Best database MCP servers for Claude Desktop

Analyze T-SQL scripts for design, naming, and performance issues and prevent bad practices.

Koi-pond MCP server — varieties database (Gosanke + secondary), pond stocking calc, koi-specific

Similarity search, hybrid search, and index management for pgvector-backed PostgreSQL tables

Run governed SQL queries and inspect database schemas from MCP agents.

Safe-write Postgres MCP server with preview-before-execute writes and rollback safety.

Zero-config SQL flight recorder for slow Python/SQLAlchemy jobs: exact call site, count, and fix.

Local-first agent memory over SQLite: remember, recall, link, forget. Degrades, never fails.

Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.

A local memory engine. You own the SQLite file. Not Mem0's hosted OpenMemory MCP.

Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.

Query pre-computed SQL engine benchmarks. Runs standalone, no server setup required.

Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1

Epoch AI — AI models database

Comprehensive PostgreSQL documentation and best practices, including ecosystem tools

Cross-session memory for AI coding agents via six tools; local-first SQLite store.

Identity-scoped schema selection for text-to-SQL. Returns only the tables the caller may read.

48Trust score 48 of 100, Fair

Labour market data from the ILO (ILOSTAT) by country, year, sex and age, with provenance.

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis…

SAP HANA MCP server — Model Context Protocol server for SAP HANA and HANA Cloud. Use with Claude Code, VS Code, and other AI agents.

MCP server for PostgreSQL: local, Docker, RDS, Neon, Supabase, or behind an SSH bastion.

Governed local memory for AI agents: facts are retired, not overwritten, and every call is audited.

RabbitMQ + Elasticsearch + Postgres Stack Generator (Mongo)

Xata MCP server lets AI agents interact with your Xata projects, and Postgres database branches.

Multi-tenant database orchestration: isolated Postgres, MySQL, MongoDB, Redis tenants on demand.