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Market around Kumbuka

Shared, persistent team memory for AI assistants. Kumbuka stores curated decisions, conventions, constraints, and definitions, serving them to MCP-capable assistants through an authenticated remote MCP server.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Kumbuka · Pro
No Pro plan
—
Pro-MCP server median
$14.75
across 10 priced MCP servers
vs Pro MCP servers
No comparison
Kumbuka doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
85th pctile
43 competing vendors
Comparable listings · 30d
Flat
driven by sb_mcp $56.3→$26.97
MCP servers · Pro median
$14.75/mo
10 priced · $10.07–$19 mid 50%
Price spectrum · Pro plans · 12 of 17 providers priced · log scale · $8.99 → $50/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Kumbuka has no comparable Pro price — not plotted

Products in this market

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

MMCP servers45Ranked by similarity
Kumbukathis listing
● MCP
no public price
memxus
● MCP88% similar
no public price
Contextick
● MCP84% similar
$10/mo Pro
-32% vs Pro median
Aokun Memory
● MCP84% similar
no public price
JustOnce
● MCP84% similar
$8.99/mo Pro
-39% vs Pro median
Octobrain
● MCP84% similar
$50/mo Pro
+239% vs Pro median
CRBRO
● MCP83% similar
no public price
Humaux Memory
● MCP83% similar
no Pro plan
entry $5/mo
AiFP Cognitive Memory
● MCP83% similar
no public price
HomeShed MCP
● MCP83% similar
no public price
memoraeu
● MCP83% similar
$9/mo Pro
-39% vs Pro median
XMemo
● MCP83% similar
$19/mo Pro
+29% vs Pro median
Muse Brain
● MCP82% similar
no public price
RCLL
● MCP82% similar
no public price
OpenKT AI
● MCP82% similar
no public price
Mcp Task Orchestrator
● MCP82% similar
no public price
Atlaso
● MCP81% similar
$10/mo Pro
-32% vs Pro median
Memoir
● MCP81% similar
$15/mo Pro
+2% vs Pro median
Oi Ai
● MCP81% similar
$19/mo Pro
+29% vs Pro median
memoryOSS
● MCP81% similar
no public price
Brainbox
● MCP81% similar
no public price
Cobrain
● MCP81% similar
$9/mo Pro
-39% vs Pro median
Kognite
● MCP81% similar
no Pro plan
entry $19/mo
Memnar
● MCP81% similar
no Pro plan
entry $10/mo
onememory
● MCP81% similar
no public price
Bhived
● MCP80% similar
no Pro plan
entry $13/mo
Contexel
● MCP80% similar
no Pro plan
entry $10/mo
Ncp
● MCP80% similar
no public price
Memcell
● MCP80% similar
no public price
ContextSynapse
● MCP80% similar
no public price
MemBridge
● MCP80% similar
no public price
eve-mcp
● MCP80% similar
no public price
DuduLove Memory
● MCP80% similar
no public price
PCD
● MCP80% similar
no public price
Kortexio Memory
● MCP80% similar
$29/mo Pro
+97% vs Pro median
Memento
● MCP80% similar
no public price
P Layer
● MCP80% similar
no public price
Remembra
● MCP80% similar
no public price
sanctum-mind
● MCP80% similar
no public price
Semantic Memory Weaver
● MCP80% similar
no public price
Switchboard
● MCP80% similar
no public price
Ghostkeep
● MCP80% similar
no public price
Hindsight
● MCP79% similar
no public price
Octobrain
● MCP79% similar
$50/mo Pro
+239% vs Pro median
ME
Memorymcp
● MCP79% similar
no public price
OOther3Ranked by similarity
Nuramem
● OTHER83% similar
no public price
khive
● OTHER82% similar
no public price
repomemory
● OTHER80% similar
no public price
PPlatforms2Ranked by similarity
Kijito
● PLATFORM82% similar
$15/mo Pro
Vibsync
● PLATFORM81% 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.