Ext Ops Panel
Open dashboard

postgres-best-practices

Postgres performance optimization and best practices. Use when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.

Plugin bundle · by supabase

About

postgres-best-practices is a plugin bundle for AI coding tools published by supabase. Marketplaces we read that list it: 1 (Community GitHub marketplaces). We first saw it on 2026-11-07 and have recorded no change since. As of our marketplace pass on 2026-11-08.

What it asks for

  • Runs remotely

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a Claude Code plugin

Built from what Community GitHub marketplaces declares.

Claude CodeInside a Claude Code session
/plugin marketplace add supabase/agent-skills
/plugin install postgres-best-practices@supabase-agent-skills

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Community marketplace supabase/agent-skills (Open the source on GitHub) Listed not stated Forks (GitHub): 263
Stars (GitHub): 3 031
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

Listed in one community marketplace
MarketplaceRepositoryStars (GitHub)
supabase-agent-skills supabase/agent-skills 3 031

Which marketplaces we read and how we check them

What the bundle contains

As published on Community GitHub marketplaces.

MCP servers: 1

  • supabase

Skills: 1

  • supabase-postgres-best-practices

What changed

  1. Became a product we track
  2. Community GitHub marketplaces: appeared

Possibly the same plugin

Listings that share a signal with this one but not enough for us to treat them as the same product.

  • Supabasesupabase.com · The same remote endpoint
  • supabasesupabase · The same repository folder under another name
  • SupabaseSupabase · The same remote endpoint
  • supabasesupabase-community · The same remote endpoint

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • database-expert

    SQL optimization, query tuning, and database performance expert

    by DevsForge Community · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • pg

    Comprehensive PostgreSQL documentation and best practices through semantic search and curated skills, including ecosystem tools like TimescaleDB and Tiger Cloud

    by TigerData · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • database-optimizer

    Database query optimization with index recommendations and EXPLAIN analysis

    by rohitg00 · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • database-performance-optimizer

    Use this agent when you need to optimize database performance for B2B applications at enterprise scale. This agent specializes in multi-tenant database optimization, query…

    by Alysson Franklin · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • PostgreSQL performance Tuner MCP Server

    provides AI-powered PostgreSQL performance tuning capabilities.

    by isdaniel · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • sql-query-optimizer

    Advanced SQL query optimization and performance tuning expert

    by DevsForge Community · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • query-expert

    Master SQL and database queries across multiple systems. Generate optimized queries, analyze performance, design indexes, and troubleshoot slow queries for PostgreSQL, MySQL…

    by jamesrochabrun · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • Postgres Skills

    Single plugin with intelligent routing — generic PG always available, Azure skills gated by connection detection

    by Microsoft · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • database-data-management

    Database administration, SQL optimization, and data management tools for PostgreSQL, SQL Server, and general database development best practices.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • pgbot — PostgreSQL diagnostics

    Read-only, deterministic PostgreSQL diagnostics as an agent tool: health, slow queries, unused indexes, bloat, vacuum, config — findings-first, never writes.

    by pgrundev · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • cockroachdb

    Connect Claude Code directly to your CockroachDB clusters for hands-on database work — explore schemas, write optimized SQL, debug queries, and manage distributed database…

    by cockroachdb · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • whodb

    Database management tools for Claude Code. Query databases, explore schemas, analyze data quality, and get optimization recommendations. Supports PostgreSQL, MySQL/MariaDB…

    by clidey · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • clickhouse

    Connect Claude to your ClickHouse Cloud databases. Browse organizations, services, databases, and table schemas. Run read-only SQL queries against your data and get instant…

    by ClickHouse · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • Opinionated Prisma Skills

    Opinionated skill plugin for Prisma ORM on self-hosted PostgreSQL. Enforces consistent decisions across schema design, migration safety, indexing, transactions, and the raw SQL…

    by esot321c · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • alloydb

    Create, connect, and interact with an AlloyDB for PostgreSQL database and data.

    by gemini-cli-extensions · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (3)
  • cockroachdb

    Connect Claude Code directly to your CockroachDB clusters for hands-on database work — explore schemas, write optimized SQL, debug queries, and manage distributed database…

    by cockroachdb · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • clickhouse

