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Market around constellation_engine

Local-first AI agent platform with persistent memory that grows across sessions. Uses graph-based recall and decay mechanisms to give agents continuity and identity without cloud dependency.

Visit constellation-engine.com ↗Pricing page ↗
Pricing (0 buyer tiers · 1 plan)
Free plan available Free
As parsed from constellation-engine.com/ on 2026-08-24.

Explore the market

Prices and medians update for the tier you select.

Compare at
Constellation Engine · Pro
No Pro plan
—
Pro-platform median
—
insufficient comparable pricing
vs Pro platforms
No comparison
Constellation Engine doesn't sell Pro
ⓘ Comparisons are same provider type (platform) and same buyer tier (Pro). Never across tiers.
Market density
87th pctile
465 strong substitutes
Price momentum · 31d
Flat
MCP servers · Pro median
$29/mo
5 priced · $19–$49 mid 50%
APIs · Pro median
$29/mo
3 priced · $29–$64 mid 50%
Frameworks · Pro median
$24.99/mo
3 priced · $17.49–$137 mid 50%
Price spectrum · Pro plans · 7 of 11 providers priced · log scale · $9.99 → $249/mo
MCP servers APIs Frameworks◻ shaded = middle 50% · line = median (all types)Constellation Engine has no comparable Pro price — not plotted

Products in this market

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

PPlatforms5Ranked by relevance
constellation_enginethis listing
● PLATFORM · relevance 100%
no public price
agentmemoryos
● PLATFORM · relevance 88%
no public price
aterna_ai
● PLATFORM · relevance 86%
no Pro plan
entry $1499/mo
signetai
● PLATFORM · relevance 82%
no public price
selene
● PLATFORM · relevance 81%
no public price
FFrameworks17Ranked by relevance
total_agent_memory
● FRAMEWORK · relevance 92%
no public price
lucid_memory
● FRAMEWORK · relevance 89%
no public price
aingram
● FRAMEWORK · relevance 88%
no public price
truememory
● FRAMEWORK · relevance 86%
no public price
Mem0
● FRAMEWORK · relevance 86%
$249/mo Pro
+896% vs Pro median
adam_framework
● FRAMEWORK · relevance 85%
no public price
nowledge_mem
● FRAMEWORK · relevance 85%
$9.99/mo Pro
-60% vs Pro median
mama_os
● FRAMEWORK · relevance 85%
no public price
jarvis_orb
● FRAMEWORK · relevance 85%
no public price
pensyve
● FRAMEWORK · relevance 84%
no Pro plan
entry $99/mo
mnemon
● FRAMEWORK · relevance 84%
no public price
backlog
● FRAMEWORK · relevance 84%
no public price
m3_memory
● FRAMEWORK · relevance 84%
no public price
same
● FRAMEWORK · relevance 82%
no public price
shokunin
● FRAMEWORK · relevance 82%
no public price
tencentdb_agent_memory
● FRAMEWORK · relevance 82%
no public price
mori
● FRAMEWORK · relevance 82%
no public price
MMCP servers23Ranked by relevance
mcp_local_memory
● MCP · relevance 87%
no public price
noema
● MCP · relevance 86%
no public price
Saor
● MCP · relevance 85%
no public price
toon_memory
● MCP · relevance 85%
no public price
remembrane
● MCP · relevance 85%
no public price
linksee_memory
● MCP · relevance 85%
no public price
0Latency Memory
● MCP · relevance 84%
$29/mo Pro
0% vs Pro median
memora
● MCP · relevance 84%
no public price
zikkaron
● MCP · relevance 84%
no public price
MI
MiFactory
● MCP · relevance 84%
no Pro plan
entry $10/mo
AgentMemory
● MCP · relevance 83%
no public price
Synapse Layer (Synapse Protocol)
● MCP · relevance 83%
$19/mo Pro
-34% vs Pro median
XMemo
● MCP · relevance 83%
no public price
ace_memory
● MCP · relevance 83%
no public price
CRBRO
● MCP · relevance 82%
no public price
prism_mcp
● MCP · relevance 82%
$19/mo Pro
-34% vs Pro median
remembra
● MCP · relevance 82%
$49/mo Pro
+69% vs Pro median
Agent Memory MCP - Persistent Memory for AI Agents
● MCP · relevance 82%
no Pro plan
entry $49/mo
yourmemory
● MCP · relevance 82%
no public price
aidumem
● MCP · relevance 82%
no public price
hindsight
● MCP · relevance 82%
no public price
memtomem
● MCP · relevance 81%
no public price
connapse
● MCP · relevance 81%
no public price
AAPIs4Ranked by relevance
ourmem
● API · relevance 85%
no public price
engram_memory
● API · relevance 84%
$29/mo Pro
0% vs Pro median
maximem_synap
● API · relevance 83%
no public price
mindset_agent_memory
● API · relevance 82%
no public price
OOther1Ranked by relevance
tl_pams
● OTHER · relevance 84%
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.