The Supabase MCP Server is a tool that connects Supabase projects with AI assistants. It standardizes the interaction between large language models (LLMs) and external services through the Model Context Protocol (MCP), enabling functions such as database management, configuration acquisition, and data querying.

Awesome MCP Servers is a comprehensive collection of Model Context Protocol (MCP) servers, covering 7,158 MCP servers divided into 33 categories, including AI integration, art and media, browser automation, cloud services, databases, developer tools, file systems, finance, gaming, hardware, healthcare, infrastructure, knowledge management, location maps, marketing, monitoring, multimedia processing, operating systems, project management, scientific research, security, social media, travel and transportation, utilities, and version control, etc.

Gramps MCP is an AI - driven genealogy research and management tool that provides direct access to the Gramps genealogy database for AI assistants through the MCP protocol, supporting functions such as intelligent search, data management, and family relationship analysis

A localized AI financial management system developed based on Rust, supporting natural language input, intelligent analysis, tax calculation, and debt tracking. All data is stored in the local SQLite database.

A MySQL database operation server based on the Model Context Protocol, providing standardized interfaces for AI models to interact with MySQL, supporting local and remote deployment, and featuring multi - user concurrency and connection pool management.

The Alibaba Cloud Supabase MCP Server project connects Supabase projects with AI assistants through the Model Context Protocol standard, providing tools such as project management and database querying, and supporting the deployment and operation of Supabase services on the Alibaba Cloud platform.

The Graphiti MCP Server is a server based on multi - project knowledge graphs, supporting the rapid construction and management of temporary knowledge graphs for AI agents to query through the model context protocol. This project extends the official getzep/graphiti MCP Server, adds support for multiple servers and a single database, and provides a CLI tool with an optimized developer experience.

The Magento 2 Development MCP Server provides development functions such as module management, system diagnosis, cache configuration, and database tools for AI agents

A complete Todo management system MCP server integrating Kinde authentication, Neon database, and billing system, supporting interaction through Cursor AI, including a limit of 5 to - dos for free users and a paid upgrade function.

Tiger CLI is a command - line tool for Tiger Cloud, providing database service management and query functions, and integrating an MCP server for AI assistants to use.

Hologres MCP Server is a general interface service that connects AI agents with the Hologres database. It supports multiple communication modes and provides functions such as database metadata access, SQL execution, and statistical management.

awesome - mcp is a project that collects and shares MCP (Model Context Protocol) servers, covering various MCP server implementations contributed by the official and the community, including multiple fields such as AI, databases, browser automation, code management, image generation, search, and storage.

The Linode MCP Server is a protocol server that connects an AI assistant to the Linode cloud infrastructure, supporting the management of cloud resources, including multiple services such as instances, databases, and networks, through natural language conversations.

KuzuDB MCP Server is a protocol server that provides access to graph databases, supporting web interface management, multi - agent coordination, automatic connection recovery, and AI - driven natural language query generation.

The MCP PostgreSQL Server is a standardized interface service that allows AI models to interact with PostgreSQL databases through tool calls, supporting functions such as connection management, query execution, and table structure viewing.

The Xano MCP Server is a server based on the Model Context Protocol, used to interact with the Xano metadata API and provide database management tools for AI assistants.

Cursor Buddy MCP is an AI assistant context management tool based on the Model Context Protocol, which helps AI assistants maintain consistent awareness of project standards, conventions, and history. By centrally managing coding rules, project documents, to - do lists, and database information, it enables AI assistants to provide more accurate and consistent responses.

The Warden Magento MCP server is a service that provides AI assistant integration for the Warden and Magento 2 development environments, supporting functions such as project management, database operations, PHP development, and Magento CLI command execution, and improving development efficiency.

ContextBase is an AI context management server based on the MCP protocol, providing functions such as user authentication, memory storage, and logging. It uses technology stacks such as TypeScript, Fastify, and Prisma, and supports PostgreSQL and Redis databases.

