Databases

MCP Server for Apache IoTDB database and its tools

MCP (Model Context Protocol) Server. Enables secure SQL operations on PostgreSQL databases through a validated API that supports connection management, data operations, and schema manipulation.

A robust MCP server that bridges AI assistants to Android devices via ADB, enabling full device management including shell command execution, app control, and file transfers.

Enables AI agents to interact with Milvus vector databases and Zilliz Cloud, allowing for natural language cluster management, collection administration, and semantic search operations.

MCP (Model Context Protocol) Server. Locally indexes codebases using ChromaDB to enable semantic code search without sending code to external services, featuring real-time updates through file system watchers and configurable ignore patterns.

A comprehensive collection of MCP servers for Huawei Cloud services, enabling AI agents to manage cloud resources like ECS, OBS, and VPC through standardized tools.

This MCP server enables AI agents to interact with Databricks Unity Catalog to explore data structures, analyze end-to-end lineage, and execute SQL queries. It optimizes metadata for LLM consumption, allowing agents to autonomously discover tables and understand business logic across notebooks and jobs.

AI-Powered Cloud databases: Build, migrate, and deploy database instances with AI

A robust task management MCP server that implements a kanban system with SQLite storage and WIP limits to help AI agents maintain state across multiple sessions.

A powerful MCP server providing deep integration with the PubChem chemical database, enabling molecular property retrieval, structure similarity analysis, bioassay data searching, and safety assessment.

MCP (Model Context Protocol) Server. Provides a Spring-based server for managing person and account data through lightweight H2 database querying with flexible retrieval capabilities by ID, nationality, and associated accounts.

A comprehensive MCP server providing programmatic access to the AlphaFold Protein Structure Database, enabling protein retrieval, confidence analysis, batch processing, and visualization exports.

MCP (Model Context Protocol) Server. Streamlines PRD creation and validation with TypeScript-based templates stored in SQLite, enabling product teams to generate consistent, high-quality documentation directly within conversations.

A specialized MCP server that provides seamless SAP HANA database integration, allowing AI agents to perform schema exploration, SQL query execution, and data analysis using natural language.

A robust MCP server that bridges LLMs with GDB, providing comprehensive tools for binary analysis, memory examination, and program execution control.

A lightweight, offline IP Whois and geolocation tool that provides cybersecurity-focused lookups and keyword-based IP asset discovery using a local SQLite database.

A specialized MCP server for Unity development that enables AI agents to trigger compilation and run tests directly within the Unity Editor. It facilitates automated edit-compile-debug cycles by providing real-time feedback and detailed error reporting.

A comprehensive knowledge management MCP server integrating Elasticsearch for document indexing and search, featuring document validation and sandboxed file operations.

MCP (Model Context Protocol) Server. Fireproof database integration for a flexible JSON document store with CRUD operations.

The IBM i MCP Server provides secure, SQL-based access to Db2 for i databases, enabling AI agents to monitor performance, manage jobs, and execute administrative tasks via YAML-defined SQL tools.

A unified Python SDK and MCP server for TiDB that enables vector, full-text, and hybrid search alongside traditional SQL operations and transaction management.

MCP (Model Context Protocol) Server. Connects to MySQL databases to enable querying, analyzing, and manipulating data directly within conversation interfaces through a containerized Python server.

SuperMCP is a multi-tenant platform for managing isolated MCP servers that bridge AI assistants with PostgreSQL and MSSQL databases using a single connector architecture.

Run queries against InfluxDB OSS API v2.

Redis database operations and caching microservice server with support for key-value operations, expiration management, and pattern-based key listing.

MCP (Model Context Protocol) Server. Integrates with MySQL databases to enable secure query execution, schema management, and CRUD operations for structured data access and manipulation

A robust MCP server for SiYuan Note providing 100% coverage of official APIs for notebook management, document editing, SQL-based searching, and file operations. It enables AI agents to create, organize, and query notes recursively using a block-based structure.

A TypeScript-based MCP server that allows AI models to control Android devices via ADB, enabling device management, app installation, file transfers, and UI inspection.

BoxLite-MCP provides isolated Ubuntu virtual machine environments for AI agents to safely execute code, browse the web, and interact with a full graphical desktop using hardware-level isolation.

MCP (Model Context Protocol) Server. Provides a bridge to Ramp's Developer API, enabling financial data analysis through an ephemeral SQLite database that loads corporate transactions, vendors, users, and spend programs for SQL-based business intelligence tasks.