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Market around aingram

Local-first AI agent memory layer with hybrid vector + FTS5 search, knowledge graphs, and MCP support. Single SQLite file, zero cloud. 95.5% recall@10 on LongMemEval-S.

Visit aingram.dev ↗Pricing page ↗
Pricing (0 buyer tiers · 1 plan)
Free plan available Free
As parsed from aingram.dev/ on 2026-08-25.

Explore the market

Prices and medians update for the tier you select.

Compare at
aingram · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
aingram doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
82nd pctile
343 strong substitutes
Price momentum · 31d
Flat
MCP servers · Pro median
$49/mo
3 priced · $34–$49 mid 50%
APIs · Pro median
$29/mo
3 priced · $29–$64 mid 50%
Price spectrum · Pro plans · 3 of 4 providers priced · log scale · $19 → $49/mo
MCP servers APIs◻ shaded = middle 50% · line = median (all types)aingram has no comparable Pro price — not plotted

Products in this market

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

FFrameworks17Ranked by relevance
aingramthis listing
● FRAMEWORK · relevance 100%
no public price
truememory
● FRAMEWORK · relevance 91%
no public price
mama_os
● FRAMEWORK · relevance 90%
no public price
m3_memory
● FRAMEWORK · relevance 87%
no public price
lucid_memory
● FRAMEWORK · relevance 86%
no public price
total_agent_memory
● FRAMEWORK · relevance 85%
no public price
tencentdb_agent_memory
● FRAMEWORK · relevance 83%
no public price
backlog
● FRAMEWORK · relevance 82%
no public price
yantrikdb
● FRAMEWORK · relevance 82%
no public price
dakera
● FRAMEWORK · relevance 81%
no public price
same
● FRAMEWORK · relevance 81%
no public price
memwire
● FRAMEWORK · relevance 81%
no public price
mnemon
● FRAMEWORK · relevance 80%
no public price
pensyve
● FRAMEWORK · relevance 80%
no Pro plan
entry $99/mo
adam_framework
● FRAMEWORK · relevance 80%
no public price
agent_memory
● FRAMEWORK · relevance 80%
no public price
jarvis_orb
● FRAMEWORK · relevance 79%
no public price
MMCP servers28Ranked by relevance
remembrane
● MCP · relevance 90%
no public price
marm_memory
● MCP · relevance 88%
no public price
linksee_memory
● MCP · relevance 87%
no public price
mcp_local_memory
● MCP · relevance 86%
no public price
engram_mcp
● MCP · relevance 86%
no public price
noema
● MCP · relevance 86%
no public price
memtomem
● MCP · relevance 85%
no public price
sqlite_memory_mcp
● MCP · relevance 84%
no public price
connapse
● MCP · relevance 84%
no public price
membro
● MCP · relevance 83%
no public price
AgentMemory
● MCP · relevance 83%
no public price
memora
● MCP · relevance 83%
no public price
zikkaron
● MCP · relevance 82%
no public price
Meniscus
● MCP · relevance 82%
no public price
rekal
● MCP · relevance 82%
no public price
clawmem
● MCP · relevance 82%
no public price
ace_memory
● MCP · relevance 81%
no public price
prism_mcp
● MCP · relevance 81%
$19/mo Pro
-61% vs Pro median
aidumem
● MCP · relevance 81%
no public price
CRBRO
● MCP · relevance 80%
no public price
Semantic Memory Weaver
● MCP · relevance 80%
no public price
codex_agent_mem
● MCP · relevance 80%
no public price
memento
● MCP · relevance 80%
no public price
memosaver
● MCP · relevance 80%
no public price
persistent_ai_memory
● MCP · relevance 80%
no public price
CogMemory MCP Server
● MCP · relevance 80%
no public price
WanYi Memory Core
● MCP · relevance 79%
no public price
remembra
● MCP · relevance 79%
$49/mo Pro
0% vs Pro median
PPlatforms2Ranked by relevance
constellation_engine
● PLATFORM · relevance 88%
no public price
agentmemoryos
● PLATFORM · relevance 83%
no public price
AAPIs1Ranked by relevance
engram_memory
● API · relevance 83%
$29/mo Pro
0% vs Pro median
OOther2Ranked by relevance
daimon_memory
● OTHER · relevance 83%
no public price
Tideline Memory
● OTHER · relevance 80%
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.