# Visualization

A portfolio management server based on the MCP protocol that provides functions such as portfolio creation, market data acquisition, analysis report generation, investment advice, and visualization, and supports integration with the Claude desktop application.

JupyterMCP is an integration project that connects Jupyter Notebook with Claude AI, enabling bidirectional communication via the Model Context Protocol and supporting AI-assisted code execution, data analysis, and visualization operations.

MCP Service Chart Project

The Optuna MCP Server is a service based on the Model Context Protocol (MCP) that automates the optimization and analysis process using Optuna. It supports various application scenarios, such as automatic hyperparameter optimization for LLMs, interactive analysis of optimization results through a chat interface, and optimization of the input and output of other MCP tools.

Google Ads MCP Server is a Model Context Protocol service that provides access to Google Ads data via Claude Desktop, including ad group, keyword, and budget management functions, and supports visual analysis and automated insights.

A knowledge graph builder that uses a local AI model to convert text or web page content into structured knowledge graphs, supporting large-scale content processing, real-time visualization, and integration with Neo4j and Qdrant databases.

SCAST is a programming tool that converts code into UML diagrams and flowcharts, supports multiple languages, and helps understand code structure through static analysis and visualization.

ChatBI MCP Server is an LLM - based data analysis service that supports code generation, data statistics, and visualization through natural language instructions, and can be integrated with client tools to achieve automated analysis.

Graphiti MCP Pro is a memory storage MCP service and management platform enhanced based on the Graphiti framework, providing asynchronous parallel processing, task management tools, unified configuration management, broader AI model compatibility, and a comprehensive visual management system.

Goal Story is an innovative tool that helps users focus on achieving goals through AI conversations and storytelling.

A tool for discovering and analyzing website structures by fetching, parsing, and visualizing sitemaps. It supports functions such as automatically extracting URLs, checking sitemap health, and finding missing content.

The UniAuto MCP Server is a general test automation server integrated with AI capabilities, featuring a multi-layer self-healing mechanism, visual intelligence, and cross-platform support. It can significantly reduce test maintenance costs and improve test resilience.

An MCP server for Aranet4 CO2 sensors, supporting device scanning, data collection and storage, historical query, and visualization functions, and providing AI - assisted configuration.

The Genesis MCP Server is a model context protocol server supporting visualization functions, specifically designed for Genesis World simulation.

Miro MCP Server is a service that implements the Model Context Protocol (MCP). By integrating with the Miro REST API, it enables AI systems to directly collaborate with users on the Miro whiteboard and operate whiteboard components.

MCP Telemetry is a server based on the Model Context Protocol for conversation tracking and data analysis in a chat system through Weights & Biases Weave. It provides functions such as session tracking, LLM interaction recording, and tool call monitoring, and supports real-time visualization and analysis.

Provide difference comparison and visualization tools for testing and debugging scenarios

A financial analysis server that provides stock data acquisition and visualization functions, supporting multiple data sources and interactive charts.

An investment portfolio management server based on the MCP protocol, providing portfolio creation, market data acquisition, analysis report generation, and visualization functions.

This project implements a server based on the Model Context Protocol (MCP), providing tools to interact with the Statistics Canada (StatCan) data API, allowing LLMs or other MCP clients to access Canadian statistical data in a structured manner.

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 lightweight MCP tool for visualizing directory tree structures in Cursor.

An MCP server based on Yahoo Finance data, providing real - time stock quotes, market data, and historical information, supporting visual analysis and portfolio tracking, and can be integrated into assistants such as Claude without an API key.

The Neurosift project provides MCP service tools for the visualization and analysis of neuroscience data.

An open-source web application for exploring and visualizing MCP servers