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GitHub Issues Scraper + Pain Point Analysis

Try for free

Scrape issues from any public GitHub repository (no login) and get pain-point analysis on top: the verbatim reports where users describe what is broken and what they want. Uses the official GitHub API.

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Pay per event

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Backyard Tools

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6 days ago

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GitHub Issue Intelligence

**GitHub issue scraper** — Scrape GitHub issues from any repository and get verbatim bug reports and feature requests, plus trend and overview analysis.

Most GitHub issue trackers make you scroll a thousand threads by hand. This one ships the analysis you were going to build anyway: which complaints repeat, which feature requests repeat, and whether a repo's pain is trending up or down.

What you get

Themes people complain about — terms that appear disproportionately in issue bodies, not just the most frequent words
Themes people request — the same lift-based method applied to feature requests
Which issues draw the most engagement — ranked by comment count, open vs. closed
Trend — monthly issue volume, so you can see whether a repo's pain is accelerating or cooling off

How it works

Uses the official GitHub REST API on public repositories (no login). Unauthenticated requests are capped at 60/hour, so page counts are limited accordingly.

Use Cases

Open-source maintainers triaging a large backlog by what actually repeats
Evaluating a dependency's health before adopting it — is its issue pain going up or down
Competitive research — what a competing open-source project's users keep complaining about
Dev-tool vendors sourcing real pain points to pitch a fix or an integration against

Pricing

Pay per event. You are charged per item collected and once per analysis you select. Deselect analyses you do not need.

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