# AI tools

MCP image extraction and conversion service, providing local/network image processing and Base64 encoding functions for AI assistants

This project demonstrates how to deploy a remote MCP server on Cloudflare Workers and implement the OAuth login function. It supports local development and debugging, allows connection to the service through the MCP Inspector or Claude Desktop application, and is finally deployed to Cloudflare for remote client invocation.

Awesome - MCP - ZH is a collection of MCP (Model Context Protocol) resources tailored for Chinese users, including basic introductions, usage guides, client, server, and community resources to help users quickly get started with MCP.

A Go language debugging service based on the MCP protocol that allows AI assistants to interactively debug Go programs through the Delve debugger.

An MCP server based on Python that uses Pandoc to provide powerful document conversion functions, supports conversion between multiple formats such as Markdown, DOCX, HTML, PDF, etc., and is suitable for integration with AI agents.

The Smallest AI MCP Server is a production-grade ModelContextProtocol server designed for the Waves Text-to-Speech and Voice Cloning platform, providing a fast and secure AI voice workflow solution.

An MCP server implemented in TypeScript that provides access and operation support for shadcn/ui components to AI assistants, including obtaining source code, sample code, and installation guides.

An MCP protocol server that provides access to the tools on the Toolhouse platform

MCP Palette is a desktop application for managing Model Context Protocol server configurations, providing a centralized interface to configure, manage, and deploy MCP servers for large language models.

The 302AI Sandbox MCP Server is a secure code sandbox service that allows AI assistants to execute arbitrary code, supporting multiple modes and dynamic tool loading.

Memory Bank MCP is a server based on the Model Context Protocol (MCP) for managing the memory bank, enabling AI assistants to store and retrieve information across different sessions.

A TypeScript-based MCP server that provides AI image and video generation functions and requires support from the API key of GPT4O Image Generator.

B12's AI website generation model protocol server, which supports invocation through the Claude desktop application

Guide to setting up the SUSE AI demonstration environment. Deploy Rancher Fleet and the SUSE AI stack through a K3s cluster, and integrate the MCP service and Open-WebUI to achieve Kubernetes interaction functions.

Supergateway is a tool used to convert MCP servers based on standard input and output into services accessible via SSE or WebSocket, facilitating remote debugging and integration.

The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants

This project demonstrates how to deploy a remote MCP server on Cloudflare Workers and implement OAuth login, supporting connection and use through the MCP checker and Claude desktop client.

Agent Payment MCP is a one - click installer that provides advanced tools for AI programming assistants, including intelligent mathematical calculation, synthetic data generation, text processing, Python isolated execution, network tools, etc., and adopts a pay - as - you - go model.

An MCP server designed for Pi-hole that exposes Pi-hole functionality as a tool available to AI assistants, supporting multi-Pi-hole configuration and remote management.

A TypeScript - based MCP server that integrates with the Metabase API, allowing AI assistants to access dashboards, questions, and database resources in Metabase and providing functions such as query execution.

A basic project for developing custom MCP servers, providing a complete architectural pattern, example tools, and development infrastructure to support AI assistants in connecting to external data sources or APIs.

The Ragie Model Context Protocol server provides knowledge base retrieval capabilities

An MCP server based on Apache Ignite that provides secure note CRUD functions for AI assistants

BrowserTools MCP is a powerful browser monitoring and interaction tool that enables AI applications to capture and analyze browser data through a Chrome extension, supporting multiple audit and debugging functions.

Aligo SMS API service based on MCP protocol

An MCP server that connects AI assistants with Go language analysis tools

Repomix is a tool that packages codebases into an AI - friendly format, supporting local and remote repository handling, providing code compression, security checks, and multiple output formats.

An MCP server implemented in Python, connecting AI agents with Zhitou Data Service's Shanghai-Shenzhen data API, providing real-time A-share market data query functions.

The Shell MCP Server is a service that provides secure Shell command execution capabilities for AI applications, supporting multi - platform and multi - Shell environments.

The Ragie Model Context Protocol Server provides knowledge base retrieval capabilities for AI models and supports querying relevant information in the Ragie knowledge base through the MCP protocol.