App Pain API

Name: App Pain API
Author: apppainapi

MCP serverMCP

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

by apppainapirepository ↗homepage ↗v0.3.1

Is this yours?

This record is unclaimed

Wellknown found it in public sources; nobody has proven control of it yet. Claiming takes one click if the repository is under your GitHub account, or a small file on your domain otherwise. Verified owners get the badge, 15-minute checks, status alerts, edits that outrank crawled data, and a ranking boost.

Agents can do it too: POST https://wellknown.network/api/v1/claims with {"agent":"app-pain-api","method":"well_known_file"} — machine-readable steps at claim.json, guide at /docs/claim.

Claim this record

Observed by Wellknown

Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability37/37 checks ok

when	check	result	http	latency	detail
1 h ago	mcp initialize	ok	200	59 ms	server app-pain-api 0.3.0 · protocol 2025-06-18 · 7 tools
3 h ago	mcp initialize	ok	200	53 ms	server app-pain-api 0.3.0 · protocol 2025-06-18 · 7 tools
9 h ago	mcp initialize	ok	200	22 ms	server app-pain-api 0.3.0 · protocol 2025-06-18 · 7 tools
11 h ago	mcp initialize	ok	200	24 ms	server app-pain-api 0.3.0 · protocol 2025-06-18 · 7 tools
17 h ago	mcp initialize	ok	200	45 ms	server app-pain-api 0.3.0 · protocol 2025-06-18 · 7 tools
19 h ago	mcp initialize	ok	200	61 ms	server app-pain-api 0.3.0 · protocol 2025-06-18 · 7 tools
25 h ago	mcp initialize	ok	200	41 ms	server app-pain-api 0.3.0 · protocol 2025-06-18 · 7 tools
27 h ago	mcp initialize	ok	200	66 ms	server app-pain-api 0.3.0 · protocol 2025-06-18 · 7 tools
33 h ago	mcp initialize	ok	200	177 ms	server app-pain-api 0.3.0 · protocol 2025-06-18 · 7 tools
35 h ago	mcp initialize	ok	200	39 ms	server app-pain-api 0.3.0 · protocol 2025-06-18 · 7 tools

Tools observed via MCP handshake

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,
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 (p
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 review
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★ rev
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_poin

Declared by sources

What the publisher says

Attributed to the source that supplied each field. Treated as claims, not facts.

No long description beyond the summary.

kind Official MCP Registry

name Official MCP Registry

repoUrl Official MCP Registry

summary Official MCP Registry

version Official MCP Registry

description Official MCP Registry

homepageUrl Official MCP Registry

publisherName Official MCP Registry

Provenance

Where this record came from

Every source is kept verbatim. Field changes are logged as events.

Official MCP Registryio.github.apppainapi/app-pain-api

first seen 9 d ago · fetched 2 d agoopen ↗

Field history (9 recent events)

2 d ago · declared · homepageUrl → "https://hawkmill.com/docs#mcp"
2 d ago · declared · version → "0.3.1"
9 d ago · declared · publisherName → "apppainapi"
9 d ago · declared · homepageUrl → "https://app-pain-api.quiet-delta.workers.dev/docs#mcp"
9 d ago · declared · summary → "What users hate about ANY iOS/Android app: clustered complaints, evidence, trends. No key needed."
9 d ago · declared · version → "0.3.0"
9 d ago · declared · protocols → ["mcp"]
9 d ago · declared · repoUrl → "https://github.com/apppainapi/app-pain-api"
9 d ago · declared · description → "What users hate about ANY iOS/Android app: clustered complaints, evidence, trends. No key needed."

This record is unclaimed

Evidence

What the publisher says

Capabilities

Where this record came from