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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
$19
across 9 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
91st pctile
51 competing vendors
Comparable listings · 30d
Flat
driven by memoir $9→$15
MCP servers · Pro median
$19/mo
9 priced · $10–$20 mid 50%
Platforms · Pro median
$39.5/mo
2 priced · $34.75–$44.25 mid 50%
Price spectrum · Pro plans · 9 of 14 providers priced · log scale · $8.99 → $49/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 servers44Ranked by relevance
Kumbukathis listing
● MCP · relevance 100%
no public price
memxus
● MCP · relevance 88%
no public price
contextick
● MCP · relevance 84%
$10/mo Pro
-47% vs Pro median
JustOnce
● MCP · relevance 84%
$8.99/mo Pro
-53% vs Pro median
octobrain
● MCP · relevance 84%
$20/mo Pro
+5% vs Pro median
CRBRO
● MCP · relevance 83%
no public price
humaux_memory
● MCP · relevance 83%
no public price
AiFP Cognitive Memory
● MCP · relevance 83%
no public price
memoraeu
● MCP · relevance 83%
$9/mo Pro
-53% vs Pro median
XMemo
● MCP · relevance 83%
no public price
muse_brain
● MCP · relevance 82%
no public price
RCLL
● MCP · relevance 82%
no public price
mcp_task_orchestrator
● MCP · relevance 82%
no public price
atlaso
● MCP · relevance 81%
no public price
memoir
● MCP · relevance 81%
$15/mo Pro
-21% vs Pro median
Oi Ai
● MCP · relevance 81%
$19/mo Pro
0% vs Pro median
memoryOSS
● MCP · relevance 81%
no public price
brainbox
● MCP · relevance 81%
no public price
memnar
● MCP · relevance 81%
no Pro plan
entry $10/mo
bhived
● MCP · relevance 80%
no Pro plan
entry $13/mo
ncp
● MCP · relevance 80%
no public price
MemBridge
● MCP · relevance 80%
no public price
eve-mcp
● MCP · relevance 80%
no public price
PCD
● MCP · relevance 80%
no public price
kortexio_memory
● MCP · relevance 80%
$29/mo Pro
+53% vs Pro median
memento
● MCP · relevance 80%
no public price
p_layer
● MCP · relevance 80%
no public price
Semantic Memory Weaver
● MCP · relevance 80%
no public price
hindsight
● MCP · relevance 79%
no public price
ME
memorymcp
● MCP · relevance 79%
no Pro plan
entry $10/mo
locus
● MCP · relevance 79%
no public price
hippocampus
● MCP · relevance 79%
no public price
decisionnode
● MCP · relevance 79%
no public price
connapse
● MCP · relevance 79%
no public price
mcp_assistant
● MCP · relevance 79%
no public price
mode_manager_mcp
● MCP · relevance 79%
no public price
ax-platform
● MCP · relevance 79%
no public price
lanonasis_mcp
● MCP · relevance 79%
no public price
AgentMemory
● MCP · relevance 79%
no public price
projectbrain-mcp
● MCP · relevance 79%
no public price
sovseal_mcp_server
● MCP · relevance 79%
no Pro plan
entry $16/mo
ace_memory
● MCP · relevance 78%
no public price
kawacode_mcp
● MCP · relevance 78%
no public price
memsprout
● MCP · relevance 78%
no Pro plan
entry $10/mo
PPlatforms4Ranked by relevance
vibsync
● PLATFORM · relevance 81%
no public price
cmem_cloud
● PLATFORM · relevance 79%
$30/mo Pro
-24% vs Pro median
ainative_studio
● PLATFORM · relevance 78%
$49/mo Pro
+24% vs Pro median
akyn_ai
● PLATFORM · relevance 78%
no public price
OOther1Ranked by relevance
MCP Shared Memory Hub
● OTHER · relevance 79%
no public price
FFrameworks1Ranked by relevance
agent_memory
● FRAMEWORK · relevance 79%
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.