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Agents tracked: 440 Downloads (7d): 202M down 19.5% GitHub stars: 10.4M Releases (7d): 607 Agent status: all upSince last limit reset: Claude 28d · Codex 0d Updated Oct 21, 2026

Moto

Mocks AWS services in Python tests.

Testing PyPI Apache-2.0

Used in agent projects
3
0.2% of 1,622 Python repos built with AI coding agents
Gid Score
54 /100
#1143 of 3,794 tools, #30 in testing · ranking
In the catalog because
Public numbers
downloads and GitHub stars, added Oct 13, 2026; too rare in our project count to rank by use
Downloads
10.7M
PyPI, last 7 days, moto
GitHub stars
8,713
2,284 forks · last push Oct 19, 2026

How Moto is used

Moto joined the catalog on its public numbers (10,696,448 downloads a week on PyPI and 8,713 GitHub stars), not on our project count: it is a dependency in 9 public GitHub projects of our scan, 3 of them set up for AI coding agents. Projects that use it most often also use Boto3 (100.0%), pytest (100.0%), Requests (100.0%).

Moto popularity over time

Top tools by Gid Score

Moto: downloads per weekPyPI, moto 10,437,327
Moto: GitHub starsgetmoto/moto 8,713

Gid Score 54: downloads 86, use in agent projects 16, GitHub stars 48, downloads trend 57 (each 0-100). How it is calculated.

Often used with Moto

Boto3100.0% of Moto projects · 103.5× more than average
pytest100.0% of Moto projects · 24.3× more than average
Requests100.0% of Moto projects · 14.7× more than average
Pydantic66.7% of Moto projects · 7.7× more than average
botocore55.6% of Moto projects · 164.2× more than average
Jinja255.6% of Moto projects · 25.5× more than average
NumPy55.6% of Moto projects · 9.5× more than average
PyYAML55.6% of Moto projects · 9.3× more than average

How Moto is funded

Most funded tools

Open Collective: Moto

Received, last 12 months$4,794 Oct 2025 – Sep 2026
Estimated annual budget$5,270 Open Collective's estimate
Balance$7,289
Raised since the start$9,132 · $1,841 paid out
Typical month median, last 12 months$24 · $24 over 24 months
Last 12 months vs the 12 before+674%
Contributors, last 12 months2

Top company backers all time

THANKS.DEV$746 since Oct 2023

Apr 2023Sep 2026

Money by month. First money received in Apr 2023. The typical month is the median: one big one-off donation does not move it.

USD after payment processor fees, as Open Collective reports it; fiscal host Open Source Collective. Source

GitHub Sponsors

@getmoto0 current sponsors

GitHub shows how many people and companies sponsor an account, not how much they pay.

Ways to fund Moto

GitHub Sponsors Open Collective

As the maintainers list them in FUNDING.yml on GitHub. Checked Oct 20, 2026.

Install

Packagepip install moto
Main stacksPython (9)
Example projectsOpen-TutorAi/open-tutor-ai-CE, Element84/e84-geoai-common

Alternatives to Moto

All testing

In our scan, none of the most used tools in Testing does the same job as Moto: they are add-ons, companions or tools for a different task.

More in Testing: Vitest Playwright (JavaScript) Testing Library jsdom Jest pytest Happy DOM axe-core Playwright

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