# aws/agent-toolkit-for-aws

> Official AWS-supported set of MCP servers, skills, and plugins that give AI coding agents the tools and knowledge to work with AWS services. Supports Claude Code, Codex, Cursor, Kiro, and fx.

- Magnitude: 1.6 out of 10 — Steady
- Stars: 2,758 total · +1 star today, ≈ 3 by evening
- Star trust: star growth looks organic
- Category: AI agents · Language: Python · License: Apache-2.0 · Created: 2026-04-23 · Last push: 2026-09-30
- GitHub: https://github.com/aws/agent-toolkit-for-aws · Page: https://gitnova.dev/en/r/aws/agent-toolkit-for-aws

## Useful for

- Install the aws-core plugin in Claude Code for CDK, serverless, and deployment work
- Connect the AWS MCP Server in Kiro for AWS API access and documentation search
- Install skills via npx skills add to give the agent AWS task guidance

## Why it’s here

- 1 star so far today, about 3 expected by the end of the day.
- GitHub Trending Python today: #12, +10 stars.
- Recent forks include notable developers: @Dev-next-gen (913 followers).

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 336
- Issues and pull requests: 376
- Watchers: 24
- Average over the last week: 8 per day
- Usual pace: 10 per day
- Stars in the last hour (measured): 0

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-01 … 2026-09-30: 10, 7, 18, 7, 7, 10, 9, 7, 7, 13, 10, 5, 8, 10, 19, 15, 13, 12, 5, 9, 7, 6, 14, 11, 5, 5, 9, 7, 13, 1

## Spotted in now

- GitHub Trending Python today: #12, +10 stars

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   A safe, private runtime for autonomous AI agents: isolated sandbox containers governed by declarative YAML policies restricting filesystem, network, and process access. Manages credential injection for agents like Claude, Codex, OpenCode,…
   Full card: https://gitnova.dev/en/r/NVIDIA/OpenShell.md
2. **feder-cr/dots** — 8.2 · Early signal · AI agents · Python · +935 stars today, ≈ 1,374 by evening
   Open-source web AI agent with its own patched Firefox browser that avoids detection and blocking. The model is swappable via OpenRouter, while the browser keeps a consistent identity and persistent sessions.
   Full card: https://gitnova.dev/en/r/feder-cr/dots.md
3. **paperclipai/paperclip** — 7.3 · Peaking · AI agents · TypeScript · +323 stars today, ≈ 662 by evening
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   Full card: https://gitnova.dev/en/r/paperclipai/paperclip.md
4. **yetone/magpie** — 7.2 · Breakout · AI agents · Go · +403 stars today, ≈ 784 by evening
   A menu-bar utility for macOS/Linux/Windows that lets you pick the model for each AI agent (Codex, Claude Code, Gemini CLI, etc.) and runs a local gateway translating OpenAI and Anthropic APIs between agents and providers.
   Full card: https://gitnova.dev/en/r/yetone/magpie.md
5. **rehan-remade/universal-modder** — 7.1 · Early signal · AI agents · Python · +349 stars today, ≈ 486 by evening
   A set of skills, tools and the fal MCP for Claude Code that lets it mod almost any PC game: engine recon, reverse engineering, asset generation, in-game testing and showcase video recording.
   Full card: https://gitnova.dev/en/r/rehan-remade/universal-modder.md

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Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-30 14:35 UTC, updated every 30 minutes.