95

/ 100

GradeA

A top-tier open source project. Docs, tests, and CI are all in excellent shape.

Top 6% of 5,156 graded repos

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

Outstanding. A score of 95/100 puts this repo in a very small tier of truly well-engineered projects.

Top fixes

Highest-impact changes first, ranked by point weight

9 to address
  1. 1
    Reproducibility6pt

    Add additional package-ecosystem entries (especially github-actions) to keep all dependencies current.

  2. 2
    Dependency manifest6pt

    Add a [project] table with name, version, and description so the package can be published and understood.

  3. 3
    Dependency manifest6pt

    Add `description = "..."` under [project]. It shows on PyPI and in tooling.

  4. 4
    Dependency manifest6pt

    Add `requires-python = ">=3.x"` under [project] so pip refuses installs on incompatible versions.

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

96

Contributing guide5pt72

CONTRIBUTING guide found.

README12pt100

README is present.

Install and run instructions9pt100

README documents how to install the project.

License6pt100

Licensed under MIT.

Engineering

99

Reproducibility6pt92

Lockfile present (uv.lock). Installs are reproducible.

Tests18pt100

Test files detected (conftest.py).

CI/CD14pt100

CI is configured (.github/workflows/build-uv-cache.yml).

Linting and formatting5pt100

Linter or formatter configured (.editorconfig).

Issue and PR templates6pt100

Issue or PR templates present.

Project health

86

Dependency manifest6pt55

Dependency manifest found (pyproject.toml).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • 130 / 431
    Commits (30d / 90d)
  • 7,703
    Forks
  • 212
    Releaseslatest 2y ago

Community

  • 62% - Fair
    Community health
  • 3 bus factor
    authors own >50% of commits
  • 54,917
    Watchers

Responsiveness

  • 4h
    Median issue response
  • 3h
    Median PR merge time
  • 613
    Open issues
Repository files15 root entries
  • .github
    Good: CONTRIBUTING guide found.
    Issue: CONTRIBUTING guide contents could not be read (−28 pts vs a readable file).Fix: Move the file to the repo root or docs/CONTRIBUTING.md so its setup, style, test, and PR sections can be graded.
    Good: CI is configured (.github/workflows/build-uv-cache.yml).
    Good: Dependabot configured for uv.
    Good: Issue or PR templates present.
    Good: Security policy present.
  • docs
  • lib
  • scripts
  • .editorconfig
    Good: Linter or formatter configured (.editorconfig).
  • .env.test
  • .gitignore
    Good: .gitignore present.
  • .pre-commit-config.yaml
  • .python-version
    Good: Environment pinned via .python-version.
  • AGENTS.md
  • conftest.py
    Good: Test files detected (conftest.py).
  • LICENSE
    Good: Licensed under MIT.
  • pyproject.toml
    Good: Dependency manifest found (pyproject.toml).
  • README.md
    Good: README is present.
    Good: README is well structured with multiple sections.
    Good: README includes screenshots or visuals. Great for first impressions.
    Good: README has code examples.
    Good: README links to a live demo or deployed app.
    Good: README includes status badges.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • uv.lock
    Good: Lockfile present (uv.lock). Installs are reproducible.
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