MCPInstall

github-traffic

Fetch, store, and visualize GitHub repository traffic data (views, clones, referrers, stars) with trend charts. Requires repo push access.

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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/zc277584121/marketing-skills --skill github-traffic
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads github-traffic automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

Skill: GitHub Traffic

Fetch and analyze GitHub repository traffic data — page views, git clones, referral sources, popular pages, and star growth. Optionally generate trend charts as PNG images.

Prerequisites:

  • gh CLI must be installed and authenticated
  • Push (write) access to the target repository is required — GitHub's Traffic API does not work with read-only access
  • matplotlib is optional (for PNG chart generation; falls back to ASCII if unavailable)

When to Use

  • The user asks about repository traffic, page views, clone counts, or where visitors come from
  • The user wants to see traffic trends over time (weekly, monthly, quarterly)
  • The user wants to generate traffic report charts for sharing or documentation
  • The user wants to periodically snapshot traffic data to build long-term history

Important: GitHub Traffic API Limitations

GitHub only provides the last 14 days of traffic data. To track trends over longer periods (30 days, 90 days, etc.), the script stores each fetch in a local history file (~/.github-traffic/<repo>_traffic.json). Regular snapshots are required to build up history.

Recommended: set up a cron job or CI schedule to run the snapshot command periodically:

# Daily snapshot via cron (no output, just stores data)
0 9 * * * python /path/to/scripts/github_traffic.py owner/repo --snapshot

Default Workflow

python /path/to/skills/github-traffic/scripts/github_traffic.py <owner/repo>

This will:

  1. Fetch current traffic data via gh api
  2. Save a snapshot to ~/.github-traffic/ for historical tracking
  3. Display a formatted summary (views, clones, referrers, popular pages)

Generating Charts

# Generate PNG trend chart (last 30 days, default)
python .../github_traffic.py owner/repo --chart

# Last 7 days
python .../github_traffic.py owner/repo --chart --days 7

# Last 90 days (needs accumulated history)
python .../github_traffic.py owner/repo --chart --days 90

# ASCII chart (no matplotlib needed)
python .../github_traffic.py owner/repo --ascii

The PNG chart includes up to 3 panels:

  1. Page Views — total views and unique visitors (area chart)
  2. Git Clones — total clones and unique cloners (bar + line chart)
  3. Star Growth — star count over time (line chart, shown when multiple snapshots exist)

Script Options

FlagDefaultDescription
repo (positional)requiredRepository in owner/name format
--chartoffGenerate PNG trend chart
--asciioffForce ASCII bar chart output
--days30Number of days to include in chart
--history-dir~/.github-traffic/Directory for historical data storage
--output<repo>_traffic.pngOutput path for chart image
--snapshotoffFetch and store data only (no display)

Examples

# Quick traffic summary
python .../github_traffic.py zilliztech/memsearch

# Weekly trend chart
python .../github_traffic.py zilliztech/memsearch --chart --days 7

# Monthly trend chart, custom output path
python .../github_traffic.py zilliztech/memsearch --chart --days 30 --output ./reports/traffic.png

# Just store a snapshot (for cron jobs)
python .../github_traffic.py zilliztech/memsearch --snapshot

# ASCII chart when matplotlib is not available
python .../github_traffic.py zilliztech/memsearch --ascii --days 14

History & Long-Term Tracking

Each run merges the current 14-day window into a persistent JSON file at ~/.github-traffic/<owner>_<repo>_traffic.json. The file contains:

  • Daily views: date → {views, unique}
  • Daily clones: date → {clones, unique}
  • Star snapshots: date → star count
  • Fetch metadata: timestamp, 14-day totals, stars, forks

To build meaningful 30/90-day charts, run the script at least every 14 days (daily is ideal). Gaps longer than 14 days will show as missing data in charts.


Permissions

The GitHub Traffic API requires push access to the repository. This means:

  • Repository owners and admins: full access
  • Collaborators with write/maintain role: full access
  • Read-only users and forkers: no access (API returns 403)

If you get a permission error, check your gh auth status and ensure your token has the repo scope.


Troubleshooting

ProblemSolution
"Must have push access" errorYou need write access to the repo. Check gh auth status.
Chart shows only 14 daysGitHub only provides 14-day windows. Run --snapshot regularly to accumulate history.
matplotlib not foundInstall with pip install matplotlib. Or use --ascii for text-based charts.
No data for some datesGitHub may not report days with zero traffic. These gaps are normal.

FAQ

What does the github-traffic skill do?

Fetch, store, and visualize GitHub repository traffic data (views, clones, referrers, stars) with trend charts. Requires repo push access.

How do I install github-traffic?

Run npx skills add https://github.com/zc277584121/marketing-skills --skill github-traffic in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/github-traffic/ (personal) or .claude/skills/github-traffic/ (project).

Which AI agents can use github-traffic?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is github-traffic safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains github-traffic?

It is published by zc277584121 in zc277584121/marketing-skills. It has 3,807 recorded installs.

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