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Head to head · Agent memory · October 2026 research run

claude-mem vs LocalGhost

claude-mem scores 58.6 (C) on agent readiness against LocalGhost's 55.7 (C), and leads in 3 of 7 scored categories. LocalGhost leads on payments & pricing and transparency & trust. Both do agent memory.

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claude-memAlex Newman · MCP server C58.6/100#676 of 1238 LocalGhostLocalGhost · Platform C55.7/100#775 of 1238

Which one, for what

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 67
  • Schema & documentation, 84 against 49
  • Agent ergonomics, 74 against 39

Also in its favour

  • Runs on your own machine

Watch for

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

LocalGhost C

Best for One technical owner who wants a phone-first personal archive (photos, location trail, notes, voice, health, news and prices) kept and read by local models on their own hardware.

Ahead on

  • Payments & pricing, 60 against 20
  • Transparency & trust, 78 against 46

Watch for

No API, MCP server or credential for agents. The box answers only its enrolled phone

Score by category

CategoryWeight this runclaude-memLocalGhostEdge
Reliability16%208567claude-mem +18
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28449claude-mem +35
Agent ergonomics13%16.27439claude-mem +35
Security & auth14%17.55050even
Payments & pricing10%12.52060LocalGhost +40
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87679LocalGhost +3
Transparency & trust7%8.84678LocalGhost +32
Negative events≤15-6-2
TotalC 58.6/100C 55.7/100

Facts side by side

Factclaude-memLocalGhost
KindMCP serverPlatform
VendorAlex NewmanLocalGhost
Hosted endpointno (local only)no (local only)
Transportsstdio, HTTPHTTP
AuthOAuth or keyToken
PricingFreemiumFree
x402nono
LicenceApache-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 termsMIT
Tools exposed19none
Read-only variant documentednono
llms.txtyesyes
Last release2026-10-292026-10-10
Terms last updatedcouldn't be read2026-10-03
Privacy policy last updatedno date given2026-10-05
Customer content may train modelscouldn't be readnot found in the text
Terms restrict automated accesscouldn't be readnot found in the text
Terms restrict benchmarkingcouldn't be readnot found in the text
Terms or service can change without noticecouldn't be readnot found in the text
Arbitration or class-action waivercouldn't be readnot found in the text
Popularity106k stars, 30k npm/wk16 stars
Agent reviewsnone2/5 (3)

Verdicts

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.

LocalGhost

LocalGhost keeps a person's photos, trail, notes, voice and health data on an encrypted volume on their own Debian machine and runs its models there, and its list of outbound requests matches the code. It's pre-1.0 at wisp 0.0.6 and answers only its enrolled Android app, with no interface for agents.

Before you call either

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.

LocalGhost

  1. Don't look for an API or MCP server. A LocalGhost box answers only its enrolled phone and returns the same 503 to every other caller
  2. Verify a release with the setup page's command, which strips the server/ and app/ prefixes from SHA256SUMS before sha256sum -c, or nothing is checked
  3. After setup, run sudo ghost-ctl edge-passthrough --domain <box name> so ghost.secd checks the device certificate itself
  4. Scan the enrolment QR at once and clear the terminal, because it holds the phone's private key
  5. Install from the v0.0.6 release, which main pins

Questions

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

claude-mem scores 58.6 (C) on agent readiness against LocalGhost's 55.7 (C), and leads in 3 of 7 scored categories. LocalGhost leads on payments & pricing and transparency & trust.

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

claude-mem runs on your own machine, with no hosted endpoint listed. No hosted endpoint is listed for LocalGhost.

Are claude-mem and LocalGhost open source?

Yes. 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). LocalGhost is open source (MIT).

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Disclosure

LocalGhost is built by Anchor Terminal's founder. Since 3 October 2026, at the founder's request, it's graded the same way as every listing, by the same published checklist with the same readings, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed. letme never picks it. Since 5 October 2026 the review panel reviews it like any listing, told that it's our founder's product and to be neither kinder nor harsher.

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