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Agent Memory Systems

Query this niche via MCPniche_report({ niche: "agent-memory-systems" })
active marketmarket pulse 47/100commercial money present1 new builders in 30d246 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$99/mo
$29–$333 middle half · 15 providers
MCP servers · median
$29/mo
$10–$49 middle half · 37 providers
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 plansAgents vs MCPs

each dot = one provider · log scale
Agents $99
scritty · $3
mentedb · $19
weavable · $20
senselab · $29
leanctx · $9
memtrace · $12
Engram Memory · $29
memclaw · $41
mentedb · $49
specify · $60
senselab · $149
falkordb · $212
scritty · $500
pensieve · $670
Tidb Agentic Ai · $1,800
Agent Magnet · $20
mentedb · $99
pensyve · $99
exabase · $149
Engram Memory · $199
memclaw · $333
pensieve · $1,809
Engram Memory · $2,000
scritty · $2,500
MCP servers $29
knownbase · $4
agentmemo · $4
Nocal Mcp · $7
Memara Memory · $9
neurostack · $9
Mifactory Bot Agent Memory · $10
Mcp Memory Gateway V2 · $10
memorymcp · $10
core · $10
memsprout · $10
memnar · $10
expert · $15
basemouse · $29
Motecloud Memory · $29
conxt · $29
Contextstream Mcp Server · $49
Agent Memory Mcp · $49
tmpstate · $5
memplato · $5
conxt · $9
achriom · $10
memoraeu · $10
Aikogilpin Serac · $11
gitwhy · $12
deerdawn · $12
hjarni · $13
Synapse Protocol · $19
Contextstream Mcp Server · $19
Omega Memory · $19
toolbelt · $29
Undisk Mcp · $29
Memara Memory · $29
neurostack · $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
Aikogilpin Serac · $3
gitwhy · $24
knownbase · $32
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

81 priced
Providervs its cohort medianMonthly
scrittyagent
$3 below
Aikogilpin Seracmcp
$3 below
knownbasemcp
$4 below
agentmemomcp
$4 below
tmpstatemcp
$5 below
memplatomcp
$5 below
Nocal Mcpmcp
$7 below
leanctxagent
$9 below
Memara Memorymcp
$9 below
neurostackmcp
$9 below
conxtmcp
$9 below
Mifactory Bot Agent Memorymcp
$10 below
Mcp Memory Gateway V2mcp
$10 below
memorymcpmcp
$10 below
coremcp
$10 below
memsproutmcp
$10 below
memnarmcp
$10 below
achriommcp
$10 below
memoraeumcp
$10 below
Aikogilpin Seracmcp
$11 below
memtraceagent
$12 below
gitwhymcp
$12 below
deerdawnmcp
$12 below
hjarnimcp
$13 below
expertmcp
$15 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
conxtmcp
$29 ~median
toolbeltmcp
$29 ~median
Undisk Mcpmcp
$29 ~median
Memara Memorymcp
$29 ~median
neurostackmcp
$29 ~median
liminarymcp
$29 ~median
Mnemoverse Memory Mcpmcp
$29 ~median
James Esah Ultramemorymcp
$29 ~median
penfieldmcp
$30 ~median
knownbasemcp
$32 above
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
James Esah Ultramemorymcp
$249 above
threadlinemcp
$299 above
memclawagent
$333 above
Agent Memory Mcpmcp
$399 above
scrittyagent
$500 above
pensieveagent
$670 above
James Esah Ultramemorymcp
$999 above
Tidb Agentic Aiagent
$1,800 above
pensieveagent
$1,809 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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            {
              "provider": "exabase",
              "usd": 149
            },
            {
              "provider": "mnemoverse_memory_mcp",
              "usd": 149
            },
            {
              "provider": "agent_memory_mcp",
              "usd": 149
            },
            {
              "provider": "engram_memory",
              "usd": 199
            },
            {
              "provider": "remembra",
              "usd": 199
            },
            {
              "provider": "james_esah_ultramemory",
              "usd": 249
            },
            {
              "provider": "threadline",
              "usd": 299
            },
            {
              "provider": "memclaw",
              "usd": 333
            },
            {
              "provider": "pensieve",
              "usd": 1809
            }
          ],
          "p25": 91.5,
          "p75": 199
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "per_seat",
          "median": 19.26,
          "provider_count": 6,
          "plan_observation_count": 7,
          "data_confidence": 0.47,
          "data_confidence_basis": {
            "provider_component": 0.5,
            "observation_component": 0.35,
            "provider_count": 6,
            "plan_observation_count": 7
          },
          "reliability": "medium",
          "members": [
            {
              "provider": "threadctx",
              "usd": 9
            },
            {
              "provider": "bhived",
              "usd": 13.75
            },
            {
              "provider": "leanctx",
              "usd": 18
            },
            {
              "provider": "hjarni",
              "usd": 20.52
            },
            {
              "provider": "memtrace",
              "usd": 29
            },
            {
              "provider": "conxt",
              "usd": 39
            }
          ],
          "p25": 14.81,
          "p75": 26.88
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "per_user",
          "median": 33.06,
          "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": "memsprout",
              "usd": 15
            },
            {
              "provider": "memnar",
              "usd": 17.1
            },
            {
              "provider": "memoraeu",
              "usd": 33.06
            },
            {
              "provider": "liminary",
              "usd": 50
            },
            {
              "provider": "contextstream_mcp_server",
              "usd": 79
            }
          ],
          "p25": 17.1,
          "p75": 50
        },
        {
          "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
        }
      ],
      "rejected": {
        "ambiguous_cadence": 38,
        "usage_not_monthly": 28,
        "unrankable_or_unparseable": 2,
        "free_or_zero": 4,
        "one_time": 6
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 99,
            "offers": [
              {
                "provider": "achriom",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9.99 /month",
                "monthly_usd": 9.99
              },
              {
                "provider": "agent_magnet",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20/ mo",
                "monthly_usd": 20
              },
              {
                "provider": "agent_memory_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$588 billed yearly",
                "monthly_usd": 49
              },
              {
                "provider": "agent_memory_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1,788 billed yearly",
                "monthly_usd": 149
              },
              {
                "provider": "agent_memory_mcp",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$4,788 billed yearly",
                "monthly_usd": 399
              },
              {
                "provider": "agentmemo",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$4/mo",
