Open-source Python tools and Skills for AI agents to search financial sources, route across local and free search backends, probe connectivity, and produce evidence manifests for investment research.
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Choe Agent Tools · Pro
No Pro plan
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Pro-provider median
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insufficient comparable pricing
vs Pro providers
No comparison
Choe Agent Tools doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
51st pctile
84 competing vendors
Comparable listings · 30d
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MCP servers · Pro median
$29/mo
12 priced · $12.28–$69 mid 50%
Price spectrum · Pro plans · 11 of 15 providers priced · log scale · $1.42 → $249/mo
MCP servers APIs◻ shaded = middle 50% · line = median (all types)Choe Agent Tools has no comparable Pro price — not plotted
Products in this market
Ranked by how closely each one matches Choe Agent Tools'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.