Agent Memory Systems
Query this niche via MCP
niche_report({ niche: "agent-memory-systems" })Agents · median
$99/mo
MCP servers · median
$29/mo
3.4×
Agents cost 3.4× MCPs across all tiers — median $99 vs $29. Two different markets; a blended figure would mislead either buyer.
All plans — Agents vs MCPs
each dot = one provider · log scaleAgents $99
scritty · $3
Maximem Synap · $19
mentedb · $19
weavable · $20
senselab · $29
leanctx · $9
memtrace · $12
Engram Memory · $29
memclaw · $41
mentedb · $49
specify · $60
senselab · $149
falkordb · $212
Maximem Synap · $249
scritty · $500
Tidb Agentic Ai · $1,800
Agent Magnet · $20
mentedb · $99
pensyve · $99
exabase · $149
Engram Memory · $199
memclaw · $333
Maximem Synap · $999
Engram Memory · $2,000
scritty · $2,500
MCP servers $29
agentmemo · $4
Humaux Memory · $5
Nocal Mcp · $7
Memara Memory · $9
neurostack · $9
memsprout · $10
expert · $15
basemouse · $29
Motecloud Memory · $29
Contextstream Mcp Server · $49
Agent Memory Mcp · $49
tmpstate · $5
memplato · $5
conxt · $9
achriom · $10
deerdawn · $10
hjarni · $10
memoraeu · $10
gitwhy · $12
Synapse Protocol · $19
Contextstream Mcp Server · $19
Omega Memory · $19
toolbelt · $29
Memara Memory · $29
neurostack · $29
Undisk Mcp · $29
liminary · $29
Mnemoverse Memory Mcp · $29
James Esah Ultramemory · $29
penfield · $30
Prism Mcp · $34
capturemcp · $34
threadline · $49
remembra · $49
expert · $50
Motecloud Memory · $99
gitwhy · $24
toolbelt · $89
Undisk Mcp · $99
basemouse · $99
Mnemoverse Memory Mcp · $149
Agent Memory Mcp · $149
remembra · $199
James Esah Ultramemory · $249
threadline · $299
Prism Mcp · $99
Agent Memory Mcp · $399
James Esah Ultramemory · $999
$5
$10
$25
$50
$100
$250
$500
$1,000
$2,500
AgentsMCP serversshaded = middle half · line = median
All plans
73 pricedProvidervs its cohort medianMonthly
scrittyagent
$3 below
agentmemomcp
$4 below
Humaux Memorymcp
$5 below
tmpstatemcp
$5 below
memplatomcp
$5 below
Nocal Mcpmcp
$7 below
leanctxagent
$9 below
Memara Memorymcp
$9 below
neurostackmcp
$9 below
conxtmcp
$9 below
memsproutmcp
$10 below
achriommcp
$10 below
deerdawnmcp
$10 below
hjarnimcp
$10 below
memoraeumcp
$10 below
memtraceagent
$12 below
gitwhymcp
$12 below
expertmcp
$15 below
Maximem Synapagent
$19 below
mentedbagent
$19 below
Synapse Protocolmcp
$19 below
Contextstream Mcp Servermcp
$19 below
Omega Memorymcp
$19 below
weavableagent
$20 below
Agent Magnetagent
$20 below
gitwhymcp
$24 below
senselabagent
$29 below
Engram Memoryagent
$29 below
basemousemcp
$29 ~median
Motecloud Memorymcp
$29 ~median
toolbeltmcp
$29 ~median
Memara Memorymcp
$29 ~median
neurostackmcp
$29 ~median
Undisk Mcpmcp
$29 ~median
liminarymcp
$29 ~median
Mnemoverse Memory Mcpmcp
$29 ~median
James Esah Ultramemorymcp
$29 ~median
penfieldmcp
$30 ~median
Prism Mcpmcp
$34 above
capturemcpmcp
$34 above
memclawagent
$41 below
mentedbagent
$49 below
Contextstream Mcp Servermcp
$49 above
Agent Memory Mcpmcp
$49 above
threadlinemcp
$49 above
remembramcp
$49 above
expertmcp
$50 above
specifyagent
$60 below
toolbeltmcp
$89 above
mentedbagent
$99 ~median
pensyveagent
$99 ~median
Motecloud Memorymcp
$99 above
Undisk Mcpmcp
$99 above
basemousemcp
$99 above
Prism Mcpmcp
$99 above
senselabagent
$149 above
exabaseagent
$149 above
Mnemoverse Memory Mcpmcp
$149 above
Agent Memory Mcpmcp
$149 above
Engram Memoryagent
$199 above
remembramcp
$199 above
falkordbagent
$212 above
Maximem Synapagent
$249 above
James Esah Ultramemorymcp
$249 above
threadlinemcp
$299 above
memclawagent
$333 above
Agent Memory Mcpmcp
$399 above
scrittyagent
$500 above
Maximem Synapagent
$999 above
James Esah Ultramemorymcp
$999 above
Tidb Agentic Aiagent
$1,800 above
Engram Memoryagent
$2,000 above
scrittyagent
$2,500 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
This page is the human view of the MCP answer. The same structured `niche_report` / `price_benchmark` an agent receives over MCP or REST.
