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.
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.
npx agentmods add skills/awslabs/mcp/dsql-skillnpx skills add awslabs/mcp --skill dsql-skillgit clone --depth 1 https://github.com/awslabs/mcpWrote 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/skills/awslabs/mcp/dsql-skill)<a href="https://agentmods.dev/skills/awslabs/mcp/dsql-skill"><img src="https://agentmods.dev/badge/skills/awslabs/mcp/dsql-skill.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00043 | $0.00321 |
| Opus 5 | $0.00022 | $0.00161 |
| Sonnet 5 | $0.00009 | $0.00064 |
| Haiku 4.5 | $0.00004 | $0.00032 |
Grade A, and why
dsql 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 3d 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.
This is a copy
100% identical to amazon aurora dsql — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
Aurora DSQL Skill Moved
This standalone skill is deprecated. The canonical DSQL skill is now:
plugins/databases-on-aws/skills/dsql/SKILL.md in
awslabs/agent-plugins.
Redirect
- Check whether the canonical
dsqlskill is already available. - If it is available, read and follow its
SKILL.md, then read only the references that canonical skill routes to. - Do not combine canonical guidance with content from this deprecated standalone skill.
- If the canonical skill is unavailable, explain that the DSQL skill moved
to
awslabs/agent-plugins. - Get explicit user approval before installing anything or changing user configuration.
Repository-reading tools may read the canonical skill to provide advisory guidance. Reading its repository does not install the plugin, hooks, scripts, or MCP servers.
For Claude Code, the verified installation commands are:
/plugin marketplace add awslabs/agent-plugins
/plugin install databases-on-aws@agent-plugins-for-aws
For Codex and Cursor, use the current canonical installation instructions.
What ships with it
59 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- mcp/.mcp.json 338 B
- mcp/mcp-setup.md 4.1 KB
- mcp/mcp-tools.md 2.0 KB
- mcp/platforms/claude-code.md 3.7 KB
- mcp/platforms/codex.md 1.6 KB
- mcp/platforms/gemini.md 2.1 KB
- mcp/platforms/kiro.md 2.8 KB
- mcp/tools/database-tools.md 4.6 KB
- mcp/tools/documentation-tools.md 1.3 KB
- mcp/tools/input-validation.md 3.3 KB
- mcp/tools/safe_query.py 10 KB runs code
- mcp/tools/workflow-patterns.md 2.6 KB
- references/access-control.md 5.0 KB
- references/auth/authentication-guide.md 4.4 KB
- references/auth/connectivity-tools.md 6.1 KB
- references/auth/scaling-guide.md 3.9 KB
- references/data-loading.md 6.0 KB
- references/ddl-migrations/batched-migration.md 2.5 KB
- references/ddl-migrations/column-operations.md 5.0 KB
- references/ddl-migrations/constraint-operations.md 5.7 KB
- references/ddl-migrations/overview.md 7.2 KB
- references/development-guide.md 7.4 KB
- references/dsql-examples.md 1.5 KB
- references/dsql-lint.md 9.5 KB
- references/examples/connection.md 2.5 KB
- references/examples/data-operations.md 3.0 KB
- references/examples/migrations.md 1.6 KB
- references/examples/patterns.md 5.6 KB
- references/examples/schema.md 1.6 KB
- references/language.md 8.7 KB
- references/mysql-migrations/ddl-auto-increment.md 3.9 KB
- references/mysql-migrations/ddl-batching.md 1.0 KB
- references/mysql-migrations/ddl-column-changes.md 1.1 KB
- references/mysql-migrations/ddl-constraints.md 2.6 KB
- references/mysql-migrations/ddl-operations.md 2.9 KB
- references/mysql-migrations/ddl-structural.md 3.7 KB
- references/mysql-migrations/ddl-type-alternatives.md 3.9 KB
- references/mysql-migrations/full-example.md 7.2 KB
- references/mysql-migrations/type-mapping.md 13 KB
- references/occ-retry-patterns.md 5.7 KB
- references/onboarding.md 13 KB
- references/orm-guides/overview.md 4.4 KB
- references/pg-migrations/fk-replacement.md 2.9 KB
- references/pg-migrations/index-conversion.md 10 KB
- references/pg-migrations/multi-region.md 2.9 KB
- references/pg-migrations/schema-objects.md 13 KB
- references/pg-migrations/type-mapping.md 4.8 KB
- references/query-plan/catalog-queries.md 4.3 KB
- references/query-plan/guc-experiments.md 7.5 KB
- references/query-plan/plan-interpretation.md 7.8 KB
- references/query-plan/report-format.md 11 KB
- references/troubleshooting.md 4.2 KB
- scripts/cluster-info.sh 2.0 KB runs code
- scripts/create-cluster.sh 4.0 KB runs code
- scripts/delete-cluster.sh 2.3 KB runs code
- scripts/list-clusters.sh 1.6 KB runs code
- scripts/loader.sh 12 KB runs code
- scripts/psql-connect.sh 5.2 KB runs code
- scripts/README.md 5.3 KB
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.
- 3d ago Changed · -304 lines · -153 tokens per session 26c45696df34
- 6d ago First seen · 342 lines · 196 tokens per session scan A 6bdc4d21206d
dsql is a skill published in the GitHub repository awslabs/mcp (9,661 stars, last pushed today), licensed Apache-2.0. It adds 43 tokens to every session and 321 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to amazon aurora dsql, differing in 2 lines, and is treated as a copy.
Other skills, from other repositories
release-checklist
Pre-release safety audit for the Bifrost repo. Scans database migrations changed in a release for high-scale deadlock / lock-contention risks and for work that blocks application boot time, then produces a pass/warn/fail report with a concrete remediation plan. Invoked with /release-checklist [git-ref-range]. Built to…
odoo-mcp-efficient-queries
Paginate, scope fields, and count-before-fetch when working with Odoo models that hold lots of data (mail.message, stock.move.line, account.move.line, sale.order.line, ir.attachment, res.partner across multi-company). Use when building a report, syncing data, iterating through all records of a model, or when a query…
odoo-mcp-relationships
Read and write relational fields in Odoo — many2one (single link), one2many (list of child records), many2many (tag-style set). Use when creating a sale.order with order lines, tagging a partner with multiple categories, adding/removing followers, replacing a set of attributes, or when writes to relational fields fail…
investigate-issue
Investigate a GitHub issue by fetching details, analyzing the codebase, researching documentation, and presenting an actionable implementation plan with test guidance. Use when asked to investigate, analyze, triage, or plan work for a GitHub issue. Invoked with /investigate-issue or /investigate-issue (prompts for ID).
resolve-pr-comments-stack
Resolve unresolved PR review comments across an entire Graphite (gt) stack of many PRs, bottom-up, in one working directory. Use when asked to "go through this stack and resolve comments", "clean up review comments across the whole stack", or given a list/range of PR numbers that form (or partially form) a gt stack.…
split-commit-into-stack
Split one oversized commit or branch into a stack of independently reviewable Graphite (gt) PRs - deciding what genuinely separates, what is atomic and must stay whole, and proving each lower PR builds and passes without the ones above it. Use when asked to "split this PR", "this commit is too big", "break this into a…