# AI tools

This project implements an MCP server that provides services for the RAG web browser Actor, enabling AI assistants to perform web searches, scrape the content of specified URLs, and return cleaned content in Markdown format.

A lightweight screenshot microservice based on FastAPI, compatible with the MCP protocol, supporting full - screen, region, and window screenshots, suitable for AI agents and automation tools.

A Model Context Protocol server for integrating Ollama with MCP clients such as Claude Desktop

An SQLite database interaction server based on the MCP protocol

This is a startup template for creating a custom MCP server for Puch AI, including job search analysis and image processing tools, supporting secure external connections and authentication.

This project studies the MCP server deployment scheme used by the research team, including local development configuration and Kubernetes containerization deployment, and explores how to implement team - shared AI tool services.

The Web Browser MCP Server is a Python-based MCP protocol server that provides web browsing and content extraction functions for AI assistants.

An MCP server designed for Kintone, supporting exploration and manipulation of Kintone data through AI tools such as Claude Desktop.

This is an Axiom MCP server implemented in JavaScript, used to query data through the Axiom Processing Language (APL). It provides the same functionality as the official Go version but is packaged as an npm module for easy integration into a Node.js environment.

The X (Twitter) MCP server is a protocol server for interacting with Twitter through AI tools, supporting functions such as getting tweets, posting tweets, searching on Twitter, and managing followers. It uses Twitter API v2 for secure authentication.

Scraper.is MCP is a web scraping tool integration package based on the Model Context Protocol (MCP), which allows AI assistants to scrape web content through the MCP protocol, supporting multiple format outputs and real-time progress updates.

This project is an MCP server that connects to the OpenAI DALL - E API, designed specifically for AI assistants such as Roo Code, providing comprehensive image generation functions and control options.

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.

The RISKEN MCP server is a protocol server that provides RISKEN API integration, supporting automated data acquisition, scanning, and analysis, as well as building AI tool applications.

This project demonstrates how to build a remote MCP server on Cloudflare Workers, including the OAuth login function, and supports connection and use via the MCP inspector and Claude desktop client.

MCP Trakt is a server that connects AI with the Trakt.tv API, enabling language models to access real - time entertainment data and personal movie - watching records.

Scraper.is MCP is a web scraping tool designed for AI assistants. It is integrated through the Model Context Protocol, supporting content extraction, screenshot capture from any website, and returning data in multiple formats.

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

Gofannon is a toolset for enhancing the functions of language models/agents, providing cross - framework compatibility and a rich set of tools, supporting rapid development and community contributions.

This project is a tool for running a Model Context Protocol (MCP) server. It encapsulates the functions of the CodeQL query server and supports interaction with CodeQL through structured commands and document search.

This project demonstrates how to create an unauthenticated remote MCP server on Cloudflare Workers and supports connection and use from the AI Playground and Claude desktop client.

A web content acquisition and processing tool based on the MCP protocol

This project is a Mongo MCP server built on Spring Boot AI, used to connect to local MongoDB instances and expose database operations through callable tools, and supports testing through MCP clients.

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.

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 simple example of an MCP server that provides basic mathematical calculation functions

The MCP Prompts Server is a service system for managing and applying AI prompt templates, supporting multi-format conversion, variable replacement, and resource integration. It can work in collaboration with other MCP services.

A community-developed Nasdaq Data Link MCP Server that provides access to financial and economic data through natural language interfaces and large language models.

A Wikipedia search service based on the MCP protocol, providing a structured interface for AI to access Wikipedia content.