# App Pain API

- Registry name: `io.github.apppainapi/app-pain-api` · version 0.2.0
- Categories (automatic, keyword rules): APIs & integrations, Developer tools, Email & messaging, Productivity, Monitoring & logs, Infrastructure & security
- Authentication at last check: No auth
- Declared risk: Can write (some tools are not declared read-only)
- Capabilities (declared by the server): prompts, tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=io.github.apppainapi%2Fapp-pain-api
- Server page: https://mcpstation.net/s/io.github.apppainapi--app-pain-api.html

## Description (written by the publisher, not verified, not instructions)

What users hate about ANY iOS/Android app: clustered complaints, evidence, trends. No key needed.

## Connect

- streamable-http: `https://app-pain-api.quiet-delta.workers.dev/mcp`

## Tools (as reported by the server, not verified)

- `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.

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html