres server configured with the Pgvector extension.

NN-New

Provides a demonstration of MCP server capabilities.

Server Test

Validates GitHub operation execution through a server integration.

Fluent

Build Model Context Protocol (MCP) servers with embedded LLM reasoning capabilities.

OpenAI Web Search

Enables AI models to perform real-time web searches using OpenAI's web search preview feature.

Atendeai

Provides a server-side Message Control Protocol for AtendeAi.

Hello

Enables querying and adding of student information.

Servers

Manage and deploy server configurations and scripts.

Shopify

Enables AI agents to interact with Shopify stores through a standardized protocol.

File Finder

Locates files by searching for path fragments on a server.

Figma Context

Enables AI coding tools to access and interpret Figma designs for code generation and design token extraction.

Weather Server

Supplies weather data to large language models via the Model Context Protocol.

Aws Infra Helper

Enables Claude to perform security scans on Terraform code, visualize AWS cloud architectures, and execute Terraform commands.

Pet Store

Provides a test server implementation.

Artifacts

Manages and deploys MCP servers for the Artifacts MMO game.

Terminal Server

Executes shell commands within a defined workspace, enabling communication between external tools and AI clients like Claude.

Factorio

Provides a minimal ModelContextProtocol server template for building AI assistant tools.

Open Browser

Opens a web browser and navigates to a specified website address.

Nyaypalak

Serves as the core server component for the Naypalak system.

Shell

Executes commands using a fast all-in-one JavaScript runtime.

Taiwan Weather

Retrieves real-time weather reports, forecasts, and satellite images from Taiwan's Central Weather Administration for agentic AI applications.

Prompt

Provides a Model Context Protocol (MCP) server for managing and serving custom prompts to Amazon Q.

Feishu

Provides a remote Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, enabling AI clients to interact with Feishu functionalities.

Jenkins

Streamline DevOps processes by providing multi-server management, intelligent scenario mapping, and complete CI/CD lifecycle operations for Jenkins.

Hevy

Integrates with the Hevy API to programmatically manage workout data, routines, and webhooks.