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MCP server · Documentation

Aat

by · github.com/gburgyan/aat

Model your API as a graph once. Get long-chain integration tests, layer × environment matrices, CI-ready runs, and an MCP server for AI coding tools — all from the same YAML.

Unclaimed apiapi-testingci-cdclaude-codeclideveloper-toolse2e-testinggogolangintegration-testingmatrix-testingmcpmcp-servermodel-context-protocolopenapiorchestrationresttest-automationworkflowyaml
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Scored a month ago · breakdown

About Aat

Aat is an MCP server published by gburgyan in the Documentation category: model your API as a graph once. Get long-chain integration tests, layer × environment matrices, CI-ready runs, and an MCP server for AI coding tools — all from the same YAML.

The repository has 1 stars and 0 forks, with the last commit 25 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/gburgyan/aat

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

v0.3.2v0.3.2 · 22 Sep 2026A bug-fix release: a gRPC call that outlives its deadline is now always an error, never a response the step asserts on. The docs also lead with what one description of an API does, and say how AAT differs from tools that script the wiring…
v0.3.1v0.3.1 · 22 Sep 2026A small release with one new primitive: a failure you already understand can stop turning CI red, but only until a date you name. Added `knownIssue`: a failure with a deadline.** A step — or a whole plan — can declare a defect it is…
v0.3.0v0.3.0 · 18 Sep 2026The gRPC release, and the one [aat-qdrant](https://github.com/gburgyan/aat-qdrant) was built on; it needs this version or later. Highlights.** AAT drives gRPC services the way it drives REST ones: a node names a method with `proto:`, a…
v0.2.0v0.2.0 · 16 Sep 2026The public launch release, and the one the three real-API projects ([aat-duffel](https://github.com/gburgyan/aat-duffel), [aat-stripe](https://github.com/gburgyan/aat-stripe), and [aat-shippo](https://github.com/gburgyan/aat-shippo)) were…
v0.1.0v0.1.0 · 16 Sep 2026The first release with release archives, a Homebrew cask, and a Docker image. v0.0.1 through v0.0.4 are retracted, so `go install` and `go get` skip them. Added `aat-sandbox`, a second binary that serves an offline e-commerce demo API…
Questions

About Aat

How do I install Aat?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Aat safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Aat still maintained?

Yes — the latest release is v0.3.2 (22 Sep 2026), and the last commit was 25 days ago. The repository has 1 stars.