niche_reportprice_benchmark
See the MCP response behind this pageniche_report
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"monthly_usd": 19.37
},
{
"provider": "capturemcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "€42.99 /month",
"monthly_usd": 49.01
},
{
"provider": "contextstream_mcp_server",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$19/mo",
"monthly_usd": 19
},
{
"provider": "contextstream_mcp_server",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$49/mo",
"monthly_usd": 49
},
{
"provider": "conxt",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$9 per month",
"monthly_usd": 9
},
{
"provider": "deerdawn",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$10/mo",
"monthly_usd": 10
},
{
"provider": "engram_memory",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "Starting at $29 /mo",
"monthly_usd": 29
},
{
"provider": "engram_memory",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "Starting at $199 /mo",
"monthly_usd": 199
},
{
"provider": "engram_memory",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "Custom; $2,000+/mo",
"monthly_usd": 2000
},
{
"provider": "exabase",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$149/mo",
"monthly_usd": 149
},
{
"provider": "expert",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$14.99/mo",
"monthly_usd": 14.99
},
{
"provider": "expert",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$49.99/mo",
"monthly_usd": 49.99
},
{
"provider": "falkordb",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "From $73/1GB/Month",
"monthly_usd": 73
},
{
"provider": "falkordb",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "From $350/8GB/Month",
"monthly_usd": 350
},
{
"provider": "gitwhy",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$12/month",
"monthly_usd": 12
},
{
"provider": "gitwhy",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$24/month",
"monthly_usd": 24
},
{
"provider": "hjarni",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "€9/month",
"monthly_usd": 10.26
},
{
"provider": "humaux_memory",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$5 / mo",
"monthly_usd": 5
},
{
"provider": "james_esah_ultramemory",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$29/mo",
"monthly_usd": 29
},
{
"provider": "james_esah_ultramemory",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$99/mo",
"monthly_usd": 99
},
{
"provider": "james_esah_ultramemory",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$399/mo",
"monthly_usd": 399
},
{
"provider": "james_esah_ultramemory",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$999/mo",
"monthly_usd": 999
},
{
"provider": "leanctx",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$9 /mo",
"monthly_usd": 9
},
{
"provider": "liminary",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$29 per month",
"monthly_usd": 29
},
{
"provider": "maximem_synap",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$19 /month",
"monthly_usd": 19
},
{
"provider": "maximem_synap",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$249 /month",
"monthly_usd": 249
},
{
"provider": "maximem_synap",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$999 /month",
"monthly_usd": 999
},
{
"provider": "memara_memory",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$9 /month",
"monthly_usd": 9
},
{
"provider": "memara_memory",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$29 /month",
"monthly_usd": 29
},
{
"provider": "memclaw",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$41/ mo",
"monthly_usd": 41
},
{
"provider": "memclaw",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$333/ mo",
"monthly_usd": 333
},
{
"provider": "memoraeu",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "€9 / month",
"monthly_usd": 10.26
},
{
"provider": "memplato",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$5/mo",
"monthly_usd": 5
},
{
"provider": "memsprout",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$10 / month",
"monthly_usd": 10
},
{
"provider": "memtrace",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$9/ month",
"monthly_usd": 9
},
{
"provider": "memtrace",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$15/ month",
"monthly_usd": 15
},
{
"provider": "mentedb",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$19 /month",
"monthly_usd": 19
},
{
"provider": "mentedb",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$49 /month",
"monthly_usd": 49
},
{
"provider": "mentedb",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$99 /month",
"monthly_usd": 99
},
{
"provider": "mnemoverse_memory_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$29 /mo",
"monthly_usd": 29
},
{
"provider": "mnemoverse_memory_mcp",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$149 /mo",
"monthly_usd": 149
},
{
"provider": "motecloud_memory",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$29/mo",
"monthly_usd": 29
},
{
"provider": "motecloud_memory",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$99/mo",
"monthly_usd": 99
},
{
"provider": "neurostack",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$9/mo",
"monthly_usd": 9
},
{
"provider": "neurostack",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$29/mo",
"monthly_usd": 29
},
{
"provider": "neurostack",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$50/yr",
"monthly_usd": 4.17
},
{
"provider": "neurostack",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$10/mo",
"monthly_usd": 10
},
{
"provider": "nocal_mcp",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$4.99 /mo",
"monthly_usd": 4.99
},
{
"provider": "nocal_mcp",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$9.99 /mo",
"monthly_usd": 9.99
},
{
"provider": "omega_memory",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$19/month",
"monthly_usd": 19
},
{
"provider": "penfield",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$20/month",
"monthly_usd": 20
},
{
"provider": "penfield",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$40/month",
"monthly_usd": 40
},
{
"provider": "pensyve",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$99 /month",
"monthly_usd": 99
},
{
"provider": "prism_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$19/mo",
"monthly_usd": 19
},
{
"provider": "prism_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$49/mo",
"monthly_usd": 49
},
{
"provider": "prism_mcp",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$99/mo",
"monthly_usd": 99
},
{
"provider": "remembra",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$49 /mo",
"monthly_usd": 49
},
{
"provider": "remembra",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$199 /mo",
"monthly_usd": 199
},
{
"provider": "scritty",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$39.99/yr",
"monthly_usd": 3.33
},
{
"provider": "scritty",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$249.99 / mo",