                "monthly_usd": 4
              },
              {
                "provider": "aikogilpin_serac",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "1,99 €/mois",
                "monthly_usd": 2.27
              },
              {
                "provider": "aikogilpin_serac",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "3,99 €/mois",
                "monthly_usd": 4.55
              },
              {
                "provider": "aikogilpin_serac",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "9,99 €/mois",
                "monthly_usd": 11.39
              },
              {
                "provider": "basemouse",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 per month",
                "monthly_usd": 29
              },
              {
                "provider": "basemouse",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99 per month",
                "monthly_usd": 99
              },
              {
                "provider": "capturemcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€16.99 /month",
                "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": "conxt",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 per month",
                "monthly_usd": 29
              },
              {
                "provider": "core",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "deerdawn",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$12/mo",
                "monthly_usd": 12
              },
              {
                "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": "€11/month",
                "monthly_usd": 12.54
              },
              {
                "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": "knownbase",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$2.5/mo",
                "monthly_usd": 2.5
              },
              {
                "provider": "knownbase",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$5/mo",
                "monthly_usd": 5
              },
              {
                "provider": "knownbase",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$15/mo",
                "monthly_usd": 15
              },
              {
                "provider": "knownbase",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "leanctx",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9/month",
                "monthly_usd": 9
              },
              {
                "provider": "liminary",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 per month",
                "monthly_usd": 29
              },
              {
                "provider": "mcp_memory_gateway_v2",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "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": "memnar",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "EUR 9 /month",
                "monthly_usd": 10.26
              },
              {
                "provider": "memoraeu",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€9 / month",
                "monthly_usd": 10.26
              },
              {
                "provider": "memorymcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "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": "mifactory_bot_agent_memory",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "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": "pensieve",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "£500/month",
                "monthly_usd": 670
              },
              {
                "provider": "pensieve",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "£900/month",
                "monthly_usd": 1206
              },
              {
                "provider": "pensieve",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "£1,800/month",
                "monthly_usd": 2412
              },
              {
                "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": "prism_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19/month",
                "monthly_usd": 19
              },
              {
                "provider": "prism_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/month",
                "monthly_usd": 49
              },
              {
                "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",
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                "price": "$1800 / month",
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        "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
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 86,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 84,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 84,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 87,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 87,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 88,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 90,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100,
        "pairs": 90,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100,
        "pairs": 87,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100,
        "pairs": 90,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-18",
        "index": 100.216,
        "pairs": 93,
        "dayChangePct": 0.22
      },
      {
        "day": "2026-08-19",
        "index": 100.216,
        "pairs": 93,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-20",
        "index": 100.216,
        "pairs": 95,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-21",
        "index": 100.216,
        "pairs": 94,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-22",
        "index": 100.216,
        "pairs": 93,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-23",
        "index": 100.216,
        "pairs": 93,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-24",
        "index": 100.216,
        "pairs": 93,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-25",
        "index": 100.216,
        "pairs": 96,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-26",
        "index": 100.216,
        "pairs": 94,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-27",
        "index": 100.216,
        "pairs": 92,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-28",
        "index": 100.216,
        "pairs": 88,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-29",
        "index": 100.216,
        "pairs": 91,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-30",
        "index": 100.216,
        "pairs": 93,
        "dayChangePct": 0
      }
    ],
    "latest": 100.216,
    "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": true,
        "billing": "freemium",
        "lowest_monthly_usd": 2.31,
        "monthly_usd": 2.68,
        "headline": "Free tier, then from $2.31/mo",
        "summary": "Free tier, then from $2.31/mo. Sérac propose un forfait gratuit de 10 Go et des abonnements mensuels de 1,99 € à 9,99 €, avec un archivage Glacier indiqué à environ 5 € par To et par mois."
