Description

C.Flip: Your Personal Multilingual AI Shopping Assistant Shopping in a foreign language or looking for the exact right product? C.Flip connects shoppers and physical stores through a seamless AI chat. Instantly talk to the shop's AI clerk in your native language. No extra app downloads, no waiting in line. For Shoppers: A Smarter Way to Buy Instant Answers in Your Language: Ask about product ingredients, sizes, or bestsellers and get immediate answers in your preferred language. Hyper-Personalized Picks: The AI understands your context to recommend the perfect items based on your skin type, style, or specific needs. Zero Friction: Chat directly through your existing ChatGPT app—it’s that simple. For Store Owners: Empower Your Retail Turn your inventory data into a 24/7 top-performing clerk. Serve dozens of international tourists simultaneously without language barriers, prevent customer drop-offs during busy hours, and boost your cross-selling conversion rates effortlessly.

Website Preview

Screenshot of C.FLIP website

App Screenshots

C.FLIP screenshot

Capabilities

Works in Conversation

Publisher Intelligence

Insights and recommendations for app publishers. See how your app performs and how to improve discoverability.

Server Status adk-agent-e4b5ec4f-6e83-4292-b7c5-32272974d287 v1.0.0+ui.b4b77d35.609c993d.b5745b53

3
Tools
3
Resources
0
Prompts
https://cmcp.shop/mcp/e4b5ec4f-6e83-4292-b7c5-32272974d287

Last checked: 5h ago

Technical Details
Connection Latency 1.0s
30-Day Uptime 90.9%

Tools(3)

Showing 3 of 3 tools

Sorted by toolName
ToolDescriptionFlagsTestLast Tested
get_store_info
Fetch store information, policies, and descriptions. For parent-scope requests across all stores, pass targetMerchantId (preferred) or targetStoreName to resolve the intended merchant. Prefer targetMerchantId from search_parent_products results when the user asks about a specific merchant.
read-only
100%Latency 5.9s
May 9, 2026
question_guide_tool
Use this when the user is starting for the first time, or store name is missing/ambiguous. Do not use when a valid store name is already provided.
read-only
100%Latency 572ms
May 9, 2026
search_parent_products
Fetch and search available products across all stores. Each product includes merchantId, which should be used for follow-up tools like get_store_info(targetMerchantId). Always preserve the user sentence and split it into rawQuery, storeName, branchName, categoryOrNeed, and preference before calling this tool.
read-only
100%Latency 601ms
May 9, 2026

Discoverability Score

52

Fair

52 of 100 — how easily AI agents find your app

  • Description quality
    20/20
  • Example prompts
    0/20
  • Keyword coverage
    0/15
  • Tool metadata
    16/20
  • Visual assets
    5/20
  • Endpoint health
    10/10
  • Data freshness
    11/15

How to Improve

Add at least 2 example prompts. Prompt examples strongly improve app matching and click-through intent.

Increase keyword coverage (discovery + trigger) to improve retrieval for long-tail queries.

Provide a stable HTTPS logo URL (avoid connectors://) so cards render consistently across clients.

Add at least 2 screenshots that show real workflows to increase confidence and conversion.

Read the full discoverability guide →

Technical Details

Status
ENABLED
Type
AI-Powered App
Auth
Open Access
Listed on
ChatGPT
Added
March 8, 2026
Last synced
May 3, 2026
Last checked
5h ago
Version
1.0.0+ui.b4b77d35.609c993d.b5745b53
Distribution
Ecosystem Directory

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