# AI integration

Titanic AI Analysis is an educational project that demonstrates how to create a server through the MCP protocol to expose the Titanic dataset to language models such as Claude for analysis. The project includes data resources and tools, supporting complex queries and statistical analysis.

An MCP server that connects AI assistants with the Metabase analytics platform, providing functions such as data query and dashboard access, and supporting two authentication methods.

AGE-MCP-Server is a middleware service that connects the Apache AGE graph database with the Claude AI client, supporting querying and operating graph data in PostgreSQL through natural language.

The Figma MCP Server is a Model Context Protocol service that connects to the Figma API, allowing AI tools and LLMs to access and process Figma design files. It supports functions such as design data extraction, design system analysis, UI content management, and development documentation generation.

The MCP server officially provided by LAPRAS is used to access and operate job - seeking, work experience and other information on the LAPRAS platform through AI tools. It supports rapid deployment through npm or Docker and provides multiple functions such as job search and work experience management.

The Specifai MCP Server is a model context protocol server used for integration and automation with AI tools that support the MCP protocol, providing a tool for reading documents generated by the Specifai project.

A Jira connection tool based on the Go language, supporting AI assistants to interact with Jira through the MCP protocol to achieve functions such as issue management and workflow operations.

A profile analysis tool based on the LinkedIn API that interacts with Claude AI through the MCP protocol to achieve the functions of obtaining, analyzing, and searching LinkedIn post data.

The Uptime Agent MCP Server is a service that connects the Uptime Agent monitoring system to an AI assistant (such as Claude) via the Model Context Protocol (MCP), supporting functions such as real - time monitoring access, incident management, and monitoring creation.

OpenAPI-MCP is a proxy server that can dynamically convert OpenAPI specifications into standardized MCP tools, resources, and prompts, simplifying the integration process between AI agents and external APIs.

The Image Gen MCP Server is a general AI image generation service that provides cross - platform and multi - model image generation capabilities for various LLM chatbots through the Model Context Protocol (MCP) standard protocol. It supports multiple image models from OpenAI and Google, enabling seamless conversion from text conversations to visual content.

An AI-based financial data service that provides real-time stock market data through the MCP protocol, supporting AI system integration of real-time prices, trading volumes, and other information.

A GitHub Enterprise data query service based on the MCP protocol that allows AI agents to securely obtain enterprise license usage, user permissions, and other data through the API. It supports dual - transport mode and Kubernetes deployment.

A simple MCP server designed for x64dbg_automate, used to connect the debugger with the AI agent.

Implementation of the Maya MCP server, an AI assistant tool for controlling Autodesk Maya through natural language

The GeoFS MCP server is a model context protocol server designed for the GeoFS flight simulator, which allows AI models to control the aircraft and obtain real-time flight data through HTTP and WebSocket interfaces.

A command-line tool that converts OpenAPI services into MCP servers, enabling seamless integration between AI agents and REST APIs.

An MCP server based on Twilio that allows AI assistants like Claude to send SMS and MMS via Twilio, providing secure credential management and preset prompt functions.

The Model Context Protocol (MCP) TypeScript SDK is a development toolkit for building standardized LLM context services. It supports creating resources, tools, and prompt templates and interacts with LLM applications through multiple transmission methods.

This project demonstrates how to deploy a remote MCP server on Cloudflare Workers and implement OAuth login functionality. It supports local development and debugging, allows connection to the service via the MCP Inspector or Claude Desktop app, and can be finally deployed to the Cloudflare cloud for remote invocation.

XTQuantAI is a server based on the MCP protocol that integrates the Xuntou Quantitative Platform with an AI assistant, enabling the AI to directly access and operate quantitative trading data.

A SharePoint integration project based on.NET, Graph API, and Semantic Kernel, which uses a modular architecture to enable an AI chatbot to securely access enterprise SharePoint data.

An implementation of the Meilisearch MCP server that provides a standardized interface for AI assistants to interact with Meilisearch

A Laravel Artisan command execution server based on the MCP protocol, which securely manages local Laravel projects through an AI assistant

The Supabase MCP Server is a tool that connects Supabase projects with AI assistants. It standardizes the interaction between large language models (LLMs) and external services through the Model Context Protocol (MCP), enabling functions such as database management, configuration acquisition, and data querying.

The MCP server of MetaTrader 5 enables interaction between AI assistants and the MT5 platform, supporting trading and market data analysis functions.

The Backlog MCP Server is a middleware service that enables AI agents to interact with the Backlog API, supporting various functions such as project management, issue tracking, and Wiki editing.

n8n is a workflow automation platform for technical teams, combining code flexibility and no - code speed, offering over 400 integrations, native AI capabilities, and fair - code licensing, supporting self - hosting or cloud deployment.

A high - performance Trino MCP server implemented in Go, supporting AI assistants to interact with Trino's distributed SQL query engine through standardized MCP tools.

GemForge is an enterprise-level tool that connects Google Gemini AI with the MCP ecosystem. It provides functions such as real-time web access, advanced reasoning, code analysis, and multi-file processing. It supports more than 60 file formats and has intelligent model selection and a powerful error handling mechanism.