A full-stack application that integrates the Model Context Protocol (MCP) with Anthropic's Claude LLM, providing an interactive chat interface and utilizing MCP tools.

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.

Tome is a MacOS application (support for Windows and Linux is coming soon) developed by the Runebook team. It aims to simplify the use of local large language models (LLMs) with MCP servers. By integrating Ollama and managing MCP servers, users can quickly start chatting with MCP-powered models without dealing with complex configurations.

A React application for visualizing and replaying LLM chat records, supporting drag-and-drop upload, playback control, speed adjustment, and progress jumping functions.

This project tests the capabilities of LLM in information retrieval, API integration (such as IGN's APICARTO and GéoPlateforme services), and code generation through ChatGPT, including functions such as geocoding and postal code query, and explores the application of AI in technical evaluation and development assistance.

A terminal LLM chat application that supports langchain tools and MCP servers

An MCP client application based on Streamlit, supporting connection to multiple LLM providers (such as OpenAI, Anthropic, etc.) and interaction with MCP servers, providing tool testing and chat interface functions.

The MCP Servers Hub is a centralized directory of open - source and proprietary MCP servers, providing rich features, documentation links, and contributor information. It supports seamless integration between LLM applications and external data sources and tools, suitable for building AI - driven IDEs, enhancing chat interfaces, or creating custom AI workflows.

Anyquery is an SQLite - based SQL query engine that supports SQL queries on files, databases, and various applications (such as Apple Notes, Notion, etc.), and extends functionality through plugins. It also supports connecting LLMs (such as ChatGPT) as a data access interface and can run as a MySQL server.