"monthly_usd": 249.99
},
{
"provider": "scritty",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$749.99 / mo",
"monthly_usd": 749.99
},
{
"provider": "scritty",
"tier": "enterprise",
"billing": "monthly",
"unit": "flat",
"price": "$2,500+ / mo",
"monthly_usd": 2500
},
{
"provider": "senselab",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$29 / month",
"monthly_usd": 29
},
{
"provider": "senselab",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$149 / month",
"monthly_usd": 149
},
{
"provider": "specify",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$20 /mo",
"monthly_usd": 20
},
{
"provider": "specify",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$100 /mo",
"monthly_usd": 100
},
{
"provider": "synapse_protocol",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$19 /mo",
"monthly_usd": 19
},
{
"provider": "threadline",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$49 /mo",
"monthly_usd": 49
},
{
"provider": "threadline",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$299 /mo",
"monthly_usd": 299
},
{
"provider": "tidb_agentic_ai",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$1800 / month",
"monthly_usd": 1800
},
{
"provider": "tmpstate",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$8/month",
"monthly_usd": 8
},
{
"provider": "tmpstate",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$1.50/month",
"monthly_usd": 1.5
},
{
"provider": "toolbelt",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$29/mo",
"monthly_usd": 29
},
{
"provider": "toolbelt",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$89/mo",
"monthly_usd": 89
},
{
"provider": "undisk_mcp",
"tier": "pro",
"billing": "monthly",
"unit": "flat",
"price": "$29 per month",
"monthly_usd": 29
},
{
"provider": "undisk_mcp",
"tier": "team_sme",
"billing": "monthly",
"unit": "flat",
"price": "$99 per month",
"monthly_usd": 99
},
{
"provider": "weavable",
"tier": "individual",
"billing": "monthly",
"unit": "flat",
"price": "$20/mo",
"monthly_usd": 20
}
]
},
{
"billing": "monthly",
"unit": "per_seat",
"count": 8,
"offers": [
{
"provider": "bhived",
"tier": "team_sme",
"billing": "monthly",
"unit": "per_seat",
"price": "$15/seat/mo",
"monthly_usd": 15
},
{
"provider": "bhived",
"tier": "team_sme",
"billing": "monthly",
"unit": "per_seat",
"price": "$150/seat/yr",
"monthly_usd": 12.5
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{
"provider": "conxt",
"tier": "team_sme",
"billing": "monthly",
"unit": "per_seat",
"price": "$25 per seat / month",
"monthly_usd": 25
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{
"provider": "hjarni",
"tier": "team_sme",
"billing": "monthly",
"unit": "per_seat",
"price": "€18/seat/month",
"monthly_usd": 20.52
},
{
"provider": "leanctx",
"tier": "team_sme",
"billing": "monthly",
"unit": "per_seat",
"price": "$18 /seat/month",
"monthly_usd": 18
},
{
"provider": "memtrace",
"tier": "team_sme",
"billing": "monthly",
"unit": "per_seat",
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"monthly_usd": 29
},
{
"provider": "threadctx",
"tier": "team_sme",
"billing": "monthly",
"unit": "per_seat",
"price": "$108/seat billed annually",
"monthly_usd": 9
},
{
"provider": "willder",
"tier": "team_sme",
"billing": "monthly",
"unit": "per_seat",
"price": "$99/seat / month",
"monthly_usd": 99
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]
},
{
"billing": "monthly",
"unit": "per_user",
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"offers": [
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"provider": "contextstream_mcp_server",
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"unit": "per_user",
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"monthly_usd": 79
},
{
"provider": "liminary",
"tier": "team_sme",
"billing": "monthly",
"unit": "per_user",
"price": "$50 per user per month",
"monthly_usd": 50
},
{
"provider": "memoraeu",
"tier": "team_sme",
"billing": "monthly",
"unit": "per_user",
"price": "€29 / month / user",
"monthly_usd": 33.06
},
{
"provider": "memsprout",
"tier": "team_sme",
"billing": "monthly",
"unit": "per_user",
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{
"billing": "one_time",
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"offers": [
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{
"provider": "mxlore",
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"monthly_usd": null
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{
"provider": "scritty",
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"price": "$99.99 once",
"monthly_usd": null
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{
"provider": "tmpstate",
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"monthly_usd": null
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{
"provider": "tmpstate",
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"monthly_usd": null
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{
"provider": "tmpstate",
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{
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"provider": "agent_memory_api",
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{
"provider": "agent_memory_api",
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{
"provider": "agent_memory_api",
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{
"provider": "agent_memory_api",
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{
"provider": "agent_memory_api",
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{
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{
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{
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{
"provider": "invinoveritas",
"tier": "team_sme",
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{
"provider": "invinoveritas",
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},
{
"provider": "invinoveritas",
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"monthly_usd": null
},
{
"provider": "invinoveritas",
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"price": "≈1 sat/KB (min 20)",
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{
"provider": "invinoveritas",
"tier": "team_sme",
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"monthly_usd": null
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{
"provider": "invinoveritas",
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"price": "500 sats fetch/text; 1500 sats screenshot; 2000 sats multi-step",
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{
"provider": "invinoveritas",
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"price": "700 sats per sandboxed job",
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{
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{
"provider": "invinoveritas",
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{
