{"data":{"slug":"agent-toolkit-for-aws","name":"Agent Toolkit for AWS","tagline":"Apache-2.0 Agents/MCP toolkit — plugins, skills, AWS CLI MCP proxy","category":"agents","categoryName":"AI Agents","url":"https://github.com/aws/agent-toolkit-for-aws","github":"https://github.com/aws/agent-toolkit-for-aws","pricing":"open-source","hook":"Agent Toolkit for AWS is AWS’s open Agents/MCP toolkit — plugins and `npx skills` plus `uvx mcp-proxy-for-aws-cli` so agents can drive AWS the way operators already do from the CLI.","whatsGood":"Apache-2.0 (aws/agent-toolkit-for-aws). NOTICE is Apache attribution only — not a proprietary wall. Surfaces: plugins / `npx skills` and `uvx mcp-proxy-for-aws-cli`. Live API calls need an AWS account (credentials/spend), which is not a license paywall for the toolkit itself.","theCatch":"★2767 in about 24 weeks (~115 a week): judge it on the MCP/skills substance, not the star count. Vs GitHub MCP / Cloudflare Agents MCP / Composio: those are GitHub-native MCP, CF Workers agent/MCP surfaces, or freemium multi-app toolkits — this catch is AWS-first Agents/MCP + CLI proxy from the aws org. Empty AWS creds = no live APIs; treat account/IAM as the real gate, not the Apache license.","verdict":"Apache AWS Agents/MCP when agents must speak AWS CLI/skills — not GitHub/CF/Composio MCP; treat the star spike with caution; bring IAM deliberately.","addedAt":"2026-10-01","featured":false,"domain":"AI Agents","subSpecialty":"MCP","subcategory":"MCP","tags":["mcp","cli","self-host","permissive","skills","active","young-repo"],"capabilities":["mcp","aws","skills"],"surfaces":["MCP","CLI","Self-host"],"ecosystem":["Multi-platform"],"licenseModel":"Apache-2.0","githubStars":2907,"starsPerWeek":113,"access":"free","archived":false,"repo":{"createdAt":"2026-04-23","pushedAt":"2026-10-16","license":"Apache-2.0","archived":false,"checkedAt":"2026-10-19"}},"related":[{"slug":"claude-code","name":"Claude Code","tagline":"Terminal-first coding agent with deep repository context"},{"slug":"cursor","name":"Cursor","tagline":"The AI-first code editor that understands your codebase"},{"slug":"devin","name":"Devin","tagline":"Autonomous AI engineer for defined engineering tasks"},{"slug":"stagehand","name":"Stagehand","tagline":"AI-native browser automation that mixes code and natural language"},{"slug":"browser-use","name":"Browser Use","tagline":"Open-source framework for LLM-driven browser agents"}],"links":{"self":"/api/gems/agent-toolkit-for-aws","html":"/gems/agent-toolkit-for-aws","markdown":"/gems/agent-toolkit-for-aws.md","category":"/api/gems?category=agents","categoryPage":"/stacks/agents"}}