# AI Tools

A server based on the Model Context Protocol (MCP) and Server-Sent Events (SSE), integrating the Brave Search API to provide real-time streaming search functionality for AI models and clients.

ReActMCP Web Search is an MCP server integrated with the Exa API, providing real-time web search functionality for AI assistants, supporting basic search and advanced filtering options, and returning results in Markdown format.

Klavis AI is an open - source project that provides a multi - functional computing platform (MCP) for use on Slack, Discord, and web pages. It allows non - technical users to easily configure AI workflows, and developers can expand and build on it.

Scraper.is MCP is a web scraping tool integration package based on the Model Context Protocol, enabling AI assistants to access the latest web content through the MCP protocol.

The Verodat MCP server implements the model context protocol and provides a toolset for AI systems to seamlessly integrate with Verodat's data management capabilities.

An MCP server for sending emails via the Resend API, supporting direct email sending through Cursor and Claude Desktop

The Crawl4AI MCP Server provides web page scraping and crawling functions for Cursor AI and is integrated into the Composer proxy mode.

A Python-based D&D 5e knowledge navigation server that connects AI assistants with the Dungeons & Dragons game data API through the Model Context Protocol (MCP)

The OpenAlex MCP Server is an open - source project that implements the Model Configuration Protocol (MCP) to provide structured access to global academic literature for AI assistants.

A modular computing platform server that provides SEC EDGAR data access and interaction for AI agents.

The OpenAI WebSearch MCP Server provides web search functionality for AI assistants through the Model Context Protocol, supporting the acquisition of the latest information during conversations.

Top Rank Agent is a collection of MCP (Model Context Protocol) resources specially designed for Chinese users, providing basic introductions, usage guides, client and server resources, and community resources to help users quickly get started with this 'universal plug' in the AI field.

An MCP server based on the Perplexity AI API, providing web search functionality for the Claude desktop client.

A NestJS module for easily exposing AI tools, resources, and prompts via the Model Context Protocol (MCP), supporting multiple transport types and automatic discovery and registration functions.

This project demonstrates how to deploy a remote MCP server on Cloudflare Workers and implement the OAuth login function. Support local development and debugging, connect and test through the MCP inspector, and allow the Claude desktop client to call the tools in the MCP service.

This project builds a lightweight MCP server that enables interaction between local AI tools and the Claude assistant through Python. It supports processing data files such as CSV and Parquet, facilitating natural language query and analysis.

This is an MCP server that connects to the Coreflux MQTT broker, providing Coreflux and MQTT operation tools for AI assistants such as Claude. It includes a configuration assistant, debugging functions, and various operation instructions.

Perplexity Deep Research MCP is a Model Context Protocol server that provides web search functionality for the Perplexity AI API, supporting AI assistants to perform web searches using the sonar - deep - research model.

A powerful implementation of the Model Context Protocol (MCP) server that integrates multiple tools such as GitLab, Jira, Confluence, and YouTube, providing AI - driven search capabilities and development workflow tools.

An AI demonstration project showcasing the functions of the GitHub MCP server

The Apify MCP Server is a service that implements the Model Context Protocol (MCP), allowing AI assistants to interact with various Actors on the Apify platform through SSE or Stdio to perform tasks such as data scraping and web search.

This project demonstrates how to deploy a remote MCP server on Cloudflare Workers and implement the OAuth login function, supporting connection and use through the MCP checker and Claude desktop client.

Postmancer is an MCP server designed specifically for AI assistants, supporting interaction with RESTful APIs through natural language

The Hypernym MCP Server provides semantic text analysis and compression tools through the standard MCP interface, helping LLMs access advanced semantic classification and compression functions.

An MCP server implementation based on Go language, integrating the Grafana Tempo distributed tracing system, providing a tool interface for AI assistants to query and analyze tracing data. It supports two communication modes: standard input/output and HTTP/SSE, and can be connected to AI clients such as Claude Desktop.

A remote MCP server project based on Cloudflare Workers, supporting OAuth login and integrable with MCP Checker and Claude desktop applications.

This project demonstrates how to set up a remote MCP server on Cloudflare Workers, including OAuth login functionality, and supports connection and use through the MCP Inspector and Claude desktop client.

This project demonstrates how to deploy a remote MCP server on Cloudflare Workers and implement OAuth login, supporting connection and use via the MCP checker and Claude desktop client.

Vibe Coder is an MCP server that provides powerful software development tools for AI assistants, including code generation, research, planning, and project scaffolding functions.

This project demonstrates how to build a remote MCP server on Cloudflare Workers and implement the OAuth login function. It provides a complete process for local development, MCP inspector connection, Claude desktop application integration, and cloud deployment.