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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 2026-10-09.

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
85th pctile
582 competing vendors
Comparable listings · 30d
—
Price spectrum · Pro plans · 1 of 3 providers priced · log scale · $29 → $29/mo
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.

FFrameworks11Ranked by similarity
Aingramthis listing
● FRAMEWORK
no public price
Truememory
● FRAMEWORK91% similar
no public price
Memori
● FRAMEWORK90% similar
no public price
Mama Os
● FRAMEWORK90% similar
no public price
M3 Memory
● FRAMEWORK87% similar
no public price
TencentDB Agent Memory
● FRAMEWORK87% similar
no public price
Lucid Memory
● FRAMEWORK86% similar
no public price
Total Agent Memory
● FRAMEWORK85% similar
no Pro plan
entry $490/mo
Pensyve
● FRAMEWORK83% similar
no public price
Backlog
● FRAMEWORK82% similar
no public price
Yantrikdb
● FRAMEWORK82% similar
no public price
MMCP servers33Ranked by similarity
Remembrane
● MCP90% similar
no public price
local-memory
● MCP89% similar
no public price
Marm Memory
● MCP88% similar
no public price
Linksee Memory
● MCP87% similar
no Pro plan
entry $19/mo
Mcp Local Memory
● MCP86% similar
no public price
Engram
● MCP86% similar
no public price
MemPalace-rs
● MCP86% similar
no public price
Noema
● MCP86% similar
no public price
kbdb
● MCP85% similar
no public price
Memtomem
● MCP85% similar
no public price
Memcore Memory
● MCP84% similar
no public price
Sqlite Memory
● MCP84% similar
no public price
RE
repo-memory-mcp
● MCP84% similar
no public price
Connapse
● MCP84% similar
no public price
JARVIX Memory
● MCP84% similar
no public price
HyperMarrow MCP Server
● MCP84% similar
no public price
Membro
● MCP83% similar
no public price
Hippocampus MCP
● MCP83% similar
no public price
AgentMemory
● MCP83% similar
no public price
onememory
● MCP83% similar
no public price
Memora
● MCP83% similar
no public price
Zikkaron
● MCP82% similar
no public price
Agent Memory Engine
● MCP82% similar
no public price
MemoryD
● MCP82% similar
no public price
ME
Meniscus
● MCP82% similar
no public price
WhiteMagic
● MCP82% similar
no public price
MemBridge
● MCP82% similar
no public price
mcp-rag-memory
● MCP82% similar
no public price
Unified Memory MCP
● MCP82% similar
no public price
Rekal
● MCP82% similar
no public price
Clawmem
● MCP82% similar
no public price
MCP Server Memory SQLite
● MCP82% similar
no public price
Mindtrail
● MCP81% similar
no public price
PPlatforms2Ranked by similarity
Constellation Engine
● PLATFORM88% similar
no public price
Agentmemoryos
● PLATFORM83% similar
no public price
OOther3Ranked by similarity
Slowave
● OTHER86% similar
no public price
Daimon Memory
● OTHER83% similar
no public price
Super Agent Memory
● OTHER82% similar
no public price
AAPIs1Ranked by similarity
Engram Memory
● API83% similar
$29/mo Pro

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.