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.

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

napi is a tool developed by NanoAPI, aiming to automatically analyze software architecture complexity, support extracting functional modules from the codebase, provide both CLI and UI operation methods, and be compatible with mainstream CI/CD platforms to help developers optimize architecture design.

A Proxmox management server based on Python, providing an interface to interact with the Proxmox virtualization platform, supporting node, virtual machine, and container management, with security authentication and a variety of functional tools.

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.

The Windows CLI MCP Server is a secure command-line interaction server that supports PowerShell, CMD, and Git Bash, and provides SSH remote connection functionality.

An MCP server based on TypeScript that integrates the Flux Schnell model to implement text-to-image generation functionality

A tool that exposes a secure local Python executor through the MCP protocol, providing code interpreter functionality for LLM applications

MCP is an open-source protocol for standardizing LLM interactions, providing a unified framework for connecting data sources, obtaining context, using tools, and executing standard prompts. Project examples demonstrate how to build MCP servers and clients to implement knowledge base chatbot functionality.

An MCP server based on the DeepL API, providing text translation and language list functionality.

An MCP server that provides Slack search functionality, supporting queries for user, channel, message, and other data.

This project provides a guide for integrating AI chat functionality into Android Studio, enabling developers to interact with code and projects using natural language, including functions such as code Q&A, modification, explanation, and debugging.

An elegant and efficient MCP server for managing motivational quotes, supporting seamless integration with MCP clients such as Claude for Desktop and providing complete CRUD functionality.

Provide tRPC routing functionality through MCP services to enable the opening and invocation of RPC interfaces

An MCP server for providing Internet news search functionality

The MCP Email Server is a protocol server that provides email functionality for LLMs, supporting the sending of emails with attachments and file search features, including SMTP secure transmission and support for multiple types of attachments.

A simple MCP server based on Perplexity AI, providing web search functionality and supporting development and deployment in the Windows environment.

The Linkup MCP Server is a tool used to integrate Linkup's web search functionality with AI models supporting function calls through the MCP protocol.

This project creates an AI agent based on the n8n platform that can discover and use Model Context Protocol (MCP) server tools through the Nostr network. The agent searches for available tools by querying Data Vending Machines (DVM) in the network, sends requests, and obtains responses, thereby expanding the functionality of the LLM to use MCP tools that are not installed.

A file system service tool based on the MCP protocol that provides file reading functionality.

A project that exposes AutoHotkey functionality through an MCP server, enabling model interfaces to control Windows automation tasks.

The MCP server provides SQL database access functionality

This project is a Twitch chat MCP server based on Quarkus. By integrating Twitch chat functionality with the MCP protocol, it provides real - time chat interaction services for tools such as Claude.

An MCP server implementation that provides git-spice document search functionality for the Cursor IDE

An MCP server implementation supporting Webhook, providing message sending functionality

A client project based on Python 3.13 that integrates MCP services and the GPT-4 model, providing interactive tool invocation and network search functionality.

mcp-x is a Python library that provides specific functional support.

Nash MCP is a multi - functional command execution server that supports Shell command execution, Python code execution, web content fetching, and task management, providing secure credential storage and session management functions.

cutterMCP is a model context protocol server designed for LLM, supporting autonomous reverse engineering applications and integrating the core functional tools of Cutter.

CodeBox-AI is a secure Python code execution service that provides self-hosted code interpreter functionality, supports conversational code execution, dynamic package installation, and visual output, and integrates the MCP protocol for interaction with LLM applications.

The MCP Proxy Sidecar is an enhanced JetBrains MCP server with WebSocket monitoring functionality, supporting real - time viewing of tool call situations.

The Quantum Simulator MCP Server is a Docker image that provides quantum circuit simulation functionality and supports integration with clients through the MCP protocol.

A simple MCP server project that supports local connection via Ngrok or Docker container deployment and provides Shell execution functionality.

An unofficial Reactome MCP server that provides a model context protocol service for accessing Reactome pathway and systems biology data. It includes 8 verified functional tools covering bioinformatics analyses such as pathway search, detail acquisition, gene association, and disease mechanism.

A multi - functional MCP server integrating RunwayML and Luma AI APIs, supporting video/image generation and processing tasks

An MCP server that provides powerful search functionality for Jewish texts

A module that adds discrete event simulation (DES) functionality to the Text2Sim MCP Server, implemented based on the SimPy framework, including core components such as entity processing, process steps, resource management, and indicator collection.

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.

A VSCode/Cursor extension that integrates with Confluence Wiki via the MCP server, providing a secure configuration interface and content conversion functionality.

An MCP service that provides MD5 hash calculation functionality, supporting the generation of MD5 hash values from strings, JSON data, and Base64-encoded data, and offering format control options.