Market around Kumbaa

A private family-tree platform with an AI assistant that can answer questions, find people in photos, and update family archives through its website or ChatGPT and Claude via MCP.

Visit kumbaa.app ↗Pricing page ↗

Pricing (1 buyer tier · 2 plans)

Prices in EUR — comparisons use USD at current FX. As parsed from kumbaa.app/pricing on 2026-11-03.

Explore the market

Prices and medians update for the tier you select.

Compare at

Kumbaa · Individual

$4.08/mo

Monthly plan

Individual-platform median

—

insufficient comparable pricing

vs Individual platforms

Insufficient

comparable pricing

ⓘ Comparisons are same provider type (platform) and same buyer tier (Individual). Never across tiers.

Market density

7th pctile

4 competing vendors

Comparable listings · 30d

—

MCP servers · Individual median

$20/mo

6 priced · $17–$26.75 mid 50%

Price spectrum · Individual plans · 8 of 10 providers priced · log scale · $4.08 → $100/mo

Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)large ringed dot = Kumbaa ($4.08/mo)

Products in this market

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

PPlatforms1Ranked by similarity

Kumbaathis listing

● PLATFORM

$4.08/mo Individual

AAgents1Ranked by similarity

Strom

● AGENT75% similar

no public price

MMCP servers3Ranked by similarity

0% vs Individual median

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.