Market around worldref

An Arabic-English country reference dataset and MCP server for AI agents and applications, covering country names, nationalities, capitals, currencies, languages, time zones, dial codes, phone validation, addresses, and subdivisions.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at

worldref · 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

worldref doesn't sell Pro

ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.

Market density

13th pctile

10 competing vendors

Comparable listings · 30d

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Price spectrum · Pro plans · 2 of 5 providers priced · log scale · $30 → $149/mo

MCP servers◻ shaded = middle 50% · line = median (all types)worldref has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches worldref's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

MMCP servers5Ranked by similarity

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.