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{
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{
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{
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{
"provider": "tidb_agentic_ai",
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{
"provider": "ai_agent_memory_cognis",
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},
{
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{
"provider": "basemouse",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "callimachus",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Let's talk",
"monthly_usd": null
},
{
"provider": "capturemcp",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact us",
"monthly_usd": null
},
{
"provider": "engram_memory",
"tier": "individual",
"billing": "unspecified_period",
"unit": "flat",
"price": "$9",
"monthly_usd": null
},
{
"provider": "engram_memory",
"tier": "pro",
"billing": "unspecified_period",
"unit": "flat",
"price": "$29",
"monthly_usd": null
},
{
"provider": "engram_memory",
"tier": "pro",
"billing": "unspecified_period",
"unit": "flat",
"price": "$99",
"monthly_usd": null
},
{
"provider": "engram_memory",
"tier": "team_sme",
"billing": "unspecified_period",
"unit": "flat",
"price": "$179",
"monthly_usd": null
},
{
"provider": "exabase",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "falkordb",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Tailored Pricing",
"monthly_usd": null
},
{
"provider": "forgein",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "gitwhy",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "leanctx",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "maximem_synap",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "memclaw",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Let's talk",
"monthly_usd": null
},
{
"provider": "memoraeu",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "memsprout",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom pricing",
"monthly_usd": null
},
{
"provider": "memtrace",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Request access",
"monthly_usd": null
},
{
"provider": "mnemoverse_memory_mcp",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "pensieve",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact sales",
"monthly_usd": null
},
{
"provider": "pensyve",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "remembra",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "synapse_protocol",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact us",
"monthly_usd": null
},
{
"provider": "tacnode_agent_memory",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "TALK TO SALES",
"monthly_usd": null
},
{
"provider": "threadctx",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Custom",
"monthly_usd": null
},
{
"provider": "toolbelt",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "custom pricing",
"monthly_usd": null
},
{
"provider": "weavable",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact us",
"monthly_usd": null
},
{
"provider": "weavable",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Contact us",
"monthly_usd": null
},
{
"provider": "widemem",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Talk to us",
"monthly_usd": null
},
{
"provider": "widemem",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Talk to us",
"monthly_usd": null
},
{
"provider": "widemem",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Talk to us",
"monthly_usd": null
},
{
"provider": "willder",
"tier": "enterprise",
"billing": "unspecified_period",
"unit": "flat",
"price": "Let's talk",
"monthly_usd": null
}
]
}
],
"coverage": {
"priced_providers": 58,
"normalized_observations": 97,
"comparable_providers": 49,
"strict_cohorts": 6,
"exclusion_reasons": {
"ambiguous_cadence": 32,
"unrankable_or_unparseable": 2,
"usage_not_monthly": 25,
"one_time": 6
}
}
}
},
"billingMix": {
"freemium": 46,
"free": 22,
"subscription": 9,
"usage": 4,
"one-time": 1,
"contact_sales": 2
},
"freeTierShare": 0.81,
"medianLowestUsd": 19
},
"movement": {
"niche": "agent-memory-systems",
"sector": "developer-tools-infra",
"pricedNow": 50,
"pairs": 47,
"repriced": [
{
"handle": "hjarni",
"from": 10.36,
"to": 10.38,
"pct": 0.2
},
{
"handle": "memoraeu",
"from": 10.36,
"to": 10.38,
"pct": 0.2
},
{
"handle": "mxlore",
"from": 459.28,
"to": 460.04,
"pct": 0.2
},
{
"handle": "capturemcp",
"from": 19.56,
"to": 19.59,
"pct": 0.2
}
],
"newlyPriced": [
"maximem_synap",
"leanctx",
"humaux_memory"
],
"droppedFromPriced": [
"truememory"
],
"likeForLikePct": 0,
"kind": "mixed",
"narrative": "Repricing + composition: 4 agents repriced — all up (avg +0%); 3 newly published pricing; 1 stopped showing a public price."
},
"index_series": {
"series": [
{
"day": "2026-07-09",
"index": 100,
"pairs": 55,
"dayChangePct": 0
},
{
"day": "2026-07-10",
"index": 100,
"pairs": 52,
"dayChangePct": 0
},
{
"day": "2026-07-11",
"index": 100,
"pairs": 46,
"dayChangePct": 0
},
{
"day": "2026-07-12",
"index": 100,
"pairs": 45,
"dayChangePct": 0
},
{
"day": "2026-07-13",
"index": 100,
"pairs": 66,
"dayChangePct": 0
},
{
"day": "2026-07-14",
"index": 100,
"pairs": 75,
"dayChangePct": 0
},
{
"day": "2026-07-15",
"index": 100,
"pairs": 72,
"dayChangePct": 0
},
{
"day": "2026-07-16",
"index": 100,
"pairs": 71,
"dayChangePct": 0
},
{
"day": "2026-07-17",
"index": 100,
"pairs": 71,
"dayChangePct": 0
},
{
"day": "2026-07-18",
"index": 100,
"pairs": 65,
"dayChangePct": 0
},
{
"day": "2026-07-19",
"index": 100,
"pairs": 73,
"dayChangePct": 0
},
{
"day": "2026-07-20",
"index": 100,
"pairs": 75,
"dayChangePct": 0
},
{
"day": "2026-07-21",
"index": 100,
"pairs": 79,
"dayChangePct": 0
},
{
"day": "2026-07-22",
"index": 100,
"pairs": 77,
"dayChangePct": 0
},
{
"day": "2026-07-23",
"index": 100,
"pairs": 76,
"dayChangePct": 0
},
{
"day": "2026-07-24",
"index": 100,
"pairs": 74,
"dayChangePct": 0
},
{
"day": "2026-07-25",
"index": 100,
"pairs": 75,
"dayChangePct": 0
},
{
"day": "2026-07-26",
"index": 100,
"pairs": 79,
"dayChangePct": 0
},
{
"day": "2026-07-27",
"index": 100,
"pairs": 77,
"dayChangePct": 0
},
{
"day": "2026-07-28",
"index": 100,
"pairs": 78,
"dayChangePct": 0
},
{
"day": "2026-07-29",
"index": 100,
"pairs": 75,
"dayChangePct": 0
},
{
"day": "2026-07-30",
"index": 100,
"pairs": 75,
"dayChangePct": 0
},
{
"day": "2026-07-31",
"index": 100,
"pairs": 76,
"dayChangePct": 0
},
{
"day": "2026-08-01",
"index": 100,
"pairs": 79,
"dayChangePct": 0
},
{
"day": "2026-08-02",
"index": 100,
"pairs": 80,
"dayChangePct": 0
},
{
"day": "2026-08-03",
"index": 100,
"pairs": 84,
"dayChangePct": 0
},
{
"day": "2026-08-04",
"index": 100,
"pairs": 88,
"dayChangePct": 0
},
{
"day": "2026-08-05",
"index": 100,
"pairs": 87,
"dayChangePct": 0
},
{
"day": "2026-08-06",
"index": 100,
"pairs": 87,
"dayChangePct": 0
},
{
"day": "2026-08-07",
"index": 100,