      },
      "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": "failed_to_load",
        "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": "Elpis is presented as an open-source agent project, but no product pricing is publicly stated in the provided content."
      },
      "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": "subscription",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "From $10/mo",
        "summary": "From $10/mo. Kendr offers monthly credit plans from $10 to $150, plus non-expiring usage-based credit top-ups."
      },
      "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 (26 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": 26,
          "reliability": "high",
          "median": 29,
          "p25": 12,
          "p75": 29.75,
          "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": 17,
          "reliability": "high",
          "median": 10,
          "p25": 9,
          "p75": 29,
          "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": 355.75,
          "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": 11,
          "reliability": "medium",
          "median": 99,
          "p25": 60.5,
          "p75": 174,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "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": 4,
          "reliability": "low",
          "median": 19.5,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 248,
      "listings_with_observed_public_price": 88,
      "providers_with_numeric_monthly_price_latest_scan": 56,
      "like_for_like_comparable_pairs": 56
    },
    "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": 10,
        "provider_count": 21,
        "plan_observation_count": 25,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 21,
          "plan_observation_count": 25
        },
        "reliability": "high",
        "members": [
          {
            "provider": "scritty",
            "usd": 3.33
          },
          {
            "provider": "knownbase",
            "usd": 3.75
          },
          {
            "provider": "agentmemo",
            "usd": 4
          },
          {
            "provider": "nocal_mcp",
            "usd": 7.49
          },
          {
            "provider": "memara_memory",
            "usd": 9
          },
          {
            "provider": "neurostack",
            "usd": 9
          },
          {
            "provider": "mifactory_bot_agent_memory",
            "usd": 10
          },
          {
            "provider": "mcp_memory_gateway_v2",
            "usd": 10
          },
          {
            "provider": "memorymcp",
            "usd": 10
          },
          {
            "provider": "core",
            "usd": 10
          },
          {
            "provider": "memsprout",
            "usd": 10
          },
          {
            "provider": "memnar",
            "usd": 10.26
          },
          {
            "provider": "expert",
            "usd": 14.99
          },
          {
            "provider": "mentedb",
            "usd": 19
          },
          {
            "provider": "weavable",
            "usd": 20
          },
          {
            "provider": "basemouse",
            "usd": 29
          },
          {
            "provider": "motecloud_memory",
            "usd": 29
          },
          {
            "provider": "conxt",
            "usd": 29
          },
          {
            "provider": "senselab",
            "usd": 29
          },
          {
            "provider": "contextstream_mcp_server",
            "usd": 49
          },
          {
            "provider": "agent_memory_mcp",
            "usd": 49
          }
        ],
        "p25": 9,
        "p75": 29
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 29,
        "provider_count": 37,
        "plan_observation_count": 47,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 37,
          "plan_observation_count": 47
        },
        "reliability": "high",
        "members": [
          {
            "provider": "tmpstate",
            "usd": 4.75
          },
          {
            "provider": "memplato",
            "usd": 5
          },
          {
            "provider": "leanctx",
            "usd": 9
          },
          {
            "provider": "conxt",
            "usd": 9
          },
          {
            "provider": "achriom",
            "usd": 9.99
          },
          {
            "provider": "memoraeu",
            "usd": 10.26
          },
          {
            "provider": "aikogilpin_serac",
            "usd": 11.39
          },
          {
            "provider": "gitwhy",
            "usd": 12
          },
          {
            "provider": "memtrace",
            "usd": 12
          },
          {
            "provider": "deerdawn",
            "usd": 12
          },
          {
            "provider": "hjarni",
            "usd": 12.54
          },
          {
            "provider": "contextstream_mcp_server",
            "usd": 19
          },
          {
            "provider": "omega_memory",
