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Market around Agent Memory Leaderboard

A hosted benchmark and evaluation platform for comparing textual and coding-agent memory systems through standardized Add/Search APIs and public rankings.

Visit agentmemoryleaderboard.ai ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
Agent Memory Leaderboard · Pro
No Pro plan
—
Pro-platform median
—
insufficient comparable pricing
vs Pro platforms
No comparison
Agent Memory Leaderboard doesn't sell Pro
ⓘ Comparisons are same provider type (platform) and same buyer tier (Pro). Never across tiers.
Market density
16th pctile
9 strong substitutes
Price momentum · 31d
Flat
MCP servers · Pro median
$19/mo
1 priced · $19–$19 mid 50%
Platforms · Pro median
$30/mo
1 priced · $30–$30 mid 50%
Price spectrum · Pro plans · 2 of 6 providers priced · log scale · $19 → $30/mo
MCP servers Platforms◻ shaded = middle 50% · line = median (all types)Agent Memory Leaderboard has no comparable Pro price — not plotted

Products in this market

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

PPlatforms8Ranked by relevance
Agent Memory Leaderboardthis listing
● PLATFORM · relevance 100%
no public price
windows_agent_arena
● PLATFORM · relevance 70%
no public price
callimachus
● PLATFORM · relevance 68%
no public price
skill_optimizer
● PLATFORM · relevance 68%
no public price
ctf_agent_benchmark
● PLATFORM · relevance 68%
no public price
cmem_cloud
● PLATFORM · relevance 67%
$30/mo Pro
clawmark
● PLATFORM · relevance 65%
no public price
fiveonefour
● PLATFORM · relevance 65%
no public price
FFrameworks6Ranked by relevance
evalmonkey
● FRAMEWORK · relevance 72%
no public price
agent_memory
● FRAMEWORK · relevance 68%
no public price
hipocampus
● FRAMEWORK · relevance 67%
no public price
agentspec
● FRAMEWORK · relevance 66%
no public price
niceeval
● FRAMEWORK · relevance 66%
no public price
remindb
● FRAMEWORK · relevance 65%
no public price
MMCP servers26Ranked by relevance
lybrary_2
● MCP · relevance 70%
no public price
contextatlas
● MCP · relevance 69%
no public price
astryke_hub
● MCP · relevance 68%
no Pro plan
entry $12/mo
memosaver
● MCP · relevance 68%
no public price
awareness_local
● MCP · relevance 67%
no public price
rekal
● MCP · relevance 67%
no public price
remembrallmcp
● MCP · relevance 67%
no public price
memorix
● MCP · relevance 66%
no public price
srclight
● MCP · relevance 66%
no public price
AI Web Tester
● MCP · relevance 66%
no public price
ContextStream
● MCP · relevance 66%
$19/mo Pro
DE
deepresearch_bench_ii
● MCP · relevance 66%
no public price
mindkeg_mcp
● MCP · relevance 66%
no public price
gnosis_mcp
● MCP · relevance 66%
no public price
mcp_memento
● MCP · relevance 66%
no public price
guild
● MCP · relevance 66%
no public price
basemouse
● MCP · relevance 65%
no Pro plan
entry $29/mo
Kiokuko
● MCP · relevance 65%
no public price
engram_mcp
● MCP · relevance 65%
no public price
advanced_reasoning_mcp
● MCP · relevance 65%
no public price
codegraff
● MCP · relevance 65%
no Pro plan
entry $8/mo
CogMemory MCP Server
● MCP · relevance 65%
no public price
MemBridge
● MCP · relevance 65%
no public price
AI Dimag
● MCP · relevance 65%
no public price
connapse
● MCP · relevance 65%
no public price
threadctx
● MCP · relevance 65%
no Pro plan
entry $9/mo
OOther9Ranked by relevance
Agent Lightning
● OTHER · relevance 70%
no public price
clawbench
● OTHER · relevance 70%
no public price
swe_touch
● OTHER · relevance 70%
no public price
browser_use_challenge
● OTHER · relevance 69%
no public price
Data Eng Bench
● OTHER · relevance 68%
no public price
boundarybench
● OTHER · relevance 67%
no public price
maverik
● OTHER · relevance 67%
no public price
floop
● OTHER · relevance 66%
no public price
NexusMem
● OTHER · relevance 65%
no public price
AAgents1Ranked by relevance
docmancer_2
● AGENT · relevance 67%
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.