# AI Tools

This project provides an MCP server that interacts with the Cisco APIC controller, supporting local invocation through Claude and VS Code, and includes functions such as APIC credential configuration, tool registration, and Docker support.

Implementation of the Claude Text Editor MCP Server

The Keboola MCP Server is a model context protocol server for interacting with Keboola Connection, providing a toolset for accessing data in the Keboola Storage API.

The TeamCity MCP Server is a service that exposes the features of JetBrains TeamCity as structured AI resources, supports integration with LLM agents and IDE plugins, and provides tools for build triggering, cancellation, tagging, and searching.

The combination of Gemini CLI and the MCP server built with Google Apps Script extends the automation capabilities of Google Workspace through a low - code platform, providing support for 41 tools covering services such as Gmail, Drive, Calendar, etc., and enabling multi - step execution of complex tasks.

A template project for building a custom Model Context Protocol (MCP) server, providing the basic structure and tool implementation, and supporting integration with Cursor and Claude Desktop.

MCP.science is an open - source project that provides a variety of MCP servers specifically designed for scientific research, enabling AI models to interact with scientific data, tools, and resources through standardized protocols.

The medRxiv MCP Server is a bridge connecting AI assistants with the medRxiv preprint library, enabling the search, access, and analysis of health science papers through the MCP protocol.

The Scrapezy MCP Server is a service that enables AI models to extract structured data from websites and supports data scraping through tools such as Claude.

This project demonstrates how to deploy a remote MCP server on Cloudflare Workers and implement OAuth login functionality. It supports local development and debugging, can be connected via the MCP inspector or the Claude desktop application, and can ultimately be deployed to the Cloudflare cloud for remote client calls.

A cryptographically secure random number generation server based on the Model Context Protocol (MCP), providing functions for generating various random data types, suitable for AI applications and systems requiring high - quality random numbers.

An AI demonstration project showcasing the functions of the GitHub MCP server

An example Python server project based on the Model Context Protocol, providing BMI calculation and weather query tool functions for LLMs such as Claude AI.

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

This project is an example of an MCP server based on Spring Boot, implementing the Model Context Protocol standard. It allows developers to expose data through the MCP server or build AI applications that connect to these servers. In the example, a simple information service is created to provide developer information to the Claude desktop application through the MCP protocol.

MCP-hfspace is a server tool that simplifies the connection to Hugging Face Spaces. It supports multiple AI functions such as image generation, speech processing, and vision models, and seamlessly integrates with Claude Desktop.

This is a simple Steampipe MCP server that serves as a bridge between AI models and the Steampipe tool.

Ref MCP is a Model Context Protocol server that provides AI programming tools or agents with access to documentation for APIs, services, libraries, etc. It is a one-stop solution to keep agents updated on documentation in a fast and token-efficient manner.

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

An MCP server for sending emails via the Resend API, supporting direct email sending through Cursor and Claude Desktop

Axone's MCP server is a lightweight implementation that exposes Axone's capabilities through the standardized Model Context Protocol (MCP), serving as a gateway for AI tools to access the data universe.

1MCP is a unified multi - MCP server aggregation solution designed to simplify the interaction management between AI assistants and external tools.

The Buu AI MCP Server is a command execution gateway that provides team management, sub - thread operations, and generation request processing functions for the Buu platform, supporting GraphQL connections and API key authentication.

Implementation of Verodat's MCP Server, providing data management integration capabilities for AI systems

The MCP Client Configuration Server is a tool for managing different MCP client configurations, supporting cross - platform automatic detection and configuration synchronization.

This project demonstrates how to set up a remote MCP server on Cloudflare Workers, includes OAuth login functionality, and supports connection and use through the MCP checker and the Claude desktop client.

A secure command-line MCP server that provides a controllable terminal command execution environment for AI assistants, implementing multi-layer security protection through directory permissions and command classification.

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

This is an MCP SSE server project based on JWT authentication, providing secure access to multiple AI tools, supporting dynamic tool registration and session management, and suitable for production - environment expansion.

Klavis AI is an open - source project that provides a multi - functional computing platform (MCP) for use on Slack, Discord, and web pages. It allows non - technical users to easily configure AI workflows, and developers can expand and build on it.