"pairs": 86,
"dayChangePct": 0
}
],
"latest": 100,
"day_change_pct": 0,
"methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
},
"top_agents": [
{
"agent_id": "achriom",
"name": "Achriom",
"url": "https://www.achriom.com/mcp",
"short_summary": "provides media library context and management tools for AI agents",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 9.99,
"monthly_usd": 9.99,
"headline": "Free tier, then from $9.99/mo",
"summary": "Free tier, then from $9.99/mo. Achriom offers a free plan with unlimited items and 10 AI messages monthly, while Pro costs $9.99 monthly or $99 annually."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "agent_memory_api",
"name": "agent-memory-api",
"url": "https://agent-memory-api-bix5.onrender.com",
"short_summary": "provides memory storage, recall, and trust verification infrastructure for AI agents",
"price": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "The Agent Memory & Trust API publicly lists endpoint-level usage pricing in USDC, with search result trust checks marked free and other endpoints priced from 0.03 to 0.20 USDC."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "agent_memory_mcp",
"name": "Agent Memory MCP - Persistent Memory for AI Agents",
"url": "https://agentmemory.space",
"short_summary": "provides persistent memory storage and retrieval for AI coding agents",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 49,
"monthly_usd": 49,
"headline": "From $49/mo",
"summary": "From $49/mo. Agentmemory lists three subscription plans billed annually at $588, $1,788, and $4,788 per year, equivalent to $49, $149, and $399 per month respectively."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "agentbay_memory",
"name": "AgentBay",
"url": "https://www.aiagentsbay.com",
"short_summary": "provides persistent memory storage and retrieval for AI coding agents across sessions",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "The homepage says StremAI is free to start with no credit card, but provides no public subscription price or permanent free-plan details."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "ai_agent_memory_cognis",
"name": "AI Agent Memory Cognis",
"url": "https://lyzr.ai/cognis",
"short_summary": "Provides a production-grade memory layer for AI agents, extracting facts from conversations, storing them, and surfacing relevant context across sessions",
"price": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "Lyzr uses usage-based pricing of $0.08 per agent run on its cloud or $0.03 per agent run for VPC/on-prem deployments, with LLM costs billed separately."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "ai_context_flow",
"name": "ai-context-flow",
"url": "https://docs.plurality.network/the-plurality-mcp-server",
"short_summary": "provides universal memory for AI agents and tools to save, organize and search context",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "aikogilpin_serac",
"name": "Serac",
"url": "https://serac.cloud",
"short_summary": "unclear",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "contextstream_mcp_server",
"name": "ContextStream",
"url": "https://contextstream.io/docs",
"short_summary": "provides persistent memory, semantic search, and knowledge graphs for AI-assisted technical work",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 19,
"monthly_usd": 19,
"headline": "Free tier, then from $19/mo",
"summary": "Free tier, then from $19/mo. ContextStream offers a free Starter plan, individual paid plans at $19 and $49 per month, and Team pricing at $79 per user per month with a three-seat minimum."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "dejaview",
"name": "Dejaview",
"url": "https://dejaview.io",
"short_summary": "provides persistent memory and knowledge graph storage for AI agents across sessions",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"evidence_quality": "high",
"upvotes": 0
},
{
"agent_id": "emem",
"name": "emem",
"url": "https://emem.dev/",
"short_summary": "provides verifiable, content-addressed memory of Earth locations with signed facts from satellite data and foundation models",
"price": {
"observed": true,
"billing": "free",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Free",
"summary": "The homepage exposes a $0 offer, but does not provide named plans or a billing period."
},
"evidence_quality": "high",
"upvotes": 0
}
],
"platforms_also_here": [
{
"agent_id": "a_modular_kingdom",
"name": "A Modular Kingdom",
"url": "https://github.com/MasihMoafi/A-Modular-Kingdom",
"short_summary": "Production-ready MCP server providing RAG with smart reindexing, persistent hierarchical memory, browser automation, and 27+ agentic tools for Claude Desktop,…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing for Elpis is shown on the repository homepage."
},
"home_niche": "agent-framework-open-source",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "aipaygen",
"name": "Aipaygen",
"url": "https://aipaygen.com/",
"short_summary": "Offers an extensive collection of utilities for research, web scraping, and professional content generation. Coordinates complex workflows by chaining tasks, m…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"home_niche": "agent-orchestration-platform",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "instar",
"name": "Instar",
"url": "https://instar.sh/",
"short_summary": "Coherence infrastructure for Claude Code that adds persistent memory, identity continuity, self-evolution capabilities, and autonomous operation. Transforms Cl…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public price found on the vendor site."
},
"home_niche": "self-evolving-agent-framework",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "kendr",
"name": "Kendr",
"url": "https://kendr.org",
"short_summary": "Workspace for deep research, agentic workflows, and reusable knowledge bases. Integrates research, multi-step agent execution, approvals, and persistent contex…",
"price": {
"observed": true,
"billing": "contact_sales",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Contact sales (no public price)",
"summary": "Kendr offers custom enterprise pricing through a pricing request rather than publishing self-serve plan rates."
},
"home_niche": "enterprise-knowledge-platform",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "letta",
"name": "Letta",
"url": "https://letta.com",
"short_summary": "provides a self-improving AI agent whose memory, identity, and capabilities evolve with experience; framework for building stateful LLM agents with long-term m…",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 20,
"monthly_usd": 20,
"headline": "Free tier, then from $20/mo",
"summary": "Free tier, then from $20/mo. Letta offers a freemium model with a free tier, paid plans starting at $20/month, and custom enterprise pricing."