            "usd": 19
          },
          {
            "provider": "synapse_protocol",
            "usd": 19
          },
          {
            "provider": "engram_memory",
            "usd": 29
          },
          {
            "provider": "memara_memory",
            "usd": 29
          },
          {
            "provider": "neurostack",
            "usd": 29
          },
          {
            "provider": "liminary",
            "usd": 29
          },
          {
            "provider": "mnemoverse_memory_mcp",
            "usd": 29
          },
          {
            "provider": "james_esah_ultramemory",
            "usd": 29
          },
          {
            "provider": "toolbelt",
            "usd": 29
          },
          {
            "provider": "undisk_mcp",
            "usd": 29
          },
          {
            "provider": "penfield",
            "usd": 30
          },
          {
            "provider": "prism_mcp",
            "usd": 34
          },
          {
            "provider": "capturemcp",
            "usd": 34.19
          },
          {
            "provider": "memclaw",
            "usd": 41
          },
          {
            "provider": "mentedb",
            "usd": 49
          },
          {
            "provider": "threadline",
            "usd": 49
          },
          {
            "provider": "remembra",
            "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": "scritty",
            "usd": 499.99
          },
          {
            "provider": "pensieve",
            "usd": 670
          },
          {
            "provider": "tidb_agentic_ai",
            "usd": 1800
          }
        ],
        "p25": 12,
        "p75": 49
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 124,
        "provider_count": 18,
        "plan_observation_count": 22,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 18,
          "plan_observation_count": 22
        },
        "reliability": "high",
        "members": [
          {
            "provider": "aikogilpin_serac",
            "usd": 3.41
          },
          {
            "provider": "agent_magnet",
            "usd": 20
          },
          {
            "provider": "gitwhy",
            "usd": 24
          },
          {
            "provider": "knownbase",
            "usd": 32
          },
          {
            "provider": "toolbelt",
            "usd": 89
          },
          {
            "provider": "basemouse",
            "usd": 99
          },
          {
            "provider": "mentedb",
            "usd": 99
          },
          {
            "provider": "pensyve",
            "usd": 99
          },
          {
            "provider": "undisk_mcp",
            "usd": 99
          },
          {
            "provider": "exabase",
            "usd": 149
          },
          {
            "provider": "mnemoverse_memory_mcp",
            "usd": 149
          },
          {
            "provider": "agent_memory_mcp",
            "usd": 149
          },
          {
            "provider": "engram_memory",
            "usd": 199
          },
          {
            "provider": "remembra",
            "usd": 199
          },
          {
            "provider": "james_esah_ultramemory",
            "usd": 249
          },
          {
            "provider": "threadline",
            "usd": 299
          },
          {
            "provider": "memclaw",
            "usd": 333
          },
          {
            "provider": "pensieve",
            "usd": 1809
          }
        ],
        "p25": 91.5,
        "p75": 199
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "per_seat",
        "median": 19.26,
        "provider_count": 6,
        "plan_observation_count": 7,
        "data_confidence": 0.47,
        "data_confidence_basis": {
          "provider_component": 0.5,
          "observation_component": 0.35,
          "provider_count": 6,
          "plan_observation_count": 7
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "threadctx",
            "usd": 9
          },
          {
            "provider": "bhived",
            "usd": 13.75
          },
          {
            "provider": "leanctx",
            "usd": 18
          },
          {
            "provider": "hjarni",
            "usd": 20.52
          },
          {
            "provider": "memtrace",
            "usd": 29
          },
          {
            "provider": "conxt",
            "usd": 39
          }
        ],
        "p25": 14.81,
        "p75": 26.88
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "per_user",
        "median": 33.06,
        "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": "memsprout",
            "usd": 15
          },
          {
            "provider": "memnar",
            "usd": 17.1
          },
          {
            "provider": "memoraeu",
            "usd": 33.06
          },
          {
            "provider": "liminary",
            "usd": 50
          },
          {
            "provider": "contextstream_mcp_server",
            "usd": 79
          }
