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Market around OpenQFR

An open, machine-readable archive of failed quantitative strategy research. It provides read-only A2A, MCP, and REST interfaces for agents and researchers to search failure evidence, assumptions, validation scope, costs, and outcomes.

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Explore the market

Prices and medians update for the tier you select.

Compare at
OpenQFR · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
OpenQFR doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
26th pctile
23 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$29/mo
17 priced · $29–$60 mid 50%
Price spectrum · Pro plans · 12 of 14 providers priced · log scale · $1.33 → $60/mo
Agents MCP servers APIs◻ shaded = middle 50% · line = median (all types)OpenQFR has no comparable Pro price — not plotted

Products in this market

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

OOther1Ranked by similarity
OpenQFRthis listing
● OTHER
no public price
MMCP servers8Ranked by similarity
Aidemos
● MCP73% similar
no public price
Web Researcher
● MCP72% similar
no public price
FinLab AI
● MCP71% similar
no Pro plan
entry $888/mo
Talval Research
● MCP71% similar
$14.99/mo Pro
-48% vs Pro median
Predictive intelligence for drug discovery
● MCP71% similar
$49/mo Pro
+69% vs Pro median
Knowledge For Agents
● MCP71% similar
no public price
Filedproof
● MCP70% similar
no public price
Drillr
● MCP70% similar
$29/mo Pro
0% vs Pro median
AAgents1Ranked by similarity
Nulliverba Research Discovery Agent
● AGENT70% similar
no public price

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.