},
"home_niche": "agent-framework-open-source",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "metaharness",
"name": "Metaharness",
"url": "https://github.com/ruvnet/agent-harness-generator",
"short_summary": "A factory for AI agent frameworks that generates custom agent harnesses from GitHub repos. Creates repo-aware CLIs, MCP servers, memory systems, and governance…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No reliable public pricing for MetaHarness is shown in the supplied website context."
},
"home_niche": "agent-framework-open-source",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "munesoft_agent",
"name": "Munesoft Agent",
"url": "https://github.com/munesoft/agent",
"short_summary": "A zero-dependency Node.js framework for building AI agents that parse intent, route validated tool calls, execute actions, verify results, repair failures, man…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing for Munesoft Agent is shown in the supplied context."
},
"home_niche": "agent-framework-open-source",
"also_covers": true,
"upvotes": 0
},
{
"agent_id": "neurolink",
"name": "Neurolink",
"url": "https://github.com/juspay/neurolink",
"short_summary": "TypeScript framework providing unified interface for 24+ LLM providers with MCP-native support (58+ servers), voice capabilities (TTS/STT/realtime), RAG, memor…",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "NeuroLink's public repository does not show product pricing, while the linked pricing page contains GitHub platform plans rather than NeuroLink pricing."
},
"home_niche": "agent-framework-open-source",
"also_covers": true,
"upvotes": 0
}
],
"page_url": "https://agentery.com/market/agent-memory-systems",
"summary": {
"niche": "agent-memory-systems",
"sector": "developer-tools-infra",
"pricing_by_provider_type": {
"headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $29/mo (25 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
"benchmarks": [
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "pro",
"buyer_tier_label": "Pro",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 25,
"reliability": "high",
"median": 29,
"p25": 10.26,
"p75": 30,
"status": "ok"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "pro",
"buyer_tier_label": "Pro",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 11,
"reliability": "medium",
"median": 60,
"p25": 35,
"p75": 230.25,
"status": "ok"
},
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "individual",
"buyer_tier_label": "Individual",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 11,
"reliability": "medium",
"median": 10,
"p25": 8.25,
"p75": 29,
"status": "ok"
},
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "team_sme",
"buyer_tier_label": "Team / SME",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 9,
"reliability": "medium",
"median": 149,
"p25": 99,
"p75": 199,
"status": "ok"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "team_sme",
"buyer_tier_label": "Team / SME",
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"pricing_unit_label": "flat monthly",
"comparable_provider_count": 7,
"reliability": "medium",
"median": 149,
"p25": 99,
"p75": 266,
"status": "ok"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "individual",
"buyer_tier_label": "Individual",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 5,
"reliability": "medium",
"median": 19,
"p25": 19,
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"status": "ok"
},
{
"provider_type": "mcp",
"provider_type_label": "MCP servers",
"buyer_tier": "enterprise",
"buyer_tier_label": "Enterprise",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 3,
"reliability": "low",
"median": 399,
"p25": null,
"p75": null,
"status": "median_only"
},
{
"provider_type": "agent",
"provider_type_label": "Agents",
"buyer_tier": "enterprise",
"buyer_tier_label": "Enterprise",
"pricing_unit": "flat",
"pricing_unit_label": "flat monthly",
"comparable_provider_count": 2,
"reliability": "low",
"median": null,
"p25": null,
"p75": null,
"status": "observed_offers_only",
"observed_offers": [
2000,
2500
]
}
],
"warnings": [],
"full_pricing_via": {
"tool": "price_benchmark",
"arguments": {
"niche": "agent-memory-systems"
},
"note": "add provider_type + buyer_tier for a specific cohort"
}
},
"page_url": "https://agentery.com/market/agent-memory-systems",
"counts": {
"listings_with_price_capture": 249,
"listings_with_observed_public_price": 84,
"providers_with_numeric_monthly_price_latest_scan": 50,
"like_for_like_comparable_pairs": 47
},
"movement": {
"d": {
"published": false,
"value_pct": null,
"held_reason": null
},
"w": {
"published": false,
"value_pct": null,
"held_reason": null
},
"m": {
"published": false,
"value_pct": null,
"held_reason": null
}
},
"pricing_version": "cohorts-1",
"pricing_status": "ok",
"pricing_by_tier": [
{
"tier": "individual",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 17,
"provider_count": 16,
"plan_observation_count": 19,
"data_confidence": 0.99,
"data_confidence_basis": {
"provider_component": 1,
"observation_component": 0.95,
"provider_count": 16,
"plan_observation_count": 19
},
"reliability": "high",
"members": [
{
"provider": "scritty",
"usd": 3.33
},
{
"provider": "agentmemo",
"usd": 4
},
{
"provider": "humaux_memory",
"usd": 5
},
{
"provider": "nocal_mcp",
"usd": 7.49
},
{
"provider": "memara_memory",
"usd": 9
},
{
"provider": "neurostack",
"usd": 9
},
{
"provider": "memsprout",
"usd": 10
},
{
"provider": "expert",
"usd": 14.99
},
{
"provider": "maximem_synap",
"usd": 19
},
{
"provider": "mentedb",
"usd": 19
},
{
"provider": "weavable",
"usd": 20
},
{
"provider": "basemouse",
"usd": 29
},
{
"provider": "motecloud_memory",
"usd": 29
},
{
"provider": "senselab",
"usd": 29
},
{
