Data & Databases MCP Servers

MCP server for Laravel codebase introspection — routes, models, controllers, migrations, and more

A Model Context Protocol server for fetching and storing documentation in a vector database, enabling semantic search and retrieval to augment LLM capabilities with relevant documentation context.

Model Context Protocol server for Ultipa Cloud and any self-managed Ultipa GQLDB instance. Operate instances, run GQL, manage backups from any MCP client (Claude Desktop, Cursor, etc.).

MCP server for managing CCX database clusters via AI assistants

MCP server for database access through DBeaver connections - native support for PostgreSQL, MySQL, SQLite, SQL Server with DBeaver CLI fallback for other databases

Model Context Protocol (MCP) server with 147 tools for code analysis, AI agents, git operations, multi-agent coordination, and kanban task management

Unified MCP server for Arpe.io data tools — FastBCP, FastTransfer, LakeXpress, MigratorXpress

AI-native SQL client built on Model Context Protocol - Query databases using natural language through any LLM

Kolada (RKA) MCP — Sweden's municipal & regional key-performance-indicator (KPI) database.

Beget hosting MCP server — manage sites, domains, MySQL, FTP, DNS, cron, backups via AI agents

MCP server for querying BoomTax filing data through AI assistants

OwnPG serves PostgreSQL DBA tools to AI clients over the Model Context Protocol, one database and one schema per run

Crystallography Open Database (COD) MCP.

A comprehensive Model Context Protocol server for accessing AlphaFold Protein Structure Database with advanced protein structure prediction tools

Jungle Scout MCP — Amazon sales estimates + product database + keyword data (junglescout.com).…

CFPB MCP — Consumer Financial Protection Bureau complaint database (free, no auth)

Personal AI memory backend - portable, sovereign, protocol-compatible (MCP server with markdown source-of-truth and local vector search).

Oracle Database MCP Server using sqlplus

MCP server for db4.app - enables LLMs to interact with browser-based Postgres databases via Model Context Protocol

AI agent OS for vibe coders — MCP server for Claude, Cursor, Windsurf & Lovable. Security audits, SEO, performance, design tokens, copywriting and 76+ dev tools in one CLI.

Multi-cloud cost management MCP server (Azure + GCP): spending, forecasts, anomalies, budgets, idle resources, tags.

A Model Context Protocol (MCP) server for FastTransfer, enabling efficient data transfer between database systems.

INSPIRE-HEP MCP — high-energy physics literature.

MCP server for legacy MongoDB (3.2+) — connect old MongoDB to Claude Code, Codex, Cursor, and other AI tools via Model Context Protocol