        ],
        "p25": 17.1,
        "p75": 50
      },
      {
        "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": 248,
      "listings_with_observed_public_price": 88,
      "normalized_observations": 112,
      "comparable_providers": 54,
      "strict_cohorts": 6,
      "exclusion_reasons": {
        "ambiguous_cadence": 38,
        "usage_not_monthly": 28,
        "unrankable_or_unparseable": 2,
        "free_or_zero": 4,
        "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": 38,
      "usage_not_monthly": 28,
      "unrankable_or_unparseable": 2,
      "free_or_zero": 4,
      "one_time": 6
    },
    "billing_mix": {
      "subscription": 9,
      "free": 20,
      "freemium": 52,
      "usage": 4,
      "one-time": 1,
      "contact_sales": 2
    },
    "free_tier_share": 0.82,
    "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

82 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
mcp$9.99from / mo65.6% below100% livemcp65.6% below median100% live
Agent Memory MCP - Persistent Memory for AI Agentsprovides persistent memory storage and retrieval for AI coding agents
mcp$49from / mo69% above100% livemcp69% above median100% live
Seracunclear
mcp$2.31from / mo92% below100% livemcp92% below median100% live
ContextStreamprovides persistent memory, semantic search, and knowledge graphs for AI-assisted technical work
mcp$19from / mo34.5% below100% livemcp34.5% below median100% live
ememprovides verifiable, content-addressed memory of Earth locations with signed facts from satellite data and foundation models
mcpFreefree to use100% livemcp100% live
Gitwhycaptures and manages the reasoning behind AI-generated code changes, linking context to git commits and surfacing it in PR reviews
mcp$12from / mo58.6% below100% livemcp58.6% below median100% live
Hjarniprovides long-term memory and knowledge base for ChatGPT and Claude
mcp$12.77from / mo56% below100% livemcp56% below median100% live
Memara Memoryprovides persistent memory API and MCP server for AI agents and workflows to store, search, and retrieve memories with semantic search
mcp$9from / mo69% below100% livemcp69% below median100% live
memoraeuprovides persistent memory layer for AI assistants to store, search and recall preferences, decisions and facts
mcp$10.45from / mo64% below100% livemcp64% below median100% live
memory-vaultprovides persistent JSON storage for AI agents
mcpFree tierpaid plans vary100% livemcp100% live
memxusprovides persistent memory layer for AI assistants to save and recall project context, preferences, and decisions across multiple AI tools
mcp$12from / mo58.6% below100% livemcp58.6% below median100% live
Motecloud Memoryprovides durable memory infrastructure for AI agents with graph memory, hybrid retrieval, and tenant isolation
mcp$10from / mo65.5% below100% livemcp65.5% below median100% live
Nocalprovides calendar-connected note-taking and task management with AI agent integration via MCP
mcp$4.99from / mo82.8% below100% livemcp82.8% below median100% live
Omega Memorymaintains persistent project context by storing decisions, lessons, and task checkpoints for seamless session transitions and provides semantic search through…
mcp$19from / mo34.5% below100% livemcp34.5% below median100% live
Penfieldprovides persistent memory management for AI assistants including knowledge graph creation, semantic search and recall, document storage, and personality custo…
mcp$20from / mo31% below100% livemcp31% below median100% live
Remembraprovides persistent memory for AI agents with context storage, semantic recall, and entity extraction
mcp$49from / mo69% above100% livemcp69% above median100% live
Synapse Layer (Synapse Protocol)provides persistent memory infrastructure for AI agents with semantic retrieval and context preservation across sessions
mcp$19from / mo34.5% below100% livemcp34.5% below median100% live
Syncproject management and quality control for AI coding agents
mcpFreefree to use100% livemcp100% live
threadlineprovides persistent memory and context layer for AI agents
mcp$49from / mo69% above100% livemcp69% above median100% live
ThriyaThriya is a judgment and operating-memory layer for AI-native work. It gives your LLM a persistent intelligence system: decision memory, adversarial reasoning,…
mcpFree tierpaid plans vary88% livemcp88% live
Toolbeltprovides a collaborative substrate and semantic data layer for AI agents to query structured data, documents, and relationships
mcp$29from / moat median100% livemcpat median100% live
Undisk MCPprovides safe file memory for AI agents with immutable versioning and instant recovery
mcp$29from / moat median100% livemcpat median100% live
Weavableprovides a persistent, scoped context layer that resolves entities and maps relationships across connected tools so AI agents get reliable, current work context
agent$20from / mo31% below100% liveagent31% below median100% live
Yourmemoryprovides persistent memory for AI agents with biologically-inspired decay and graph-based retrieval
mcpFreefree to use100% livemcp100% live
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.