# AI assistant

iMCP is a macOS application that connects users' digital lives through AI. It supports interaction with clients such as Claude Desktop via the Model Context Protocol (MCP), providing multiple functions such as calendar, contacts, location, maps, messages, reminders, and weather.

A lightweight and scalable service that allows AI assistants to securely execute OpenStack CLI commands through the MCP protocol and supports integration with the Claude desktop application.

The Interactive Feedback MCP Server project optimizes the AI assistant's task flow through user feedback, reducing resource consumption and improving performance.

The Tenzir MCP Server is a service based on the Model Context Protocol, used to connect AI assistants with security data pipelines and map data to the Open Cybersecurity Schema Framework (OCSF).

Vulcan File Ops is a high - performance file operation server based on the Model Context Protocol (MCP) that can transform desktop AI assistants (such as Claude Desktop, ChatGPT Desktop, etc.) into powerful development partners. It provides secure file reading and writing, batch operations, document processing, image analysis, and Shell command execution functions. It features enterprise - level security controls, dynamic directory registration, and intelligent tool filtering, allowing users to have full control over local file system access.

Claude Context is an MCP plugin that provides in - depth context of the entire codebase for AI programming assistants through semantic code search. It supports multiple embedding models and vector databases to achieve efficient code retrieval.

This is a .NET MCP server project that provides AI assistants with direct access to the .NET SDK, supports development tasks such as creating projects, managing packages, and running builds, and simplifies the .NET development process through natural language interaction.

Volatility MCP is an AI assistant project that integrates the Volatility 3 memory forensics tool with FastAPI and the MCP protocol. It enables memory analysis plugins to be accessed by AI assistants and web applications through the REST API.

This project is a server based on the Model Context Protocol (MCP) for integrating the WooCommerce e - commerce platform with AI assistants such as Claude, providing order query and management functions.

An AI-based Word document processing service based on FastMCP

Clickzetta MCP Server is an implementation of the MCP server for database interaction with Clickzetta Lakehouse, supporting functions such as SQL queries, data analysis, and knowledge search.

FOCUS DATA MCP Server is an AI assistant data query service that supports direct access to data analysis results on the DataFocus platform through natural language.

The MCP server implementation of GreptimeDB provides a secure interface for AI assistants to access the database.

An MCP server that connects AI assistants with HubSpot CRM data, providing access to contact, company, and interaction data. Built - in vector storage and caching mechanisms optimize performance.

DuckDB MCP Server is a service that implements the Model Context Protocol (MCP), enabling AI assistants to interact with the DuckDB database via SQL, supporting queries from multiple data sources and cloud storage access.

The Kaggle MCP server is a tool for interacting with Kaggle competitions via AI assistants such as Claude. It provides functions such as competition listing, file downloading, and result submission, and supports Kaggle API authentication and desktop integration.

SystemPrompt Coding Agent is an open-source project that transforms a local workstation into an AI programming assistant that can be remotely controlled via the MCP protocol, supporting voice commands and mobile operations for off-site programming management.

An MCP server based on YouTube Music that allows you to search for and play music through an AI assistant.

The AWS CodePipeline MCP Server is a model context protocol service integrated with Windsurf and Cascade, providing a standardized management interface for AWS CodePipeline.

The Figma MCP Server is a service based on the ModelContextProtocol that allows AI assistants to interact with Figma files through the protocol, supporting viewing, commenting, and analyzing design files.

Obsidian MCP Server is a server based on the MCP protocol that allows AI assistants to interact with the Obsidian note library, providing functions such as note reading and writing, and tag management.

The DataFocus MCP server is a service that allows AI assistants to directly query data results using natural language. Users can register on the DataFocus platform, connect data tables, and obtain analysis results through natural language.

MCP Atlassian is a Model Context Protocol server designed for Atlassian products (Confluence and Jira), supporting both cloud and on-premises deployments and providing AI assistant integration functions.

A service that implements the Model Context Protocol (MCP), allowing AI language models such as Claude to interact with Microsoft OneNote, supporting access, creation, search, and summarization of note content.

The Odoo MCP Server is a middleware that integrates with the Odoo ERP system, allowing AI assistants to access and operate Odoo data and functions through the Model Context Protocol.

The Alibaba Cloud CloudEffect MCP service provides AI assistants with the ability to interact with the CloudEffect platform, supporting functions such as code management and project collaboration, and helping enterprise development teams improve efficiency.

mcp-server-linear is an intermediate server that connects client applications with the Linear platform, providing a standardized MCP interface to access and manage Linear resources such as issues and projects. It supports two authentication methods, API Key and OAuth, includes full CRUD operations, advanced search functions, and can be integrated with multiple AI assistants.

A professional serial communication MCP server that provides AI assistants with comprehensive serial communication capabilities, supports embedded systems, IoT devices, and hardware debugging, and has cross - platform support and multiple data format processing functions.

An MCP server based on the NVIDIA USDCode API, providing an AI assistant tool for Isaac Sim script writing, USD operations, Python code snippets, and API usage assistance.

This is an MCP server specifically designed for Local by Flywheel, allowing AI assistants to directly read the WordPress database, automatically detect MySQL instances, and execute read - only queries, greatly improving development efficiency.