GitNova

GitHub seismograph — discoveries and growing interest

Coverage-Cat/consumer-agent-testing-tool

AI agentsPython
Total stars
12
Today · UTC
+0since 21:12 UTC
Open on GitHub My finds →
More actions

Consumer-agent surrogate testing for MCP servers, apps, browsers and APIs, with service-side outcome checks and sealed evidence

Save to My finds to follow releases and star growth. Saved in this browser.

About the project

CATT is a surrogate testing tool that runs scripted or model-driven agents against MCP servers, MCP apps, websites and HTTP APIs, then checks what the service actually did and inspects the sealed evidence. It is aimed at developers who need to verify how an assistant uses their service.

Useful for
  • Run a scripted agent against an MCP server and check the recorded service outcome
  • Compare agent runs across builds with report, export and diff
  • Scaffold a scenario from a tool catalog or an existing agent run

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

1.3 Quiet Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 23, 2026, 22:07 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

025October 19, 2026October 23, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-23 (UTC), 21:12–22:04: 12 → 12 stars (+0). This is the change over that interval.
  • The repository is 4 days old and already has 12 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Hacker News: “Show HN: CATT 0.2.1: Test agents/services against a Muse/Instinct-alike, in CI” — 8 points, 23 h ago.

Measured growth: the last 7 completed days

The full 7-day window is unavailable; no weekly total or comparison is calculated.

Daily measurements · UTC
October 16, 2026
—
October 17, 2026
—
October 18, 2026
—
October 19, 2026
0
October 20, 2026
4
October 21, 2026
0
October 22, 2026
5

Largest measured day in the last 30 days: 5 · October 22, 2026. Days with data: 4.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 23, 2026, 22:07 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

Share on X Telegram

Numbers

Total stars
12
Today
+0 stars measured 2026-10-23, 21:12–22:04 UTC
Forks
1
Issues and pull requests
20
Watchers
0
Language
Python
License
MIT
Latest release
v0.2.1 · October 22, 2026
Created
October 19, 2026
Last push
October 22, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Hacker News discussions
Spotted in
README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

GitNova: 1.3
[![GitNova](https://gitnova.dev/badge/Coverage-Cat/consumer-agent-testing-tool.svg?lang=en)](https://gitnova.dev/en/r/Coverage-Cat/consumer-agent-testing-tool)