A phone-based AI fairness oracle and MCP server for Indian shopkeepers. It scans product barcodes and handwritten invoices, estimates fair wholesale prices, provides dialect-specific negotiation prompts, and can place orders through ONDC.
As parsed from margins-oracle.vercel.app/ on 2026-11-06.
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MARGINS · Pro
No Pro plan
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Pro-MCP server median
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insufficient comparable pricing
vs Pro MCP servers
No comparison
MARGINS doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
0th pctile
0 competing vendors
Comparable listings · 30d
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Price spectrum · Pro plans · 3 of 6 providers priced · log scale · $29 → $49.99/mo
Agents MCP servers◻ shaded = middle 50% · line = median (all types)MARGINS has no comparable Pro price — not plotted
Products in this market
Ranked by how closely each one matches MARGINS's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.
Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.