AppFollow AI Toolkit

Partner, reviewed

Find and track apps, understand what users complain about, and find keyword opportunities — analyst workflows over the AppFollow MCP, using your own OAuth-authenticated session.

Plugin · by appfollow · runs in Claude Code, Cowork, claude.ai · 5 skills, 1 MCP server, 4 commands · listed 2026-08-31

Claude Code

claude plugin install appfollow-ai-toolkit

Source

Skills (5)

Skill aso-analysis

ASO performance for an app or collection — tracked-keyword positions and (gate-iv-gated) trends, category-rank trend, keyword opportunities with competitor context, an interactive add-keyword loop…

Any agent
```
npx skills add appfollow/appfollow-ai-toolkit --skill aso-analysis
```
Skill competitors

Find an app's real competitors in one region on one or both platforms, add the chosen ones to tracking, and build a competitive audit — share of search across live store results, newly discovered…

Any agent
```
npx skills add appfollow/appfollow-ai-toolkit --skill competitors
```
Skill feedback-analysis

Analyze app or collection feedback over a window — KPIs with prev-window deltas, rating/volume/ sentiment trends, anomaly callouts, and ranked top bugs + feature requests — then emit a structured…

Any agent
```
npx skills add appfollow/appfollow-ai-toolkit --skill feedback-analysis
```
Skill search

Find an app on the App Store / Google Play and start tracking it in AppFollow, then hand structured app references to the feedback-analysis and aso-analysis skills.

Any agent
```
npx skills add appfollow/appfollow-ai-toolkit --skill search
```
Skill using-appfollow

Always-loaded discipline for every AppFollow toolkit skill. Read this before calling any AppFollow MCP tool. Enforces the preview→approval→confirm write ritual, the shared MCP error-code vocabulary…

Any agent
```
npx skills add appfollow/appfollow-ai-toolkit --skill using-appfollow
```

Commands (4)

Command aso-analysis

Build an AppFollow ASO report — keyword positions, opportunities, an interactive add-keyword loop, and metadata suggestions — for an app, a collection, or a chosen subset of a collection's apps.
Command competitors

Find an app's real competitors in one region, add the chosen ones to tracking, and build a competitive audit — share of search, newly discovered rivals, category position, and 30-day rating velocity.
Command feedback-analysis

Build an AppFollow feedback report (KPIs, trends, anomalies, top bugs & requests) for an app, a collection, or a chosen subset of a collection's apps over a window.
Command search

Find an app on the App Store / Google Play via the AppFollow MCP and start tracking it, then hand structured app refs to the report skills.

From Anthropic's public plugin directory, read on 2026-10-15. Find a skill by task.