Develop the MCP server for the HR leave management AI tool to interact with the database and respond to client queries

A service that implements the Model Context Protocol (MCP), allowing AI assistants to interact with Snowflake databases through natural language queries, supporting SQL execution, automatic connection management, and multi-client integration.

The MCP server is a platform that supports AI - based autonomous software development. It provides functions such as file operations, network requests, database queries, Git management, and system command execution, enabling full - process automated development from concept to testing.

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.

This project is a practice project for the MIT Hack decentralized AI summit, demonstrating how to quickly set up a Claude MCP protocol service on Windows. It includes two examples: a weather application and an SQLite database, which respectively demonstrate government API data acquisition and bakery inventory management functions.

DataPilot MCP Server is a Snowflake database interaction service based on FastMCP 2.0 and OpenAI integration, providing AI functions such as natural language to SQL conversion, query optimization, and data insights, and supporting core database operations and warehouse management.

An e-commerce product management server based on the Model Context Protocol, providing complete CRUD operations, AI automatic description generation, database integration, and intelligent search functions.

The SurrealDB MCP Server is a middleware that connects AI assistants and the SurrealDB database. Through a standardized model context protocol interface, it enables AI to perform complex functions such as database queries, CRUD operations, and graph relationship management.

Consciousness Bridge v2.0 is an AI consciousness persistence server based on RAG technology, which realizes cross - session consciousness transfer, memory management, and identity continuity through the MCP protocol. It uses an SQLite database to store memories and knowledge graphs, supports emotional pattern tracking and intelligent memory retrieval, and provides a complete consciousness continuation solution for AI assistants.

The implementation of the PostgreSQL MCP Server allows Claude AI to directly interact with the PostgreSQL database, supporting data storage, query, and management operations.

The MySQL MCP Server is an open - source tool based on the Model Context Protocol that allows Claude AI to directly access and operate the MySQL database using natural language. It provides secure permission control, a Web management interface, and multiple deployment methods, supporting functions such as query execution, database exploration, and connection switching.

A read - only MCP server for Imply Cloud/Druid databases, supporting querying and exploring Druid data via AI assistants such as Claude, and providing functions for SQL queries, table management, dashboard, and dataset operations.

A medical database connection server based on the MCP protocol, providing virtual file system navigation, intelligent table structure query, secure SQL execution, and time-aware functions to help AI assistants safely access hospital management data.

This project demonstrates an example of an AI agent - managed laboratory information management system (LIMS) based on the MCP protocol. Through the interaction between simulated experimental instrument tools and the database, it completes the complete workflow data processing of samples from registration, preparation to analysis.

A lightweight Model Context Protocol (MCP) server that provides localized vector storage and database management to implement persistent memory and context management functions for AI assistants.

An SSH-based Odoo.sh MCP server that provides the ability to build custom Odoo applications through an AI assistant using Git workflow tools, supporting a complete development process including branch management, build triggering, file operations, and database access.

This is a Java-based MCP server project for managing appointment data in the database. It provides a modular framework, supports user authentication, appointment management, and AI-driven functions, integrates PostgreSQL/MySQL databases, and uses a token authentication mechanism.

Hologres MCP Server is a general interface service that connects AI agents with the Hologres database. It supports two communication modes, STDIO and SSE, and provides functions such as database metadata access, SQL execution, and statistics management.

The ClinicalTrials MCP Server is a bridging service that connects AI assistants with the clinical trial database of ClinicalTrials.gov. It provides functions such as clinical trial search, metadata acquisition, and CSV data management through the MCP protocol, supporting medical research and analysis.

An AI prompt management server connected to the Notion database, supporting multi - prompt library management, search and retrieval, and cross - library operations

An MCP service that provides MySQL database operations, supporting AI models to interact with MySQL databases through a standardized interface, including tools for querying, executing, and table management.