MCP server

App Pain API

io.github.apppainapi/app-pain-api

Checked 25 Oct 2026, 20:29 UTC · Connected to it and listed its tools

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

Website Source

At a glance

Type

MCP server

Publisher

Not verified

Status

Working at last check

Tools

7

Token cost

About 1,861 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

25 Oct 2026, 20:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http app-pain-api https://app-pain-api.quiet-delta.workers.dev/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.app-pain-api]
url = "https://app-pain-api.quiet-delta.workers.dev/mcp"

Gemini CLI

{"mcpServers":{"app-pain-api":{"httpUrl":"https://app-pain-api.quiet-delta.workers.dev/mcp"}}}

Cursor

{"mcpServers":{"app-pain-api":{"url":"https://app-pain-api.quiet-delta.workers.dev/mcp"}}}

VS Code

{"servers":{"app-pain-api":{"type":"http","url":"https://app-pain-api.quiet-delta.workers.dev/mcp"}}}

Antigravity

agy mcp add app-pain-api https://app-pain-api.quiet-delta.workers.dev/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"app-pain-api","server_url":"https://app-pain-api.quiet-delta.workers.dev/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"app-pain-api","server_url":"https://app-pain-api.quiet-delta.workers.dev/mcp"}

Tools

• get_app_details ~183 tokens
  App metadata: name, developer, category, price, average rating, rating count and 1-5★ histogram (when available).
• get_app_reviews ~264 tokens
  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.
• get_pain_trend ~266 tokens
  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_version_history ~209 tokens
  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.
• mine_app_pain_points ~503 tokens
  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
• search_apps ~182 tokens
  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.
• watch_competitors ~254 tokens
  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.

Browse

• GitHub tools
• Team chat
• GitHub and code hosting
• Mobile apps
• Calling other AI models

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