io.github.apppainapi/app-pain-api · v0.2.0 · productivity
App Pain API is healthy: it completed an MCP handshake in 769 ms and exposes 7 tools.
What users hate about ANY iOS/Android app: clustered complaints, evidence, trends. No key needed.
Endpoint: https://app-pain-api.quiet-delta.workers.dev/mcp (streamable-http)
Repository · Website · JSON · Add to my inventory
| Users (last 30 days) | 0 |
| Handshake | Healthy |
| Auth needed | None |
| Tool count | 7 |
| Latency | 769 ms |
| Last checked (UTC) | 2026-10-23T17:15:17.816Z |
| Checked (UTC) | Status | Latency | Error |
|---|---|---|---|
| 2026-10-23T17:15:17.816Z | Healthy | 769 |
search_apps | Search the iOS App Store and Google Play (both merged by default) to find apps and their ids. Use this FIRST when you only know an app name or a category. |
mine_app_pain_points | THE core tool: fetch recent reviews of any iOS/Android app, keep the negative ones, and cluster them into ranked pain points (title, sharePercent, severity 1-5, verbatim evidence quotes). Ideal for competitive research and product discovery. Cached 7 days (instant on repeat); a COLD server-side anal |
get_pain_trend | How an app's pain points changed over time: compares two archived analyses and labels each theme new / resolved / rising / falling / stable with share deltas (percentage points). Instant (archive read, no LLM). Default: latest vs ~30 days earlier. Returns a note when the app has fewer than two snaps |
get_app_details | App metadata: name, developer, category, price, average rating, rating count and 1-5★ histogram (when available). |
get_version_history | Per-version review stats (review count, average rating, first/last seen) — spot a rating crash right after a bad release. Android: aggregated from recent reviews. iOS: current version + release notes. |
watch_competitors | Continuous competitor monitoring (paid plans: Starter 2 apps weekly, Pro 15 apps daily). Manage the watchlist and the alert destination; digests of NEW 1-2★ reviews and NEW/RISING pain points are pushed to a Slack / Discord / any https webhook. action: list | add | remove | set_webhook | test. |
get_app_reviews | Fetch raw app reviews (unified schema across stores: rating/title/body/version/date/devReply/thumbsUp), 50 per page. Use for drill-down after mine_app_pain_points. |