aws/agent-toolkit-for-aws
Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS
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Source record
Recorded metrics
daily_stars · 13 stars today
2026-10-25 05:30:30.055Z
GitHub daily Trending window; attention only
Research analysis
Project record
Repository: aws/agent-toolkit-for-aws. Source account: Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS
Observed adoption & comparisons
Stars in source daily window: 13 stars today (Oct 25, 2026 UTC; GitHub daily Trending window; attention only); previous same-scope observation: 11 (Oct 24, 2026 UTC). These observations do not establish demand growth. Recent records to compare: “google/skills” (GitHub Trending, Nov 6, 2026); “mattpocock/skills” (GitHub Trending, Nov 6, 2026). Shared themes are navigation hints; they have not been verified as the same need or independent corroboration.
Adoption decision
Evaluate it against the tool or manual workflow it would replace. The stored record supports discovery; it does not yet establish reliability, lower operating cost or commercial adoption.
Unverified requirements
Not verified: license permissions, required hardware, installation steps, maintenance status and a representative task with its failure cases.
Next test
Choose one real task and a current alternative. Record the commit, environment, input, output, elapsed time and failure behavior; retain the result before recommending adoption.