# Serverless

A serverless implementation of the Model Context Protocol (MCP) based on AWS Lambda and SAM, providing two interfaces for system configuration and client usage.

This project is a RAG (Retrieval Augmented Generation) service based on the AWS serverless architecture. It uses Lambda, OpenSearch Serverless, and S3 for document storage and retrieval, provides an MCP protocol interface through API Gateway, and integrates OpenAI for embedding and generation.

A simple MCP server based on AWS Lambda and API Gateway, deployed using AWS CDK, supporting local testing and remote calls.

An MCP server implementation based on Firebase, offering two operation modes: local Node.js and Cloudflare Workers, and supporting CRUD operations and query functions for the Firestore database.

An intelligent chat application based on EdgeOne Pages Functions technology, implementing a complete MCP protocol workflow, including an interactive chat interface, high - performance edge functions, and an OpenAI - compatible API.

Wuying AgentBay is a cloud infrastructure designed by Alibaba Cloud for AI Agents, providing a one-click configuration tool and an execution environment, supporting fast integration and serverless cloud operation.

This project provides a cloud-based serverless Playwright browser service through Playwright-MCP. It uses Playwright's accessibility tree instead of pixel input to achieve fast and lightweight web page automation operations. It supports structured data interactions and is suitable for scenarios such as web page navigation, form filling, data extraction, and automated testing.

A serverless YouTube subtitle extraction service based on Cloudflare Workers, using the MCP protocol to achieve high - performance AI assistant integration

An MCP server that integrates MotherDuck and local DuckDB, providing SQL analysis capabilities for Claude

An unofficial MCP management tool for Scaleway serverless functions, supporting operations such as creating, deploying, deleting, and updating functions

This project demonstrates a serverless MCP (Model Context Protocol) tool implementation based on AWS Lambda, including a Python server - side and a TypeScript client, supporting streaming HTTP communication. The server - side simplifies the MCP tool development process, has built - in session state management, and demonstrates integration with Amazon Bedrock.

An MCP server based on Cloudflare Worker, providing API interfaces for tools such as Gmail and Google Calendar, supporting OAuth2 authentication and state management.

Deploy popular MCP services to the FunctionGraph platform through the Serverless architecture

Serverless PayPal MCP integration based on Cloudflare Workers, handling API requests, authentication, and secure payments, with low - latency characteristics. Suitable for webhooks, payment verification, and real - time transactions, featuring scalability, light - weight, and security.

A code explanation service based on Cloudflare Worker that analyzes code structure, functions, and relationships through the MCP protocol, and provides visual architecture diagrams and detailed descriptions.

This is a custom AI tool demonstration project based on Cloudflare Workers and the MCP protocol, which can be integrated with AI assistants such as Claude and Cursor to expand AI functions.

A serverless MCP protocol implementation project based on AWS Lambda, CloudFront, and Cognito authentication, providing a complete cloud MCP server infrastructure, supporting OAuth 2.0 authentication, real-time stream transmission, and a scalable architecture.

MCP Serverless is a serverless architecture-based implementation of the model context protocol that provides a simple interface for tool management and request processing.

An HTTP wrapper for AWS Lambda used for Model Context Protocol servers, providing local development and cloud deployment functions.

A Ruby template project for building AWS Lambda functions, supporting rapid deployment and testing

A simple Model Context Protocol (MCP) server based on AWS Lambda and API Gateway, deployed using the Serverless Application Model (SAM), supporting local development and testing.

A command-line tool for initializing serverless MCP projects on AWS, supporting users to choose their favorite frameworks.

A minimalist Model Context Protocol (MCP) server based on AWS Lambda and API Gateway, deployed using the Serverless Framework, supporting local development and testing.

A simple MCP server prototype that runs natively on AWS Lambda and API Gateway without additional bridging components or custom transports.