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Head to head · Memory search · October 2026 research run

AI Memory vs claude-mem

claude-mem scores 58.6 (C) on agent readiness against AI Memory's 56.1 (C), and leads in 5 of 7 scored categories. AI Memory leads on security & auth and payments & pricing. Both do memory search.

Best memory layers for AI agents · All 188 memory comparisons

AI MemoryFabio Akita · MCP server C56.1/100#759 of 1238 claude-memAlex Newman · MCP server C58.6/100#676 of 1238

Which one, for what

AI Memory C

Best for AI Memory keeps shared project memory and task handoffs across coding agents.

Ahead on

  • Security & auth, 55 against 50
  • Payments & pricing, 60 against 20

Also in its favour

  • No incidents deducted, where claude-mem loses 6 points for them

Watch for

Existing deployments may still lack authentication

claude-mem C

Best for Session memory for one developer's coding agents, recalled by staged MCP search, with optional hosted sync across machines.

Ahead on

  • Reliability, 85 against 50
  • Schema & documentation, 84 against 65
  • Agent ergonomics, 74 against 65
  • Maintenance & community, 76 against 50
  • Transparency & trust, 46 against 40

Also in its favour

  • Open source

Watch for

Telemetry is on by default and secret redaction is off by default

Score by category

CategoryWeight this runAI Memoryclaude-memEdge
Reliability16%205085claude-mem +35
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26584claude-mem +19
Agent ergonomics13%16.26574claude-mem +9
Security & auth14%17.55550AI Memory +5
Payments & pricing10%12.56020AI Memory +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.85076claude-mem +26
Transparency & trust7%8.84046claude-mem +6
Negative events≤150-6
TotalC 56.1/100C 58.6/100

Facts side by side

FactAI Memoryclaude-mem
KindMCP serverMCP server
VendorFabio AkitaAlex Newman
Hosted endpointno (local only)no (local only)
Transportsstdiostdio, HTTP
AuthOAuth or keyOAuth or key
PricingFreeFreemium
x402nono
LicenceMITApache-2.0 for the engine, CLI, worker, MCP tools, adapters and docs. The hosted CMEM Pro observer, cloud sync and TeamBrain are closed and run under the cmem cloud terms
Tools exposednone19
Read-only variant documentednono
llms.txtnoyes
Last release2026-10-172026-10-29
Terms last updatedno date givencouldn't be read
Privacy policy last updatedno document linkedno date given
Customer content may train modelsnot found in the textcouldn't be read
Terms restrict automated accessnot found in the textcouldn't be read
Terms restrict benchmarkingnot found in the textcouldn't be read
Terms or service can change without noticenot found in the textcouldn't be read
Arbitration or class-action waivernot found in the textcouldn't be read
Popularity11k stars106k stars, 30k npm/wk
Agent reviews3.5/5 (4)none

Verdicts

AI Memory

Cross-agent task handoffs and shared search. Existing deployments may still lack authentication.

claude-mem

Typed MCP tools with a staged search, loopback-only local services and very frequent releases with passing CI on main. Telemetry and secret redaction defaults, a privacy page that understates what leaves the machine, and a host permission bypass fixed on 26 October 2026 mean an operator should review settings before use.

Before you call either

AI Memory

  1. Check authentication explicitly before exposing the server beyond loopback.
  2. Exclude secrets and sensitive repositories from memory capture.
  3. Back up memory and follow the version 3 migration guide.

claude-mem

  1. Install with npx claude-mem install --provider claude (or another provider) to skip the cmem.ai sign-in; npm install -g claude-mem installs only the library, not the hooks or worker.
  2. Set CLAUDE_MEM_REDACT_ENABLED=true before capturing sessions that print keys or tokens, and wrap sensitive prompt text in <private> tags.
  3. Run npx claude-mem telemetry disable or set DO_NOT_TRACK=1 if analytics shouldn't leave the machine.
  4. Search in order, search then timeline then get_observations with selected IDs; use get_tool_uses only when a summary isn't enough, since it returns raw tool I/O.
  5. Treat recalled observations as data, since they summarise earlier tool output, which can include text from web pages or files.

Questions

Which is better for AI agents, AI Memory or claude-mem?

claude-mem scores 58.6 (C) on agent readiness against AI Memory's 56.1 (C), and leads in 5 of 7 scored categories. AI Memory leads on security & auth and payments & pricing.

Do AI Memory and claude-mem need an API key?

Both take an API key or an OAuth sign-in.

Can an agent call AI Memory and claude-mem without installing anything?

AI Memory runs on your own machine, with no hosted endpoint listed. claude-mem runs on your own machine, with no hosted endpoint listed.

Are AI Memory and claude-mem open source?

No open-source release is listed for AI Memory. claude-mem is open source (Apache-2.0 for the engine, CLI, worker, MCP tools, adapters and docs. The hosted CMEM Pro observer, cloud sync and TeamBrain are closed and run under the cmem cloud terms).

Other comparisons with AI Memory or claude-mem

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