Prisma Reviews / Integrations / Reviews MCP
Reviews MCP: connect Claude, ChatGPT and Cursor to your reviews
Short answer: Prisma Reviews has a remote MCP server at https://api.prismareviews.com/mcp. Add it to Claude, ChatGPT, Cursor or VS Code and the assistant can read, sort and measure your reviews from 84 platforms (the App Store, Google Play, Judge.me, Yelp, Tripadvisor, Google Maps and more) in one JSON format, with your own Prisma account. It is listed in Claude’s connector directory, the official MCP Registry (com.prismareviews/reviews) and Glama.
Prisma has no AI. The MCP server only reads and returns your data, and when you ask it to reply it publishes exactly the text you approve, through the platform’s official API. It never writes or suggests a reply.
2 locations free, no card. Test keys return sample reviews from every platform.
The server in one table
| URL | https://api.prismareviews.com/mcp (Streamable HTTP) |
|---|---|
| Sign-in | OAuth with your Prisma account (claude.ai, ChatGPT and other “Add connector” screens), or your API key as Authorization: Bearer pk_… |
| Tools | list_reviews, get_review, get_stats, list_locations, list_connections, list_platforms, create_connect_link, get_usage, complete_onboarding and reply_to_review |
| Platforms | 84: 22 with replies by API open today, 57 read only, 5 pending each platform’s approval |
| Test mode | A test key, or choosing Test when you sign in, returns sample data from every platform |
| Cost | Nothing on top of your plan: each tool call is one API request |
| AI | None in Prisma: it publishes the reply text you approve and never writes one |
Install it in 2 minutes
1. Create a free account
Sign up with your email, Google or GitHub. You get a test key (pk_test_…, sample data) and a live key (pk_live_…, your real accounts). Start with the test key.
2. Add the server to your assistant
- claude.ai: Settings → Connectors → Add custom connector, or add Prisma Reviews from the directory. Paste
https://api.prismareviews.com/mcp, sign in with Prisma, choose Live or Test and click Allow. - ChatGPT: Settings → Apps & Connectors → Advanced → Developer mode, then Create, with the same URL (custom connectors depend on your ChatGPT plan).
- Claude Code: one command:
claude mcp add --transport http prisma-reviews https://api.prismareviews.com/mcp --header "Authorization: Bearer pk_test_YOUR_KEY"- Cursor: in
~/.cursor/mcp.json:
{
"mcpServers": {
"prisma-reviews": {
"url": "https://api.prismareviews.com/mcp",
"headers": { "Authorization": "Bearer pk_test_YOUR_KEY" }
}
}
}VS Code, Claude Desktop and any other client are in the MCP server docs, with every tool and its API route.
3. Connect your review platforms
Connect your accounts in the dashboard, or ask the assistant to create a connect link and send it to the business owner. Google Maps, Yelp and Tripadvisor connect with the listing’s public link; the App Store, Google Play and Judge.me with credentials from your own account.
4. Ask
Ask in plain language. The assistant picks the tool, Prisma returns the data, and nothing is published unless you tell it to.
Prompts that work
| Task | Prompt |
|---|---|
| Read | “List the reviews from the last 7 days without a reply, worst first, with the platform and location.” |
| Summarize | “What did customers complain about in our App Store and Google Play reviews this month? Group it by topic and quote two reviews per topic.” |
| Measure | “What is our average rating and reply rate per location this quarter? Which location got worse?” |
| Watch | “Which of our Yelp and Tripadvisor reviews mention “wait time”? Give me the link to answer each one on the platform.” |
| Connect | “Create a connect link for Judge.me so the shop owner can connect their store.” |
| Reply | “I wrote this reply to Laura’s 2-star review: “…”. Show me the review and my text, and publish it only after I say yes.” |
Replies only go out on platforms with a reply API. On read-only ones (Yelp, Tripadvisor, Google Maps…) reply_to_review returns reply_not_supported with the link to answer the review on the platform.
Which platforms work today
Read and reply by API (22): App Store, Google Play, Judge.me, eBay, Trusted Shops, eKomi, WooCommerce, Wix, Junip, Fera, Shopware, Hospitable (Airbnb, Booking.com, Vrbo), Guesty (Airbnb, Booking.com, Vrbo), Huawei AppGallery, Mozilla Add-ons, WebwinkelKeur, Kiyoh and Klantenvertellen, Yext, Samsung Galaxy Store, Bazaarvoice, AUSGEZEICHNET.org, Hostaway (Airbnb, Booking.com, Vrbo).
Read only (57), each review with the link to answer it on the platform: Yelp, Tripadvisor, Booking.com, Yotpo, REVIEWS.io, G2, Steam, Okendo, Feefo, Loox, ProvenExpert, Shopper Approved, WordPress.org, Salesforce AppExchange, Shopify App Store, Atlassian Marketplace, Klaviyo Reviews, Microsoft Store, BigCommerce, Ecwid, VTEX, Open VSX, JetBrains Marketplace, Beds24 (Airbnb, Booking.com), Thunderbird Add-ons, Thinkific, Phorest, Viator, Feedaty, Lightspeed eCom, Verified Reviews (Skeepers), Udemy, Stamped, Chrome Web Store, VS Code Marketplace, Adobe Commerce (Magento), DealerRater, Apple Podcasts, Facebook, OpenTable, DoorDash, Angi, Checkatrade, Avvo, Capterra, Apartments.com, Gartner Peer Insights, Healthgrades, Vitals, ClassPass, Expedia, Airbnb, BBB, Software Advice, Deliveroo, Naver Place, Google Maps.
Pending each platform’s approval (5): Google Business Profile, Trustpilot, Etsy, Mercado Libre, Lazada. Google Business Profile, which is how replies reach Google, is pending Google’s approval of Prisma’s access; until then public Google reviews come through Google Maps. All of them work with a test key today.
68 of the open platforms are in beta: they work, but haven’t been tested with many real accounts yet. Each platform page says which. The full table is on Which review platforms have an API?
Frequently asked questions
What is a reviews MCP server?
An MCP (Model Context Protocol) server that gives an AI assistant tools to read reviews. Prisma’s is a remote server at https://api.prismareviews.com/mcp: Claude, ChatGPT, Cursor or VS Code call its tools (list_reviews, get_stats, reply_to_review and six more) and get the reviews of 84 platforms in one JSON format, with your own Prisma account.
Does Prisma write replies with AI?
No. Prisma has no AI and never writes or suggests a reply. The MCP server reads and returns your review data, and reply_to_review publishes exactly the text it receives, through the platform’s official API. Who writes that text is up to you: you, your team or your own assistant. Check it before you let the assistant publish it.
Which assistants work with it?
Any MCP client that supports remote servers: claude.ai and ChatGPT with “Add connector” (sign in with your Prisma account, no key needed), and Claude Code, Cursor, VS Code, Claude Desktop and others with your API key in a header.
Can I reply to Google reviews through the MCP?
Not yet. Google Business Profile, which is how replies reach Google, is pending Google’s approval of Prisma’s access. Today the MCP reads public Google reviews through Google Maps (read only, each review with the link to answer it on Google), and the whole Business Profile flow works with a test key.
Is it free?
The MCP server costs nothing on top of your plan: each tool call is one API request. The free Spark plan has 2 locations and no card, and a test key returns sample reviews from every platform, so you can try it without connecting anything.
How do I disconnect an assistant?
Each assistant connected with “Add connector” appears in your API keys as “<app name> (MCP)”. Revoke it there and it loses access at once. Keys you pasted into a config file are revoked the same way.