# AI assistant

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.

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.

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.

An MCP server for interacting with the Pump.fun platform on Solana, supporting AI assistants to create, buy, and sell tokens, including functions such as account management and token information query.

A local MCP server that connects Lunchmoney financial data with Claude AI, supporting querying transaction records and budget analysis through natural language

FOCUS DATA MCP Server is an AI assistant service that converts natural language into SQL statements. It uses a two-step generation scheme to control LLM hallucinations and increase the trust of non-technical users in SQL results.

A Google Calendar MCP server based on TypeScript that provides functions for Claude Desktop to connect and operate Google Calendar, supporting OAuth2 authentication and various calendar operations.

An MCP protocol server that integrates AI assistants into Gitea/Forgejo code repository management, enabling functions such as intelligent issue tracking, automatic classification, and priority sorting.

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.

The Navidrome MCP server is an AI music assistant that enables intelligent playlist creation, music discovery, and library management through natural language interaction. It supports integration with AI assistants like Claude and ChatGPT.

Prometheus MCP Server is a protocol server that enables seamless docking between AI assistants and the Prometheus monitoring system. It supports querying, analyzing, and discovering monitoring metrics in natural language and is compatible with multiple development tool clients.

A WeChat automation MCP server based on ADB, optimized for LDPlayer emulator, enabling AI assistants to automatically send WeChat messages and take screenshots, and supporting integration with AI tools such as Cursor.

The LangExtract MCP Server is a FastMCP - based server that extracts structured information from unstructured text through the Google Gemini model, providing text information extraction capabilities for AI assistants such as Claude Code and supporting smart caching and persistent connections.

An Apple Mail email management server based on the Model Context Protocol, providing the ability for an AI assistant to access Apple Mail through natural language. It includes functions such as email reading, searching, organizing, composing, and managing, and also contains professional email management expert skills.

VibeCraft is an AI - driven Minecraft building assistant that connects AI with WorldEdit through natural language conversations, providing 46 MCP tools, spatial awareness, furniture libraries, and building templates for intelligent world editing and building.

A semantic codebase search server based on the MCP protocol, using Gemini embeddings and Qdrant vector storage to provide code understanding and search functions for AI editors.

Libragen is a local RAG library construction tool used to connect AI assistants (such as Claude) with your actual documents and code libraries. It reduces AI hallucinations by creating a searchable knowledge base, supports building from local files or Git repositories, and is directly integrated into the AI workflow through the MCP protocol.

An AI-driven e-commerce integration MCP server that supports multi-platform product search, intelligent price negotiation, and discount generation, providing a unified interface for AI shopping assistants

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.

The Mapbox Developer MCP Server enables AI assistants to directly access Mapbox developer APIs, helping developers build map applications more efficiently. It supports functions such as style management, token management, document query, and geographic data processing.

An MCP server that provides 107 modern command-line tools, offering JSON-RPC structured access to file systems, Git platforms, containers, Kubernetes, and data conversion tools for AI/LLM agents.

Django AI Boost is a Model Context Protocol (MCP) server developed for Django projects, providing project information query tools to help AI assistants better understand and operate on Django codebases.

pg-aiguide is an AI-optimized PostgreSQL knowledge base that provides semantic search for official documentation, best practice skills, and extended ecosystem documentation for AI programming assistants, helping to generate higher-quality PostgreSQL code.

SQL Server MCP is a cross - platform database integration tool designed for AI assistants, enabling them to explore and query SQL Server databases through natural language. It provides functions such as schema exploration, relationship mapping, and safe query execution, and supports Windows and macOS systems.

Umbraco MCP is a server based on the Model Context Protocol (MCP), which provides AI - driven background content management functions for Umbraco CMS. It implements secure and permission - controlled automated operations through the Umbraco management API, enabling the AI assistant to perform complex background tasks through natural conversations without manual operation of the interface.

A service that interacts with Microsoft To Do tasks through an AI assistant, requiring a Node.js environment and Azure application registration for authentication configuration.

A server implementing the MCP protocol that allows AI assistants to manage Kafka topics, connectors, and Flink SQL statements on Confluent Cloud through natural language interaction.

Integrate Adfin financial service tools through Claude Desktop to achieve automated financial operations

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.