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Market around Ingot

Open-source structured memory for AI agents. Stores tool results and documents in Postgres and Parquet, making them queryable with SQL, text search, dashboards, and optional embeddings, summaries, and OCR.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Ingot · Pro
No Pro plan
—
Pro-provider median
—
insufficient comparable pricing
vs Pro providers
No comparison
Ingot doesn't sell Pro
ⓘ Comparisons are same provider type (provider) and same buyer tier (Pro). Never across tiers.
Market density
74th pctile
290 competing vendors
Comparable listings · 30d
—
MCP servers · Pro median
$34/mo
8 priced · $28–$57.24 mid 50%
Price spectrum · Pro plans · 7 of 9 providers priced · log scale · $4.99 → $1800/mo
MCP servers Other◻ shaded = middle 50% · line = median (all types)Ingot has no comparable Pro price — not plotted

Products in this market

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

OOther7Ranked by similarity
Ingotthis listing
● OTHER
no public price
AE
aegisdb
● OTHER77% similar
no public price
daimon_memory
● OTHER76% similar
no public price
tidb_agentic_ai
● OTHER75% similar
$1800/mo Pro
Inillucent
● OTHER75% similar
no public price
Akar
● OTHER74% similar
no public price
AI Agent Memory Cognis
● OTHER74% similar
no public price
MMCP servers38Ranked by similarity
nlqdb
● MCP86% similar
$25 usage Pro
not monthly-comparable
memini-ai
● MCP80% similar
no public price
Kardex
● MCP79% similar
no public price
AgeDB
● MCP78% similar
no public price
connapse
● MCP78% similar
no public price
ME
Meniscus
● MCP78% similar
no public price
OneDroid Engram
● MCP78% similar
no public price
Shared Agent Memory
● MCP77% similar
no public price
ReasonGraph
● MCP77% similar
no public price
CogMemory MCP Server
● MCP76% similar
no public price
sqlite_memory_mcp
● MCP76% similar
no public price
MCP-Memory
● MCP76% similar
no public price
sigil
● MCP75% similar
no public price
marm_memory
● MCP75% similar
no public price
richard_white_polydb
● MCP75% similar
$39/mo Pro
+15% vs Pro median
memosaver
● MCP75% similar
no public price
Maindex Expert Memory Service
● MCP75% similar
$49.99/mo Pro
+47% vs Pro median
motecloud_memory
● MCP75% similar
$99/mo Pro
+191% vs Pro median
Kiokuko
● MCP75% similar
no public price
Tideline Memory
● MCP75% similar
no public price
linksee_memory
● MCP75% similar
no Pro plan
entry $19/mo
SQAI MCP
● MCP75% similar
no public price
noema
● MCP75% similar
no public price
Friday
● MCP75% similar
no public price
james_esah_ultramemory
● MCP75% similar
$29/mo Pro
-15% vs Pro median
RCLL
● MCP75% similar
no public price
tablefox
● MCP75% similar
no public price
remembrane
● MCP74% similar
no public price
thingd
● MCP74% similar
no public price
ai-context-flow
● MCP74% similar
no public price
obsidian_graph
● MCP74% similar
no public price
Mnemos
● MCP74% similar
no public price
kbdb
● MCP74% similar
no public price
remembra
● MCP74% similar
$29/mo Pro
-15% vs Pro median
projectbrain-mcp
● MCP74% similar
no public price
CentricMem
● MCP74% similar
$4.99/mo Pro
-85% vs Pro median
Unified Memory MCP
● MCP74% similar
no public price
kb
● MCP74% similar
no public price
FFrameworks3Ranked by similarity
recall
● FRAMEWORK77% similar
no public price
memind
● FRAMEWORK75% similar
no public price
dakera
● FRAMEWORK74% similar
no public price
PPlatforms2Ranked by similarity
weave
● PLATFORM75% similar
no public price
pond_2
● PLATFORM75% similar
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.