13 min read
The best LinkedIn MCP servers in 2026
LinkedIn has no official MCP server. Here is how the third-party options compare on sign-in, account risk, what they do and price, and which one fits your workflow.
Google Play MCP server
Read any Google Play app’s listing, installs and reviews, pull the top charts by category, and find the Play Store searches an app ranks for, from Claude, ChatGPT or Cursor. Hosted, with no Play Console account and nothing to install.
What your agent can do on Google Play
What each tool returns, and what a call costs.
App store tools in the docsGet an app
One app's store listing: rating, installs, version, release notes, description, screenshots and the developer's contact details.
apps_get_appFrom 1 creditGet app reviews
User reviews of one app, newest or most relevant first, with stars, text, app version and any developer reply.
apps_get_reviewsFrom 1 creditGet an app's store keywords
Store searches an app ranks for, with monthly search volume in the store and the app's position: the core of app store optimisation.
apps_get_keywordsFrom 5 creditsFind competing apps
Apps that compete with one app for the same store searches, with how many searches they share and how strongly each ranks.
apps_get_competitorsFrom 5 creditsCompare apps' keywords
Store searches that two to twenty apps all rank for, with each app's position side by side.
apps_get_shared_keywordsFrom 5 creditsSearch apps
Apps whose title matches a query, from an index of every app in a store, with the full listing and the developer's contact details on each row.
apps_search_appsFrom 31 creditsGet a top chart
A store's top chart (free, paid, grossing or new) overall or in one category, in chart order.
apps_get_top_chartsFrom 1 credit
Things to ask
Plain questions in any connected client. The agent picks the tools.
What do 1-star Google Play reviews of our competitor’s app complain about, and how does the developer reply?
Which Play Store searches does Microsoft Teams rank for that Slack does not?
Find CRM apps on Google Play with over 100,000 installs and their support emails.
List the top 20 free finance apps on Google Play and who makes them.
Which Android apps compete with ours for the same Play Store searches?
How many installs do these five Android apps have, and when did each last update?
Any app, not only your own
Google’s Play Developer API reads reviews for the apps you publish. Google Play scraper libraries reach any app, but they are code you run and keep working when the store changes. Manifold reads any Google Play app from one URL, and adds the Play Store keyword data neither offers.
| Google Play scrapers | Play Developer API | Manifold | |
|---|---|---|---|
| Any app, not only yours | Yes | Your own apps | Yes |
| Play Store searches with volume | No | No | Yes, US English |
| Works in Claude.ai and ChatGPT | No, code you run | No | Yes, hosted |
| When the store page changes | Yours to fix | Not affected | Maintained for you |
| Reply to your own reviews | No | Yes | No, it only reads |
| Setup | Install and code | Play Console and a service account | Paste one URL |
Pay per call. Start free.
No seats and nothing else to subscribe to. Every workspace gets 250 free credits a month, and an answer already in the cache costs 25% of the price or less.
- Get an app
- From 1 credit
- Get app reviews
- From 1 credit
- Get an app's store keywords
- From 5 credits
- The same answer again, from the cache
- 25% or less
Pairs well with Google Play
The same server URL and credit balance reach every source. Switch off what you don’t need.
All MCP servers- App Store MCPApps, reviews, top charts and App Store keywords.
- Amazon MCPSearch results, listings, sellers and keywords.
- Google Shopping MCPProducts, every store's price and reviews.
- Reddit MCPThreads, comments and subreddits.
- SEO MCPKeywords, rankings, backlinks and audits.
- AI visibility MCPWhat ChatGPT, Gemini and others say and cite.
- TikTok MCPVideos, creators, transcripts and audiences.
- YouTube MCPVideos, channels, comments and transcripts.
Questions about the Google Play MCP
Is there an official Google Play MCP server?
Google publishes the Play Developer API for the apps you own, not a server that reads the store. Manifold reads any public Google Play app: its listing, reviews, chart positions and the searches it ranks for.
Can it read Google Play reviews of any app?
Yes, newest or most relevant first, with stars, text, the app version, how many found it helpful and the developer’s reply. Up to 1,000 reviews a call, at 1 credit per 100. What each app store tool returns
What can my agent look up on Google Play?
One app’s full listing with installs and the developer’s email, website and address, its reviews, the top free, paid or grossing chart by category, apps whose title matches a word, the Play Store searches an app ranks for, the apps it competes with and the keywords several apps share.
Is it a Google Play scraper?
It gives your agent what a scraper would, without the code: listings, reviews and charts are read live from the store and kept working for you. Ask in plain words and the agent picks the tool.
Does it need a Play Console account?
No. Nothing connects to your developer account, so it cannot see your own installs by country, revenue or crash data, and it cannot reply to reviews. For those, use the Play Console.
Does it cover the App Store too?
Yes. The same tools read the App Store, with its subtitles, top charts and App Store search keywords. App Store MCP
Which clients does it work with?
Claude, Claude Code, ChatGPT, Codex, Cursor, Gemini CLI, Grok, OpenCode and any other client that connects to a remote MCP server. Sign in with OAuth, or use an API key from the dashboard for scripts. Setup guides for every client
Further reading
- 12 min read
The best AI visibility tools with an MCP server
When your agent needs AI visibility tracking, an MCP server connects it to the tools that monitor brand mentions and source citations across ChatGPT, Claude, Gemini, and Perplexity. Here are the best AI visibility tools with MCP servers, what they cost, and which one fits your workflow.
- 20 min read
Claude SEO: plugins, skills, live data and workflows
A guide to Claude SEO: installing a plugin that brings the skills and the data together, the other Claude SEO skills worth knowing, connecting SEO servers in Claude Code and sharing them with your team, and four workflows for keyword research, SERP briefs, technical audits and Search Console quick wins.
