Appbot App Reviews
Claude connectorCommunityAsk Claude what your users actually think. Appbot analyses iOS and Google Play feedback with AI trained on 400M+ real reviews. Claude gets…
Appbot has analysed App Store and Google Play reviews for over a decade, across every category and language. The AI behind this connector is trained on our corpus of 400M+ real reviews.
Connect your App Store and Google Play apps, and Claude queries your review data directly instead of working from raw text:
What is driving negative reviews this month? Which feature requests have grown over the last 90 days? Why are iOS ratings lower than Android? How has sentiment shifted since our latest release? How does our sentiment compare to a competitor's?
Competitor apps work the same way, so you can benchmark sentiment and feature gaps against anyone in your category.
Each team member connects with their own Appbot credentials, so Claude only sees what that person can already see in Appbot.
MCP access is included on Appbot's Large and Premium plans.
- Tools
- 3
exposed by this connector
Movement
From our daily snapshots over the last 30 days.
Rank by popularity
Rank by trending score
Popularity score
Trending score
In its categories
How this connector compares with others in the same category. Positions are counted within the category, not across the whole directory.
Data analytics416th of 3,282 by popularity · 952nd of 1,426 by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 414 |  Exaforce | 10,111 | 16,225 #705 | 54places down |
| 415 | 10,109 | 31,126 #205 | 93places up | |
| 416 | 10,106 | 12,561 #952 | 47places down | |
| 417 | 10,087 | 13,726 #860 | 69places down | |
| 418 |  Yardi Deal Manager | 10,081 | 13,991 #844 | 57places down |
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 950 | 12,572 | 9,058 #601 | 256places down | |
| 951 | 12,568 | 7,665 #931 | 512places down | |
| 952 | 12,561 | 10,106 #416 | 463places down | |
| 953 |  ActivityInfo.org | 12,556 | 6,087 #1410 | 252places down |
| 954 | 12,549 | 5,858 #1484 | 219places down |
Developer tools195th of 1,608 by popularity · 375th of 623 by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 193 |  Embarko | 10,131 | 18,308 #252 | 52places down |
| 194 | 10,110 | 25,361 #154 | 37places up | |
| 195 | 10,106 | 12,561 #375 | 47places down | |
| 196 | 10,063 | 20,474 #209 | 17places down | |
| 197 | 10,051 | 5,915 #563 | 62places down |
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 373 | 12,600 | 4,392 #935 | 770places down | |
| 374 |  MuuMuu Domain byGMO Pepabo | 12,590 | 8,129 #391 | 109places down |
| 375 | 12,561 | 10,106 #195 | 463places down | |
| 376 | 12,561 | 6,109 #669 | — | |
| 377 |  Hjarni notes | 12,505 | 8,234 #375 | 412places down |
Sales and marketing321st of 2,043 by popularity · 620th of 903 by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 319 |  Flockjay | 10,118 | 17,812 #405 | 73places down |
| 320 | 10,109 | 31,126 #137 | 93places up | |
| 321 | 10,106 | 12,561 #620 | 47places down | |
| 322 | 10,087 | 13,726 #566 | 69places down | |
| 323 | Yardi Deal Manager | 10,081 | 13,991 #556 | 57places down |
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 618 | 12,579 | 9,278 #411 | 231places down | |
| 619 | 12,572 | 9,058 #436 | 256places down | |
| 620 | 12,561 | 10,106 #321 | 463places down | |
| 621 | 12,561 | 6,109 #896 | — | |
| 622 | 12,549 | 5,858 #950 | 219places down |
Also on other marketplaces
Tools
- apps_tool
- review_stats_tool
- reviews_tool
- Sign-in
- Required
- Connector URL
- https://api.appbot.co/mcp
- Transport
- Streamable HTTP
- Works with
- Claude, Claude API, Claude Code, Claude Desktop
- Department
- Product
- Added
- July 30, 2026
- More info
- Sponsorship
- Promote this connector