    Connect Claude to your ClickHouse Cloud databases. Browse organizations, services, databases, and table schemas. Run read-only SQL queries against your data and get instant…

    by ClickHouse · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • alloydb

    Create, connect, and interact with an AlloyDB for PostgreSQL database and data.

    by gemini-cli-extensions · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • cockroachdb

    Connect Claude Code directly to your CockroachDB clusters for hands-on database work — explore schemas, write optimized SQL, debug queries, and manage distributed database…

    by cockroachdb · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • clickhouse

    Connect Claude to your ClickHouse Cloud databases. Browse organizations, services, databases, and table schemas. Run read-only SQL queries against your data and get instant…

    by ClickHouse · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • prisma

    Prisma MCP integration for Postgres database management, schema migrations, SQL queries, and connection string management. Provision Prisma Postgres databases, run migrations, and…

    by prisma · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • planetscale

    An authenticated hosted MCP server that accesses your PlanetScale organizations, databases, branches, schema, and Insights data. Query against your data, surface slow queries, and…

    by planetscale · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • atlan

    Atlan data catalog plugin for Claude Code. Search, explore, govern, and manage your data assets through natural language. Powered by the Atlan MCP server with semantic search…

    by atlanhq · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes a similar job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Supabase

    Manage Supabase projects directly through ChatGPT. Execute SQL queries on PostgreSQL databases, design and modify table schemas, deploy serverless edge functions, and configure…

    by Supabase · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Data Analytics

    Answer product and business questions with data

    by Data Analytics Maintainers · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    by OpenAI Codex · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes a similar job

  • Datadog (Preview)

    Available for US1 customers only. Analyze, investigate, and act on your Datadog telemetry directly from ChatGPT using natural language. Ask questions about your production…

    by Datadog · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes a similar job

  • Airtable

    Bring operational data and context into the flow of your ChatGPT conversations. You can ask questions, create and update records, and analyze your data—all through conversation…

    by Airtable · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes a similar job

Has a listing on Community GitHub marketplaces (5)
  • database-expert

    SQL optimization, query tuning, and database performance expert

    by DevsForge Community · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • pg

    Comprehensive PostgreSQL documentation and best practices through semantic search and curated skills, including ecosystem tools like TimescaleDB and Tiger Cloud

    by TigerData · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • database-optimizer

    Database query optimization with index recommendations and EXPLAIN analysis

    by rohitg00 · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • database-performance-optimizer

    Use this agent when you need to optimize database performance for B2B applications at enterprise scale. This agent specializes in multi-tenant database optimization, query…

    by Alysson Franklin · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • sql-query-optimizer

    Advanced SQL query optimization and performance tuning expert

    by DevsForge Community · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • database-data-management

    Database administration, SQL optimization, and data management tools for PostgreSQL, SQL Server, and general database development best practices.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • cockroachdb

    Connect GitHub Copilot to your CockroachDB clusters: run and explore SQL through MCP, with DBA/Developer/Operator agents, CockroachDB best-practice skills, and safety hooks that…

    by cockroachdb · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • postgres-skills

    Expert PostgreSQL guidance and live database tools for Postgres anywhere, including local, self-hosted, containers, on-premises, AWS, Google Cloud, Azure Database for PostgreSQL…

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • oracle-to-postgres-migration-expert

    Expert agent for Oracle-to-PostgreSQL application migrations in .NET solutions. Performs code edits, runs commands, and invokes extension tools to migrate .NET/Oracle data access…

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes a similar job

  • datadog

    Use Datadog directly in Copilot / VS Code through a preconfigured Datadog MCP server. Query logs, metrics, traces, dashboards, and more through natural conversation.

    by datadog-labs · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes a related job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • dataverse

    Microsoft Dataverse plugin for coding agents, covering record CRUD, bulk data operations, advanced queries, schema and metadata, administration, security, environment management…

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot, Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • model-apps

    Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • advanced-security

    Advanced Security plugin for GitHub Copilot.

    by github · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • azure-devops-copilot-plugin

    Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (5)
  • Databricks Genie One

