alphavantage/alpha_vantage_mcp

0

/ 100

Documentation81
Engineering51
Health86
Python177MITtoday
Grade a repo

Popular for its size, but the engineering basics lag behind the interest.

Alpha Vantage MCP Server

Documentation

81

Contributing guide5pt0

No CONTRIBUTING.md found (−47 pts base + up to −53 pts more for content).

→ Add a CONTRIBUTING.md telling newcomers how to get involved. Include setup, code style, test, and PR instructions.

README12pt90

README is present.

Install and run instructions9pt100

README documents how to install the project.

License6pt100

Licensed under MIT.

Engineering

51

Linting and formatting5pt0

No linter or formatter configured.

→ Add [tool.ruff] to pyproject.toml. Ruff handles linting and formatting in one tool and replaces flake8, isort, and black.

Issue and PR templates6pt0

No issue or PR templates found (−100 pts).

→ Add .github/ISSUE_TEMPLATE/ with bug_report.md and feature_request.md to guide contributors. It dramatically improves issue quality.

CI/CD14pt40

CI is configured (.github/workflows/deploy-web.yml).

Tests18pt80

Test files detected (mcp/tests).

Reproducibility6pt80

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

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

  • 19 / 58
    Commits (30d / 90d)
  • 42
    Forks
  • 0
    Releases

Community

  • 50% - Fair
    Community health
  • —
    authors own >50% of commits
  • 177
    Watchers

Responsiveness

  • 11h
    Median issue response
  • 6h
    Median PR merge time
  • 1
    Open issues
Repository files20 root entries
  • .github
    Good: CI is configured (.github/workflows/deploy-web.yml).
  • analytics
  • api
  • cli
  • examples
  • mcp
    Good: Test files detected (mcp/tests).
  • scripts
  • skills
  • web
  • .env.example
  • .gitignore
    Good: .gitignore present.
  • .python-version
    Good: Environment pinned via .python-version.
  • CHANGELOG.md
  • CLAUDE.md
  • 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.
    Issue: No status badges in the README (−10 pts).Fix: Add CI/build status badges from shields.io or your CI provider to signal project health.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • samconfig.toml
  • template.yaml
  • uv.lock
    Good: Lockfile present (uv.lock). Installs are reproducible.