redshift-guide

redshift-guide is a skill for Claude Code, Codex from awslabs/mcp. It costs 258 tokens per session (3,906 once invoked), scanned A, original, Apache-2.0.

A reference guide for Amazon Redshift, a cloud data warehouse that resembles PostgreSQL but behaves differently in important ways. It covers Redshift SQL, system information, connections, storage, query speed, and operations.

In plain words
What is it for?
Use it when writing or checking Redshift SQL, inspecting schemas and tables, connecting to a cluster, reviewing a cluster, or investigating query performance.
Why use it?
It prevents answers based on PostgreSQL assumptions that are wrong in Redshift, such as using indexes, sequences, or unsupported system tables and functions.

Skill for Claude CodeCodex ✓ vendor

Written for no agent in particular: nothing here depends on one.

Good fit Use it when writing or checking Redshift SQL, inspecting schemas and tables, connecting to a cluster, reviewing a cluster, or investigating query performance.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/awslabs/mcp/redshift-guide
About the project

AWS MCP Servers is a collection of Model Context Protocol servers that let AI agents access AWS documentation and services through standardized tools. It is for developers building coding agents or other software that works with AWS. The catalogue includes MCP servers and related add-ons for using AWS through agents.

awslabs/mcp · 9,889 stars · on GitHub · awslabs.github.io

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add awslabs/mcp --skill redshift-guide
Clone the repo
git clone --depth 1 https://github.com/awslabs/mcp

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for redshift-guide

README.md
[![agentmods](https://agentmods.dev/badge/skills/awslabs/mcp/redshift-guide/github.svg)](https://agentmods.dev/skills/awslabs/mcp/redshift-guide)
Your own site
<a href="https://agentmods.dev/skills/awslabs/mcp/redshift-guide"><img src="https://agentmods.dev/badge/skills/awslabs/mcp/redshift-guide/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for redshift-guide

Your own site · 80×15
<a href="https://agentmods.dev/skills/awslabs/mcp/redshift-guide"><img src="https://agentmods.dev/badge/skills/awslabs/mcp/redshift-guide.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 258 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,906 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00258 $0.03906
Opus 5.5 $0.00103 $0.01562
Sonnet 5.5 $0.00052 $0.00781
Haiku 4.5 $0.00026 $0.00391

Measured today against content hash f519cfbf2c33, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

redshift-guide scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

src/redshift-mcp-server/awslabs/redshift_mcp_server/skills/redshift-guide/SKILL.md · 137 lines

How it starts

The opening of the file, as written. The whole thing — 137 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Amazon Redshift Guide

Redshift is NOT PostgreSQL (read first)

Redshift speaks PostgreSQL's wire protocol and shares much of its surface syntax, so LLMs assume PostgreSQL behavior carries over — it frequently does not. Divergences span system tables (pg_catalog is incomplete), DDL (no indexes, no sequences), functions (string_agg, SUBSTR on tables, leader-node-only functions), types (a text column becomes VARCHAR(256)), and comparison semantics (trailing blanks, unenforced constraints). Assume divergence and verify against the reference below — do not answer from PostgreSQL habit. Common PostgreSQL→Redshift divergences are in references/redshift-sql-syntax.md.

This guide ships with this server. Run the SQL it recommends, SHOW commands and system views included, through execute_query, one statement per call. The list_* tools discover clusters, databases, schemas, tables and columns, and review_cluster runs a cluster review. To load a reference this guide cites, call retrieve_skill_file with the path exactly as cited. This server runs no AWS CLI command: give the user the ones this guide shows, or run them with another tool you have. The database user this server connects as sees only its own rows (the queries it generated) in the system views, with no error, unless it is a superuser or has sys:monitor or SYSLOG ACCESS UNRESTRICTED; some views refuse it with permission denied instead → references/redshift-auth-authorization.md.

STEP 0: Serverless or Provisioned?

Establish this before answering — APIs, system tables, and capabilities differ. Take it from the question when it says which one, else from the type of the target's list_clusters entry; ask only when neither settles it. SELECT version() does not identify it.

  • Serverless — identified by a workgroup (and namespace). Data API calls take --workgroup-name; the user says "workgroup"/"Serverless".
  • Provisioned — identified by a cluster. Data API calls take --cluster-identifier; the user says "cluster".

Read the full file on GitHub · 137 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. today First seen · 137 lines · 258 tokens per session scan A f519cfbf2c33

Subscribe to this mod's changes

redshift-guide is a skill published in the GitHub repository awslabs/mcp (9,889 stars, last pushed today), licensed Apache-2.0. It adds 258 tokens to every session and 3,906 once invoked, about $0.0010 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-11-07.

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