    Ask Databricks Genie questions about your workspace's data in plain language.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Google Cloud BigQuery

    Explore datasets and tables and run SQL queries.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • PostHog MCP

    Work with PostHog from chat: query product analytics and run SQL, manage feature flags and experiments, triage error tracking issues, and review session replays, surveys, and…

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Coda

    Search docs, read pages, and update tables.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • pstack

    if you want to go fast, go deep first. pstack helps you write less, but higher quality code. rigorous agent workflows you can parallelize with confidence.

    by Lauren Tan · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • CockroachDB

    Enable AI agents to manage, monitor, and query CockroachDB using natural language. Perform complex database operations, cluster management, and query execution seamlessly through…

    by amineelkouhen · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • schemacrawler-ai io.github.schemacrawler/schemacrawler-ai

    Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast

    by schemacrawler · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • mongodb-mcp-server io.github.mongodb-js/mongodb-mcp-server

    MongoDB Model Context Protocol Server

    by mongodb-js · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • MCP Database Server

    MCP server for SQLite, PostgreSQL, and MySQL with natural language to SQL and direct SQL tooling.

    by Souhar-dya · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • SQLite (Archived)

    Database interaction and business intelligence capabilities.

    by modelcontextprotocol · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • PostgreSQL performance Tuner MCP Server

    provides AI-powered PostgreSQL performance tuning capabilities.

    by isdaniel · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • MCP Database Doctor

    Offline PostgreSQL query, migration and EXPLAIN diagnostics for AI agents.

    by petrovicistefan · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • PostgreSQL Performance (read-only)

    Read-only PostgreSQL performance diagnostics: slow queries, EXPLAIN, index advice, locks, functions

    by gouranshul · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • pgops

    Safe, audited PostgreSQL operations for AI agents: queries, migrations, EXPLAIN, containers

    by arzharch · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • anumana io.github.sinhaKAN-ra/anumana

    Predict query cost, explain the plan, and rewrite it before you run it — 12 DB engines.

    by sinhaKAN-ra · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Has a listing on PyPI (MCP servers) (5)
  • lampion-mcp

    MCP server for Lampion managed PostgreSQL — lets AI agents manage projects, branches, and databases

    by Sylv-Lej · MCP server

    Listed on: PyPI (MCP servers) · Describes nearly the same job

  • mcpg io.github.devopam/mcpg

    Production-grade PostgreSQL MCP server — 279 tools for query, tuning & ops, read-only by default.

    by devopam · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

  • tai42-mcp-dynamic-postgres

    Schema-driven generator for safe, scoped PostgreSQL DML tools in FastMCP agent systems

    by tai42ai · MCP server

    Listed on: PyPI (MCP servers) · Describes nearly the same job

  • Cost Guard MCP

    Pre-flight query cost and result-size guardrails for AI agents on BigQuery, Snowflake, Databricks

    by mcpsmiths · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

  • mcp-server-couchbase io.github.Couchbase-Ecosystem/mcp-server-couchbase

    Couchbase Model Context Protocol Server to interact with Couchbase clusters

    by Couchbase-Ecosystem · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog, PyPI (MCP servers) · Describes nearly the same job

Has a listing on npm registry (MCP servers) (5)
  • queryio

    PostgreSQL MCP server for AI coding agents. Inspect a row and its foreign-key relationships with inspect_row, then investigate with bounded, read-oriented SQL.

    by aradhyas8 · MCP server

    Listed on: npm registry (MCP servers) · Describes nearly the same job

  • Grain SQL

    Run SQL queries and inspect database schemas through safe, visible MCP tools.

    by pattrnlabs · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • PostgreSQL MCP Server

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

    by YawLabs · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • @henkey/postgres-mcp-server

    A Model Context Protocol (MCP) server that provides comprehensive PostgreSQL database management capabilities for AI assistants

    by @henkey · MCP server

    Listed on: npm registry (MCP servers) · Describes nearly the same job

  • rls-doctor io.github.subhajitlucky/rls-doctor

    Read-only Postgres/Supabase RLS audit with a rolled-back probe that proves who can read which rows.

    by subhajitlucky · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Want this mark on your plugin in our catalog?

Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works

You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built