Agent Toolkit for AWS is a collection of AWS-supported MCP servers, skills, plugins, commands, and hooks that help AI coding agents build, deploy, and manage applications on AWS. It is used by developers working with AWS services through agents such as Claude Code, Codex, Cursor, and Kiro. The catalogue entries are the toolkit's own agent extensions for AWS development and operations.
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.
/plugin marketplace add aws/agent-toolkit-for-awsnpx agentmods add plugins/aws/agent-toolkit-for-aws/aws-data-analyticsgit clone --depth 1 https://github.com/aws/agent-toolkit-for-awsWrote 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.
[](https://agentmods.dev/plugins/aws/agent-toolkit-for-aws/aws-data-analytics)<a href="https://agentmods.dev/plugins/aws/agent-toolkit-for-aws/aws-data-analytics"><img src="https://agentmods.dev/badge/plugins/aws/agent-toolkit-for-aws/aws-data-analytics.svg" alt="Measured on agentmods" height="20"></a>Grade A, and why
aws-data-analytics 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 2d ago.
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.
What it actually says
{
"author": {
"name": "Amazon Web Services"
},
"description": "Data lake, analytics, search, and ETL workflows with S3 Tables, AWS Glue, Athena, Amazon Redshift, and Amazon OpenSearch Service. Covers managed Iceberg tables on S3 Tables, ingestion from JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Amazon Redshift, Snowflake, BigQuery, and DynamoDB, AWS Glue Data Catalog inventory and asset discovery, federated Athena queries, vector storage and semantic search on Amazon S3 Vectors, and Amazon OpenSearch Service and Serverless (migration from Solr/Elasticsearch, provisioning, vector/semantic/hybrid search, log analytics, trace analytics).",
"homepage": "https://github.com/aws/agent-toolkit-for-aws",
"keywords": [
"aws",
"amazon",
"amazon-web-services",
"iam",
"analytics",
"data-lake",
"lakehouse",
"athena",
"glue",
"aws-glue",
"data-catalog",
"s3",
"s3-tables",
"s3-vectors",
"iceberg",
"apache-iceberg",
"etl",
"redshift",
"redshift-serverless",
"data-warehouse",
"snowflake",
"bigquery",
"rds",
"dynamodb",
"jdbc",
"secrets-manager",
"vector-search",
"semantic-search",
"rag",
"embeddings",
"vector-database",
"aurora",
"opensearch",
"opensearch-serverless",
"amazon-opensearch-service",
"elasticsearch",
"solr",
"hybrid-search",
"k-nn",
"log-analytics",
"trace-analytics"
],
"license": "Apache-2.0",
"name": "aws-data-analytics",
"repository": "https://github.com/aws/agent-toolkit-for-aws",
"version": "1.2.0"
}
What it installs
The manifest is a name and a version. 9 skills travel with it, and installing the plugin installs all of them — 1,428 tokens a session between them. Each is measured on its own page, and each can be installed alone.
- Skill exploring-data-catalog A 99 tokens
- Skill ingesting-into-data-lake A 228 tokens
- Skill connecting-to-data-source A 171 tokens
- Skill creating-data-lake-table A 139 tokens
- Skill querying-data-lake A 105 tokens
- Skill storing-and-querying-vectors A 108 tokens
- Skill redshift-guide A 251 tokens
- Skill amazon-opensearch-service A 211 tokens
- Skill finding-data-lake-assets B 116 tokens
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.
- 2d ago First seen · 55 lines scan A 9e1e9a318b82
aws-data-analytics is a plugin published in the GitHub repository aws/agent-toolkit-for-aws (2,539 stars, last pushed yesterday), licensed Apache-2.0. Its token cost is not measured: this kind of file is read by the harness, not the model. 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 2026-09-03.
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