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Market around kbdb

A local file-based knowledge base and MCP server that gives AI agents persistent, searchable memory through keyword, semantic, and hybrid search. Includes CLI and library APIs for Node.js and Deno.

Visit diko316.gitlab.io ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
kbdb · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
kbdb doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
85th pctile
405 strong substitutes
Price momentum · 30d
+1.0%
MCP servers · Pro median
$29/mo
5 priced · $19–$49 mid 50%
APIs · Pro median
$29/mo
3 priced · $29–$64 mid 50%
Price spectrum · Pro plans · 5 of 6 providers priced · log scale · $12 → $49/mo
MCP servers APIs◻ shaded = middle 50% · line = median (all types)kbdb has no comparable Pro price — not plotted

Products in this market

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

OOther4Ranked by relevance
kbdbthis listing
● OTHER · relevance 100%
no public price
aegisdb
● OTHER · relevance 83%
no public price
AI Agent Memory Cognis
● OTHER · relevance 83%
no public price
daimon_memory
● OTHER · relevance 83%
no public price
MMCP servers34Ranked by relevance
mcp_local_memory
● MCP · relevance 90%
no public price
marm_memory
● MCP · relevance 85%
no public price
connapse
● MCP · relevance 85%
no public price
CRBRO
● MCP · relevance 84%
no public price
awareness_local
● MCP · relevance 84%
no public price
remembrane
● MCP · relevance 84%
no public price
noema
● MCP · relevance 84%
no public price
neurodivergent_memory
● MCP · relevance 83%
no public price
AgentMemory
● MCP · relevance 83%
no public price
linksee_memory
● MCP · relevance 82%
no public price
persistent_ai_memory
● MCP · relevance 82%
no public price
ace_memory
● MCP · relevance 82%
no public price
AgentBay
● MCP · relevance 82%
no public price
prism_mcp
● MCP · relevance 82%
$19/mo Pro
-34% vs Pro median
brain_mcp
● MCP · relevance 82%
no public price
aidumem
● MCP · relevance 82%
no public price
memora
● MCP · relevance 82%
no public price
Memara Memory
● MCP · relevance 82%
$29/mo Pro
0% vs Pro median
remembra
● MCP · relevance 82%
$49/mo Pro
+69% vs Pro median
rekal
● MCP · relevance 82%
no public price
sqlite_memory_mcp
● MCP · relevance 81%
no public price
Tideline Memory
● MCP · relevance 81%
no public price
humaux_memory
● MCP · relevance 81%
no public price
post_cortex
● MCP · relevance 81%
no public price
mnema
● MCP · relevance 81%
no public price
memtomem
● MCP · relevance 81%
no public price
memex
● MCP · relevance 81%
no public price
mcp_memento
● MCP · relevance 80%
no public price
agentbrain
● MCP · relevance 80%
no public price
engram_mcp
● MCP · relevance 80%
no public price
llm_wiki_kit
● MCP · relevance 80%
no public price
memosaver
● MCP · relevance 80%
no public price
zikkaron
● MCP · relevance 80%
no public price
Hjarni
● MCP · relevance 80%
$12/mo Pro
-59% vs Pro median
FFrameworks8Ranked by relevance
m3_memory
● FRAMEWORK · relevance 87%
no public price
aingram
● FRAMEWORK · relevance 85%
no public price
lucid_memory
● FRAMEWORK · relevance 85%
no public price
wenlan
● FRAMEWORK · relevance 81%
no public price
memind
● FRAMEWORK · relevance 81%
no public price
codexfi
● FRAMEWORK · relevance 81%
no public price
agent_memory
● FRAMEWORK · relevance 81%
no public price
mama_os
● FRAMEWORK · relevance 80%
no public price
PPlatforms2Ranked by relevance
constellation_engine
● PLATFORM · relevance 82%
no public price
agentmemoryos
● PLATFORM · relevance 82%
no public price
AAPIs2Ranked by relevance
engram_memory
● API · relevance 80%
$29/mo Pro
0% vs Pro median
exabase
● API · relevance 80%
no Pro plan
entry $149/mo

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.