"provider": "contextstream_mcp_server",
"usd": 49
},
{
"provider": "agent_memory_mcp",
"usd": 49
}
],
"p25": 8.62,
"p75": 29
},
{
"tier": "pro",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 29,
"provider_count": 36,
"plan_observation_count": 44,
"data_confidence": 1,
"data_confidence_basis": {
"provider_component": 1,
"observation_component": 1,
"provider_count": 36,
"plan_observation_count": 44
},
"reliability": "high",
"members": [
{
"provider": "tmpstate",
"usd": 4.75
},
{
"provider": "memplato",
"usd": 5
},
{
"provider": "conxt",
"usd": 9
},
{
"provider": "leanctx",
"usd": 9
},
{
"provider": "achriom",
"usd": 9.99
},
{
"provider": "deerdawn",
"usd": 10
},
{
"provider": "hjarni",
"usd": 10.26
},
{
"provider": "memoraeu",
"usd": 10.26
},
{
"provider": "memtrace",
"usd": 12
},
{
"provider": "gitwhy",
"usd": 12
},
{
"provider": "contextstream_mcp_server",
"usd": 19
},
{
"provider": "omega_memory",
"usd": 19
},
{
"provider": "synapse_protocol",
"usd": 19
},
{
"provider": "memara_memory",
"usd": 29
},
{
"provider": "neurostack",
"usd": 29
},
{
"provider": "undisk_mcp",
"usd": 29
},
{
"provider": "liminary",
"usd": 29
},
{
"provider": "mnemoverse_memory_mcp",
"usd": 29
},
{
"provider": "james_esah_ultramemory",
"usd": 29
},
{
"provider": "engram_memory",
"usd": 29
},
{
"provider": "toolbelt",
"usd": 29
},
{
"provider": "penfield",
"usd": 30
},
{
"provider": "prism_mcp",
"usd": 34
},
{
"provider": "capturemcp",
"usd": 34.19
},
{
"provider": "memclaw",
"usd": 41
},
{
"provider": "threadline",
"usd": 49
},
{
"provider": "remembra",
"usd": 49
},
{
"provider": "mentedb",
"usd": 49
},
{
"provider": "expert",
"usd": 49.99
},
{
"provider": "specify",
"usd": 60
},
{
"provider": "motecloud_memory",
"usd": 99
},
{
"provider": "senselab",
"usd": 149
},
{
"provider": "falkordb",
"usd": 211.5
},
{
"provider": "maximem_synap",
"usd": 249
},
{
"provider": "scritty",
"usd": 499.99
},
{
"provider": "tidb_agentic_ai",
"usd": 1800
}
],
"p25": 12,
"p75": 49
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 149,
"provider_count": 16,
"plan_observation_count": 17,
"data_confidence": 0.97,
"data_confidence_basis": {
"provider_component": 1,
"observation_component": 0.85,
"provider_count": 16,
"plan_observation_count": 17
},
"reliability": "high",
"members": [
{
"provider": "agent_magnet",
"usd": 20
},
{
"provider": "gitwhy",
"usd": 24
},
{
"provider": "toolbelt",
"usd": 89
},
{
"provider": "undisk_mcp",
"usd": 99
},
{
"provider": "basemouse",
"usd": 99
},
{
"provider": "mentedb",
"usd": 99
},
{
"provider": "pensyve",
"usd": 99
},
{
"provider": "mnemoverse_memory_mcp",
"usd": 149
},
{
"provider": "agent_memory_mcp",
"usd": 149
},
{
"provider": "exabase",
"usd": 149
},
{
"provider": "remembra",
"usd": 199
},
{
"provider": "engram_memory",
"usd": 199
},
{
"provider": "james_esah_ultramemory",
"usd": 249
},
{
"provider": "threadline",
"usd": 299
},
{
"provider": "memclaw",
"usd": 333
},
{
"provider": "maximem_synap",
"usd": 999
}
],
"p25": 99,
"p75": 211.5
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "per_seat",
"median": 20.52,
"provider_count": 7,
"plan_observation_count": 8,
"data_confidence": 0.55,
"data_confidence_basis": {
"provider_component": 0.58,
"observation_component": 0.4,
"provider_count": 7,
"plan_observation_count": 8
},
"reliability": "medium",
"members": [
{
"provider": "threadctx",
"usd": 9
},
{
"provider": "bhived",
"usd": 13.75
},
{
"provider": "leanctx",
"usd": 18
},
{
"provider": "hjarni",
"usd": 20.52
},
{
"provider": "conxt",
"usd": 25
},
{
"provider": "memtrace",
"usd": 29
},
{
"provider": "willder",
"usd": 99
}
],
"p25": 15.88,
"p75": 27
},
{
"tier": "team_sme",
"currency": "USD",
"period": "month",
"unit": "per_user",
"median": 41.53,
"provider_count": 4,
"plan_observation_count": 4,
"data_confidence": 0.31,
"data_confidence_basis": {
"provider_component": 0.33,
"observation_component": 0.2,
"provider_count": 4,
"plan_observation_count": 4
},
"reliability": "low",
"members": [
{
"provider": "memsprout",
"usd": 15
},
{
"provider": "memoraeu",
"usd": 33.06
},
{
"provider": "liminary",
"usd": 50
},
{
"provider": "contextstream_mcp_server",
"usd": 79
}
]
},
{
"tier": "enterprise",
"currency": "USD",
"period": "month",
"unit": "flat",
"median": 999,
"provider_count": 5,
"plan_observation_count": 5,
"data_confidence": 0.38,
"data_confidence_basis": {
"provider_component": 0.42,
"observation_component": 0.25,
"provider_count": 5,
"plan_observation_count": 5
},
"reliability": "medium",
"members": [
{
"provider": "prism_mcp",
"usd": 99
},
{
"provider": "agent_memory_mcp",
"usd": 399
},
{
"provider": "james_esah_ultramemory",
"usd": 999
},
{
"provider": "engram_memory",
"usd": 2000
},
{
"provider": "scritty",
"usd": 2500
}
],
"p25": 399,
"p75": 2000
}
],
"pricing_coverage": {
"listings_with_price_capture": 249,
"listings_with_observed_public_price": 84,
"normalized_observations": 97,
"comparable_providers": 49,
"strict_cohorts": 6,
"exclusion_reasons": {
"ambiguous_cadence": 32,
"unrankable_or_unparseable": 2,
"usage_not_monthly": 25,
"one_time": 6
}
},
"pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
"pricing_excluded_observations": {
"ambiguous_cadence": 32,
"unrankable_or_unparseable": 2,
"usage_not_monthly": 25,
"one_time": 6
},
"billing_mix": {
"freemium": 46,
"free": 22,
"subscription": 9,
"usage": 4,
"one-time": 1,
"contact_sales": 2
},
"free_tier_share": 0.81,
"top_providers": [
{
"agent_id": "achriom",
"name": "Achriom",
"price": {
"observed": true,
"billing": "freemium",
"lowest_monthly_usd": 9.99,
"monthly_usd": 9.99,
"headline": "Free tier, then from $9.99/mo",
"summary": "Free tier, then from $9.99/mo. Achriom offers a free plan with unlimited items and 10 AI messages monthly, while Pro costs $9.99 monthly or $99 annually."
