# AI tool

A Japanese library information query MCP server based on the Calil API, providing library data access functions for AI assistants

A Word document operation server based on the MCP protocol, providing AI assistants with the ability to create, edit, and manage Microsoft Word documents.

The Valyu MCP Server is an AI model context protocol tool that can obtain high-quality context data through the Valyu API, supporting Wikipedia, arXiv papers, and web searches.

An MCP server implementation based on Node.js and TypeScript, providing a standardized LLM context interaction protocol, including functions such as calculation tools, system information, message reflection, and prompt templates.

Fetcher MCP is a web content scraping server based on the Playwright headless browser, which uses AI technology to efficiently obtain web information.

MCP ECharts is a tool that dynamically generates Apache ECharts charts through AI, supports full - function ECharts syntax and multiple export formats, is lightweight and secure, and does not require remote services.

StableMCP is a model context protocol (MCP) server based on JSON - RPC 2.0 for generating images through Stable Diffusion.

The PDF Reader MCP service provides AI agents with the ability to securely read the content (text, metadata, page count) of PDF files, supports local and remote PDF files, and is easy to integrate into the MCP environment.

Smithery CLI is a command-line tool for managing Model Context Protocol (MCP) servers, supporting multiple AI clients and providing functions for installing, uninstalling, viewing, and running MCP servers.

Sandbox MCP is a model context protocol server that allows LLMs to run code in secure Docker containers, solving the security problem of the inability to test code generated by AI.

An example of an MCP server based on SSE for obtaining weather forecasts and alerts for US states, supporting calls from AI Agents.

An MCP service that provides real-time cryptocurrency data for Claude AI, obtaining market quotes, exchange information, and other data through the CoinMarketCap API.

A server based on the MCP protocol that enables AI assistants to query the geographical location information of IP addresses through the IP Find API.

The Databricks MCP Server is a service based on the MCP protocol that allows LLM tools to interact with the Databricks platform, providing management functions for clusters, jobs, notebooks, etc.

emcee is a tool that provides a Model Context Protocol (MCP) server for any web application with an OpenAPI specification, connecting applications such as Claude Desktop to external tools and data services.

The Nutritionix MCP Server is an API tool based on the MCP protocol, used to integrate Nutritionix's nutrition data and exercise calorie estimation functions into AI agents, supporting the query of food nutrition and exercise consumption through natural language.

Flyworks MCP is a free and fast zero - shot lip - sync tool that achieves lip - sync between digital human videos and audio through an API interface, supporting both real and cartoon styles.

A Sentry error analysis tool based on TypeScript that provides the function of accessing and analyzing Sentry error data through an AI agent, supporting both tool and prompt interface methods.

This project provides a Model Context Protocol (MCP) server based on the official API of the Korea Tourism Organization (KTO), enabling AI assistants to query detailed information about Korean tourist attractions, cultural events, dining, and accommodation. It supports multi - language search, location awareness, caching, and automatic retry functions, and can be run directly through Docker or Python.

A knowledge base search MCP server project based on AWS Bedrock and Cloudflare Workers, supporting AI assistants to search for document content through the protocol.

Collection of MCP servers for models such as Anthropic

A MySQL database operation service based on the Model Context Protocol, providing a standardized MySQL database interaction interface for AI models, supporting functions such as connection management, query execution, and table structure viewing.

A CLI tool that converts Markdown documents into an MCP server, enabling AI assistants to access and search document content.

A Pixabay API service based on the MCP protocol, providing image and video search functions for AI models.

A mathematical calculation server based on the MCP protocol, providing basic mathematical tools such as addition, subtraction, multiplication, division, power operations, and logarithms, and supporting integration with Pydantic AI agents through Stdio transmission

MyBatis Mapper XML SQL extraction service based on the MCP protocol, providing SQL parsing, parameter simulation, and database testing functions. It is an expert tool that supports AI collaboration.

This is an MCP server developed for Claude AI, providing direct access to the NASA Astrophysics Data System. Users can search for papers, track citations, manage a literature library, and export references through natural language conversations, aiming to seamlessly integrate the astronomy literature database into the AI workflow.

FindMCP is a service directory tool based on the MCP protocol, specifically designed for the Cursor editor. It provides the query function for MCP services such as Smithery.ai. It supports local deployment and deployment on the Smithery.ai platform, including complete configuration files and debugging guides.

An MCP server implemented with the Kagi search API based on Node.js, providing web search functionality for AI assistants, supporting parallel queries and formatted results.

This project is a Python server based on the MCP protocol, providing functions for querying and calculating soil and water conservation technical specifications, including engineering calculations such as Manning's coefficient, earth pressure coefficient, drainage ditch flow velocity, and slope stability, as well as the conversion between latitude and longitude and UTM/TWD97 coordinates in Taiwan region. It is suitable for AI application integration.