App Ratings Tracker for Claude

Ask Claude about your App Store ratings and reviews, and have it draft replies that you approve before anything is published.

What you need

An App Ratings Tracker account with at least one app added. Sign up at appratingstracker.com or in the iOS app.
To read and reply to reviews: an App Store Connect API key connected under Settings (ratings history works without one).

Connect

In Claude, open Customize › Connectors and find App Ratings Tracker. (Before the directory listing is live, choose Add custom connector and paste the server URL below.)
Choose Connect. You’ll be sent to appratingstracker.com to sign in.
Check the request and choose Approve. You’ll be returned to Claude.

Server URL: https://mcp.appratingstracker.com/mcp

There is no API key to copy. The connector uses OAuth: you sign in and approve access, and can revoke it at any time.

What Claude can do

Claude always works on your active app, the one shown at the top of the dashboard’s side menu. Ask Claude to switch apps and the dashboard follows; switch in the dashboard and Claude follows.

Tool	What it does	Changes anything?
`find_app`	Searches the App Store for an app by name or ID.	No
`track_app`	Adds an app to your account so its ratings are collected.	Adds the app to your account
`list_apps`	Lists the apps on your account, which one is active, and whether reviews can be read for each.	No
`get_current_app`	Shows the active app, the one every other tool works on.	No
`set_current_app`	Switches the active app. The dashboard switches too.	Changes your active app
`get_rating_history`	Daily average rating and rating count per country for the active app, with the version live each day.	No
`list_keywords`	Search keywords tracked for the active app, with each one’s current rank and how it moved since it was last ranked.	No
`track_keywords`	Starts tracking search keywords and ranks them straight away.	Adds keywords to your account
`untrack_keywords`	Stops tracking keywords. Rank history is kept, so tracking one again resumes its series.	Stops a keyword; keeps its history
`get_listing_recommendations`	What to change on the active app’s App Store listing, country by country for every country you have data for, most important first: a new subtitle written from the searches that bring you installs in Search Ads, a complete proposed keyword field, keywords for the name and subtitle, how far you are from a higher displayed rating, unanswered negative reviews, unused screenshot slots and what competitors changed. Each comes with the numbers behind it.	No
`list_reviews`	Lists the active app’s reviews, filterable by stars, country and whether they have a reply.	No
`get_review`	One review of the active app in full, with any published reply.	No
`draft_response`	Writes a suggested reply to a review. Saves nothing.	No
`queue_response`	Adds a reply to your approval queue in the dashboard.	Adds a draft for you to approve
`list_queued_drafts`	Lists the active app’s replies waiting for your approval.	No

Nothing is published without you

Claude can’t post a reply to the App Store. Replies it queues appear under App Reviews › Awaiting approval in the dashboard, and reach the App Store only when you approve them there.

Things to ask

“How has my app’s rating changed over the last 90 days in the US?”
“Did the rating move after my last release?”
“Show me the one- and two-star reviews from this week that don’t have a reply.”
“Draft a friendly reply to the latest review about sync, and queue it for me to approve.”
“Summarise what people are complaining about in reviews this month.”
“Start tracking these keywords: budget tracker, bill reminder, bill organizer.”
“How did my keywords change today?”
“Which keywords improved today and which ones are doing worse?”
“How can I improve my App Store listing? What should I change in my next update?”

Disconnect

In Claude: remove the connector under Customize › Connectors.
In App Ratings Tracker: Settings › Assistant access lists every connected assistant; choose Disconnect to revoke its access immediately.

Troubleshooting

“App … is not on this account”: add the app in App Ratings Tracker first, then ask again.
Reviews can’t be read: connect an App Store Connect API key with the Customer Support role under Settings.
Claude asks you to reconnect: approve again; access you revoked in Settings can’t be reused.

For IT administrators

A summary of the access this connector grants, for anyone reviewing it before approval. The Privacy Policy is the authoritative and fuller statement.

Authentication

OAuth 2.0 with dynamic client registration and PKCE. There is no shared or long-lived API key to distribute, rotate or leak.
Each connection authorizes one named user, who signs in and approves it explicitly. A connection cannot be created on someone else’s behalf.
Access and refresh tokens are stored only as one-way hashes. We cannot read back a token that has been issued.

What an assistant can reach

Only the apps on the account that authorized the connection — your own App Store apps, their public rating history, and their customer reviews.
Reviews require an App Store Connect API key that the account owner uploads themselves. Without one, the connector sees public ratings only.
The App Store Connect private key is encrypted at rest with AWS KMS. It is never returned to a browser, an assistant, or a log, and is decrypted only to make a request to Apple on the account’s behalf.
We receive the tool calls an assistant makes. We do not receive the conversation around them.

What it can change

Five of the fourteen tools write, and all five stay inside the account: adding an app to be tracked, switching which app is active, starting and stopping keyword tracking, and saving a draft reply for approval. Stopping a keyword keeps its rank history, so it is reversible. Nothing else modifies anything.

No tool publishes to the App Store. A drafted reply is saved to App Reviews › Awaiting approval in the dashboard and reaches Apple only when a person approves it there. This is enforced on the server as an allow-list of permitted write operations, covered by an automated test, rather than by wording in a tool description.

Where data goes

When a draft reply is requested, the review text and the account’s reply settings are sent to OpenAI to generate it. No other tool sends your data to a model provider, and nothing is used to train models.
Ratings and reviews are read from Apple. Hosting, database, email, payments and logging providers are listed by name in the Privacy Policy.
Data the tools return goes to the assistant that asked, under that assistant’s own privacy policy.

Revoking access

Settings › Assistant access lists every connected assistant with a Disconnect control that revokes its tokens immediately; revoked access cannot be reused. Removing the connector in the assistant stops it being used but does not itself revoke the grant, so revoke here for a clean removal. Deleting the account removes the stored App Store Connect key and queued drafts.

Reporting a problem

Security reports and access questions: hello@appratingstracker.com.

Privacy and support

We only receive the requests Claude makes to these tools, not your conversations. See the Privacy Policy for details. For help, use the support form or email hello@appratingstracker.com.