“Postgres”

PostgreSQL database patterns for query optimization, schema design, indexing, and security.

Design, review, or optimize PostgreSQL schemas, queries, indexes, transactions, migrations, connections, and row-level security.

Rules and inspection patterns for auditing PostgreSQL schemas, foreign keys, table volumes, and index definitions before changes.

Use for Supabase, Postgres, SQL, migrations, indexes, RLS, query plans, pooling, schema design or concurrency.

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

Push rows from a dataset, file or Google Sheet into a Postgres, Supabase, Neon or MySQL table.

Quick reference for PostgreSQL best practices.

（中文）Postgres performance optimization and best practices from Supabase.

Workflow for initializing and verifying the robust DML auditing schema in PostgreSQL databases.

Guidelines for detecting dangerous DDL patterns, lock escalation risks, table rewrites, and unsafe backfills in PostgreSQL.

Store embeddings beside application data in Postgres, create vector indexes, and query nearest neighbors for semantic search, RAG, recommendations, or agent…

Use when writing database access code, creating schemas, or managing transactions with PostgreSQL - enforces transaction safety with TX_ naming, read-write…

Scout your PostgreSQL databases with AI - safety features, monitoring, and data quality

RabbitMQ Elasticsearch Postgres Stack Generator Elasticsearch Elasticsearch MCP server by getvda.ai

MCP server for read-only PostgreSQL database queries in Claude Desktop

Comprehensive PostgreSQL-specific table design reference covering data types, indexing, constraints, performance patterns, and advanced features

Expert PostgreSQL schema designer — table design, data types, constraints, indexes, foreign keys, normalization, migrations, and Rails ActiveRecord integration.

DMSQL - Database Manager & SQL Client (MySQL, Postgres, Oracle, Dameng & more)

dmsql

All-in-one database manager & SQL client for MySQL, Postgres, SQLite, DuckDB, Redis, Oracle, SQL Server, ClickHouse, Doris, Dameng.

RabbitMQ Elasticsearch Postgres Stack Generator Mongo MCP server by getvda.ai

Perform fast keyword fact lookup in L2 working memory (Postgres tsvector).

The data control plane for AI agents — acquire, validate, land, and query data.

Explore and query PostgreSQL read-only: catalogue search, schema introspection and bounded queries.

PostgreSQL MCP server - query, schema introspection, explain, and health checks for AI assistants

Overview of Neon, a complete set of cloud backend primitives around Lakebase Postgres: Auth, Object Storage, Functions, the AI Gateway, and Realtime.