},
"observed": true
},
{
"agent_id": "agent_memory_api",
"name": "agent-memory-api",
"price": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "The Agent Memory & Trust API publicly lists endpoint-level usage pricing in USDC, with search result trust checks marked free and other endpoints priced from 0.03 to 0.20 USDC."
},
"observed": true
},
{
"agent_id": "agent_memory_mcp",
"name": "Agent Memory MCP - Persistent Memory for AI Agents",
"price": {
"observed": true,
"billing": "subscription",
"lowest_monthly_usd": 49,
"monthly_usd": 49,
"headline": "From $49/mo",
"summary": "From $49/mo. Agentmemory lists three subscription plans billed annually at $588, $1,788, and $4,788 per year, equivalent to $49, $149, and $399 per month respectively."
},
"observed": true
},
{
"agent_id": "agentbay_memory",
"name": "AgentBay",
"price": {
"observed": false,
"billing": "not_found",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "The homepage says StremAI is free to start with no credit card, but provides no public subscription price or permanent free-plan details."
},
"observed": false
},
{
"agent_id": "ai_agent_memory_cognis",
"name": "AI Agent Memory Cognis",
"price": {
"observed": true,
"billing": "usage",
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "Paid (price not published)",
"summary": "Lyzr uses usage-based pricing of $0.08 per agent run on its cloud or $0.03 per agent run for VPC/on-prem deployments, with LLM costs billed separately."
},
"observed": true
}
],
"suggested_next_calls": [
{
"tool": "price_benchmark",
"arguments": {
"niche": "agent-memory-systems"
},
"purpose": "full observed price distribution + per-tier medians for this niche"
},
{
"tool": "niche_report",
"arguments": {
"niche": "agent-memory-systems",
"response_mode": "full"
},
"purpose": "the complete report incl. index series and tier decomposition"
},
{
"tool": "suggest_alternatives",
"arguments": {
"agent_id": "achriom"
},
"purpose": "comparable (optionally cheaper) providers to a named agent"
},
{
"tool": "get_agent_profile",
"arguments": {
"agent_id": "achriom"
},
"purpose": "full profile, integrations and pricing for one provider"
}
]
}
}Full market
78 providers, one sortable view
Dense enough for many listings; progressive disclosure keeps mobile usable.
ProviderTypeFromVs niche medianLiveness
Achriomprovides media library context and management tools for AI agents
Agent Memory MCP - Persistent Memory for AI Agentsprovides persistent memory storage and retrieval for AI coding agents
ContextStreamprovides persistent memory, semantic search, and knowledge graphs for AI-assisted technical work
ememprovides verifiable, content-addressed memory of Earth locations with signed facts from satellite data and foundation models
Gitwhycaptures and manages the reasoning behind AI-generated code changes, linking context to git commits and surfacing it in PR reviews
Hjarniprovides long-term memory and knowledge base for ChatGPT and Claude
Memara Memoryprovides persistent memory API and MCP server for AI agents and workflows to store, search, and retrieve memories with semantic search
memoraeuprovides persistent memory layer for AI assistants to store, search and recall preferences, decisions and facts
memory-vaultprovides persistent JSON storage for AI agents
memxusprovides persistent memory layer for AI assistants to save and recall project context, preferences, and decisions across multiple AI tools
Motecloud Memoryprovides durable memory infrastructure for AI agents with graph memory, hybrid retrieval, and tenant isolation
Nocalprovides calendar-connected note-taking and task management with AI agent integration via MCP
Omega Memorymaintains persistent project context by storing decisions, lessons, and task checkpoints for seamless session transitions and provides semantic search through…
Penfieldprovides persistent memory management for AI assistants including knowledge graph creation, semantic search and recall, document storage, and personality custo…
Remembraprovides persistent memory for AI agents with context storage, semantic recall, and entity extraction
Synapse Layer (Synapse Protocol)provides persistent memory infrastructure for AI agents with semantic retrieval and context preservation across sessions
Syncproject management and quality control for AI coding agents
Toolbeltprovides a collaborative substrate and semantic data layer for AI agents to query structured data, documents, and relationships
Undisk MCPprovides safe file memory for AI agents with immutable versioning and instant recovery
Weavableprovides a persistent, scoped context layer that resolves entities and maps relationships across connected tools so AI agents get reliable, current work context
Yourmemoryprovides persistent memory for AI agents with biologically-inspired decay and graph-based retrieval
BasemouseShared, versioned memory for your agents across Claude Code, Cursor, Kiro and Grok. One MCP server, sourced answers, full history. Tools: search, get_context_p…
capturecreates a memory layer that ingests and structures information from various sources, making it queryable by AI assistants and providing specialized skills like…Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.